Language Translation

In this project, you’re going to take a peek into the realm of neural network machine translation. You’ll be training a sequence to sequence model on a dataset of English and French sentences that can translate new sentences from English to French.

Get the Data

Since translating the whole language of English to French will take lots of time to train, we have provided you with a small portion of the English corpus.

In [4]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import helper
import problem_unittests as tests

source_path = 'data/small_vocab_en'
target_path = 'data/small_vocab_fr'
source_text = helper.load_data(source_path)
target_text = helper.load_data(target_path)

Explore the Data

Play around with view_sentence_range to view different parts of the data.

In [2]:
view_sentence_range = (0, 10)

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np

print('Dataset Stats')
print('Roughly the number of unique words: {}'.format(len({word: None for word in source_text.split()})))

sentences = source_text.split('\n')
word_counts = [len(sentence.split()) for sentence in sentences]
print('Number of sentences: {}'.format(len(sentences)))
print('Average number of words in a sentence: {}'.format(np.average(word_counts)))

print()
print('English sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(source_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
print()
print('French sentences {} to {}:'.format(*view_sentence_range))
print('\n'.join(target_text.split('\n')[view_sentence_range[0]:view_sentence_range[1]]))
Dataset Stats
Roughly the number of unique words: 227
Number of sentences: 137861
Average number of words in a sentence: 13.225277634719028

English sentences 0 to 10:
new jersey is sometimes quiet during autumn , and it is snowy in april .
the united states is usually chilly during july , and it is usually freezing in november .
california is usually quiet during march , and it is usually hot in june .
the united states is sometimes mild during june , and it is cold in september .
your least liked fruit is the grape , but my least liked is the apple .
his favorite fruit is the orange , but my favorite is the grape .
paris is relaxing during december , but it is usually chilly in july .
new jersey is busy during spring , and it is never hot in march .
our least liked fruit is the lemon , but my least liked is the grape .
the united states is sometimes busy during january , and it is sometimes warm in november .

French sentences 0 to 10:
new jersey est parfois calme pendant l' automne , et il est neigeux en avril .
les états-unis est généralement froid en juillet , et il gèle habituellement en novembre .
california est généralement calme en mars , et il est généralement chaud en juin .
les états-unis est parfois légère en juin , et il fait froid en septembre .
votre moins aimé fruit est le raisin , mais mon moins aimé est la pomme .
son fruit préféré est l'orange , mais mon préféré est le raisin .
paris est relaxant en décembre , mais il est généralement froid en juillet .
new jersey est occupé au printemps , et il est jamais chaude en mars .
notre fruit est moins aimé le citron , mais mon moins aimé est le raisin .
les états-unis est parfois occupé en janvier , et il est parfois chaud en novembre .

Implement Preprocessing Function

Text to Word Ids

As you did with other RNNs, you must turn the text into a number so the computer can understand it. In the function text_to_ids(), you'll turn source_text and target_text from words to ids. However, you need to add the <EOS> word id at the end of target_text. This will help the neural network predict when the sentence should end.

You can get the <EOS> word id by doing:

target_vocab_to_int['<EOS>']

You can get other word ids using source_vocab_to_int and target_vocab_to_int.

In [34]:
def text_to_ids(source_text, target_text, source_vocab_to_int, target_vocab_to_int):
    """
    Convert source and target text to proper word ids
    :param source_text: String that contains all the source text.
    :param target_text: String that contains all the target text.
    :param source_vocab_to_int: Dictionary to go from the source words to an id
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: A tuple of lists (source_id_text, target_id_text)
    """
    source_id_text = []
    sentences_source = source_text.split('\n')
    for sentence in sentences_source:
        sentence_ids = []
        for word in sentence.split():
            sentence_ids.append(source_vocab_to_int[word])
        source_id_text.append(sentence_ids)

    target_id_text = []
    sentences_target = target_text.split('\n')
    for sentence in sentences_target:
        sentence_ids = []
        for word in sentence.split():
            sentence_ids.append(target_vocab_to_int[word])
        sentence_ids.append(target_vocab_to_int['<EOS>'])
        target_id_text.append(sentence_ids)
    
    return source_id_text, target_id_text

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_text_to_ids(text_to_ids)
Tests Passed

Preprocess all the data and save it

Running the code cell below will preprocess all the data and save it to file.

In [35]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
helper.preprocess_and_save_data(source_path, target_path, text_to_ids)

Check Point

This is your first checkpoint. If you ever decide to come back to this notebook or have to restart the notebook, you can start from here. The preprocessed data has been saved to disk.

In [1]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import numpy as np
import helper
import problem_unittests as tests


(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()

Check the Version of TensorFlow and Access to GPU

This will check to make sure you have the correct version of TensorFlow and access to a GPU

In [2]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
from distutils.version import LooseVersion
import warnings
import tensorflow as tf
from tensorflow.python.layers.core import Dense

# Check TensorFlow Version
assert LooseVersion(tf.__version__) >= LooseVersion('1.1'), 'Please use TensorFlow version 1.1 or newer'
print('TensorFlow Version: {}'.format(tf.__version__))

# Check for a GPU
if not tf.test.gpu_device_name():
    warnings.warn('No GPU found. Please use a GPU to train your neural network.')
else:
    print('Default GPU Device: {}'.format(tf.test.gpu_device_name()))
TensorFlow Version: 1.2.1
Default GPU Device: /gpu:0

Build the Neural Network

You'll build the components necessary to build a Sequence-to-Sequence model by implementing the following functions below:

  • model_inputs
  • process_decoder_input
  • encoding_layer
  • decoding_layer_train
  • decoding_layer_infer
  • decoding_layer
  • seq2seq_model

Input

Implement the model_inputs() function to create TF Placeholders for the Neural Network. It should create the following placeholders:

  • Input text placeholder named "input" using the TF Placeholder name parameter with rank 2.
  • Targets placeholder with rank 2.
  • Learning rate placeholder with rank 0.
  • Keep probability placeholder named "keep_prob" using the TF Placeholder name parameter with rank 0.
  • Target sequence length placeholder named "target_sequence_length" with rank 1
  • Max target sequence length tensor named "max_target_len" getting its value from applying tf.reduce_max on the target_sequence_length placeholder. Rank 0.
  • Source sequence length placeholder named "source_sequence_length" with rank 1

Return the placeholders in the following the tuple (input, targets, learning rate, keep probability, target sequence length, max target sequence length, source sequence length)

In [3]:
def model_inputs():
    """
    Create TF Placeholders for input, targets, learning rate, and lengths of source and target sequences.
    :return: Tuple (input, targets, learning rate, keep probability, target sequence length,
    max target sequence length, source sequence length)
    """
    # TODO: Implement Function
    target_sequence_length = tf.placeholder(tf.int32, shape = [None], name = "target_sequence_length")

    return tf.placeholder(tf.int32,shape=[None, None], name = "input"), \
           tf.placeholder(tf.int32, shape = [None, None]), \
           tf.placeholder(tf.float32, shape = []), \
           tf.placeholder(tf.float32, shape = [], name = "keep_prob"), \
           target_sequence_length,\
           tf.reduce_max(target_sequence_length, name = "max_target_len"), \
           tf.placeholder(tf.int32, shape = [None], name = "source_sequence_length")


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_model_inputs(model_inputs)
Tests Passed

Process Decoder Input

Implement process_decoder_input by removing the last word id from each batch in target_data and concat the GO ID to the begining of each batch.

In [4]:
def process_decoder_input(target_data, target_vocab_to_int, batch_size):
    """
    Preprocess target data for encoding
    :param target_data: Target Placehoder
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param batch_size: Batch Size
    :return: Preprocessed target data
    """
    ending = tf.strided_slice(target_data, [0, 0], [batch_size, -1], [1, 1])
    dec_input = tf.concat([tf.fill([batch_size, 1], target_vocab_to_int['<GO>']), ending], 1)

    return dec_input

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_process_encoding_input(process_decoder_input)
Tests Passed

Encoding

Implement encoding_layer() to create a Encoder RNN layer:

In [5]:
from imp import reload
reload(tests)

def make_cell(rnn_size, keep_prob):
    cell = tf.contrib.rnn.DropoutWrapper(tf.contrib.rnn.LSTMCell(rnn_size,
                                   initializer=tf.random_uniform_initializer(-0.1, 0.1, seed=2)),
                                    output_keep_prob=keep_prob)
    return cell

def encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob, 
                   source_sequence_length, source_vocab_size, 
                   encoding_embedding_size):
    """
    Create encoding layer
    :param rnn_inputs: Inputs for the RNN
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param keep_prob: Dropout keep probability
    :param source_sequence_length: a list of the lengths of each sequence in the batch
    :param source_vocab_size: vocabulary size of source data
    :param encoding_embedding_size: embedding size of source data
    :return: tuple (RNN output, RNN state)
    """
    emb = tf.contrib.layers.embed_sequence(
        rnn_inputs,
        vocab_size=source_vocab_size,
        embed_dim=encoding_embedding_size,
    )
    


    enc_cell = tf.contrib.rnn.MultiRNNCell([make_cell(rnn_size, keep_prob) for _ in range(num_layers)])

    
    enc_output, enc_state = tf.nn.dynamic_rnn(enc_cell, emb, sequence_length=source_sequence_length, dtype=tf.float32)

    return enc_output, enc_state

"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_encoding_layer(encoding_layer)
Tests Passed

Decoding - Training

Create a training decoding layer:

In [6]:
def decoding_layer_train(encoder_state, dec_cell, dec_embed_input, 
                         target_sequence_length, max_summary_length, 
                         output_layer, keep_prob):
    """
    Create a decoding layer for training
    :param encoder_state: Encoder State OK
    :param dec_cell: Decoder RNN Cell OK
    :param dec_embed_input: Decoder embedded input OK
    :param target_sequence_length: The lengths of each sequence in the target batch OK
    :param max_summary_length: The length of the longest sequence in the batch OK
    :param output_layer: Function to apply the output layer OK
    :param keep_prob: Dropout keep probability OK
    :return: BasicDecoderOutput containing training logits and sample_id
    """
    train_helper = tf.contrib.seq2seq.TrainingHelper(dec_embed_input, target_sequence_length)
    basic_decoder = tf.contrib.seq2seq.BasicDecoder(tf.contrib.rnn.DropoutWrapper(dec_cell, input_keep_prob=keep_prob), train_helper, encoder_state, output_layer)
    final_outputs, _, _ =  tf.contrib.seq2seq.dynamic_decode(basic_decoder, maximum_iterations=max_summary_length)

    return final_outputs
    



"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_train(decoding_layer_train)
Tests Passed

Decoding - Inference

Create inference decoder:

In [7]:
def decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id,
                         end_of_sequence_id, max_target_sequence_length,
                         vocab_size, output_layer, batch_size, keep_prob):
    """
    Create a decoding layer for inference
    :param encoder_state: Encoder state
    :param dec_cell: Decoder RNN Cell
    :param dec_embeddings: Decoder embeddings
    :param start_of_sequence_id: GO ID
    :param end_of_sequence_id: EOS Id
    :param max_target_sequence_length: Maximum length of target sequences
    :param vocab_size: Size of decoder/target vocabulary
    :param decoding_scope: TenorFlow Variable Scope for decoding 
    :param output_layer: Function to apply the output layer
    :param batch_size: Batch size
    :param keep_prob: Dropout keep probability
    :return: BasicDecoderOutput containing inference logits and sample_id
    """
    start_tokens = tf.tile(tf.constant([start_of_sequence_id], dtype=tf.int32), [batch_size], name='start_tokens')
    inference_helper = tf.contrib.seq2seq.GreedyEmbeddingHelper(dec_embeddings,
                                                                start_tokens,
                                                                end_of_sequence_id)
    inference_decoder = tf.contrib.seq2seq.BasicDecoder(tf.contrib.rnn.DropoutWrapper(dec_cell, input_keep_prob=keep_prob),
                                                        inference_helper,
                                                        encoder_state,
                                                        output_layer)
    
    inference_decoder_output, _, _ = tf.contrib.seq2seq.dynamic_decode(inference_decoder,
                                                            impute_finished=True,
                                                            maximum_iterations=max_target_sequence_length)
        
        
    


    return inference_decoder_output



"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer_infer(decoding_layer_infer)
Tests Passed

Build the Decoding Layer

Implement decoding_layer() to create a Decoder RNN layer.

  • Embed the target sequences
  • Construct the decoder LSTM cell (just like you constructed the encoder cell above)
  • Create an output layer to map the outputs of the decoder to the elements of our vocabulary
  • Use the your decoding_layer_train(encoder_state, dec_cell, dec_embed_input, target_sequence_length, max_target_sequence_length, output_layer, keep_prob) function to get the training logits.
  • Use your decoding_layer_infer(encoder_state, dec_cell, dec_embeddings, start_of_sequence_id, end_of_sequence_id, max_target_sequence_length, vocab_size, output_layer, batch_size, keep_prob) function to get the inference logits.

Note: You'll need to use tf.variable_scope to share variables between training and inference.

In [8]:
def decoding_layer(dec_input, encoder_state,
                   target_sequence_length, max_target_sequence_length,
                   rnn_size,
                   num_layers, target_vocab_to_int, target_vocab_size,
                   batch_size, keep_prob, decoding_embedding_size):
    """
    Create decoding layer
    :param dec_input: Decoder input
    :param encoder_state: Encoder state
    :param target_sequence_length: The lengths of each sequence in the target batch
    :param max_target_sequence_length: Maximum length of target sequences
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :param target_vocab_size: Size of target vocabulary
    :param batch_size: The size of the batch
    :param keep_prob: Dropout keep probability
    :param decoding_embedding_size: Decoding embedding size
    :return: Tuple of (Training BasicDecoderOutput, Inference BasicDecoderOutput)
    """
    dec_embeddings = tf.Variable(tf.random_uniform([target_vocab_size, decoding_embedding_size]))
    dec_embed_input = tf.nn.embedding_lookup(dec_embeddings, dec_input)

    # 2. Construct the decoder cell
    def make_cell(rnn_size):
        dec_cell = tf.contrib.rnn.LSTMCell(rnn_size,
                                           initializer=tf.random_uniform_initializer(-0.1, 0.1, seed=2))
        return dec_cell

    dec_cell = tf.contrib.rnn.MultiRNNCell([make_cell(rnn_size) for _ in range(num_layers)])
     
    # 3. Dense layer to translate the decoder's output at each time 
    # step into a choice from the target vocabulary
    output_layer = Dense(target_vocab_size,
                         kernel_initializer = tf.truncated_normal_initializer(mean = 0.0, stddev=0.1))

    
    
    with tf.variable_scope("decode"):
        training_decoder_output = decoding_layer_train(
            encoder_state,
            dec_cell,
            dec_embed_input,
            target_sequence_length,
            max_target_sequence_length,
            output_layer, keep_prob)
    
    with tf.variable_scope("decode", reuse=True):
        inference_decoder_output = decoding_layer_infer(
            encoder_state,
            dec_cell,
            dec_embeddings,
            target_vocab_to_int['<GO>'],
            target_vocab_to_int['<EOS>'],
            max_target_sequence_length,
            target_vocab_size,
            output_layer,
            batch_size, keep_prob)

        
        
    return training_decoder_output, inference_decoder_output



"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_decoding_layer(decoding_layer)
Tests Passed

Build the Neural Network

Apply the functions you implemented above to:

  • Encode the input using your encoding_layer(rnn_inputs, rnn_size, num_layers, keep_prob, source_sequence_length, source_vocab_size, encoding_embedding_size).
  • Process target data using your process_decoder_input(target_data, target_vocab_to_int, batch_size) function.
  • Decode the encoded input using your decoding_layer(dec_input, enc_state, target_sequence_length, max_target_sentence_length, rnn_size, num_layers, target_vocab_to_int, target_vocab_size, batch_size, keep_prob, dec_embedding_size) function.
In [9]:
def seq2seq_model(input_data, target_data, keep_prob, batch_size,
                  source_sequence_length, target_sequence_length,
                  max_target_sentence_length,
                  source_vocab_size, target_vocab_size,
                  enc_embedding_size, dec_embedding_size,
                  rnn_size, num_layers, target_vocab_to_int):
    """
    Build the Sequence-to-Sequence part of the neural network
    :param input_data: Input placeholder
    :param target_data: Target placeholder
    :param keep_prob: Dropout keep probability placeholder
    :param batch_size: Batch Size
    :param source_sequence_length: Sequence Lengths of source sequences in the batch
    :param target_sequence_length: Sequence Lengths of target sequences in the batch
    :param source_vocab_size: Source vocabulary size
    :param target_vocab_size: Target vocabulary size
    :param enc_embedding_size: Decoder embedding size
    :param dec_embedding_size: Encoder embedding size
    :param rnn_size: RNN Size
    :param num_layers: Number of layers
    :param target_vocab_to_int: Dictionary to go from the target words to an id
    :return: Tuple of (Training BasicDecoderOutput, Inference BasicDecoderOutput)
    """
    _, enc_state = encoding_layer(input_data,
                                  rnn_size,
                                  num_layers,
                                  keep_prob,
                                  source_sequence_length,
                                  source_vocab_size,
                                  enc_embedding_size)
    
    dec_input =  process_decoder_input(target_data, target_vocab_to_int, batch_size)
    
    training_decoder_output, inference_decoder_output = decoding_layer(dec_input,
                                                                       enc_state,
                                                                       target_sequence_length,
                                                                       max_target_sentence_length,
                                                                       rnn_size,
                                                                       num_layers,
                                                                       target_vocab_to_int,
                                                                       target_vocab_size,
                                                                       batch_size,
                                                                       keep_prob,
                                                                       dec_embedding_size)

    
    
    
    
    return training_decoder_output, inference_decoder_output


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_seq2seq_model(seq2seq_model)
Tests Passed

Neural Network Training

Hyperparameters

Tune the following parameters:

  • Set epochs to the number of epochs.
  • Set batch_size to the batch size.
  • Set rnn_size to the size of the RNNs.
  • Set num_layers to the number of layers.
  • Set encoding_embedding_size to the size of the embedding for the encoder.
  • Set decoding_embedding_size to the size of the embedding for the decoder.
  • Set learning_rate to the learning rate.
  • Set keep_probability to the Dropout keep probability
  • Set display_step to state how many steps between each debug output statement
In [10]:
# Number of Epochs
epochs = 60
# Batch Size
batch_size = 128
# RNN Size
rnn_size = 50
# Number of Layers
num_layers = 2
# Embedding Size
encoding_embedding_size = 15
decoding_embedding_size = 15
# Learning Rate
learning_rate = 0.001
# Dropout Keep Probability
keep_probability = 0.8
display_step = True

Build the Graph

Build the graph using the neural network you implemented.

In [11]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
save_path = 'checkpoints/dev'
(source_int_text, target_int_text), (source_vocab_to_int, target_vocab_to_int), _ = helper.load_preprocess()
max_target_sentence_length = max([len(sentence) for sentence in source_int_text])

train_graph = tf.Graph()
with train_graph.as_default():
    input_data, targets, lr, keep_prob, target_sequence_length, max_target_sequence_length, source_sequence_length = model_inputs()

    #sequence_length = tf.placeholder_with_default(max_target_sentence_length, None, name='sequence_length')
    input_shape = tf.shape(input_data)

    train_logits, inference_logits = seq2seq_model(tf.reverse(input_data, [-1]),
                                                   targets,
                                                   keep_prob,
                                                   batch_size,
                                                   source_sequence_length,
                                                   target_sequence_length,
                                                   max_target_sequence_length,
                                                   len(source_vocab_to_int),
                                                   len(target_vocab_to_int),
                                                   encoding_embedding_size,
                                                   decoding_embedding_size,
                                                   rnn_size,
                                                   num_layers,
                                                   target_vocab_to_int)


    training_logits = tf.identity(train_logits.rnn_output, name='logits')
    inference_logits = tf.identity(inference_logits.sample_id, name='predictions')

    masks = tf.sequence_mask(target_sequence_length, max_target_sequence_length, dtype=tf.float32, name='masks')

    with tf.name_scope("optimization"):
        # Loss function
        cost = tf.contrib.seq2seq.sequence_loss(
            training_logits,
            targets,
            masks)

        # Optimizer
        optimizer = tf.train.AdamOptimizer(lr)

        # Gradient Clipping
        gradients = optimizer.compute_gradients(cost)
        capped_gradients = [(tf.clip_by_value(grad, -1., 1.), var) for grad, var in gradients if grad is not None]
        train_op = optimizer.apply_gradients(capped_gradients)

Batch and pad the source and target sequences

In [12]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
def pad_sentence_batch(sentence_batch, pad_int):
    """Pad sentences with <PAD> so that each sentence of a batch has the same length"""
    max_sentence = max([len(sentence) for sentence in sentence_batch])
    return [sentence + [pad_int] * (max_sentence - len(sentence)) for sentence in sentence_batch]


def get_batches(sources, targets, batch_size, source_pad_int, target_pad_int):
    """Batch targets, sources, and the lengths of their sentences together"""
    for batch_i in range(0, len(sources)//batch_size):
        start_i = batch_i * batch_size

        # Slice the right amount for the batch
        sources_batch = sources[start_i:start_i + batch_size]
        targets_batch = targets[start_i:start_i + batch_size]

        # Pad
        pad_sources_batch = np.array(pad_sentence_batch(sources_batch, source_pad_int))
        pad_targets_batch = np.array(pad_sentence_batch(targets_batch, target_pad_int))

        # Need the lengths for the _lengths parameters
        pad_targets_lengths = []
        for target in pad_targets_batch:
            pad_targets_lengths.append(len(target))

        pad_source_lengths = []
        for source in pad_sources_batch:
            pad_source_lengths.append(len(source))

        yield pad_sources_batch, pad_targets_batch, pad_source_lengths, pad_targets_lengths

Train

Train the neural network on the preprocessed data. If you have a hard time getting a good loss, check the forms to see if anyone is having the same problem.

In [13]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
def get_accuracy(target, logits):
    """
    Calculate accuracy
    """
    max_seq = max(target.shape[1], logits.shape[1])
    if max_seq - target.shape[1]:
        target = np.pad(
            target,
            [(0,0),(0,max_seq - target.shape[1])],
            'constant')
    if max_seq - logits.shape[1]:
        logits = np.pad(
            logits,
            [(0,0),(0,max_seq - logits.shape[1])],
            'constant')

    return np.mean(np.equal(target, logits))

# Split data to training and validation sets
train_source = source_int_text[batch_size:]
train_target = target_int_text[batch_size:]
valid_source = source_int_text[:batch_size]
valid_target = target_int_text[:batch_size]
(valid_sources_batch, valid_targets_batch, valid_sources_lengths, valid_targets_lengths ) = next(get_batches(valid_source,
                                                                                                             valid_target,
                                                                                                             batch_size,
                                                                                                             source_vocab_to_int['<PAD>'],
                                                                                                             target_vocab_to_int['<PAD>']))                                                                                                  
with tf.Session(graph=train_graph) as sess:
    sess.run(tf.global_variables_initializer())

    for epoch_i in range(epochs):
        for batch_i, (source_batch, target_batch, sources_lengths, targets_lengths) in enumerate(
                get_batches(train_source, train_target, batch_size,
                            source_vocab_to_int['<PAD>'],
                            target_vocab_to_int['<PAD>'])):

            _, loss = sess.run(
                [train_op, cost],
                {input_data: source_batch,
                 targets: target_batch,
                 lr: learning_rate,
                 target_sequence_length: targets_lengths,
                 source_sequence_length: sources_lengths,
                 keep_prob: keep_probability})


            if batch_i % display_step == 0 and batch_i > 0:


                batch_train_logits = sess.run(
                    inference_logits,
                    {input_data: source_batch,
                     source_sequence_length: sources_lengths,
                     target_sequence_length: targets_lengths,
                     keep_prob: 1.0})


                batch_valid_logits = sess.run(
                    inference_logits,
                    {input_data: valid_sources_batch,
                     source_sequence_length: valid_sources_lengths,
                     target_sequence_length: valid_targets_lengths,
                     keep_prob: 1.0})

                train_acc = get_accuracy(target_batch, batch_train_logits)

                valid_acc = get_accuracy(valid_targets_batch, batch_valid_logits)

                print('Epoch {:>3} Batch {:>4}/{} - Train Accuracy: {:>6.4f}, Validation Accuracy: {:>6.4f}, Loss: {:>6.4f}'
                      .format(epoch_i, batch_i, len(source_int_text) // batch_size, train_acc, valid_acc, loss))

    # Save Model
    saver = tf.train.Saver()
    saver.save(sess, save_path)
    print('Model Trained and Saved')
Epoch   0 Batch    1/1077 - Train Accuracy: 0.2230, Validation Accuracy: 0.3050, Loss: 5.8638
Epoch   0 Batch    2/1077 - Train Accuracy: 0.2081, Validation Accuracy: 0.3065, Loss: 5.8523
Epoch   0 Batch    3/1077 - Train Accuracy: 0.2406, Validation Accuracy: 0.3065, Loss: 5.8326
Epoch   0 Batch    4/1077 - Train Accuracy: 0.2254, Validation Accuracy: 0.3061, Loss: 5.8166
Epoch   0 Batch    5/1077 - Train Accuracy: 0.2609, Validation Accuracy: 0.3058, Loss: 5.7876
Epoch   0 Batch    6/1077 - Train Accuracy: 0.2426, Validation Accuracy: 0.3050, Loss: 5.7605
Epoch   0 Batch    7/1077 - Train Accuracy: 0.2258, Validation Accuracy: 0.3050, Loss: 5.7320
Epoch   0 Batch    8/1077 - Train Accuracy: 0.2324, Validation Accuracy: 0.3050, Loss: 5.6853
Epoch   0 Batch    9/1077 - Train Accuracy: 0.2355, Validation Accuracy: 0.3050, Loss: 5.6267
Epoch   0 Batch   10/1077 - Train Accuracy: 0.1982, Validation Accuracy: 0.3050, Loss: 5.5959
Epoch   0 Batch   11/1077 - Train Accuracy: 0.2586, Validation Accuracy: 0.3050, Loss: 5.4501
Epoch   0 Batch   12/1077 - Train Accuracy: 0.2301, Validation Accuracy: 0.3050, Loss: 5.4073
Epoch   0 Batch   13/1077 - Train Accuracy: 0.2812, Validation Accuracy: 0.3050, Loss: 5.2382
Epoch   0 Batch   14/1077 - Train Accuracy: 0.2556, Validation Accuracy: 0.3050, Loss: 5.1806
Epoch   0 Batch   15/1077 - Train Accuracy: 0.2355, Validation Accuracy: 0.3050, Loss: 5.1367
Epoch   0 Batch   16/1077 - Train Accuracy: 0.2539, Validation Accuracy: 0.3050, Loss: 5.0330
Epoch   0 Batch   17/1077 - Train Accuracy: 0.2539, Validation Accuracy: 0.3050, Loss: 4.9519
Epoch   0 Batch   18/1077 - Train Accuracy: 0.2344, Validation Accuracy: 0.3050, Loss: 4.9087
Epoch   0 Batch   19/1077 - Train Accuracy: 0.2535, Validation Accuracy: 0.3050, Loss: 4.7959
Epoch   0 Batch   20/1077 - Train Accuracy: 0.2316, Validation Accuracy: 0.3050, Loss: 4.7618
Epoch   0 Batch   21/1077 - Train Accuracy: 0.2145, Validation Accuracy: 0.3050, Loss: 4.7213
Epoch   0 Batch   22/1077 - Train Accuracy: 0.2273, Validation Accuracy: 0.3050, Loss: 4.6286
Epoch   0 Batch   23/1077 - Train Accuracy: 0.2352, Validation Accuracy: 0.3050, Loss: 4.5463
Epoch   0 Batch   24/1077 - Train Accuracy: 0.2359, Validation Accuracy: 0.3050, Loss: 4.4718
Epoch   0 Batch   25/1077 - Train Accuracy: 0.2383, Validation Accuracy: 0.3050, Loss: 4.3952
Epoch   0 Batch   26/1077 - Train Accuracy: 0.2203, Validation Accuracy: 0.3050, Loss: 4.3725
Epoch   0 Batch   27/1077 - Train Accuracy: 0.2824, Validation Accuracy: 0.3050, Loss: 4.1551
Epoch   0 Batch   28/1077 - Train Accuracy: 0.2512, Validation Accuracy: 0.3050, Loss: 4.1751
Epoch   0 Batch   29/1077 - Train Accuracy: 0.2441, Validation Accuracy: 0.3050, Loss: 4.1401
Epoch   0 Batch   30/1077 - Train Accuracy: 0.2277, Validation Accuracy: 0.3054, Loss: 4.1166
Epoch   0 Batch   31/1077 - Train Accuracy: 0.2500, Validation Accuracy: 0.3182, Loss: 4.0556
Epoch   0 Batch   32/1077 - Train Accuracy: 0.3118, Validation Accuracy: 0.3185, Loss: 3.8323
Epoch   0 Batch   33/1077 - Train Accuracy: 0.3006, Validation Accuracy: 0.3349, Loss: 3.8501
Epoch   0 Batch   34/1077 - Train Accuracy: 0.2605, Validation Accuracy: 0.3349, Loss: 3.9255
Epoch   0 Batch   35/1077 - Train Accuracy: 0.2676, Validation Accuracy: 0.3349, Loss: 3.8801
Epoch   0 Batch   36/1077 - Train Accuracy: 0.2953, Validation Accuracy: 0.3349, Loss: 3.7978
Epoch   0 Batch   37/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3352, Loss: 3.8304
Epoch   0 Batch   38/1077 - Train Accuracy: 0.2356, Validation Accuracy: 0.3356, Loss: 3.9163
Epoch   0 Batch   39/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3356, Loss: 3.7666
Epoch   0 Batch   40/1077 - Train Accuracy: 0.2648, Validation Accuracy: 0.3356, Loss: 3.7414
Epoch   0 Batch   41/1077 - Train Accuracy: 0.2876, Validation Accuracy: 0.3356, Loss: 3.6348
Epoch   0 Batch   42/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3363, Loss: 3.6734
Epoch   0 Batch   43/1077 - Train Accuracy: 0.2262, Validation Accuracy: 0.3363, Loss: 3.7658
Epoch   0 Batch   44/1077 - Train Accuracy: 0.2192, Validation Accuracy: 0.3363, Loss: 3.8107
Epoch   0 Batch   45/1077 - Train Accuracy: 0.2656, Validation Accuracy: 0.3366, Loss: 3.6423
Epoch   0 Batch   46/1077 - Train Accuracy: 0.2512, Validation Accuracy: 0.3366, Loss: 3.7069
Epoch   0 Batch   47/1077 - Train Accuracy: 0.2801, Validation Accuracy: 0.3366, Loss: 3.5682
Epoch   0 Batch   48/1077 - Train Accuracy: 0.2887, Validation Accuracy: 0.3366, Loss: 3.5364
Epoch   0 Batch   49/1077 - Train Accuracy: 0.2980, Validation Accuracy: 0.3366, Loss: 3.4975
Epoch   0 Batch   50/1077 - Train Accuracy: 0.2605, Validation Accuracy: 0.3366, Loss: 3.5989
Epoch   0 Batch   51/1077 - Train Accuracy: 0.2953, Validation Accuracy: 0.3366, Loss: 3.5014
Epoch   0 Batch   52/1077 - Train Accuracy: 0.2676, Validation Accuracy: 0.3366, Loss: 3.5559
Epoch   0 Batch   53/1077 - Train Accuracy: 0.2574, Validation Accuracy: 0.3366, Loss: 3.5733
Epoch   0 Batch   54/1077 - Train Accuracy: 0.2648, Validation Accuracy: 0.3366, Loss: 3.5718
Epoch   0 Batch   55/1077 - Train Accuracy: 0.2914, Validation Accuracy: 0.3366, Loss: 3.4332
Epoch   0 Batch   56/1077 - Train Accuracy: 0.2707, Validation Accuracy: 0.3366, Loss: 3.5017
Epoch   0 Batch   57/1077 - Train Accuracy: 0.3416, Validation Accuracy: 0.3366, Loss: 3.2079
Epoch   0 Batch   58/1077 - Train Accuracy: 0.2773, Validation Accuracy: 0.3366, Loss: 3.4657
Epoch   0 Batch   59/1077 - Train Accuracy: 0.2303, Validation Accuracy: 0.3366, Loss: 3.6088
Epoch   0 Batch   60/1077 - Train Accuracy: 0.2987, Validation Accuracy: 0.3366, Loss: 3.3543
Epoch   0 Batch   61/1077 - Train Accuracy: 0.2777, Validation Accuracy: 0.3366, Loss: 3.4421
Epoch   0 Batch   62/1077 - Train Accuracy: 0.2340, Validation Accuracy: 0.3366, Loss: 3.6052
Epoch   0 Batch   63/1077 - Train Accuracy: 0.3099, Validation Accuracy: 0.3366, Loss: 3.2858
Epoch   0 Batch   64/1077 - Train Accuracy: 0.2719, Validation Accuracy: 0.3363, Loss: 3.4395
Epoch   0 Batch   65/1077 - Train Accuracy: 0.2290, Validation Accuracy: 0.3363, Loss: 3.5777
Epoch   0 Batch   66/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3363, Loss: 3.3974
Epoch   0 Batch   67/1077 - Train Accuracy: 0.3121, Validation Accuracy: 0.3363, Loss: 3.2610
Epoch   0 Batch   68/1077 - Train Accuracy: 0.2613, Validation Accuracy: 0.3363, Loss: 3.4243
Epoch   0 Batch   69/1077 - Train Accuracy: 0.3000, Validation Accuracy: 0.3363, Loss: 3.3515
Epoch   0 Batch   70/1077 - Train Accuracy: 0.2307, Validation Accuracy: 0.3363, Loss: 3.5171
Epoch   0 Batch   71/1077 - Train Accuracy: 0.2617, Validation Accuracy: 0.3363, Loss: 3.3561
Epoch   0 Batch   72/1077 - Train Accuracy: 0.2672, Validation Accuracy: 0.3363, Loss: 3.3546
Epoch   0 Batch   73/1077 - Train Accuracy: 0.2727, Validation Accuracy: 0.3363, Loss: 3.3491
Epoch   0 Batch   74/1077 - Train Accuracy: 0.3025, Validation Accuracy: 0.3363, Loss: 3.2306
Epoch   0 Batch   75/1077 - Train Accuracy: 0.2812, Validation Accuracy: 0.3363, Loss: 3.2820
Epoch   0 Batch   76/1077 - Train Accuracy: 0.2723, Validation Accuracy: 0.3363, Loss: 3.3182
Epoch   0 Batch   77/1077 - Train Accuracy: 0.2613, Validation Accuracy: 0.3363, Loss: 3.3436
Epoch   0 Batch   78/1077 - Train Accuracy: 0.2307, Validation Accuracy: 0.3363, Loss: 3.4535
Epoch   0 Batch   79/1077 - Train Accuracy: 0.2828, Validation Accuracy: 0.3363, Loss: 3.3132
Epoch   0 Batch   80/1077 - Train Accuracy: 0.2715, Validation Accuracy: 0.3363, Loss: 3.2802
Epoch   0 Batch   81/1077 - Train Accuracy: 0.2711, Validation Accuracy: 0.3363, Loss: 3.2811
Epoch   0 Batch   82/1077 - Train Accuracy: 0.3409, Validation Accuracy: 0.3363, Loss: 3.0449
Epoch   0 Batch   83/1077 - Train Accuracy: 0.2373, Validation Accuracy: 0.3363, Loss: 3.4079
Epoch   0 Batch   84/1077 - Train Accuracy: 0.2703, Validation Accuracy: 0.3363, Loss: 3.2353
Epoch   0 Batch   85/1077 - Train Accuracy: 0.2797, Validation Accuracy: 0.3363, Loss: 3.2001
Epoch   0 Batch   86/1077 - Train Accuracy: 0.2746, Validation Accuracy: 0.3363, Loss: 3.2657
Epoch   0 Batch   87/1077 - Train Accuracy: 0.2980, Validation Accuracy: 0.3413, Loss: 3.2290
Epoch   0 Batch   88/1077 - Train Accuracy: 0.2930, Validation Accuracy: 0.3452, Loss: 3.2494
Epoch   0 Batch   89/1077 - Train Accuracy: 0.2848, Validation Accuracy: 0.3494, Loss: 3.2392
Epoch   0 Batch   90/1077 - Train Accuracy: 0.2820, Validation Accuracy: 0.3498, Loss: 3.2635
Epoch   0 Batch   91/1077 - Train Accuracy: 0.3430, Validation Accuracy: 0.3462, Loss: 3.0469
Epoch   0 Batch   92/1077 - Train Accuracy: 0.3051, Validation Accuracy: 0.3427, Loss: 3.1657
Epoch   0 Batch   93/1077 - Train Accuracy: 0.2766, Validation Accuracy: 0.3388, Loss: 3.2389
Epoch   0 Batch   94/1077 - Train Accuracy: 0.2895, Validation Accuracy: 0.3374, Loss: 3.1623
Epoch   0 Batch   95/1077 - Train Accuracy: 0.3185, Validation Accuracy: 0.3363, Loss: 3.1044
Epoch   0 Batch   96/1077 - Train Accuracy: 0.2895, Validation Accuracy: 0.3370, Loss: 3.1856
Epoch   0 Batch   97/1077 - Train Accuracy: 0.3008, Validation Accuracy: 0.3363, Loss: 3.1606
Epoch   0 Batch   98/1077 - Train Accuracy: 0.3281, Validation Accuracy: 0.3363, Loss: 3.0542
Epoch   0 Batch   99/1077 - Train Accuracy: 0.2660, Validation Accuracy: 0.3363, Loss: 3.2490
Epoch   0 Batch  100/1077 - Train Accuracy: 0.2617, Validation Accuracy: 0.3363, Loss: 3.2362
Epoch   0 Batch  101/1077 - Train Accuracy: 0.2645, Validation Accuracy: 0.3366, Loss: 3.1875
Epoch   0 Batch  102/1077 - Train Accuracy: 0.2996, Validation Accuracy: 0.3374, Loss: 3.1322
Epoch   0 Batch  103/1077 - Train Accuracy: 0.2249, Validation Accuracy: 0.3391, Loss: 3.3421
Epoch   0 Batch  104/1077 - Train Accuracy: 0.2179, Validation Accuracy: 0.3388, Loss: 3.3909
Epoch   0 Batch  105/1077 - Train Accuracy: 0.2879, Validation Accuracy: 0.3402, Loss: 3.1443
Epoch   0 Batch  106/1077 - Train Accuracy: 0.2726, Validation Accuracy: 0.3413, Loss: 3.2782
Epoch   0 Batch  107/1077 - Train Accuracy: 0.3114, Validation Accuracy: 0.3413, Loss: 3.0750
Epoch   0 Batch  108/1077 - Train Accuracy: 0.3402, Validation Accuracy: 0.3416, Loss: 2.9469
Epoch   0 Batch  109/1077 - Train Accuracy: 0.2977, Validation Accuracy: 0.3416, Loss: 3.1370
Epoch   0 Batch  110/1077 - Train Accuracy: 0.2902, Validation Accuracy: 0.3441, Loss: 3.1310
Epoch   0 Batch  111/1077 - Train Accuracy: 0.2750, Validation Accuracy: 0.3445, Loss: 3.1704
Epoch   0 Batch  112/1077 - Train Accuracy: 0.2887, Validation Accuracy: 0.3462, Loss: 3.1643
Epoch   0 Batch  113/1077 - Train Accuracy: 0.2805, Validation Accuracy: 0.3473, Loss: 3.1968
Epoch   0 Batch  114/1077 - Train Accuracy: 0.3285, Validation Accuracy: 0.3501, Loss: 3.0268
Epoch   0 Batch  115/1077 - Train Accuracy: 0.2988, Validation Accuracy: 0.3512, Loss: 3.1612
Epoch   0 Batch  116/1077 - Train Accuracy: 0.2715, Validation Accuracy: 0.3530, Loss: 3.2025
Epoch   0 Batch  117/1077 - Train Accuracy: 0.2781, Validation Accuracy: 0.3523, Loss: 3.2000
Epoch   0 Batch  118/1077 - Train Accuracy: 0.2385, Validation Accuracy: 0.3523, Loss: 3.3099
Epoch   0 Batch  119/1077 - Train Accuracy: 0.2863, Validation Accuracy: 0.3530, Loss: 3.1526
Epoch   0 Batch  120/1077 - Train Accuracy: 0.2918, Validation Accuracy: 0.3555, Loss: 3.1445
Epoch   0 Batch  121/1077 - Train Accuracy: 0.2969, Validation Accuracy: 0.3572, Loss: 3.1077
Epoch   0 Batch  122/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3572, Loss: 3.1293
Epoch   0 Batch  123/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3572, Loss: 3.0805
Epoch   0 Batch  124/1077 - Train Accuracy: 0.2973, Validation Accuracy: 0.3576, Loss: 3.1423
Epoch   0 Batch  125/1077 - Train Accuracy: 0.3151, Validation Accuracy: 0.3576, Loss: 3.0544
Epoch   0 Batch  126/1077 - Train Accuracy: 0.3207, Validation Accuracy: 0.3576, Loss: 3.0060
Epoch   0 Batch  127/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3580, Loss: 3.1108
Epoch   0 Batch  128/1077 - Train Accuracy: 0.3344, Validation Accuracy: 0.3583, Loss: 2.9750
Epoch   0 Batch  129/1077 - Train Accuracy: 0.3191, Validation Accuracy: 0.3580, Loss: 3.0913
Epoch   0 Batch  130/1077 - Train Accuracy: 0.3229, Validation Accuracy: 0.3576, Loss: 3.0058
Epoch   0 Batch  131/1077 - Train Accuracy: 0.2867, Validation Accuracy: 0.3572, Loss: 3.1420
Epoch   0 Batch  132/1077 - Train Accuracy: 0.2922, Validation Accuracy: 0.3576, Loss: 3.1521
Epoch   0 Batch  133/1077 - Train Accuracy: 0.2627, Validation Accuracy: 0.3583, Loss: 3.1989
Epoch   0 Batch  134/1077 - Train Accuracy: 0.3311, Validation Accuracy: 0.3583, Loss: 3.0402
Epoch   0 Batch  135/1077 - Train Accuracy: 0.2837, Validation Accuracy: 0.3587, Loss: 3.1619
Epoch   0 Batch  136/1077 - Train Accuracy: 0.3078, Validation Accuracy: 0.3587, Loss: 3.0580
Epoch   0 Batch  137/1077 - Train Accuracy: 0.3356, Validation Accuracy: 0.3597, Loss: 2.9175
Epoch   0 Batch  138/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3608, Loss: 3.0741
Epoch   0 Batch  139/1077 - Train Accuracy: 0.3156, Validation Accuracy: 0.3622, Loss: 3.0345
Epoch   0 Batch  140/1077 - Train Accuracy: 0.2660, Validation Accuracy: 0.3622, Loss: 3.2338
Epoch   0 Batch  141/1077 - Train Accuracy: 0.3043, Validation Accuracy: 0.3622, Loss: 3.1013
Epoch   0 Batch  142/1077 - Train Accuracy: 0.3382, Validation Accuracy: 0.3608, Loss: 2.9152
Epoch   0 Batch  143/1077 - Train Accuracy: 0.3094, Validation Accuracy: 0.3612, Loss: 3.0570
Epoch   0 Batch  144/1077 - Train Accuracy: 0.2734, Validation Accuracy: 0.3622, Loss: 3.2031
Epoch   0 Batch  145/1077 - Train Accuracy: 0.3043, Validation Accuracy: 0.3626, Loss: 3.0331
Epoch   0 Batch  146/1077 - Train Accuracy: 0.3371, Validation Accuracy: 0.3626, Loss: 2.9596
Epoch   0 Batch  147/1077 - Train Accuracy: 0.2945, Validation Accuracy: 0.3626, Loss: 3.0997
Epoch   0 Batch  148/1077 - Train Accuracy: 0.3137, Validation Accuracy: 0.3608, Loss: 3.0374
Epoch   0 Batch  149/1077 - Train Accuracy: 0.3098, Validation Accuracy: 0.3604, Loss: 3.0507
Epoch   0 Batch  150/1077 - Train Accuracy: 0.3460, Validation Accuracy: 0.3608, Loss: 2.9325
Epoch   0 Batch  151/1077 - Train Accuracy: 0.3382, Validation Accuracy: 0.3622, Loss: 2.9200
Epoch   0 Batch  152/1077 - Train Accuracy: 0.3230, Validation Accuracy: 0.3622, Loss: 3.0118
Epoch   0 Batch  153/1077 - Train Accuracy: 0.2992, Validation Accuracy: 0.3608, Loss: 3.0822
Epoch   0 Batch  154/1077 - Train Accuracy: 0.2673, Validation Accuracy: 0.3601, Loss: 3.1762
Epoch   0 Batch  155/1077 - Train Accuracy: 0.3055, Validation Accuracy: 0.3601, Loss: 3.0242
Epoch   0 Batch  156/1077 - Train Accuracy: 0.2902, Validation Accuracy: 0.3601, Loss: 3.0609
Epoch   0 Batch  157/1077 - Train Accuracy: 0.3066, Validation Accuracy: 0.3604, Loss: 3.0307
Epoch   0 Batch  158/1077 - Train Accuracy: 0.3464, Validation Accuracy: 0.3604, Loss: 2.9179
Epoch   0 Batch  159/1077 - Train Accuracy: 0.3307, Validation Accuracy: 0.3604, Loss: 2.9011
Epoch   0 Batch  160/1077 - Train Accuracy: 0.3031, Validation Accuracy: 0.3604, Loss: 2.9916
Epoch   0 Batch  161/1077 - Train Accuracy: 0.2957, Validation Accuracy: 0.3608, Loss: 3.0442
Epoch   0 Batch  162/1077 - Train Accuracy: 0.3086, Validation Accuracy: 0.3619, Loss: 2.9977
Epoch   0 Batch  163/1077 - Train Accuracy: 0.2706, Validation Accuracy: 0.3622, Loss: 3.1344
Epoch   0 Batch  164/1077 - Train Accuracy: 0.2977, Validation Accuracy: 0.3622, Loss: 3.0571
Epoch   0 Batch  165/1077 - Train Accuracy: 0.2914, Validation Accuracy: 0.3622, Loss: 3.0306
Epoch   0 Batch  166/1077 - Train Accuracy: 0.3324, Validation Accuracy: 0.3622, Loss: 2.9217
Epoch   0 Batch  167/1077 - Train Accuracy: 0.2938, Validation Accuracy: 0.3636, Loss: 3.0385
Epoch   0 Batch  168/1077 - Train Accuracy: 0.2829, Validation Accuracy: 0.3665, Loss: 3.0988
Epoch   0 Batch  169/1077 - Train Accuracy: 0.3601, Validation Accuracy: 0.3672, Loss: 2.8312
Epoch   0 Batch  170/1077 - Train Accuracy: 0.2859, Validation Accuracy: 0.3665, Loss: 3.0912
Epoch   0 Batch  171/1077 - Train Accuracy: 0.3636, Validation Accuracy: 0.3633, Loss: 2.7891
Epoch   0 Batch  172/1077 - Train Accuracy: 0.3356, Validation Accuracy: 0.3622, Loss: 2.8683
Epoch   0 Batch  173/1077 - Train Accuracy: 0.2697, Validation Accuracy: 0.3622, Loss: 3.1684
Epoch   0 Batch  174/1077 - Train Accuracy: 0.3211, Validation Accuracy: 0.3672, Loss: 2.9442
Epoch   0 Batch  175/1077 - Train Accuracy: 0.3254, Validation Accuracy: 0.3672, Loss: 2.9408
Epoch   0 Batch  176/1077 - Train Accuracy: 0.3004, Validation Accuracy: 0.3672, Loss: 3.0083
Epoch   0 Batch  177/1077 - Train Accuracy: 0.2891, Validation Accuracy: 0.3675, Loss: 3.1043
Epoch   0 Batch  178/1077 - Train Accuracy: 0.3254, Validation Accuracy: 0.3675, Loss: 2.9385
Epoch   0 Batch  179/1077 - Train Accuracy: 0.2961, Validation Accuracy: 0.3672, Loss: 3.0477
Epoch   0 Batch  180/1077 - Train Accuracy: 0.3125, Validation Accuracy: 0.3672, Loss: 2.9758
Epoch   0 Batch  181/1077 - Train Accuracy: 0.3160, Validation Accuracy: 0.3672, Loss: 2.9509
Epoch   0 Batch  182/1077 - Train Accuracy: 0.3423, Validation Accuracy: 0.3700, Loss: 2.8930
Epoch   0 Batch  183/1077 - Train Accuracy: 0.3047, Validation Accuracy: 0.3736, Loss: 3.0041
Epoch   0 Batch  184/1077 - Train Accuracy: 0.3109, Validation Accuracy: 0.3683, Loss: 2.9570
Epoch   0 Batch  185/1077 - Train Accuracy: 0.3102, Validation Accuracy: 0.3683, Loss: 2.9640
Epoch   0 Batch  186/1077 - Train Accuracy: 0.3022, Validation Accuracy: 0.3704, Loss: 3.0178
Epoch   0 Batch  187/1077 - Train Accuracy: 0.3063, Validation Accuracy: 0.3725, Loss: 2.9770
Epoch   0 Batch  188/1077 - Train Accuracy: 0.3137, Validation Accuracy: 0.3736, Loss: 2.9425
Epoch   0 Batch  189/1077 - Train Accuracy: 0.3141, Validation Accuracy: 0.3739, Loss: 2.9936
Epoch   0 Batch  190/1077 - Train Accuracy: 0.3141, Validation Accuracy: 0.3757, Loss: 2.9753
Epoch   0 Batch  191/1077 - Train Accuracy: 0.3739, Validation Accuracy: 0.3793, Loss: 2.7155
Epoch   0 Batch  192/1077 - Train Accuracy: 0.3301, Validation Accuracy: 0.3853, Loss: 2.9521
Epoch   0 Batch  193/1077 - Train Accuracy: 0.3441, Validation Accuracy: 0.3853, Loss: 2.8824
Epoch   0 Batch  194/1077 - Train Accuracy: 0.3597, Validation Accuracy: 0.3899, Loss: 2.8002
Epoch   0 Batch  195/1077 - Train Accuracy: 0.3152, Validation Accuracy: 0.3910, Loss: 2.9751
Epoch   0 Batch  196/1077 - Train Accuracy: 0.3395, Validation Accuracy: 0.3892, Loss: 2.8910
Epoch   0 Batch  197/1077 - Train Accuracy: 0.3523, Validation Accuracy: 0.3881, Loss: 2.8551
Epoch   0 Batch  198/1077 - Train Accuracy: 0.3609, Validation Accuracy: 0.3878, Loss: 2.7844
Epoch   0 Batch  199/1077 - Train Accuracy: 0.3371, Validation Accuracy: 0.3871, Loss: 2.9249
Epoch   0 Batch  200/1077 - Train Accuracy: 0.3398, Validation Accuracy: 0.3942, Loss: 2.9215
Epoch   0 Batch  201/1077 - Train Accuracy: 0.3520, Validation Accuracy: 0.3991, Loss: 2.8592
Epoch   0 Batch  202/1077 - Train Accuracy: 0.3383, Validation Accuracy: 0.3981, Loss: 2.9256
Epoch   0 Batch  203/1077 - Train Accuracy: 0.3512, Validation Accuracy: 0.3960, Loss: 2.8712
Epoch   0 Batch  204/1077 - Train Accuracy: 0.3348, Validation Accuracy: 0.3920, Loss: 2.8994
Epoch   0 Batch  205/1077 - Train Accuracy: 0.3414, Validation Accuracy: 0.3924, Loss: 2.9014
Epoch   0 Batch  206/1077 - Train Accuracy: 0.3398, Validation Accuracy: 0.3960, Loss: 2.9020
Epoch   0 Batch  207/1077 - Train Accuracy: 0.3328, Validation Accuracy: 0.4023, Loss: 2.9721
Epoch   0 Batch  208/1077 - Train Accuracy: 0.3694, Validation Accuracy: 0.4020, Loss: 2.7985
Epoch   0 Batch  209/1077 - Train Accuracy: 0.3679, Validation Accuracy: 0.3956, Loss: 2.7655
Epoch   0 Batch  210/1077 - Train Accuracy: 0.3616, Validation Accuracy: 0.3928, Loss: 2.8146
Epoch   0 Batch  211/1077 - Train Accuracy: 0.3414, Validation Accuracy: 0.3984, Loss: 2.8826
Epoch   0 Batch  212/1077 - Train Accuracy: 0.3757, Validation Accuracy: 0.4045, Loss: 2.7587
Epoch   0 Batch  213/1077 - Train Accuracy: 0.3520, Validation Accuracy: 0.4045, Loss: 2.8628
Epoch   0 Batch  214/1077 - Train Accuracy: 0.3395, Validation Accuracy: 0.4023, Loss: 2.8939
Epoch   0 Batch  215/1077 - Train Accuracy: 0.3301, Validation Accuracy: 0.3988, Loss: 2.9168
Epoch   0 Batch  216/1077 - Train Accuracy: 0.3426, Validation Accuracy: 0.4073, Loss: 2.9061
Epoch   0 Batch  217/1077 - Train Accuracy: 0.3617, Validation Accuracy: 0.4123, Loss: 2.8154
Epoch   0 Batch  218/1077 - Train Accuracy: 0.3355, Validation Accuracy: 0.4116, Loss: 2.9721
Epoch   0 Batch  219/1077 - Train Accuracy: 0.3500, Validation Accuracy: 0.4087, Loss: 2.8808
Epoch   0 Batch  220/1077 - Train Accuracy: 0.3388, Validation Accuracy: 0.4176, Loss: 2.9778
Epoch   0 Batch  221/1077 - Train Accuracy: 0.3549, Validation Accuracy: 0.4205, Loss: 2.9088
Epoch   0 Batch  222/1077 - Train Accuracy: 0.3543, Validation Accuracy: 0.4233, Loss: 2.9698
Epoch   0 Batch  223/1077 - Train Accuracy: 0.4029, Validation Accuracy: 0.4237, Loss: 2.7212
Epoch   0 Batch  224/1077 - Train Accuracy: 0.3605, Validation Accuracy: 0.4237, Loss: 2.8585
Epoch   0 Batch  225/1077 - Train Accuracy: 0.3762, Validation Accuracy: 0.4318, Loss: 2.8715
Epoch   0 Batch  226/1077 - Train Accuracy: 0.3801, Validation Accuracy: 0.4361, Loss: 2.8565
Epoch   0 Batch  227/1077 - Train Accuracy: 0.3688, Validation Accuracy: 0.4361, Loss: 2.9305
Epoch   0 Batch  228/1077 - Train Accuracy: 0.3961, Validation Accuracy: 0.4357, Loss: 2.8011
Epoch   0 Batch  229/1077 - Train Accuracy: 0.3797, Validation Accuracy: 0.4237, Loss: 2.8168
Epoch   0 Batch  230/1077 - Train Accuracy: 0.4115, Validation Accuracy: 0.4329, Loss: 2.7161
Epoch   0 Batch  231/1077 - Train Accuracy: 0.3934, Validation Accuracy: 0.4364, Loss: 2.8136
Epoch   0 Batch  232/1077 - Train Accuracy: 0.3479, Validation Accuracy: 0.4368, Loss: 2.9856
Epoch   0 Batch  233/1077 - Train Accuracy: 0.3863, Validation Accuracy: 0.4375, Loss: 2.8525
Epoch   0 Batch  234/1077 - Train Accuracy: 0.4111, Validation Accuracy: 0.4336, Loss: 2.7036
Epoch   0 Batch  235/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4343, Loss: 2.6690
Epoch   0 Batch  236/1077 - Train Accuracy: 0.3863, Validation Accuracy: 0.4439, Loss: 2.8428
Epoch   0 Batch  237/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4428, Loss: 2.6956
Epoch   0 Batch  238/1077 - Train Accuracy: 0.3965, Validation Accuracy: 0.4393, Loss: 2.8429
Epoch   0 Batch  239/1077 - Train Accuracy: 0.4040, Validation Accuracy: 0.4371, Loss: 2.7127
Epoch   0 Batch  240/1077 - Train Accuracy: 0.4051, Validation Accuracy: 0.4368, Loss: 2.7534
Epoch   0 Batch  241/1077 - Train Accuracy: 0.4039, Validation Accuracy: 0.4368, Loss: 2.7451
Epoch   0 Batch  242/1077 - Train Accuracy: 0.3684, Validation Accuracy: 0.4393, Loss: 2.8585
Epoch   0 Batch  243/1077 - Train Accuracy: 0.3590, Validation Accuracy: 0.4414, Loss: 2.8873
Epoch   0 Batch  244/1077 - Train Accuracy: 0.4343, Validation Accuracy: 0.4411, Loss: 2.6245
Epoch   0 Batch  245/1077 - Train Accuracy: 0.4066, Validation Accuracy: 0.4411, Loss: 2.6946
Epoch   0 Batch  246/1077 - Train Accuracy: 0.3883, Validation Accuracy: 0.4432, Loss: 2.8053
Epoch   0 Batch  247/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4460, Loss: 2.6304
Epoch   0 Batch  248/1077 - Train Accuracy: 0.4094, Validation Accuracy: 0.4474, Loss: 2.7351
Epoch   0 Batch  249/1077 - Train Accuracy: 0.3937, Validation Accuracy: 0.4471, Loss: 2.7780
Epoch   0 Batch  250/1077 - Train Accuracy: 0.4347, Validation Accuracy: 0.4435, Loss: 2.5856
Epoch   0 Batch  251/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4425, Loss: 2.7296
Epoch   0 Batch  252/1077 - Train Accuracy: 0.3945, Validation Accuracy: 0.4425, Loss: 2.7386
Epoch   0 Batch  253/1077 - Train Accuracy: 0.4339, Validation Accuracy: 0.4464, Loss: 2.5960
Epoch   0 Batch  254/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4450, Loss: 2.7514
Epoch   0 Batch  255/1077 - Train Accuracy: 0.3969, Validation Accuracy: 0.4460, Loss: 2.7587
Epoch   0 Batch  256/1077 - Train Accuracy: 0.3848, Validation Accuracy: 0.4485, Loss: 2.7594
Epoch   0 Batch  257/1077 - Train Accuracy: 0.4200, Validation Accuracy: 0.4464, Loss: 2.6353
Epoch   0 Batch  258/1077 - Train Accuracy: 0.4271, Validation Accuracy: 0.4439, Loss: 2.5958
Epoch   0 Batch  259/1077 - Train Accuracy: 0.3941, Validation Accuracy: 0.4489, Loss: 2.7422
Epoch   0 Batch  260/1077 - Train Accuracy: 0.4204, Validation Accuracy: 0.4485, Loss: 2.6289
Epoch   0 Batch  261/1077 - Train Accuracy: 0.4178, Validation Accuracy: 0.4513, Loss: 2.6639
Epoch   0 Batch  262/1077 - Train Accuracy: 0.3996, Validation Accuracy: 0.4510, Loss: 2.7351
Epoch   0 Batch  263/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4496, Loss: 2.7033
Epoch   0 Batch  264/1077 - Train Accuracy: 0.3852, Validation Accuracy: 0.4489, Loss: 2.7752
Epoch   0 Batch  265/1077 - Train Accuracy: 0.4016, Validation Accuracy: 0.4485, Loss: 2.6872
Epoch   0 Batch  266/1077 - Train Accuracy: 0.4241, Validation Accuracy: 0.4492, Loss: 2.6012
Epoch   0 Batch  267/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4542, Loss: 2.5796
Epoch   0 Batch  268/1077 - Train Accuracy: 0.4152, Validation Accuracy: 0.4521, Loss: 2.6836
Epoch   0 Batch  269/1077 - Train Accuracy: 0.3762, Validation Accuracy: 0.4538, Loss: 2.8492
Epoch   0 Batch  270/1077 - Train Accuracy: 0.3676, Validation Accuracy: 0.4531, Loss: 2.8387
Epoch   0 Batch  271/1077 - Train Accuracy: 0.4113, Validation Accuracy: 0.4549, Loss: 2.7126
Epoch   0 Batch  272/1077 - Train Accuracy: 0.4219, Validation Accuracy: 0.4521, Loss: 2.6111
Epoch   0 Batch  273/1077 - Train Accuracy: 0.4222, Validation Accuracy: 0.4545, Loss: 2.5967
Epoch   0 Batch  274/1077 - Train Accuracy: 0.4137, Validation Accuracy: 0.4581, Loss: 2.6389
Epoch   0 Batch  275/1077 - Train Accuracy: 0.4390, Validation Accuracy: 0.4560, Loss: 2.5502
Epoch   0 Batch  276/1077 - Train Accuracy: 0.3918, Validation Accuracy: 0.4531, Loss: 2.7109
Epoch   0 Batch  277/1077 - Train Accuracy: 0.4323, Validation Accuracy: 0.4528, Loss: 2.5725
Epoch   0 Batch  278/1077 - Train Accuracy: 0.3852, Validation Accuracy: 0.4506, Loss: 2.7467
Epoch   0 Batch  279/1077 - Train Accuracy: 0.3711, Validation Accuracy: 0.4528, Loss: 2.8004
Epoch   0 Batch  280/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4531, Loss: 2.6821
Epoch   0 Batch  281/1077 - Train Accuracy: 0.4098, Validation Accuracy: 0.4538, Loss: 2.6646
Epoch   0 Batch  282/1077 - Train Accuracy: 0.3957, Validation Accuracy: 0.4542, Loss: 2.7255
Epoch   0 Batch  283/1077 - Train Accuracy: 0.4195, Validation Accuracy: 0.4535, Loss: 2.6393
Epoch   0 Batch  284/1077 - Train Accuracy: 0.3926, Validation Accuracy: 0.4553, Loss: 2.7376
Epoch   0 Batch  285/1077 - Train Accuracy: 0.4368, Validation Accuracy: 0.4545, Loss: 2.5278
Epoch   0 Batch  286/1077 - Train Accuracy: 0.4397, Validation Accuracy: 0.4538, Loss: 2.4973
Epoch   0 Batch  287/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4556, Loss: 2.6513
Epoch   0 Batch  288/1077 - Train Accuracy: 0.3820, Validation Accuracy: 0.4538, Loss: 2.7637
Epoch   0 Batch  289/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4524, Loss: 2.6071
Epoch   0 Batch  290/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4506, Loss: 2.6798
Epoch   0 Batch  291/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4524, Loss: 2.5613
Epoch   0 Batch  292/1077 - Train Accuracy: 0.4315, Validation Accuracy: 0.4560, Loss: 2.5525
Epoch   0 Batch  293/1077 - Train Accuracy: 0.3770, Validation Accuracy: 0.4560, Loss: 2.7336
Epoch   0 Batch  294/1077 - Train Accuracy: 0.4478, Validation Accuracy: 0.4538, Loss: 2.4327
Epoch   0 Batch  295/1077 - Train Accuracy: 0.3951, Validation Accuracy: 0.4581, Loss: 2.7511
Epoch   0 Batch  296/1077 - Train Accuracy: 0.4397, Validation Accuracy: 0.4567, Loss: 2.5019
Epoch   0 Batch  297/1077 - Train Accuracy: 0.3930, Validation Accuracy: 0.4570, Loss: 2.7090
Epoch   0 Batch  298/1077 - Train Accuracy: 0.4004, Validation Accuracy: 0.4606, Loss: 2.6593
Epoch   0 Batch  299/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4585, Loss: 2.5611
Epoch   0 Batch  300/1077 - Train Accuracy: 0.3734, Validation Accuracy: 0.4574, Loss: 2.7633
Epoch   0 Batch  301/1077 - Train Accuracy: 0.4078, Validation Accuracy: 0.4616, Loss: 2.6375
Epoch   0 Batch  302/1077 - Train Accuracy: 0.4188, Validation Accuracy: 0.4599, Loss: 2.5841
Epoch   0 Batch  303/1077 - Train Accuracy: 0.3949, Validation Accuracy: 0.4620, Loss: 2.6860
Epoch   0 Batch  304/1077 - Train Accuracy: 0.4401, Validation Accuracy: 0.4581, Loss: 2.4576
Epoch   0 Batch  305/1077 - Train Accuracy: 0.4105, Validation Accuracy: 0.4592, Loss: 2.6220
Epoch   0 Batch  306/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4606, Loss: 2.5251
Epoch   0 Batch  307/1077 - Train Accuracy: 0.4036, Validation Accuracy: 0.4588, Loss: 2.6045
Epoch   0 Batch  308/1077 - Train Accuracy: 0.3844, Validation Accuracy: 0.4585, Loss: 2.7124
Epoch   0 Batch  309/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.4595, Loss: 2.5201
Epoch   0 Batch  310/1077 - Train Accuracy: 0.3891, Validation Accuracy: 0.4588, Loss: 2.6507
Epoch   0 Batch  311/1077 - Train Accuracy: 0.4423, Validation Accuracy: 0.4556, Loss: 2.4677
Epoch   0 Batch  312/1077 - Train Accuracy: 0.4047, Validation Accuracy: 0.4574, Loss: 2.6327
Epoch   0 Batch  313/1077 - Train Accuracy: 0.4074, Validation Accuracy: 0.4592, Loss: 2.6094
Epoch   0 Batch  314/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4609, Loss: 2.5969
Epoch   0 Batch  315/1077 - Train Accuracy: 0.4282, Validation Accuracy: 0.4577, Loss: 2.5217
Epoch   0 Batch  316/1077 - Train Accuracy: 0.4282, Validation Accuracy: 0.4602, Loss: 2.4861
Epoch   0 Batch  317/1077 - Train Accuracy: 0.3869, Validation Accuracy: 0.4588, Loss: 2.7351
Epoch   0 Batch  318/1077 - Train Accuracy: 0.3984, Validation Accuracy: 0.4670, Loss: 2.6430
Epoch   0 Batch  319/1077 - Train Accuracy: 0.4066, Validation Accuracy: 0.4645, Loss: 2.6085
Epoch   0 Batch  320/1077 - Train Accuracy: 0.4148, Validation Accuracy: 0.4627, Loss: 2.6160
Epoch   0 Batch  321/1077 - Train Accuracy: 0.4078, Validation Accuracy: 0.4556, Loss: 2.5586
Epoch   0 Batch  322/1077 - Train Accuracy: 0.4126, Validation Accuracy: 0.4631, Loss: 2.5454
Epoch   0 Batch  323/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4641, Loss: 2.4844
Epoch   0 Batch  324/1077 - Train Accuracy: 0.4000, Validation Accuracy: 0.4645, Loss: 2.5995
Epoch   0 Batch  325/1077 - Train Accuracy: 0.4483, Validation Accuracy: 0.4620, Loss: 2.4118
Epoch   0 Batch  326/1077 - Train Accuracy: 0.4479, Validation Accuracy: 0.4624, Loss: 2.4182
Epoch   0 Batch  327/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4656, Loss: 2.5954
Epoch   0 Batch  328/1077 - Train Accuracy: 0.4304, Validation Accuracy: 0.4645, Loss: 2.4942
Epoch   0 Batch  329/1077 - Train Accuracy: 0.4039, Validation Accuracy: 0.4627, Loss: 2.6124
Epoch   0 Batch  330/1077 - Train Accuracy: 0.4234, Validation Accuracy: 0.4631, Loss: 2.5404
Epoch   0 Batch  331/1077 - Train Accuracy: 0.3988, Validation Accuracy: 0.4585, Loss: 2.5825
Epoch   0 Batch  332/1077 - Train Accuracy: 0.4435, Validation Accuracy: 0.4666, Loss: 2.4391
Epoch   0 Batch  333/1077 - Train Accuracy: 0.3976, Validation Accuracy: 0.4659, Loss: 2.6583
Epoch   0 Batch  334/1077 - Train Accuracy: 0.4328, Validation Accuracy: 0.4673, Loss: 2.5401
Epoch   0 Batch  335/1077 - Train Accuracy: 0.4554, Validation Accuracy: 0.4656, Loss: 2.3443
Epoch   0 Batch  336/1077 - Train Accuracy: 0.4188, Validation Accuracy: 0.4634, Loss: 2.5423
Epoch   0 Batch  337/1077 - Train Accuracy: 0.4055, Validation Accuracy: 0.4677, Loss: 2.5490
Epoch   0 Batch  338/1077 - Train Accuracy: 0.4164, Validation Accuracy: 0.4670, Loss: 2.5213
Epoch   0 Batch  339/1077 - Train Accuracy: 0.4293, Validation Accuracy: 0.4670, Loss: 2.4639
Epoch   0 Batch  340/1077 - Train Accuracy: 0.3898, Validation Accuracy: 0.4684, Loss: 2.6511
Epoch   0 Batch  341/1077 - Train Accuracy: 0.4133, Validation Accuracy: 0.4656, Loss: 2.5366
Epoch   0 Batch  342/1077 - Train Accuracy: 0.4193, Validation Accuracy: 0.4652, Loss: 2.4972
Epoch   0 Batch  343/1077 - Train Accuracy: 0.4043, Validation Accuracy: 0.4673, Loss: 2.5516
Epoch   0 Batch  344/1077 - Train Accuracy: 0.3984, Validation Accuracy: 0.4641, Loss: 2.5709
Epoch   0 Batch  345/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.4648, Loss: 2.4570
Epoch   0 Batch  346/1077 - Train Accuracy: 0.3996, Validation Accuracy: 0.4602, Loss: 2.5556
Epoch   0 Batch  347/1077 - Train Accuracy: 0.4308, Validation Accuracy: 0.4638, Loss: 2.4725
Epoch   0 Batch  348/1077 - Train Accuracy: 0.4420, Validation Accuracy: 0.4645, Loss: 2.3952
Epoch   0 Batch  349/1077 - Train Accuracy: 0.4109, Validation Accuracy: 0.4677, Loss: 2.5172
Epoch   0 Batch  350/1077 - Train Accuracy: 0.4012, Validation Accuracy: 0.4677, Loss: 2.6046
Epoch   0 Batch  351/1077 - Train Accuracy: 0.3631, Validation Accuracy: 0.4652, Loss: 2.6849
Epoch   0 Batch  352/1077 - Train Accuracy: 0.3773, Validation Accuracy: 0.4656, Loss: 2.6605
Epoch   0 Batch  353/1077 - Train Accuracy: 0.3877, Validation Accuracy: 0.4719, Loss: 2.6664
Epoch   0 Batch  354/1077 - Train Accuracy: 0.4094, Validation Accuracy: 0.4688, Loss: 2.5382
Epoch   0 Batch  355/1077 - Train Accuracy: 0.4312, Validation Accuracy: 0.4680, Loss: 2.4899
Epoch   0 Batch  356/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4688, Loss: 2.5021
Epoch   0 Batch  357/1077 - Train Accuracy: 0.4591, Validation Accuracy: 0.4677, Loss: 2.3340
Epoch   0 Batch  358/1077 - Train Accuracy: 0.3988, Validation Accuracy: 0.4719, Loss: 2.5688
Epoch   0 Batch  359/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.4705, Loss: 2.4734
Epoch   0 Batch  360/1077 - Train Accuracy: 0.4199, Validation Accuracy: 0.4737, Loss: 2.5054
Epoch   0 Batch  361/1077 - Train Accuracy: 0.3964, Validation Accuracy: 0.4677, Loss: 2.5820
Epoch   0 Batch  362/1077 - Train Accuracy: 0.4368, Validation Accuracy: 0.4666, Loss: 2.4221
Epoch   0 Batch  363/1077 - Train Accuracy: 0.4070, Validation Accuracy: 0.4719, Loss: 2.5165
Epoch   0 Batch  364/1077 - Train Accuracy: 0.4062, Validation Accuracy: 0.4634, Loss: 2.5253
Epoch   0 Batch  365/1077 - Train Accuracy: 0.3957, Validation Accuracy: 0.4663, Loss: 2.5477
Epoch   0 Batch  366/1077 - Train Accuracy: 0.4090, Validation Accuracy: 0.4688, Loss: 2.4985
Epoch   0 Batch  367/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4705, Loss: 2.3340
Epoch   0 Batch  368/1077 - Train Accuracy: 0.4180, Validation Accuracy: 0.4790, Loss: 2.5107
Epoch   0 Batch  369/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4755, Loss: 2.4162
Epoch   0 Batch  370/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.4776, Loss: 2.4429
Epoch   0 Batch  371/1077 - Train Accuracy: 0.4219, Validation Accuracy: 0.4673, Loss: 2.4542
Epoch   0 Batch  372/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4698, Loss: 2.4274
Epoch   0 Batch  373/1077 - Train Accuracy: 0.4542, Validation Accuracy: 0.4766, Loss: 2.3496
Epoch   0 Batch  374/1077 - Train Accuracy: 0.3934, Validation Accuracy: 0.4730, Loss: 2.5673
Epoch   0 Batch  375/1077 - Train Accuracy: 0.4748, Validation Accuracy: 0.4766, Loss: 2.2793
Epoch   0 Batch  376/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.4705, Loss: 2.3184
Epoch   0 Batch  377/1077 - Train Accuracy: 0.4133, Validation Accuracy: 0.4734, Loss: 2.4815
Epoch   0 Batch  378/1077 - Train Accuracy: 0.4059, Validation Accuracy: 0.4759, Loss: 2.4849
Epoch   0 Batch  379/1077 - Train Accuracy: 0.4230, Validation Accuracy: 0.4737, Loss: 2.4644
Epoch   0 Batch  380/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.4727, Loss: 2.4231
Epoch   0 Batch  381/1077 - Train Accuracy: 0.4207, Validation Accuracy: 0.4680, Loss: 2.4525
Epoch   0 Batch  382/1077 - Train Accuracy: 0.4390, Validation Accuracy: 0.4709, Loss: 2.4189
Epoch   0 Batch  383/1077 - Train Accuracy: 0.4639, Validation Accuracy: 0.4773, Loss: 2.3087
Epoch   0 Batch  384/1077 - Train Accuracy: 0.4250, Validation Accuracy: 0.4787, Loss: 2.4728
Epoch   0 Batch  385/1077 - Train Accuracy: 0.4109, Validation Accuracy: 0.4730, Loss: 2.4784
Epoch   0 Batch  386/1077 - Train Accuracy: 0.4423, Validation Accuracy: 0.4748, Loss: 2.3484
Epoch   0 Batch  387/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.4794, Loss: 2.3631
Epoch   0 Batch  388/1077 - Train Accuracy: 0.4442, Validation Accuracy: 0.4826, Loss: 2.3570
Epoch   0 Batch  389/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4819, Loss: 2.4047
Epoch   0 Batch  390/1077 - Train Accuracy: 0.3941, Validation Accuracy: 0.4815, Loss: 2.5438
Epoch   0 Batch  391/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.4783, Loss: 2.3242
Epoch   0 Batch  392/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4762, Loss: 2.3838
Epoch   0 Batch  393/1077 - Train Accuracy: 0.4505, Validation Accuracy: 0.4748, Loss: 2.3267
Epoch   0 Batch  394/1077 - Train Accuracy: 0.3926, Validation Accuracy: 0.4723, Loss: 2.5175
Epoch   0 Batch  395/1077 - Train Accuracy: 0.4524, Validation Accuracy: 0.4734, Loss: 2.3228
Epoch   0 Batch  396/1077 - Train Accuracy: 0.4215, Validation Accuracy: 0.4723, Loss: 2.3823
Epoch   0 Batch  397/1077 - Train Accuracy: 0.4546, Validation Accuracy: 0.4755, Loss: 2.2819
Epoch   0 Batch  398/1077 - Train Accuracy: 0.4227, Validation Accuracy: 0.4854, Loss: 2.5326
Epoch   0 Batch  399/1077 - Train Accuracy: 0.3910, Validation Accuracy: 0.4879, Loss: 2.5870
Epoch   0 Batch  400/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4869, Loss: 2.4622
Epoch   0 Batch  401/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4794, Loss: 2.4248
Epoch   0 Batch  402/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.4773, Loss: 2.4253
Epoch   0 Batch  403/1077 - Train Accuracy: 0.4383, Validation Accuracy: 0.4851, Loss: 2.4043
Epoch   0 Batch  404/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.4847, Loss: 2.2586
Epoch   0 Batch  405/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4872, Loss: 2.4660
Epoch   0 Batch  406/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.4794, Loss: 2.4677
Epoch   0 Batch  407/1077 - Train Accuracy: 0.4184, Validation Accuracy: 0.4801, Loss: 2.4671
Epoch   0 Batch  408/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.4869, Loss: 2.4070
Epoch   0 Batch  409/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4922, Loss: 2.4176
Epoch   0 Batch  410/1077 - Train Accuracy: 0.4190, Validation Accuracy: 0.4961, Loss: 2.5090
Epoch   0 Batch  411/1077 - Train Accuracy: 0.4814, Validation Accuracy: 0.4964, Loss: 2.2953
Epoch   0 Batch  412/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.4957, Loss: 2.3713
Epoch   0 Batch  413/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.4950, Loss: 2.3623
Epoch   0 Batch  414/1077 - Train Accuracy: 0.4211, Validation Accuracy: 0.4954, Loss: 2.4639
Epoch   0 Batch  415/1077 - Train Accuracy: 0.4710, Validation Accuracy: 0.4904, Loss: 2.3140
Epoch   0 Batch  416/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.4957, Loss: 2.3718
Epoch   0 Batch  417/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4812, Loss: 2.3861
Epoch   0 Batch  418/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.4933, Loss: 2.3959
Epoch   0 Batch  419/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4869, Loss: 2.4282
Epoch   0 Batch  420/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.4893, Loss: 2.4049
Epoch   0 Batch  421/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.4954, Loss: 2.3740
Epoch   0 Batch  422/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.4872, Loss: 2.3039
Epoch   0 Batch  423/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.4943, Loss: 2.4085
Epoch   0 Batch  424/1077 - Train Accuracy: 0.4156, Validation Accuracy: 0.4879, Loss: 2.4229
Epoch   0 Batch  425/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.4915, Loss: 2.3128
Epoch   0 Batch  426/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.4904, Loss: 2.3913
Epoch   0 Batch  427/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.4936, Loss: 2.3830
Epoch   0 Batch  428/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.4911, Loss: 2.2697
Epoch   0 Batch  429/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4911, Loss: 2.3820
Epoch   0 Batch  430/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.4933, Loss: 2.3644
Epoch   0 Batch  431/1077 - Train Accuracy: 0.4180, Validation Accuracy: 0.4940, Loss: 2.4359
Epoch   0 Batch  432/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.4915, Loss: 2.3268
Epoch   0 Batch  433/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.4940, Loss: 2.4214
Epoch   0 Batch  434/1077 - Train Accuracy: 0.4172, Validation Accuracy: 0.4840, Loss: 2.4075
Epoch   0 Batch  435/1077 - Train Accuracy: 0.4174, Validation Accuracy: 0.4947, Loss: 2.5209
Epoch   0 Batch  436/1077 - Train Accuracy: 0.4721, Validation Accuracy: 0.4972, Loss: 2.2752
Epoch   0 Batch  437/1077 - Train Accuracy: 0.4203, Validation Accuracy: 0.4964, Loss: 2.4274
Epoch   0 Batch  438/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.4972, Loss: 2.3320
Epoch   0 Batch  439/1077 - Train Accuracy: 0.4281, Validation Accuracy: 0.4925, Loss: 2.4267
Epoch   0 Batch  440/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.4975, Loss: 2.3559
Epoch   0 Batch  441/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.4964, Loss: 2.3674
Epoch   0 Batch  442/1077 - Train Accuracy: 0.4572, Validation Accuracy: 0.4968, Loss: 2.2665
Epoch   0 Batch  443/1077 - Train Accuracy: 0.4728, Validation Accuracy: 0.4936, Loss: 2.2619
Epoch   0 Batch  444/1077 - Train Accuracy: 0.4348, Validation Accuracy: 0.4968, Loss: 2.4192
Epoch   0 Batch  445/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4979, Loss: 2.4793
Epoch   0 Batch  446/1077 - Train Accuracy: 0.4643, Validation Accuracy: 0.4972, Loss: 2.1921
Epoch   0 Batch  447/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4957, Loss: 2.4058
Epoch   0 Batch  448/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.4986, Loss: 2.3490
Epoch   0 Batch  449/1077 - Train Accuracy: 0.4238, Validation Accuracy: 0.4929, Loss: 2.4462
Epoch   0 Batch  450/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4936, Loss: 2.3499
Epoch   0 Batch  451/1077 - Train Accuracy: 0.4803, Validation Accuracy: 0.4986, Loss: 2.2291
Epoch   0 Batch  452/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.4982, Loss: 2.3357
Epoch   0 Batch  453/1077 - Train Accuracy: 0.4565, Validation Accuracy: 0.4929, Loss: 2.2903
Epoch   0 Batch  454/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.4936, Loss: 2.3099
Epoch   0 Batch  455/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.4979, Loss: 2.1608
Epoch   0 Batch  456/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5007, Loss: 2.3206
Epoch   0 Batch  457/1077 - Train Accuracy: 0.4505, Validation Accuracy: 0.4975, Loss: 2.2760
Epoch   0 Batch  458/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.4961, Loss: 2.3291
Epoch   0 Batch  459/1077 - Train Accuracy: 0.4706, Validation Accuracy: 0.4950, Loss: 2.2066
Epoch   0 Batch  460/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.4993, Loss: 2.3675
Epoch   0 Batch  461/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5018, Loss: 2.3349
Epoch   0 Batch  462/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.4950, Loss: 2.3112
Epoch   0 Batch  463/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5004, Loss: 2.3520
Epoch   0 Batch  464/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.4925, Loss: 2.2466
Epoch   0 Batch  465/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.4982, Loss: 2.5211
Epoch   0 Batch  466/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4986, Loss: 2.3082
Epoch   0 Batch  467/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.4975, Loss: 2.1374
Epoch   0 Batch  468/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.4989, Loss: 2.3010
Epoch   0 Batch  469/1077 - Train Accuracy: 0.4324, Validation Accuracy: 0.5004, Loss: 2.3769
Epoch   0 Batch  470/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5021, Loss: 2.4064
Epoch   0 Batch  471/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5018, Loss: 2.2915
Epoch   0 Batch  472/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4989, Loss: 2.3040
Epoch   0 Batch  473/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5025, Loss: 2.2937
Epoch   0 Batch  474/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.4975, Loss: 2.3509
Epoch   0 Batch  475/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5007, Loss: 2.2021
Epoch   0 Batch  476/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.4968, Loss: 2.3845
Epoch   0 Batch  477/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.4975, Loss: 2.1630
Epoch   0 Batch  478/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.4989, Loss: 2.3941
Epoch   0 Batch  479/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5032, Loss: 2.3659
Epoch   0 Batch  480/1077 - Train Accuracy: 0.4379, Validation Accuracy: 0.5032, Loss: 2.3615
Epoch   0 Batch  481/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5025, Loss: 2.2932
Epoch   0 Batch  482/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5032, Loss: 2.3858
Epoch   0 Batch  483/1077 - Train Accuracy: 0.4313, Validation Accuracy: 0.5032, Loss: 2.3432
Epoch   0 Batch  484/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.4986, Loss: 2.2653
Epoch   0 Batch  485/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.4961, Loss: 2.3124
Epoch   0 Batch  486/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5011, Loss: 2.3879
Epoch   0 Batch  487/1077 - Train Accuracy: 0.4268, Validation Accuracy: 0.5004, Loss: 2.4031
Epoch   0 Batch  488/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.5050, Loss: 2.3627
Epoch   0 Batch  489/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.4979, Loss: 2.2136
Epoch   0 Batch  490/1077 - Train Accuracy: 0.4344, Validation Accuracy: 0.5018, Loss: 2.3471
Epoch   0 Batch  491/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5000, Loss: 2.2499
Epoch   0 Batch  492/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5018, Loss: 2.3018
Epoch   0 Batch  493/1077 - Train Accuracy: 0.4885, Validation Accuracy: 0.5039, Loss: 2.1727
Epoch   0 Batch  494/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5057, Loss: 2.2568
Epoch   0 Batch  495/1077 - Train Accuracy: 0.4426, Validation Accuracy: 0.5067, Loss: 2.2661
Epoch   0 Batch  496/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.5071, Loss: 2.3727
Epoch   0 Batch  497/1077 - Train Accuracy: 0.4157, Validation Accuracy: 0.5043, Loss: 2.4338
Epoch   0 Batch  498/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5067, Loss: 2.2713
Epoch   0 Batch  499/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.4986, Loss: 2.2011
Epoch   0 Batch  500/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5011, Loss: 2.2606
Epoch   0 Batch  501/1077 - Train Accuracy: 0.4332, Validation Accuracy: 0.4975, Loss: 2.3174
Epoch   0 Batch  502/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.4943, Loss: 2.2439
Epoch   0 Batch  503/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.4982, Loss: 2.2633
Epoch   0 Batch  504/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4996, Loss: 2.3094
Epoch   0 Batch  505/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5025, Loss: 2.1415
Epoch   0 Batch  506/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.4979, Loss: 2.2437
Epoch   0 Batch  507/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5011, Loss: 2.2642
Epoch   0 Batch  508/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.5004, Loss: 2.1728
Epoch   0 Batch  509/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5004, Loss: 2.2223
Epoch   0 Batch  510/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.4972, Loss: 2.2246
Epoch   0 Batch  511/1077 - Train Accuracy: 0.4433, Validation Accuracy: 0.5004, Loss: 2.3529
Epoch   0 Batch  512/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5018, Loss: 2.2957
Epoch   0 Batch  513/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5004, Loss: 2.2648
Epoch   0 Batch  514/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5046, Loss: 2.2766
Epoch   0 Batch  515/1077 - Train Accuracy: 0.4453, Validation Accuracy: 0.5004, Loss: 2.3030
Epoch   0 Batch  516/1077 - Train Accuracy: 0.4970, Validation Accuracy: 0.5046, Loss: 2.1231
Epoch   0 Batch  517/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.4961, Loss: 2.1881
Epoch   0 Batch  518/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.4950, Loss: 2.1881
Epoch   0 Batch  519/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5043, Loss: 2.2936
Epoch   0 Batch  520/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.4979, Loss: 2.1588
Epoch   0 Batch  521/1077 - Train Accuracy: 0.4647, Validation Accuracy: 0.5046, Loss: 2.2178
Epoch   0 Batch  522/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4940, Loss: 2.2441
Epoch   0 Batch  523/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4982, Loss: 2.2841
Epoch   0 Batch  524/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.4996, Loss: 2.2844
Epoch   0 Batch  525/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.4943, Loss: 2.2958
Epoch   0 Batch  526/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.4890, Loss: 2.3514
Epoch   0 Batch  527/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.4872, Loss: 2.3429
Epoch   0 Batch  528/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.4982, Loss: 2.2472
Epoch   0 Batch  529/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4975, Loss: 2.1813
Epoch   0 Batch  530/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5050, Loss: 2.3064
Epoch   0 Batch  531/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5050, Loss: 2.2275
Epoch   0 Batch  532/1077 - Train Accuracy: 0.4141, Validation Accuracy: 0.4975, Loss: 2.2969
Epoch   0 Batch  533/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5053, Loss: 2.2591
Epoch   0 Batch  534/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5032, Loss: 2.2005
Epoch   0 Batch  535/1077 - Train Accuracy: 0.4445, Validation Accuracy: 0.5025, Loss: 2.2225
Epoch   0 Batch  536/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.4993, Loss: 2.2248
Epoch   0 Batch  537/1077 - Train Accuracy: 0.4430, Validation Accuracy: 0.4993, Loss: 2.3048
Epoch   0 Batch  538/1077 - Train Accuracy: 0.4851, Validation Accuracy: 0.5004, Loss: 2.1045
Epoch   0 Batch  539/1077 - Train Accuracy: 0.4594, Validation Accuracy: 0.5004, Loss: 2.2084
Epoch   0 Batch  540/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5032, Loss: 2.1582
Epoch   0 Batch  541/1077 - Train Accuracy: 0.4266, Validation Accuracy: 0.5018, Loss: 2.3184
Epoch   0 Batch  542/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5039, Loss: 2.1861
Epoch   0 Batch  543/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5057, Loss: 2.1815
Epoch   0 Batch  544/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5053, Loss: 2.3110
Epoch   0 Batch  545/1077 - Train Accuracy: 0.4453, Validation Accuracy: 0.5025, Loss: 2.3154
Epoch   0 Batch  546/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5018, Loss: 2.3196
Epoch   0 Batch  547/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5039, Loss: 2.2040
Epoch   0 Batch  548/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5036, Loss: 2.1852
Epoch   0 Batch  549/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5075, Loss: 2.2825
Epoch   0 Batch  550/1077 - Train Accuracy: 0.4348, Validation Accuracy: 0.5078, Loss: 2.2873
Epoch   0 Batch  551/1077 - Train Accuracy: 0.4434, Validation Accuracy: 0.5078, Loss: 2.2671
Epoch   0 Batch  552/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5057, Loss: 2.1881
Epoch   0 Batch  553/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5046, Loss: 2.1872
Epoch   0 Batch  554/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5060, Loss: 2.2650
Epoch   0 Batch  555/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5011, Loss: 2.1596
Epoch   0 Batch  556/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5071, Loss: 2.2043
Epoch   0 Batch  557/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5046, Loss: 2.1507
Epoch   0 Batch  558/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5046, Loss: 2.1747
Epoch   0 Batch  559/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5053, Loss: 2.1750
Epoch   0 Batch  560/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5067, Loss: 2.1583
Epoch   0 Batch  561/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5071, Loss: 2.1226
Epoch   0 Batch  562/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5057, Loss: 2.0640
Epoch   0 Batch  563/1077 - Train Accuracy: 0.4547, Validation Accuracy: 0.5075, Loss: 2.2258
Epoch   0 Batch  564/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5053, Loss: 2.2409
Epoch   0 Batch  565/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5050, Loss: 2.1772
Epoch   0 Batch  566/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5057, Loss: 2.1816
Epoch   0 Batch  567/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5039, Loss: 2.1758
Epoch   0 Batch  568/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5050, Loss: 2.0547
Epoch   0 Batch  569/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.5021, Loss: 2.1883
Epoch   0 Batch  570/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5050, Loss: 2.2628
Epoch   0 Batch  571/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5060, Loss: 2.0632
Epoch   0 Batch  572/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5043, Loss: 2.1162
Epoch   0 Batch  573/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.5046, Loss: 2.2142
Epoch   0 Batch  574/1077 - Train Accuracy: 0.4519, Validation Accuracy: 0.5067, Loss: 2.2439
Epoch   0 Batch  575/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5046, Loss: 2.1043
Epoch   0 Batch  576/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5050, Loss: 2.3154
Epoch   0 Batch  577/1077 - Train Accuracy: 0.4280, Validation Accuracy: 0.5067, Loss: 2.3015
Epoch   0 Batch  578/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.5036, Loss: 2.2479
Epoch   0 Batch  579/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5036, Loss: 2.1470
Epoch   0 Batch  580/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5007, Loss: 2.1071
Epoch   0 Batch  581/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5014, Loss: 2.1942
Epoch   0 Batch  582/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5011, Loss: 2.1648
Epoch   0 Batch  583/1077 - Train Accuracy: 0.4256, Validation Accuracy: 0.5039, Loss: 2.2892
Epoch   0 Batch  584/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5046, Loss: 2.1942
Epoch   0 Batch  585/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5053, Loss: 2.0227
Epoch   0 Batch  586/1077 - Train Accuracy: 0.4280, Validation Accuracy: 0.5039, Loss: 2.2922
Epoch   0 Batch  587/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5014, Loss: 2.1170
Epoch   0 Batch  588/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5057, Loss: 2.1310
Epoch   0 Batch  589/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.5053, Loss: 2.2542
Epoch   0 Batch  590/1077 - Train Accuracy: 0.4317, Validation Accuracy: 0.5071, Loss: 2.2641
Epoch   0 Batch  591/1077 - Train Accuracy: 0.4986, Validation Accuracy: 0.5078, Loss: 2.0325
Epoch   0 Batch  592/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5064, Loss: 2.1625
Epoch   0 Batch  593/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5078, Loss: 2.0616
Epoch   0 Batch  594/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.5036, Loss: 2.1799
Epoch   0 Batch  595/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5046, Loss: 2.2485
Epoch   0 Batch  596/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5018, Loss: 2.2174
Epoch   0 Batch  597/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.5060, Loss: 2.2354
Epoch   0 Batch  598/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5064, Loss: 2.1122
Epoch   0 Batch  599/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.5082, Loss: 2.1968
Epoch   0 Batch  600/1077 - Train Accuracy: 0.4940, Validation Accuracy: 0.5085, Loss: 2.0607
Epoch   0 Batch  601/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.5060, Loss: 2.0450
Epoch   0 Batch  602/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5032, Loss: 2.0977
Epoch   0 Batch  603/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5089, Loss: 2.1043
Epoch   0 Batch  604/1077 - Train Accuracy: 0.4383, Validation Accuracy: 0.5075, Loss: 2.2173
Epoch   0 Batch  605/1077 - Train Accuracy: 0.4478, Validation Accuracy: 0.5146, Loss: 2.2336
Epoch   0 Batch  606/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5117, Loss: 1.9970
Epoch   0 Batch  607/1077 - Train Accuracy: 0.5256, Validation Accuracy: 0.5107, Loss: 1.9448
Epoch   0 Batch  608/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5107, Loss: 2.1514
Epoch   0 Batch  609/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5092, Loss: 2.1824
Epoch   0 Batch  610/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5089, Loss: 2.2228
Epoch   0 Batch  611/1077 - Train Accuracy: 0.4125, Validation Accuracy: 0.5078, Loss: 2.2490
Epoch   0 Batch  612/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5050, Loss: 2.0135
Epoch   0 Batch  613/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5004, Loss: 2.1425
Epoch   0 Batch  614/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.4989, Loss: 2.0378
Epoch   0 Batch  615/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5039, Loss: 2.0827
Epoch   0 Batch  616/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5050, Loss: 2.2465
Epoch   0 Batch  617/1077 - Train Accuracy: 0.4647, Validation Accuracy: 0.5064, Loss: 2.1153
Epoch   0 Batch  618/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5039, Loss: 2.1513
Epoch   0 Batch  619/1077 - Train Accuracy: 0.4083, Validation Accuracy: 0.5036, Loss: 2.3258
Epoch   0 Batch  620/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.5067, Loss: 2.1318
Epoch   0 Batch  621/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.5064, Loss: 2.2274
Epoch   0 Batch  622/1077 - Train Accuracy: 0.4396, Validation Accuracy: 0.5085, Loss: 2.2329
Epoch   0 Batch  623/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5071, Loss: 2.1318
Epoch   0 Batch  624/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5096, Loss: 1.9904
Epoch   0 Batch  625/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5075, Loss: 2.0916
Epoch   0 Batch  626/1077 - Train Accuracy: 0.5192, Validation Accuracy: 0.5060, Loss: 1.9410
Epoch   0 Batch  627/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5103, Loss: 2.0660
Epoch   0 Batch  628/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5057, Loss: 2.1385
Epoch   0 Batch  629/1077 - Train Accuracy: 0.4544, Validation Accuracy: 0.5071, Loss: 2.1374
Epoch   0 Batch  630/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5028, Loss: 2.0974
Epoch   0 Batch  631/1077 - Train Accuracy: 0.4810, Validation Accuracy: 0.5032, Loss: 2.0701
Epoch   0 Batch  632/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5060, Loss: 2.1408
Epoch   0 Batch  633/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.4989, Loss: 2.0963
Epoch   0 Batch  634/1077 - Train Accuracy: 0.4665, Validation Accuracy: 0.5060, Loss: 2.0719
Epoch   0 Batch  635/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.4996, Loss: 2.2033
Epoch   0 Batch  636/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5011, Loss: 2.0652
Epoch   0 Batch  637/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4986, Loss: 2.0933
Epoch   0 Batch  638/1077 - Train Accuracy: 0.4542, Validation Accuracy: 0.5039, Loss: 2.0620
Epoch   0 Batch  639/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5067, Loss: 2.0623
Epoch   0 Batch  640/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5053, Loss: 2.0520
Epoch   0 Batch  641/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5117, Loss: 2.1266
Epoch   0 Batch  642/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5092, Loss: 2.0559
Epoch   0 Batch  643/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5089, Loss: 2.0454
Epoch   0 Batch  644/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5057, Loss: 2.0492
Epoch   0 Batch  645/1077 - Train Accuracy: 0.4870, Validation Accuracy: 0.5064, Loss: 2.0481
Epoch   0 Batch  646/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5014, Loss: 2.0762
Epoch   0 Batch  647/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5025, Loss: 2.0871
Epoch   0 Batch  648/1077 - Train Accuracy: 0.4654, Validation Accuracy: 0.5014, Loss: 2.0641
Epoch   0 Batch  649/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5057, Loss: 2.1581
Epoch   0 Batch  650/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.5099, Loss: 2.1150
Epoch   0 Batch  651/1077 - Train Accuracy: 0.4702, Validation Accuracy: 0.5114, Loss: 2.0432
Epoch   0 Batch  652/1077 - Train Accuracy: 0.4239, Validation Accuracy: 0.5131, Loss: 2.2385
Epoch   0 Batch  653/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5110, Loss: 2.0892
Epoch   0 Batch  654/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5078, Loss: 2.0239
Epoch   0 Batch  655/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5067, Loss: 2.0752
Epoch   0 Batch  656/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5050, Loss: 2.1228
Epoch   0 Batch  657/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5028, Loss: 2.1925
Epoch   0 Batch  658/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5007, Loss: 2.0223
Epoch   0 Batch  659/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5021, Loss: 2.0178
Epoch   0 Batch  660/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5036, Loss: 2.1152
Epoch   0 Batch  661/1077 - Train Accuracy: 0.4963, Validation Accuracy: 0.5021, Loss: 1.9339
Epoch   0 Batch  662/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5064, Loss: 2.0100
Epoch   0 Batch  663/1077 - Train Accuracy: 0.4398, Validation Accuracy: 0.5124, Loss: 2.0945
Epoch   0 Batch  664/1077 - Train Accuracy: 0.4559, Validation Accuracy: 0.5099, Loss: 2.0364
Epoch   0 Batch  665/1077 - Train Accuracy: 0.4547, Validation Accuracy: 0.5114, Loss: 2.0946
Epoch   0 Batch  666/1077 - Train Accuracy: 0.4346, Validation Accuracy: 0.5046, Loss: 2.1757
Epoch   0 Batch  667/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5021, Loss: 2.1177
Epoch   0 Batch  668/1077 - Train Accuracy: 0.4676, Validation Accuracy: 0.4982, Loss: 2.0342
Epoch   0 Batch  669/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.4982, Loss: 2.0728
Epoch   0 Batch  670/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.5036, Loss: 1.8347
Epoch   0 Batch  671/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.5085, Loss: 2.1588
Epoch   0 Batch  672/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5121, Loss: 1.9861
Epoch   0 Batch  673/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5146, Loss: 1.9953
Epoch   0 Batch  674/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5128, Loss: 2.0632
Epoch   0 Batch  675/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5149, Loss: 2.0022
Epoch   0 Batch  676/1077 - Train Accuracy: 0.4461, Validation Accuracy: 0.5110, Loss: 2.1786
Epoch   0 Batch  677/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5114, Loss: 2.1305
Epoch   0 Batch  678/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5057, Loss: 1.9667
Epoch   0 Batch  679/1077 - Train Accuracy: 0.4461, Validation Accuracy: 0.5000, Loss: 2.1273
Epoch   0 Batch  680/1077 - Train Accuracy: 0.4587, Validation Accuracy: 0.4975, Loss: 2.0036
Epoch   0 Batch  681/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.4972, Loss: 2.0755
Epoch   0 Batch  682/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.5011, Loss: 2.0999
Epoch   0 Batch  683/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.5014, Loss: 2.0834
Epoch   0 Batch  684/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5060, Loss: 2.0383
Epoch   0 Batch  685/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5078, Loss: 2.1324
Epoch   0 Batch  686/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5096, Loss: 1.9045
Epoch   0 Batch  687/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5057, Loss: 2.1008
Epoch   0 Batch  688/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5018, Loss: 1.9544
Epoch   0 Batch  689/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4979, Loss: 2.0345
Epoch   0 Batch  690/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5028, Loss: 2.0068
Epoch   0 Batch  691/1077 - Train Accuracy: 0.4235, Validation Accuracy: 0.5032, Loss: 2.1666
Epoch   0 Batch  692/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5057, Loss: 1.9505
Epoch   0 Batch  693/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.5114, Loss: 2.1782
Epoch   0 Batch  694/1077 - Train Accuracy: 0.4885, Validation Accuracy: 0.5089, Loss: 1.9912
Epoch   0 Batch  695/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5138, Loss: 2.0035
Epoch   0 Batch  696/1077 - Train Accuracy: 0.4264, Validation Accuracy: 0.5078, Loss: 2.1523
Epoch   0 Batch  697/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5110, Loss: 2.0581
Epoch   0 Batch  698/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.5107, Loss: 2.0038
Epoch   0 Batch  699/1077 - Train Accuracy: 0.4124, Validation Accuracy: 0.5089, Loss: 2.1520
Epoch   0 Batch  700/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5067, Loss: 1.9862
Epoch   0 Batch  701/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5089, Loss: 2.0971
Epoch   0 Batch  702/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5096, Loss: 2.0143
Epoch   0 Batch  703/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5156, Loss: 2.1142
Epoch   0 Batch  704/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5124, Loss: 2.0707
Epoch   0 Batch  705/1077 - Train Accuracy: 0.4515, Validation Accuracy: 0.5128, Loss: 2.1066
Epoch   0 Batch  706/1077 - Train Accuracy: 0.4747, Validation Accuracy: 0.5096, Loss: 1.9777
Epoch   0 Batch  707/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5096, Loss: 2.0119
Epoch   0 Batch  708/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5114, Loss: 1.9857
Epoch   0 Batch  709/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5075, Loss: 2.0980
Epoch   0 Batch  710/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5071, Loss: 2.0461
Epoch   0 Batch  711/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5085, Loss: 2.1225
Epoch   0 Batch  712/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5007, Loss: 2.0039
Epoch   0 Batch  713/1077 - Train Accuracy: 0.5053, Validation Accuracy: 0.5025, Loss: 1.8262
Epoch   0 Batch  714/1077 - Train Accuracy: 0.4557, Validation Accuracy: 0.5099, Loss: 2.0594
Epoch   0 Batch  715/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5057, Loss: 2.0680
Epoch   0 Batch  716/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5089, Loss: 1.9550
Epoch   0 Batch  717/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5071, Loss: 2.0461
Epoch   0 Batch  718/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5053, Loss: 2.0854
Epoch   0 Batch  719/1077 - Train Accuracy: 0.4717, Validation Accuracy: 0.5071, Loss: 1.9103
Epoch   0 Batch  720/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5067, Loss: 2.1360
Epoch   0 Batch  721/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5107, Loss: 2.0312
Epoch   0 Batch  722/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5110, Loss: 2.0412
Epoch   0 Batch  723/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5053, Loss: 1.9450
Epoch   0 Batch  724/1077 - Train Accuracy: 0.4334, Validation Accuracy: 0.5053, Loss: 2.1431
Epoch   0 Batch  725/1077 - Train Accuracy: 0.4710, Validation Accuracy: 0.5099, Loss: 1.9126
Epoch   0 Batch  726/1077 - Train Accuracy: 0.4711, Validation Accuracy: 0.5078, Loss: 1.9493
Epoch   0 Batch  727/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5085, Loss: 1.8970
Epoch   0 Batch  728/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5075, Loss: 1.9663
Epoch   0 Batch  729/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5046, Loss: 2.0131
Epoch   0 Batch  730/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5075, Loss: 1.9783
Epoch   0 Batch  731/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5096, Loss: 1.9534
Epoch   0 Batch  732/1077 - Train Accuracy: 0.4243, Validation Accuracy: 0.5071, Loss: 2.1786
Epoch   0 Batch  733/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5114, Loss: 2.0163
Epoch   0 Batch  734/1077 - Train Accuracy: 0.4433, Validation Accuracy: 0.5021, Loss: 2.0705
Epoch   0 Batch  735/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5103, Loss: 2.0413
Epoch   0 Batch  736/1077 - Train Accuracy: 0.4330, Validation Accuracy: 0.5078, Loss: 2.0505
Epoch   0 Batch  737/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 2.0289
Epoch   0 Batch  738/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5089, Loss: 1.7008
Epoch   0 Batch  739/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5085, Loss: 1.9422
Epoch   0 Batch  740/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5107, Loss: 1.9703
Epoch   0 Batch  741/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5096, Loss: 1.9351
Epoch   0 Batch  742/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.5128, Loss: 2.0799
Epoch   0 Batch  743/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5124, Loss: 1.9793
Epoch   0 Batch  744/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5110, Loss: 1.8804
Epoch   0 Batch  745/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5110, Loss: 1.9384
Epoch   0 Batch  746/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5146, Loss: 1.9221
Epoch   0 Batch  747/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5142, Loss: 1.9698
Epoch   0 Batch  748/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5153, Loss: 1.9571
Epoch   0 Batch  749/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.5135, Loss: 2.0225
Epoch   0 Batch  750/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5117, Loss: 1.9613
Epoch   0 Batch  751/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5089, Loss: 1.9523
Epoch   0 Batch  752/1077 - Train Accuracy: 0.4989, Validation Accuracy: 0.5103, Loss: 1.7801
Epoch   0 Batch  753/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5114, Loss: 1.9360
Epoch   0 Batch  754/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5114, Loss: 1.9343
Epoch   0 Batch  755/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5043, Loss: 1.9230
Epoch   0 Batch  756/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5117, Loss: 1.8553
Epoch   0 Batch  757/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5142, Loss: 1.9946
Epoch   0 Batch  758/1077 - Train Accuracy: 0.4818, Validation Accuracy: 0.5153, Loss: 1.8888
Epoch   0 Batch  759/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5135, Loss: 1.8578
Epoch   0 Batch  760/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5107, Loss: 1.9933
Epoch   0 Batch  761/1077 - Train Accuracy: 0.4474, Validation Accuracy: 0.5124, Loss: 2.0396
Epoch   0 Batch  762/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5149, Loss: 1.9237
Epoch   0 Batch  763/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5142, Loss: 1.8934
Epoch   0 Batch  764/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.5128, Loss: 2.0264
Epoch   0 Batch  765/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5092, Loss: 1.8966
Epoch   0 Batch  766/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5092, Loss: 2.0046
Epoch   0 Batch  767/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5149, Loss: 1.8788
Epoch   0 Batch  768/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5153, Loss: 1.9807
Epoch   0 Batch  769/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5149, Loss: 2.0489
Epoch   0 Batch  770/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5096, Loss: 1.8798
Epoch   0 Batch  771/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5117, Loss: 2.0433
Epoch   0 Batch  772/1077 - Train Accuracy: 0.4740, Validation Accuracy: 0.5075, Loss: 1.8735
Epoch   0 Batch  773/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5067, Loss: 1.9329
Epoch   0 Batch  774/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5096, Loss: 1.9490
Epoch   0 Batch  775/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5053, Loss: 1.9178
Epoch   0 Batch  776/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5156, Loss: 1.9955
Epoch   0 Batch  777/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5178, Loss: 1.9501
Epoch   0 Batch  778/1077 - Train Accuracy: 0.4769, Validation Accuracy: 0.5170, Loss: 1.8754
Epoch   0 Batch  779/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5167, Loss: 1.9631
Epoch   0 Batch  780/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5107, Loss: 1.9821
Epoch   0 Batch  781/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5110, Loss: 1.8523
Epoch   0 Batch  782/1077 - Train Accuracy: 0.5007, Validation Accuracy: 0.5131, Loss: 1.8777
Epoch   0 Batch  783/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5146, Loss: 1.8508
Epoch   0 Batch  784/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5117, Loss: 2.0025
Epoch   0 Batch  785/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5089, Loss: 1.8796
Epoch   0 Batch  786/1077 - Train Accuracy: 0.4477, Validation Accuracy: 0.5178, Loss: 2.0191
Epoch   0 Batch  787/1077 - Train Accuracy: 0.5197, Validation Accuracy: 0.5220, Loss: 1.7602
Epoch   0 Batch  788/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5202, Loss: 1.9102
Epoch   0 Batch  789/1077 - Train Accuracy: 0.4326, Validation Accuracy: 0.5153, Loss: 1.9946
Epoch   0 Batch  790/1077 - Train Accuracy: 0.4242, Validation Accuracy: 0.5149, Loss: 2.0504
Epoch   0 Batch  791/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5124, Loss: 1.9010
Epoch   0 Batch  792/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5099, Loss: 1.9705
Epoch   0 Batch  793/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5067, Loss: 1.8970
Epoch   0 Batch  794/1077 - Train Accuracy: 0.4457, Validation Accuracy: 0.5138, Loss: 1.9243
Epoch   0 Batch  795/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5167, Loss: 1.9530
Epoch   0 Batch  796/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5167, Loss: 1.9978
Epoch   0 Batch  797/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5121, Loss: 1.9017
Epoch   0 Batch  798/1077 - Train Accuracy: 0.4516, Validation Accuracy: 0.5110, Loss: 1.9886
Epoch   0 Batch  799/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5217, Loss: 1.9608
Epoch   0 Batch  800/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5202, Loss: 1.9621
Epoch   0 Batch  801/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5099, Loss: 1.9490
Epoch   0 Batch  802/1077 - Train Accuracy: 0.4576, Validation Accuracy: 0.4964, Loss: 1.9065
Epoch   0 Batch  803/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5028, Loss: 1.8928
Epoch   0 Batch  804/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5142, Loss: 1.9409
Epoch   0 Batch  805/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5146, Loss: 1.9153
Epoch   0 Batch  806/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5142, Loss: 1.9409
Epoch   0 Batch  807/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5064, Loss: 1.9527
Epoch   0 Batch  808/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5210, Loss: 1.9417
Epoch   0 Batch  809/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5263, Loss: 1.9827
Epoch   0 Batch  810/1077 - Train Accuracy: 0.5052, Validation Accuracy: 0.5252, Loss: 1.8081
Epoch   0 Batch  811/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5121, Loss: 1.8158
Epoch   0 Batch  812/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5146, Loss: 1.9637
Epoch   0 Batch  813/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5146, Loss: 1.8493
Epoch   0 Batch  814/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5199, Loss: 1.9420
Epoch   0 Batch  815/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5114, Loss: 1.8433
Epoch   0 Batch  816/1077 - Train Accuracy: 0.4622, Validation Accuracy: 0.5018, Loss: 1.9110
Epoch   0 Batch  817/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5149, Loss: 1.9653
Epoch   0 Batch  818/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5210, Loss: 1.9135
Epoch   0 Batch  819/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5252, Loss: 1.8932
Epoch   0 Batch  820/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5078, Loss: 1.9326
Epoch   0 Batch  821/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5064, Loss: 1.8278
Epoch   0 Batch  822/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5238, Loss: 1.8509
Epoch   0 Batch  823/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5181, Loss: 1.9194
Epoch   0 Batch  824/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5181, Loss: 1.7844
Epoch   0 Batch  825/1077 - Train Accuracy: 0.4422, Validation Accuracy: 0.5060, Loss: 1.9238
Epoch   0 Batch  826/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5021, Loss: 1.7857
Epoch   0 Batch  827/1077 - Train Accuracy: 0.4100, Validation Accuracy: 0.5163, Loss: 2.0990
Epoch   0 Batch  828/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5231, Loss: 1.9582
Epoch   0 Batch  829/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5224, Loss: 1.9019
Epoch   0 Batch  830/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5046, Loss: 1.8369
Epoch   0 Batch  831/1077 - Train Accuracy: 0.4379, Validation Accuracy: 0.5153, Loss: 1.9609
Epoch   0 Batch  832/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5256, Loss: 1.8563
Epoch   0 Batch  833/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5252, Loss: 1.8535
Epoch   0 Batch  834/1077 - Train Accuracy: 0.5107, Validation Accuracy: 0.5149, Loss: 1.7556
Epoch   0 Batch  835/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5107, Loss: 1.8956
Epoch   0 Batch  836/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.5071, Loss: 1.9742
Epoch   0 Batch  837/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.5064, Loss: 1.9286
Epoch   0 Batch  838/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5110, Loss: 1.8615
Epoch   0 Batch  839/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5146, Loss: 1.8434
Epoch   0 Batch  840/1077 - Train Accuracy: 0.4555, Validation Accuracy: 0.5213, Loss: 1.8592
Epoch   0 Batch  841/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5234, Loss: 1.8413
Epoch   0 Batch  842/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5131, Loss: 1.8534
Epoch   0 Batch  843/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5124, Loss: 1.7801
Epoch   0 Batch  844/1077 - Train Accuracy: 0.4792, Validation Accuracy: 0.5117, Loss: 1.8257
Epoch   0 Batch  845/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5128, Loss: 1.8387
Epoch   0 Batch  846/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5103, Loss: 1.7778
Epoch   0 Batch  847/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5117, Loss: 1.7524
Epoch   0 Batch  848/1077 - Train Accuracy: 0.4445, Validation Accuracy: 0.5124, Loss: 1.8840
Epoch   0 Batch  849/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5206, Loss: 1.8335
Epoch   0 Batch  850/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5217, Loss: 1.8694
Epoch   0 Batch  851/1077 - Train Accuracy: 0.5063, Validation Accuracy: 0.5227, Loss: 1.7247
Epoch   0 Batch  852/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5110, Loss: 1.8270
Epoch   0 Batch  853/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5036, Loss: 1.7473
Epoch   0 Batch  854/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5071, Loss: 1.8001
Epoch   0 Batch  855/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5167, Loss: 1.8139
Epoch   0 Batch  856/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5163, Loss: 1.8280
Epoch   0 Batch  857/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5099, Loss: 1.7955
Epoch   0 Batch  858/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5046, Loss: 1.7589
Epoch   0 Batch  859/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5050, Loss: 1.8311
Epoch   0 Batch  860/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5103, Loss: 1.7573
Epoch   0 Batch  861/1077 - Train Accuracy: 0.4793, Validation Accuracy: 0.5199, Loss: 1.8066
Epoch   0 Batch  862/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5057, Loss: 1.8316
Epoch   0 Batch  863/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5025, Loss: 1.7972
Epoch   0 Batch  864/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 1.8141
Epoch   0 Batch  865/1077 - Train Accuracy: 0.5146, Validation Accuracy: 0.5163, Loss: 1.6488
Epoch   0 Batch  866/1077 - Train Accuracy: 0.5033, Validation Accuracy: 0.5128, Loss: 1.7140
Epoch   0 Batch  867/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5107, Loss: 1.8544
Epoch   0 Batch  868/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5131, Loss: 1.8001
Epoch   0 Batch  869/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5110, Loss: 1.8689
Epoch   0 Batch  870/1077 - Train Accuracy: 0.4424, Validation Accuracy: 0.5121, Loss: 1.9583
Epoch   0 Batch  871/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5160, Loss: 1.8395
Epoch   0 Batch  872/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5178, Loss: 1.7459
Epoch   0 Batch  873/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5128, Loss: 1.8279
Epoch   0 Batch  874/1077 - Train Accuracy: 0.4500, Validation Accuracy: 0.5114, Loss: 1.8377
Epoch   0 Batch  875/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5107, Loss: 1.8031
Epoch   0 Batch  876/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5195, Loss: 1.8806
Epoch   0 Batch  877/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5252, Loss: 1.8337
Epoch   0 Batch  878/1077 - Train Accuracy: 0.5008, Validation Accuracy: 0.5110, Loss: 1.7496
Epoch   0 Batch  879/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5021, Loss: 1.7299
Epoch   0 Batch  880/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.4996, Loss: 1.7276
Epoch   0 Batch  881/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5089, Loss: 1.8439
Epoch   0 Batch  882/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5099, Loss: 1.7973
Epoch   0 Batch  883/1077 - Train Accuracy: 0.4145, Validation Accuracy: 0.5163, Loss: 1.9881
Epoch   0 Batch  884/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5149, Loss: 1.7845
Epoch   0 Batch  885/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5156, Loss: 1.6139
Epoch   0 Batch  886/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5156, Loss: 1.8327
Epoch   0 Batch  887/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5174, Loss: 1.8447
Epoch   0 Batch  888/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5131, Loss: 1.7739
Epoch   0 Batch  889/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5107, Loss: 1.7601
Epoch   0 Batch  890/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5181, Loss: 1.6179
Epoch   0 Batch  891/1077 - Train Accuracy: 0.4589, Validation Accuracy: 0.5117, Loss: 1.8338
Epoch   0 Batch  892/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5110, Loss: 1.7730
Epoch   0 Batch  893/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5089, Loss: 1.7298
Epoch   0 Batch  894/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5075, Loss: 1.6586
Epoch   0 Batch  895/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5124, Loss: 1.7653
Epoch   0 Batch  896/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5174, Loss: 1.8897
Epoch   0 Batch  897/1077 - Train Accuracy: 0.5231, Validation Accuracy: 0.5149, Loss: 1.5942
Epoch   0 Batch  898/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5181, Loss: 1.6652
Epoch   0 Batch  899/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5131, Loss: 1.7108
Epoch   0 Batch  900/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5107, Loss: 1.8457
Epoch   0 Batch  901/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5053, Loss: 1.7051
Epoch   0 Batch  902/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5078, Loss: 1.6762
Epoch   0 Batch  903/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5153, Loss: 1.7094
Epoch   0 Batch  904/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5217, Loss: 1.8454
Epoch   0 Batch  905/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5234, Loss: 1.7466
Epoch   0 Batch  906/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5128, Loss: 1.7556
Epoch   0 Batch  907/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5025, Loss: 1.7337
Epoch   0 Batch  908/1077 - Train Accuracy: 0.4352, Validation Accuracy: 0.4989, Loss: 1.7780
Epoch   0 Batch  909/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5085, Loss: 1.7307
Epoch   0 Batch  910/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5153, Loss: 1.6862
Epoch   0 Batch  911/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5178, Loss: 1.6058
Epoch   0 Batch  912/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.5202, Loss: 1.7933
Epoch   0 Batch  913/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5167, Loss: 1.7469
Epoch   0 Batch  914/1077 - Train Accuracy: 0.5788, Validation Accuracy: 0.5121, Loss: 1.4563
Epoch   0 Batch  915/1077 - Train Accuracy: 0.4112, Validation Accuracy: 0.5142, Loss: 1.9122
Epoch   0 Batch  916/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5103, Loss: 1.7578
Epoch   0 Batch  917/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5025, Loss: 1.8131
Epoch   0 Batch  918/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5028, Loss: 1.6440
Epoch   0 Batch  919/1077 - Train Accuracy: 0.4757, Validation Accuracy: 0.5082, Loss: 1.7529
Epoch   0 Batch  920/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5146, Loss: 1.7462
Epoch   0 Batch  921/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5160, Loss: 1.7502
Epoch   0 Batch  922/1077 - Train Accuracy: 0.4658, Validation Accuracy: 0.5114, Loss: 1.7127
Epoch   0 Batch  923/1077 - Train Accuracy: 0.4083, Validation Accuracy: 0.5064, Loss: 1.8461
Epoch   0 Batch  924/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5156, Loss: 1.8404
Epoch   0 Batch  925/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5142, Loss: 1.6949
Epoch   0 Batch  926/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5085, Loss: 1.7853
Epoch   0 Batch  927/1077 - Train Accuracy: 0.4355, Validation Accuracy: 0.5089, Loss: 1.7802
Epoch   0 Batch  928/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5103, Loss: 1.6713
Epoch   0 Batch  929/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5149, Loss: 1.7758
Epoch   0 Batch  930/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5149, Loss: 1.6899
Epoch   0 Batch  931/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5092, Loss: 1.6854
Epoch   0 Batch  932/1077 - Train Accuracy: 0.4371, Validation Accuracy: 0.5085, Loss: 1.7489
Epoch   0 Batch  933/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5195, Loss: 1.7396
Epoch   0 Batch  934/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5174, Loss: 1.8083
Epoch   0 Batch  935/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5185, Loss: 1.7625
Epoch   0 Batch  936/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5146, Loss: 1.6778
Epoch   0 Batch  937/1077 - Train Accuracy: 0.4535, Validation Accuracy: 0.5121, Loss: 1.7923
Epoch   0 Batch  938/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5067, Loss: 1.7589
Epoch   0 Batch  939/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5060, Loss: 1.7186
Epoch   0 Batch  940/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5121, Loss: 1.7619
Epoch   0 Batch  941/1077 - Train Accuracy: 0.4874, Validation Accuracy: 0.5146, Loss: 1.5949
Epoch   0 Batch  942/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.5117, Loss: 1.7622
Epoch   0 Batch  943/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5092, Loss: 1.7309
Epoch   0 Batch  944/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5128, Loss: 1.6575
Epoch   0 Batch  945/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5153, Loss: 1.7232
Epoch   0 Batch  946/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5163, Loss: 1.7950
Epoch   0 Batch  947/1077 - Train Accuracy: 0.4322, Validation Accuracy: 0.5064, Loss: 1.7776
Epoch   0 Batch  948/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5039, Loss: 1.6990
Epoch   0 Batch  949/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5099, Loss: 1.5765
Epoch   0 Batch  950/1077 - Train Accuracy: 0.4673, Validation Accuracy: 0.5156, Loss: 1.6954
Epoch   0 Batch  951/1077 - Train Accuracy: 0.4993, Validation Accuracy: 0.5142, Loss: 1.6309
Epoch   0 Batch  952/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5004, Loss: 1.6310
Epoch   0 Batch  953/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.5014, Loss: 1.7832
Epoch   0 Batch  954/1077 - Train Accuracy: 0.4301, Validation Accuracy: 0.5107, Loss: 1.7607
Epoch   0 Batch  955/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5142, Loss: 1.7088
Epoch   0 Batch  956/1077 - Train Accuracy: 0.4938, Validation Accuracy: 0.5153, Loss: 1.6206
Epoch   0 Batch  957/1077 - Train Accuracy: 0.4706, Validation Accuracy: 0.5032, Loss: 1.6770
Epoch   0 Batch  958/1077 - Train Accuracy: 0.4512, Validation Accuracy: 0.5025, Loss: 1.6946
Epoch   0 Batch  959/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5071, Loss: 1.6362
Epoch   0 Batch  960/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5135, Loss: 1.5979
Epoch   0 Batch  961/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5110, Loss: 1.7772
Epoch   0 Batch  962/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5075, Loss: 1.5794
Epoch   0 Batch  963/1077 - Train Accuracy: 0.4045, Validation Accuracy: 0.5050, Loss: 1.9125
Epoch   0 Batch  964/1077 - Train Accuracy: 0.4792, Validation Accuracy: 0.5128, Loss: 1.6569
Epoch   0 Batch  965/1077 - Train Accuracy: 0.4165, Validation Accuracy: 0.5160, Loss: 1.8220
Epoch   0 Batch  966/1077 - Train Accuracy: 0.5346, Validation Accuracy: 0.5160, Loss: 1.4910
Epoch   0 Batch  967/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5206, Loss: 1.5803
Epoch   0 Batch  968/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5178, Loss: 1.6967
Epoch   0 Batch  969/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5195, Loss: 1.5952
Epoch   0 Batch  970/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5128, Loss: 1.7038
Epoch   0 Batch  971/1077 - Train Accuracy: 0.4881, Validation Accuracy: 0.5110, Loss: 1.6006
Epoch   0 Batch  972/1077 - Train Accuracy: 0.4492, Validation Accuracy: 0.5103, Loss: 1.6619
Epoch   0 Batch  973/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5167, Loss: 1.6237
Epoch   0 Batch  974/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.5170, Loss: 1.6678
Epoch   0 Batch  975/1077 - Train Accuracy: 0.5123, Validation Accuracy: 0.5128, Loss: 1.5479
Epoch   0 Batch  976/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5135, Loss: 1.7197
Epoch   0 Batch  977/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5174, Loss: 1.5790
Epoch   0 Batch  978/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5114, Loss: 1.6275
Epoch   0 Batch  979/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.5128, Loss: 1.8011
Epoch   0 Batch  980/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5103, Loss: 1.6134
Epoch   0 Batch  981/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5053, Loss: 1.5912
Epoch   0 Batch  982/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5028, Loss: 1.6114
Epoch   0 Batch  983/1077 - Train Accuracy: 0.4618, Validation Accuracy: 0.5000, Loss: 1.7615
Epoch   0 Batch  984/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5043, Loss: 1.6665
Epoch   0 Batch  985/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5099, Loss: 1.6267
Epoch   0 Batch  986/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5039, Loss: 1.6708
Epoch   0 Batch  987/1077 - Train Accuracy: 0.4929, Validation Accuracy: 0.5011, Loss: 1.5600
Epoch   0 Batch  988/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.5000, Loss: 1.6861
Epoch   0 Batch  989/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.4975, Loss: 1.6689
Epoch   0 Batch  990/1077 - Train Accuracy: 0.4511, Validation Accuracy: 0.5039, Loss: 1.6876
Epoch   0 Batch  991/1077 - Train Accuracy: 0.4711, Validation Accuracy: 0.5099, Loss: 1.6185
Epoch   0 Batch  992/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5082, Loss: 1.6162
Epoch   0 Batch  993/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5053, Loss: 1.6088
Epoch   0 Batch  994/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5050, Loss: 1.6399
Epoch   0 Batch  995/1077 - Train Accuracy: 0.4933, Validation Accuracy: 0.5007, Loss: 1.5689
Epoch   0 Batch  996/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.4986, Loss: 1.6554
Epoch   0 Batch  997/1077 - Train Accuracy: 0.4252, Validation Accuracy: 0.4989, Loss: 1.7332
Epoch   0 Batch  998/1077 - Train Accuracy: 0.4430, Validation Accuracy: 0.5014, Loss: 1.6294
Epoch   0 Batch  999/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5071, Loss: 1.6406
Epoch   0 Batch 1000/1077 - Train Accuracy: 0.5153, Validation Accuracy: 0.5025, Loss: 1.5458
Epoch   0 Batch 1001/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5032, Loss: 1.5476
Epoch   0 Batch 1002/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.4996, Loss: 1.6241
Epoch   0 Batch 1003/1077 - Train Accuracy: 0.4646, Validation Accuracy: 0.4989, Loss: 1.6375
Epoch   0 Batch 1004/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.4968, Loss: 1.6020
Epoch   0 Batch 1005/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.4975, Loss: 1.6534
Epoch   0 Batch 1006/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5025, Loss: 1.5934
Epoch   0 Batch 1007/1077 - Train Accuracy: 0.5153, Validation Accuracy: 0.5057, Loss: 1.5275
Epoch   0 Batch 1008/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5071, Loss: 1.6182
Epoch   0 Batch 1009/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5067, Loss: 1.5776
Epoch   0 Batch 1010/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5060, Loss: 1.6704
Epoch   0 Batch 1011/1077 - Train Accuracy: 0.4613, Validation Accuracy: 0.5036, Loss: 1.6497
Epoch   0 Batch 1012/1077 - Train Accuracy: 0.4829, Validation Accuracy: 0.5096, Loss: 1.5971
Epoch   0 Batch 1013/1077 - Train Accuracy: 0.5026, Validation Accuracy: 0.5067, Loss: 1.5212
Epoch   0 Batch 1014/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5025, Loss: 1.6846
Epoch   0 Batch 1015/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5004, Loss: 1.6487
Epoch   0 Batch 1016/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.4989, Loss: 1.6396
Epoch   0 Batch 1017/1077 - Train Accuracy: 0.4650, Validation Accuracy: 0.5117, Loss: 1.6739
Epoch   0 Batch 1018/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5135, Loss: 1.4980
Epoch   0 Batch 1019/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5028, Loss: 1.6816
Epoch   0 Batch 1020/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5039, Loss: 1.5791
Epoch   0 Batch 1021/1077 - Train Accuracy: 0.4821, Validation Accuracy: 0.5060, Loss: 1.5341
Epoch   0 Batch 1022/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5064, Loss: 1.5141
Epoch   0 Batch 1023/1077 - Train Accuracy: 0.5110, Validation Accuracy: 0.5121, Loss: 1.4898
Epoch   0 Batch 1024/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5089, Loss: 1.6518
Epoch   0 Batch 1025/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5043, Loss: 1.5459
Epoch   0 Batch 1026/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5082, Loss: 1.5001
Epoch   0 Batch 1027/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.5032, Loss: 1.6613
Epoch   0 Batch 1028/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5060, Loss: 1.5619
Epoch   0 Batch 1029/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5046, Loss: 1.6212
Epoch   0 Batch 1030/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5011, Loss: 1.6440
Epoch   0 Batch 1031/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4954, Loss: 1.6733
Epoch   0 Batch 1032/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.4964, Loss: 1.5366
Epoch   0 Batch 1033/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5107, Loss: 1.4879
Epoch   0 Batch 1034/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5217, Loss: 1.6620
Epoch   0 Batch 1035/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5210, Loss: 1.5352
Epoch   0 Batch 1036/1077 - Train Accuracy: 0.4714, Validation Accuracy: 0.4950, Loss: 1.5430
Epoch   0 Batch 1037/1077 - Train Accuracy: 0.4270, Validation Accuracy: 0.4933, Loss: 1.6548
Epoch   0 Batch 1038/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5064, Loss: 1.5881
Epoch   0 Batch 1039/1077 - Train Accuracy: 0.5394, Validation Accuracy: 0.5263, Loss: 1.4948
Epoch   0 Batch 1040/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5192, Loss: 1.6404
Epoch   0 Batch 1041/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5053, Loss: 1.6436
Epoch   0 Batch 1042/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5025, Loss: 1.5598
Epoch   0 Batch 1043/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5039, Loss: 1.5950
Epoch   0 Batch 1044/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5036, Loss: 1.5386
Epoch   0 Batch 1045/1077 - Train Accuracy: 0.4297, Validation Accuracy: 0.5103, Loss: 1.6198
Epoch   0 Batch 1046/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5032, Loss: 1.5187
Epoch   0 Batch 1047/1077 - Train Accuracy: 0.4418, Validation Accuracy: 0.4947, Loss: 1.5806
Epoch   0 Batch 1048/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.4918, Loss: 1.5688
Epoch   0 Batch 1049/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.4954, Loss: 1.5766
Epoch   0 Batch 1050/1077 - Train Accuracy: 0.4238, Validation Accuracy: 0.5014, Loss: 1.6353
Epoch   0 Batch 1051/1077 - Train Accuracy: 0.5026, Validation Accuracy: 0.5064, Loss: 1.5156
Epoch   0 Batch 1052/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.4950, Loss: 1.4314
Epoch   0 Batch 1053/1077 - Train Accuracy: 0.4911, Validation Accuracy: 0.4943, Loss: 1.4649
Epoch   0 Batch 1054/1077 - Train Accuracy: 0.4316, Validation Accuracy: 0.4947, Loss: 1.6333
Epoch   0 Batch 1055/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.4869, Loss: 1.5372
Epoch   0 Batch 1056/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.4915, Loss: 1.5641
Epoch   0 Batch 1057/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4918, Loss: 1.6313
Epoch   0 Batch 1058/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.4972, Loss: 1.6708
Epoch   0 Batch 1059/1077 - Train Accuracy: 0.4169, Validation Accuracy: 0.5028, Loss: 1.6918
Epoch   0 Batch 1060/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.4982, Loss: 1.5368
Epoch   0 Batch 1061/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.4929, Loss: 1.5446
Epoch   0 Batch 1062/1077 - Train Accuracy: 0.4391, Validation Accuracy: 0.4918, Loss: 1.5490
Epoch   0 Batch 1063/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.4954, Loss: 1.4983
Epoch   0 Batch 1064/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4986, Loss: 1.5434
Epoch   0 Batch 1065/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5011, Loss: 1.5073
Epoch   0 Batch 1066/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5110, Loss: 1.5481
Epoch   0 Batch 1067/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5117, Loss: 1.5158
Epoch   0 Batch 1068/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5064, Loss: 1.4938
Epoch   0 Batch 1069/1077 - Train Accuracy: 0.4795, Validation Accuracy: 0.5011, Loss: 1.4612
Epoch   0 Batch 1070/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5007, Loss: 1.5620
Epoch   0 Batch 1071/1077 - Train Accuracy: 0.4344, Validation Accuracy: 0.4957, Loss: 1.5466
Epoch   0 Batch 1072/1077 - Train Accuracy: 0.4736, Validation Accuracy: 0.4964, Loss: 1.4779
Epoch   0 Batch 1073/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4957, Loss: 1.5100
Epoch   0 Batch 1074/1077 - Train Accuracy: 0.4728, Validation Accuracy: 0.4929, Loss: 1.5195
Epoch   0 Batch 1075/1077 - Train Accuracy: 0.4260, Validation Accuracy: 0.4897, Loss: 1.5816
Epoch   1 Batch    1/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.5000, Loss: 1.5331
Epoch   1 Batch    2/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.4982, Loss: 1.5599
Epoch   1 Batch    3/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.4979, Loss: 1.5000
Epoch   1 Batch    4/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4989, Loss: 1.5241
Epoch   1 Batch    5/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5039, Loss: 1.5196
Epoch   1 Batch    6/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5011, Loss: 1.5169
Epoch   1 Batch    7/1077 - Train Accuracy: 0.4246, Validation Accuracy: 0.4993, Loss: 1.5209
Epoch   1 Batch    8/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.4993, Loss: 1.4938
Epoch   1 Batch    9/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.4996, Loss: 1.4765
Epoch   1 Batch   10/1077 - Train Accuracy: 0.4285, Validation Accuracy: 0.5004, Loss: 1.5982
Epoch   1 Batch   11/1077 - Train Accuracy: 0.4520, Validation Accuracy: 0.5011, Loss: 1.4812
Epoch   1 Batch   12/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5025, Loss: 1.5298
Epoch   1 Batch   13/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.4996, Loss: 1.4786
Epoch   1 Batch   14/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.4957, Loss: 1.4221
Epoch   1 Batch   15/1077 - Train Accuracy: 0.4449, Validation Accuracy: 0.4968, Loss: 1.4944
Epoch   1 Batch   16/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5007, Loss: 1.4830
Epoch   1 Batch   17/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5004, Loss: 1.4576
Epoch   1 Batch   18/1077 - Train Accuracy: 0.4629, Validation Accuracy: 0.5039, Loss: 1.5019
Epoch   1 Batch   19/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5014, Loss: 1.4476
Epoch   1 Batch   20/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.4968, Loss: 1.4262
Epoch   1 Batch   21/1077 - Train Accuracy: 0.4223, Validation Accuracy: 0.4950, Loss: 1.5346
Epoch   1 Batch   22/1077 - Train Accuracy: 0.4504, Validation Accuracy: 0.4975, Loss: 1.5039
Epoch   1 Batch   23/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.4982, Loss: 1.5026
Epoch   1 Batch   24/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.4972, Loss: 1.4488
Epoch   1 Batch   25/1077 - Train Accuracy: 0.4437, Validation Accuracy: 0.4950, Loss: 1.4718
Epoch   1 Batch   26/1077 - Train Accuracy: 0.4426, Validation Accuracy: 0.5004, Loss: 1.5234
Epoch   1 Batch   27/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.4989, Loss: 1.3382
Epoch   1 Batch   28/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.4979, Loss: 1.4236
Epoch   1 Batch   29/1077 - Train Accuracy: 0.4645, Validation Accuracy: 0.4982, Loss: 1.4656
Epoch   1 Batch   30/1077 - Train Accuracy: 0.4590, Validation Accuracy: 0.5007, Loss: 1.4404
Epoch   1 Batch   31/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5046, Loss: 1.5074
Epoch   1 Batch   32/1077 - Train Accuracy: 0.5123, Validation Accuracy: 0.5046, Loss: 1.3605
Epoch   1 Batch   33/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5050, Loss: 1.3934
Epoch   1 Batch   34/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5099, Loss: 1.4635
Epoch   1 Batch   35/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5089, Loss: 1.4508
Epoch   1 Batch   36/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5114, Loss: 1.4084
Epoch   1 Batch   37/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5025, Loss: 1.4619
Epoch   1 Batch   38/1077 - Train Accuracy: 0.4350, Validation Accuracy: 0.5007, Loss: 1.5877
Epoch   1 Batch   39/1077 - Train Accuracy: 0.4434, Validation Accuracy: 0.5011, Loss: 1.4936
Epoch   1 Batch   40/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5110, Loss: 1.4587
Epoch   1 Batch   41/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5117, Loss: 1.4316
Epoch   1 Batch   42/1077 - Train Accuracy: 0.4574, Validation Accuracy: 0.4986, Loss: 1.4576
Epoch   1 Batch   43/1077 - Train Accuracy: 0.4363, Validation Accuracy: 0.4964, Loss: 1.4558
Epoch   1 Batch   44/1077 - Train Accuracy: 0.4079, Validation Accuracy: 0.4996, Loss: 1.5266
Epoch   1 Batch   45/1077 - Train Accuracy: 0.4551, Validation Accuracy: 0.5014, Loss: 1.4791
Epoch   1 Batch   46/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.4989, Loss: 1.5184
Epoch   1 Batch   47/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.4982, Loss: 1.4019
Epoch   1 Batch   48/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5014, Loss: 1.4634
Epoch   1 Batch   49/1077 - Train Accuracy: 0.4632, Validation Accuracy: 0.5021, Loss: 1.4380
Epoch   1 Batch   50/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5053, Loss: 1.4945
Epoch   1 Batch   51/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5103, Loss: 1.3870
Epoch   1 Batch   52/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5185, Loss: 1.4765
Epoch   1 Batch   53/1077 - Train Accuracy: 0.4889, Validation Accuracy: 0.5153, Loss: 1.4200
Epoch   1 Batch   54/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5146, Loss: 1.5724
Epoch   1 Batch   55/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5117, Loss: 1.3832
Epoch   1 Batch   56/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5170, Loss: 1.4464
Epoch   1 Batch   57/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5202, Loss: 1.2917
Epoch   1 Batch   58/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5167, Loss: 1.4417
Epoch   1 Batch   59/1077 - Train Accuracy: 0.4322, Validation Accuracy: 0.5085, Loss: 1.5178
Epoch   1 Batch   60/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5028, Loss: 1.4051
Epoch   1 Batch   61/1077 - Train Accuracy: 0.4488, Validation Accuracy: 0.5071, Loss: 1.4167
Epoch   1 Batch   62/1077 - Train Accuracy: 0.4634, Validation Accuracy: 0.5224, Loss: 1.4883
Epoch   1 Batch   63/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5231, Loss: 1.3774
Epoch   1 Batch   64/1077 - Train Accuracy: 0.4508, Validation Accuracy: 0.5078, Loss: 1.4302
Epoch   1 Batch   65/1077 - Train Accuracy: 0.4470, Validation Accuracy: 0.5099, Loss: 1.5057
Epoch   1 Batch   66/1077 - Train Accuracy: 0.4550, Validation Accuracy: 0.5153, Loss: 1.4196
Epoch   1 Batch   67/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5153, Loss: 1.3746
Epoch   1 Batch   68/1077 - Train Accuracy: 0.4523, Validation Accuracy: 0.5146, Loss: 1.4563
Epoch   1 Batch   69/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5167, Loss: 1.4463
Epoch   1 Batch   70/1077 - Train Accuracy: 0.4457, Validation Accuracy: 0.5160, Loss: 1.4971
Epoch   1 Batch   71/1077 - Train Accuracy: 0.4723, Validation Accuracy: 0.5156, Loss: 1.4171
Epoch   1 Batch   72/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5142, Loss: 1.4197
Epoch   1 Batch   73/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5078, Loss: 1.4269
Epoch   1 Batch   74/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5078, Loss: 1.3224
Epoch   1 Batch   75/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5117, Loss: 1.3642
Epoch   1 Batch   76/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5188, Loss: 1.3823
Epoch   1 Batch   77/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5110, Loss: 1.4533
Epoch   1 Batch   78/1077 - Train Accuracy: 0.4359, Validation Accuracy: 0.5149, Loss: 1.4922
Epoch   1 Batch   79/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5138, Loss: 1.4340
Epoch   1 Batch   80/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5110, Loss: 1.4179
Epoch   1 Batch   81/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5153, Loss: 1.4216
Epoch   1 Batch   82/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5195, Loss: 1.2632
Epoch   1 Batch   83/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5185, Loss: 1.5021
Epoch   1 Batch   84/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5167, Loss: 1.4131
Epoch   1 Batch   85/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5170, Loss: 1.3289
Epoch   1 Batch   86/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5192, Loss: 1.4335
Epoch   1 Batch   87/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5160, Loss: 1.4461
Epoch   1 Batch   88/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5117, Loss: 1.4243
Epoch   1 Batch   89/1077 - Train Accuracy: 0.4797, Validation Accuracy: 0.5124, Loss: 1.4049
Epoch   1 Batch   90/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5131, Loss: 1.4721
Epoch   1 Batch   91/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5064, Loss: 1.2660
Epoch   1 Batch   92/1077 - Train Accuracy: 0.4717, Validation Accuracy: 0.5071, Loss: 1.4033
Epoch   1 Batch   93/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5146, Loss: 1.4188
Epoch   1 Batch   94/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5174, Loss: 1.3701
Epoch   1 Batch   95/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5188, Loss: 1.3712
Epoch   1 Batch   96/1077 - Train Accuracy: 0.4691, Validation Accuracy: 0.5107, Loss: 1.3790
Epoch   1 Batch   97/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5078, Loss: 1.3925
Epoch   1 Batch   98/1077 - Train Accuracy: 0.5149, Validation Accuracy: 0.5124, Loss: 1.3236
Epoch   1 Batch   99/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5142, Loss: 1.4450
Epoch   1 Batch  100/1077 - Train Accuracy: 0.4738, Validation Accuracy: 0.5146, Loss: 1.3885
Epoch   1 Batch  101/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5064, Loss: 1.3834
Epoch   1 Batch  102/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5082, Loss: 1.3219
Epoch   1 Batch  103/1077 - Train Accuracy: 0.4375, Validation Accuracy: 0.5067, Loss: 1.4912
Epoch   1 Batch  104/1077 - Train Accuracy: 0.4235, Validation Accuracy: 0.5114, Loss: 1.4711
Epoch   1 Batch  105/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5178, Loss: 1.3429
Epoch   1 Batch  106/1077 - Train Accuracy: 0.4700, Validation Accuracy: 0.5092, Loss: 1.4650
Epoch   1 Batch  107/1077 - Train Accuracy: 0.4825, Validation Accuracy: 0.5121, Loss: 1.3197
Epoch   1 Batch  108/1077 - Train Accuracy: 0.5146, Validation Accuracy: 0.5138, Loss: 1.2600
Epoch   1 Batch  109/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5220, Loss: 1.3622
Epoch   1 Batch  110/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5206, Loss: 1.3456
Epoch   1 Batch  111/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5163, Loss: 1.4012
Epoch   1 Batch  112/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5199, Loss: 1.3712
Epoch   1 Batch  113/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5369, Loss: 1.4046
Epoch   1 Batch  114/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5348, Loss: 1.3144
Epoch   1 Batch  115/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5309, Loss: 1.4161
Epoch   1 Batch  116/1077 - Train Accuracy: 0.4531, Validation Accuracy: 0.5124, Loss: 1.4079
Epoch   1 Batch  117/1077 - Train Accuracy: 0.4277, Validation Accuracy: 0.5107, Loss: 1.4357
Epoch   1 Batch  118/1077 - Train Accuracy: 0.4490, Validation Accuracy: 0.5110, Loss: 1.4535
Epoch   1 Batch  119/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5178, Loss: 1.3612
Epoch   1 Batch  120/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5142, Loss: 1.3779
Epoch   1 Batch  121/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5071, Loss: 1.3682
Epoch   1 Batch  122/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5082, Loss: 1.3397
Epoch   1 Batch  123/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5057, Loss: 1.2976
Epoch   1 Batch  124/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5174, Loss: 1.3770
Epoch   1 Batch  125/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5170, Loss: 1.3648
Epoch   1 Batch  126/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5210, Loss: 1.3189
Epoch   1 Batch  127/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5185, Loss: 1.3492
Epoch   1 Batch  128/1077 - Train Accuracy: 0.5097, Validation Accuracy: 0.5032, Loss: 1.2964
Epoch   1 Batch  129/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5050, Loss: 1.3708
Epoch   1 Batch  130/1077 - Train Accuracy: 0.4751, Validation Accuracy: 0.5064, Loss: 1.2708
Epoch   1 Batch  131/1077 - Train Accuracy: 0.4566, Validation Accuracy: 0.5249, Loss: 1.3745
Epoch   1 Batch  132/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.5192, Loss: 1.4059
Epoch   1 Batch  133/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5117, Loss: 1.3600
Epoch   1 Batch  134/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5043, Loss: 1.3101
Epoch   1 Batch  135/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5046, Loss: 1.4020
Epoch   1 Batch  136/1077 - Train Accuracy: 0.4648, Validation Accuracy: 0.5014, Loss: 1.3726
Epoch   1 Batch  137/1077 - Train Accuracy: 0.5007, Validation Accuracy: 0.5160, Loss: 1.2461
Epoch   1 Batch  138/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5291, Loss: 1.3102
Epoch   1 Batch  139/1077 - Train Accuracy: 0.4750, Validation Accuracy: 0.5174, Loss: 1.3550
Epoch   1 Batch  140/1077 - Train Accuracy: 0.4305, Validation Accuracy: 0.5032, Loss: 1.4413
Epoch   1 Batch  141/1077 - Train Accuracy: 0.4406, Validation Accuracy: 0.5082, Loss: 1.3884
Epoch   1 Batch  142/1077 - Train Accuracy: 0.4903, Validation Accuracy: 0.5089, Loss: 1.2587
Epoch   1 Batch  143/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5291, Loss: 1.3287
Epoch   1 Batch  144/1077 - Train Accuracy: 0.4400, Validation Accuracy: 0.5245, Loss: 1.4243
Epoch   1 Batch  145/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5160, Loss: 1.2907
Epoch   1 Batch  146/1077 - Train Accuracy: 0.4892, Validation Accuracy: 0.5011, Loss: 1.3295
Epoch   1 Batch  147/1077 - Train Accuracy: 0.4402, Validation Accuracy: 0.4961, Loss: 1.3720
Epoch   1 Batch  148/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5071, Loss: 1.3433
Epoch   1 Batch  149/1077 - Train Accuracy: 0.4539, Validation Accuracy: 0.5185, Loss: 1.3724
Epoch   1 Batch  150/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5174, Loss: 1.2752
Epoch   1 Batch  151/1077 - Train Accuracy: 0.4673, Validation Accuracy: 0.5107, Loss: 1.2881
Epoch   1 Batch  152/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5064, Loss: 1.3452
Epoch   1 Batch  153/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5067, Loss: 1.4050
Epoch   1 Batch  154/1077 - Train Accuracy: 0.4564, Validation Accuracy: 0.5092, Loss: 1.4198
Epoch   1 Batch  155/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5174, Loss: 1.3398
Epoch   1 Batch  156/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5174, Loss: 1.3277
Epoch   1 Batch  157/1077 - Train Accuracy: 0.4695, Validation Accuracy: 0.5163, Loss: 1.3493
Epoch   1 Batch  158/1077 - Train Accuracy: 0.4833, Validation Accuracy: 0.5142, Loss: 1.3342
Epoch   1 Batch  159/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5103, Loss: 1.2726
Epoch   1 Batch  160/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5121, Loss: 1.3106
Epoch   1 Batch  161/1077 - Train Accuracy: 0.4621, Validation Accuracy: 0.5121, Loss: 1.3565
Epoch   1 Batch  162/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5092, Loss: 1.3518
Epoch   1 Batch  163/1077 - Train Accuracy: 0.4354, Validation Accuracy: 0.5057, Loss: 1.3694
Epoch   1 Batch  164/1077 - Train Accuracy: 0.4465, Validation Accuracy: 0.5060, Loss: 1.3612
Epoch   1 Batch  165/1077 - Train Accuracy: 0.4473, Validation Accuracy: 0.5153, Loss: 1.3268
Epoch   1 Batch  166/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5188, Loss: 1.2731
Epoch   1 Batch  167/1077 - Train Accuracy: 0.4480, Validation Accuracy: 0.5181, Loss: 1.3553
Epoch   1 Batch  168/1077 - Train Accuracy: 0.4601, Validation Accuracy: 0.5227, Loss: 1.3814
Epoch   1 Batch  169/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5231, Loss: 1.2503
Epoch   1 Batch  170/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5206, Loss: 1.3576
Epoch   1 Batch  171/1077 - Train Accuracy: 0.5050, Validation Accuracy: 0.5178, Loss: 1.2483
Epoch   1 Batch  172/1077 - Train Accuracy: 0.4888, Validation Accuracy: 0.5188, Loss: 1.2350
Epoch   1 Batch  173/1077 - Train Accuracy: 0.4215, Validation Accuracy: 0.5238, Loss: 1.4141
Epoch   1 Batch  174/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5160, Loss: 1.2973
Epoch   1 Batch  175/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5252, Loss: 1.2603
Epoch   1 Batch  176/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5192, Loss: 1.3062
Epoch   1 Batch  177/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5181, Loss: 1.3819
Epoch   1 Batch  178/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5181, Loss: 1.2895
Epoch   1 Batch  179/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5181, Loss: 1.3610
Epoch   1 Batch  180/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5263, Loss: 1.2855
Epoch   1 Batch  181/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5245, Loss: 1.3171
Epoch   1 Batch  182/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5050, Loss: 1.2846
Epoch   1 Batch  183/1077 - Train Accuracy: 0.4578, Validation Accuracy: 0.5096, Loss: 1.3690
Epoch   1 Batch  184/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5121, Loss: 1.2877
Epoch   1 Batch  185/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5245, Loss: 1.3029
Epoch   1 Batch  186/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5288, Loss: 1.3317
Epoch   1 Batch  187/1077 - Train Accuracy: 0.4469, Validation Accuracy: 0.5210, Loss: 1.3141
Epoch   1 Batch  188/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5206, Loss: 1.2936
Epoch   1 Batch  189/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5231, Loss: 1.3208
Epoch   1 Batch  190/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5206, Loss: 1.3073
Epoch   1 Batch  191/1077 - Train Accuracy: 0.5295, Validation Accuracy: 0.5234, Loss: 1.1865
Epoch   1 Batch  192/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5192, Loss: 1.3057
Epoch   1 Batch  193/1077 - Train Accuracy: 0.5113, Validation Accuracy: 0.5309, Loss: 1.2539
Epoch   1 Batch  194/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5344, Loss: 1.1993
Epoch   1 Batch  195/1077 - Train Accuracy: 0.4441, Validation Accuracy: 0.5149, Loss: 1.2990
Epoch   1 Batch  196/1077 - Train Accuracy: 0.4855, Validation Accuracy: 0.5249, Loss: 1.2618
Epoch   1 Batch  197/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5199, Loss: 1.2590
Epoch   1 Batch  198/1077 - Train Accuracy: 0.5182, Validation Accuracy: 0.5160, Loss: 1.2009
Epoch   1 Batch  199/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5295, Loss: 1.2853
Epoch   1 Batch  200/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5320, Loss: 1.2918
Epoch   1 Batch  201/1077 - Train Accuracy: 0.4898, Validation Accuracy: 0.5249, Loss: 1.2049
Epoch   1 Batch  202/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5277, Loss: 1.2975
Epoch   1 Batch  203/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5249, Loss: 1.2571
Epoch   1 Batch  204/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5185, Loss: 1.2905
Epoch   1 Batch  205/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5146, Loss: 1.3063
Epoch   1 Batch  206/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5192, Loss: 1.2876
Epoch   1 Batch  207/1077 - Train Accuracy: 0.4785, Validation Accuracy: 0.5259, Loss: 1.3114
Epoch   1 Batch  208/1077 - Train Accuracy: 0.4829, Validation Accuracy: 0.5277, Loss: 1.2606
Epoch   1 Batch  209/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5252, Loss: 1.1967
Epoch   1 Batch  210/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5249, Loss: 1.2937
Epoch   1 Batch  211/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5195, Loss: 1.2742
Epoch   1 Batch  212/1077 - Train Accuracy: 0.5011, Validation Accuracy: 0.5206, Loss: 1.2133
Epoch   1 Batch  213/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5174, Loss: 1.2279
Epoch   1 Batch  214/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5018, Loss: 1.2765
Epoch   1 Batch  215/1077 - Train Accuracy: 0.4367, Validation Accuracy: 0.4886, Loss: 1.2991
Epoch   1 Batch  216/1077 - Train Accuracy: 0.4309, Validation Accuracy: 0.4876, Loss: 1.3103
Epoch   1 Batch  217/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.4876, Loss: 1.2235
Epoch   1 Batch  218/1077 - Train Accuracy: 0.4560, Validation Accuracy: 0.5028, Loss: 1.3605
Epoch   1 Batch  219/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5188, Loss: 1.2854
Epoch   1 Batch  220/1077 - Train Accuracy: 0.4700, Validation Accuracy: 0.5256, Loss: 1.2882
Epoch   1 Batch  221/1077 - Train Accuracy: 0.4815, Validation Accuracy: 0.5305, Loss: 1.2859
Epoch   1 Batch  222/1077 - Train Accuracy: 0.4387, Validation Accuracy: 0.5153, Loss: 1.3673
Epoch   1 Batch  223/1077 - Train Accuracy: 0.4751, Validation Accuracy: 0.4929, Loss: 1.1856
Epoch   1 Batch  224/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5050, Loss: 1.2907
Epoch   1 Batch  225/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5231, Loss: 1.2760
Epoch   1 Batch  226/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5256, Loss: 1.2486
Epoch   1 Batch  227/1077 - Train Accuracy: 0.4410, Validation Accuracy: 0.5206, Loss: 1.3295
Epoch   1 Batch  228/1077 - Train Accuracy: 0.5043, Validation Accuracy: 0.5220, Loss: 1.2379
Epoch   1 Batch  229/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5199, Loss: 1.2679
Epoch   1 Batch  230/1077 - Train Accuracy: 0.4989, Validation Accuracy: 0.5174, Loss: 1.1795
Epoch   1 Batch  231/1077 - Train Accuracy: 0.4758, Validation Accuracy: 0.5146, Loss: 1.2534
Epoch   1 Batch  232/1077 - Train Accuracy: 0.4519, Validation Accuracy: 0.5163, Loss: 1.3024
Epoch   1 Batch  233/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5220, Loss: 1.3152
Epoch   1 Batch  234/1077 - Train Accuracy: 0.5104, Validation Accuracy: 0.5217, Loss: 1.2281
Epoch   1 Batch  235/1077 - Train Accuracy: 0.5134, Validation Accuracy: 0.5224, Loss: 1.1771
Epoch   1 Batch  236/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5195, Loss: 1.2696
Epoch   1 Batch  237/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5234, Loss: 1.1765
Epoch   1 Batch  238/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5302, Loss: 1.2855
Epoch   1 Batch  239/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5298, Loss: 1.1832
Epoch   1 Batch  240/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5181, Loss: 1.2230
Epoch   1 Batch  241/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5160, Loss: 1.1952
Epoch   1 Batch  242/1077 - Train Accuracy: 0.4527, Validation Accuracy: 0.5131, Loss: 1.2802
Epoch   1 Batch  243/1077 - Train Accuracy: 0.4000, Validation Accuracy: 0.5103, Loss: 1.2911
Epoch   1 Batch  244/1077 - Train Accuracy: 0.5067, Validation Accuracy: 0.5060, Loss: 1.2048
Epoch   1 Batch  245/1077 - Train Accuracy: 0.4825, Validation Accuracy: 0.5121, Loss: 1.1990
Epoch   1 Batch  246/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5206, Loss: 1.2440
Epoch   1 Batch  247/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5039, Loss: 1.1779
Epoch   1 Batch  248/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5117, Loss: 1.2212
Epoch   1 Batch  249/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5099, Loss: 1.2327
Epoch   1 Batch  250/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5131, Loss: 1.1641
Epoch   1 Batch  251/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5110, Loss: 1.2379
Epoch   1 Batch  252/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5195, Loss: 1.2159
Epoch   1 Batch  253/1077 - Train Accuracy: 0.4982, Validation Accuracy: 0.5170, Loss: 1.1947
Epoch   1 Batch  254/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5128, Loss: 1.2495
Epoch   1 Batch  255/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5170, Loss: 1.2640
Epoch   1 Batch  256/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5078, Loss: 1.2599
Epoch   1 Batch  257/1077 - Train Accuracy: 0.4959, Validation Accuracy: 0.5160, Loss: 1.1779
Epoch   1 Batch  258/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5192, Loss: 1.1822
Epoch   1 Batch  259/1077 - Train Accuracy: 0.4625, Validation Accuracy: 0.5252, Loss: 1.2452
Epoch   1 Batch  260/1077 - Train Accuracy: 0.4702, Validation Accuracy: 0.5121, Loss: 1.1882
Epoch   1 Batch  261/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5195, Loss: 1.1887
Epoch   1 Batch  262/1077 - Train Accuracy: 0.4777, Validation Accuracy: 0.5234, Loss: 1.2356
Epoch   1 Batch  263/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5234, Loss: 1.2075
Epoch   1 Batch  264/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5220, Loss: 1.2754
Epoch   1 Batch  265/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5295, Loss: 1.2051
Epoch   1 Batch  266/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5295, Loss: 1.1749
Epoch   1 Batch  267/1077 - Train Accuracy: 0.4925, Validation Accuracy: 0.5288, Loss: 1.1593
Epoch   1 Batch  268/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5284, Loss: 1.2294
Epoch   1 Batch  269/1077 - Train Accuracy: 0.4589, Validation Accuracy: 0.5259, Loss: 1.3201
Epoch   1 Batch  270/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5270, Loss: 1.3101
Epoch   1 Batch  271/1077 - Train Accuracy: 0.4906, Validation Accuracy: 0.5288, Loss: 1.2182
Epoch   1 Batch  272/1077 - Train Accuracy: 0.4978, Validation Accuracy: 0.5394, Loss: 1.2130
Epoch   1 Batch  273/1077 - Train Accuracy: 0.5048, Validation Accuracy: 0.5348, Loss: 1.1716
Epoch   1 Batch  274/1077 - Train Accuracy: 0.5093, Validation Accuracy: 0.5369, Loss: 1.2183
Epoch   1 Batch  275/1077 - Train Accuracy: 0.4892, Validation Accuracy: 0.5231, Loss: 1.1529
Epoch   1 Batch  276/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5192, Loss: 1.2599
Epoch   1 Batch  277/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5227, Loss: 1.1731
Epoch   1 Batch  278/1077 - Train Accuracy: 0.4652, Validation Accuracy: 0.5288, Loss: 1.2616
Epoch   1 Batch  279/1077 - Train Accuracy: 0.4594, Validation Accuracy: 0.5241, Loss: 1.3217
Epoch   1 Batch  280/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5259, Loss: 1.2369
Epoch   1 Batch  281/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5256, Loss: 1.2274
Epoch   1 Batch  282/1077 - Train Accuracy: 0.4660, Validation Accuracy: 0.5153, Loss: 1.2686
Epoch   1 Batch  283/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5288, Loss: 1.2366
Epoch   1 Batch  284/1077 - Train Accuracy: 0.4789, Validation Accuracy: 0.5281, Loss: 1.2749
Epoch   1 Batch  285/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5220, Loss: 1.1566
Epoch   1 Batch  286/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5224, Loss: 1.1178
Epoch   1 Batch  287/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5252, Loss: 1.1968
Epoch   1 Batch  288/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5206, Loss: 1.2650
Epoch   1 Batch  289/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5263, Loss: 1.2076
Epoch   1 Batch  290/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5224, Loss: 1.2348
Epoch   1 Batch  291/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5206, Loss: 1.1958
Epoch   1 Batch  292/1077 - Train Accuracy: 0.5071, Validation Accuracy: 0.5213, Loss: 1.1767
Epoch   1 Batch  293/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5288, Loss: 1.2641
Epoch   1 Batch  294/1077 - Train Accuracy: 0.5433, Validation Accuracy: 0.5291, Loss: 1.1053
Epoch   1 Batch  295/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5210, Loss: 1.2891
Epoch   1 Batch  296/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5220, Loss: 1.1489
Epoch   1 Batch  297/1077 - Train Accuracy: 0.4473, Validation Accuracy: 0.5210, Loss: 1.2821
Epoch   1 Batch  298/1077 - Train Accuracy: 0.4727, Validation Accuracy: 0.5178, Loss: 1.2575
Epoch   1 Batch  299/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5142, Loss: 1.1475
Epoch   1 Batch  300/1077 - Train Accuracy: 0.4494, Validation Accuracy: 0.5199, Loss: 1.2630
Epoch   1 Batch  301/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5199, Loss: 1.1911
Epoch   1 Batch  302/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5160, Loss: 1.1708
Epoch   1 Batch  303/1077 - Train Accuracy: 0.4605, Validation Accuracy: 0.5174, Loss: 1.2376
Epoch   1 Batch  304/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5174, Loss: 1.1150
Epoch   1 Batch  305/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5195, Loss: 1.2011
Epoch   1 Batch  306/1077 - Train Accuracy: 0.5030, Validation Accuracy: 0.5220, Loss: 1.1705
Epoch   1 Batch  307/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5277, Loss: 1.1816
Epoch   1 Batch  308/1077 - Train Accuracy: 0.4703, Validation Accuracy: 0.5192, Loss: 1.2736
Epoch   1 Batch  309/1077 - Train Accuracy: 0.4788, Validation Accuracy: 0.5142, Loss: 1.1614
Epoch   1 Batch  310/1077 - Train Accuracy: 0.4340, Validation Accuracy: 0.5206, Loss: 1.2121
Epoch   1 Batch  311/1077 - Train Accuracy: 0.5063, Validation Accuracy: 0.5131, Loss: 1.1440
Epoch   1 Batch  312/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5174, Loss: 1.2338
Epoch   1 Batch  313/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5288, Loss: 1.2016
Epoch   1 Batch  314/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5330, Loss: 1.1841
Epoch   1 Batch  315/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5217, Loss: 1.1738
Epoch   1 Batch  316/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5234, Loss: 1.1340
Epoch   1 Batch  317/1077 - Train Accuracy: 0.4482, Validation Accuracy: 0.5298, Loss: 1.2919
Epoch   1 Batch  318/1077 - Train Accuracy: 0.4641, Validation Accuracy: 0.5245, Loss: 1.2063
Epoch   1 Batch  319/1077 - Train Accuracy: 0.4719, Validation Accuracy: 0.5252, Loss: 1.1972
Epoch   1 Batch  320/1077 - Train Accuracy: 0.4883, Validation Accuracy: 0.5252, Loss: 1.2190
Epoch   1 Batch  321/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5231, Loss: 1.1662
Epoch   1 Batch  322/1077 - Train Accuracy: 0.4862, Validation Accuracy: 0.5273, Loss: 1.1415
Epoch   1 Batch  323/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5284, Loss: 1.1260
Epoch   1 Batch  324/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5259, Loss: 1.2018
Epoch   1 Batch  325/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5295, Loss: 1.1010
Epoch   1 Batch  326/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5263, Loss: 1.1102
Epoch   1 Batch  327/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5330, Loss: 1.2013
Epoch   1 Batch  328/1077 - Train Accuracy: 0.5067, Validation Accuracy: 0.5295, Loss: 1.1715
Epoch   1 Batch  329/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5277, Loss: 1.2334
Epoch   1 Batch  330/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.5295, Loss: 1.1997
Epoch   1 Batch  331/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5281, Loss: 1.1763
Epoch   1 Batch  332/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5288, Loss: 1.0867
Epoch   1 Batch  333/1077 - Train Accuracy: 0.4708, Validation Accuracy: 0.5252, Loss: 1.2329
Epoch   1 Batch  334/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5252, Loss: 1.1955
Epoch   1 Batch  335/1077 - Train Accuracy: 0.5368, Validation Accuracy: 0.5298, Loss: 1.0742
Epoch   1 Batch  336/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5302, Loss: 1.1767
Epoch   1 Batch  337/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5266, Loss: 1.1920
Epoch   1 Batch  338/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5217, Loss: 1.1832
Epoch   1 Batch  339/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5202, Loss: 1.1304
Epoch   1 Batch  340/1077 - Train Accuracy: 0.4412, Validation Accuracy: 0.5259, Loss: 1.2195
Epoch   1 Batch  341/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5234, Loss: 1.1947
Epoch   1 Batch  342/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5305, Loss: 1.1382
Epoch   1 Batch  343/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5252, Loss: 1.1793
Epoch   1 Batch  344/1077 - Train Accuracy: 0.4715, Validation Accuracy: 0.5252, Loss: 1.1831
Epoch   1 Batch  345/1077 - Train Accuracy: 0.4981, Validation Accuracy: 0.5227, Loss: 1.1358
Epoch   1 Batch  346/1077 - Train Accuracy: 0.4617, Validation Accuracy: 0.5256, Loss: 1.2098
Epoch   1 Batch  347/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5213, Loss: 1.1420
Epoch   1 Batch  348/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5277, Loss: 1.1071
Epoch   1 Batch  349/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5259, Loss: 1.1672
Epoch   1 Batch  350/1077 - Train Accuracy: 0.4484, Validation Accuracy: 0.5238, Loss: 1.2539
Epoch   1 Batch  351/1077 - Train Accuracy: 0.4289, Validation Accuracy: 0.5163, Loss: 1.2669
Epoch   1 Batch  352/1077 - Train Accuracy: 0.4227, Validation Accuracy: 0.5174, Loss: 1.2462
Epoch   1 Batch  353/1077 - Train Accuracy: 0.4741, Validation Accuracy: 0.5259, Loss: 1.2672
Epoch   1 Batch  354/1077 - Train Accuracy: 0.4832, Validation Accuracy: 0.5217, Loss: 1.1977
Epoch   1 Batch  355/1077 - Train Accuracy: 0.4847, Validation Accuracy: 0.5195, Loss: 1.1864
Epoch   1 Batch  356/1077 - Train Accuracy: 0.4773, Validation Accuracy: 0.5213, Loss: 1.1732
Epoch   1 Batch  357/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5252, Loss: 1.0982
Epoch   1 Batch  358/1077 - Train Accuracy: 0.4581, Validation Accuracy: 0.5245, Loss: 1.2036
Epoch   1 Batch  359/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5327, Loss: 1.1469
Epoch   1 Batch  360/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5302, Loss: 1.1649
Epoch   1 Batch  361/1077 - Train Accuracy: 0.4799, Validation Accuracy: 0.5298, Loss: 1.1883
Epoch   1 Batch  362/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5302, Loss: 1.1665
Epoch   1 Batch  363/1077 - Train Accuracy: 0.4496, Validation Accuracy: 0.5341, Loss: 1.1947
Epoch   1 Batch  364/1077 - Train Accuracy: 0.4938, Validation Accuracy: 0.5359, Loss: 1.1948
Epoch   1 Batch  365/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5259, Loss: 1.1797
Epoch   1 Batch  366/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5277, Loss: 1.1486
Epoch   1 Batch  367/1077 - Train Accuracy: 0.5190, Validation Accuracy: 0.5263, Loss: 1.0749
Epoch   1 Batch  368/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5316, Loss: 1.1603
Epoch   1 Batch  369/1077 - Train Accuracy: 0.4668, Validation Accuracy: 0.5298, Loss: 1.1418
Epoch   1 Batch  370/1077 - Train Accuracy: 0.4743, Validation Accuracy: 0.5231, Loss: 1.1301
Epoch   1 Batch  371/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5234, Loss: 1.1346
Epoch   1 Batch  372/1077 - Train Accuracy: 0.4840, Validation Accuracy: 0.5245, Loss: 1.1080
Epoch   1 Batch  373/1077 - Train Accuracy: 0.5275, Validation Accuracy: 0.5312, Loss: 1.0766
Epoch   1 Batch  374/1077 - Train Accuracy: 0.4414, Validation Accuracy: 0.5316, Loss: 1.2281
Epoch   1 Batch  375/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5344, Loss: 1.0747
Epoch   1 Batch  376/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5284, Loss: 1.0977
Epoch   1 Batch  377/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5376, Loss: 1.1656
Epoch   1 Batch  378/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5355, Loss: 1.1336
Epoch   1 Batch  379/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5281, Loss: 1.1628
Epoch   1 Batch  380/1077 - Train Accuracy: 0.4734, Validation Accuracy: 0.5270, Loss: 1.1213
Epoch   1 Batch  381/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5234, Loss: 1.1781
Epoch   1 Batch  382/1077 - Train Accuracy: 0.4903, Validation Accuracy: 0.5185, Loss: 1.1825
Epoch   1 Batch  383/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5284, Loss: 1.0946
Epoch   1 Batch  384/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5316, Loss: 1.1505
Epoch   1 Batch  385/1077 - Train Accuracy: 0.4656, Validation Accuracy: 0.5312, Loss: 1.1802
Epoch   1 Batch  386/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5369, Loss: 1.1073
Epoch   1 Batch  387/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5320, Loss: 1.1043
Epoch   1 Batch  388/1077 - Train Accuracy: 0.4993, Validation Accuracy: 0.5337, Loss: 1.0914
Epoch   1 Batch  389/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5316, Loss: 1.1087
Epoch   1 Batch  390/1077 - Train Accuracy: 0.4699, Validation Accuracy: 0.5281, Loss: 1.1948
Epoch   1 Batch  391/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5256, Loss: 1.1082
Epoch   1 Batch  392/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5231, Loss: 1.1479
Epoch   1 Batch  393/1077 - Train Accuracy: 0.5193, Validation Accuracy: 0.5210, Loss: 1.0819
Epoch   1 Batch  394/1077 - Train Accuracy: 0.4602, Validation Accuracy: 0.5231, Loss: 1.1797
Epoch   1 Batch  395/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5234, Loss: 1.0800
Epoch   1 Batch  396/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5241, Loss: 1.1358
Epoch   1 Batch  397/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5245, Loss: 1.0791
Epoch   1 Batch  398/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5259, Loss: 1.1912
Epoch   1 Batch  399/1077 - Train Accuracy: 0.4317, Validation Accuracy: 0.5277, Loss: 1.2557
Epoch   1 Batch  400/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5281, Loss: 1.1663
Epoch   1 Batch  401/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5355, Loss: 1.1317
Epoch   1 Batch  402/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5284, Loss: 1.1179
Epoch   1 Batch  403/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5408, Loss: 1.1516
Epoch   1 Batch  404/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5487, Loss: 1.0609
Epoch   1 Batch  405/1077 - Train Accuracy: 0.4790, Validation Accuracy: 0.5515, Loss: 1.1785
Epoch   1 Batch  406/1077 - Train Accuracy: 0.5140, Validation Accuracy: 0.5433, Loss: 1.1431
Epoch   1 Batch  407/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5462, Loss: 1.1838
Epoch   1 Batch  408/1077 - Train Accuracy: 0.4898, Validation Accuracy: 0.5391, Loss: 1.1310
Epoch   1 Batch  409/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5408, Loss: 1.1446
Epoch   1 Batch  410/1077 - Train Accuracy: 0.4502, Validation Accuracy: 0.5433, Loss: 1.1711
Epoch   1 Batch  411/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5501, Loss: 1.1036
Epoch   1 Batch  412/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5526, Loss: 1.0984
Epoch   1 Batch  413/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5412, Loss: 1.1081
Epoch   1 Batch  414/1077 - Train Accuracy: 0.4586, Validation Accuracy: 0.5352, Loss: 1.1600
Epoch   1 Batch  415/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5305, Loss: 1.0843
Epoch   1 Batch  416/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5376, Loss: 1.1121
Epoch   1 Batch  417/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5359, Loss: 1.1495
Epoch   1 Batch  418/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5337, Loss: 1.1025
Epoch   1 Batch  419/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5327, Loss: 1.1398
Epoch   1 Batch  420/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5415, Loss: 1.1357
Epoch   1 Batch  421/1077 - Train Accuracy: 0.5043, Validation Accuracy: 0.5387, Loss: 1.1304
Epoch   1 Batch  422/1077 - Train Accuracy: 0.4940, Validation Accuracy: 0.5337, Loss: 1.0856
Epoch   1 Batch  423/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5320, Loss: 1.1457
Epoch   1 Batch  424/1077 - Train Accuracy: 0.4637, Validation Accuracy: 0.5263, Loss: 1.1506
Epoch   1 Batch  425/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5295, Loss: 1.0793
Epoch   1 Batch  426/1077 - Train Accuracy: 0.4883, Validation Accuracy: 0.5330, Loss: 1.1466
Epoch   1 Batch  427/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5412, Loss: 1.1298
Epoch   1 Batch  428/1077 - Train Accuracy: 0.5350, Validation Accuracy: 0.5415, Loss: 1.0689
Epoch   1 Batch  429/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5344, Loss: 1.1086
Epoch   1 Batch  430/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5327, Loss: 1.1133
Epoch   1 Batch  431/1077 - Train Accuracy: 0.4707, Validation Accuracy: 0.5327, Loss: 1.1411
Epoch   1 Batch  432/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5344, Loss: 1.1155
Epoch   1 Batch  433/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5344, Loss: 1.1317
Epoch   1 Batch  434/1077 - Train Accuracy: 0.4836, Validation Accuracy: 0.5341, Loss: 1.1142
Epoch   1 Batch  435/1077 - Train Accuracy: 0.4741, Validation Accuracy: 0.5366, Loss: 1.1895
Epoch   1 Batch  436/1077 - Train Accuracy: 0.5372, Validation Accuracy: 0.5408, Loss: 1.0638
Epoch   1 Batch  437/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5359, Loss: 1.1331
Epoch   1 Batch  438/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5327, Loss: 1.0850
Epoch   1 Batch  439/1077 - Train Accuracy: 0.4598, Validation Accuracy: 0.5309, Loss: 1.1394
Epoch   1 Batch  440/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5316, Loss: 1.1349
Epoch   1 Batch  441/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5298, Loss: 1.1233
Epoch   1 Batch  442/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5398, Loss: 1.0893
Epoch   1 Batch  443/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5391, Loss: 1.0610
Epoch   1 Batch  444/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5355, Loss: 1.1449
Epoch   1 Batch  445/1077 - Train Accuracy: 0.4827, Validation Accuracy: 0.5376, Loss: 1.1815
Epoch   1 Batch  446/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5408, Loss: 1.0123
Epoch   1 Batch  447/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5412, Loss: 1.1387
Epoch   1 Batch  448/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5391, Loss: 1.1393
Epoch   1 Batch  449/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5447, Loss: 1.1657
Epoch   1 Batch  450/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5465, Loss: 1.1091
Epoch   1 Batch  451/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5458, Loss: 1.0574
Epoch   1 Batch  452/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5511, Loss: 1.1007
Epoch   1 Batch  453/1077 - Train Accuracy: 0.5190, Validation Accuracy: 0.5447, Loss: 1.0832
Epoch   1 Batch  454/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.5352, Loss: 1.0886
Epoch   1 Batch  455/1077 - Train Accuracy: 0.5394, Validation Accuracy: 0.5401, Loss: 1.0245
Epoch   1 Batch  456/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5423, Loss: 1.1143
Epoch   1 Batch  457/1077 - Train Accuracy: 0.5100, Validation Accuracy: 0.5437, Loss: 1.0561
Epoch   1 Batch  458/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5433, Loss: 1.0914
Epoch   1 Batch  459/1077 - Train Accuracy: 0.5339, Validation Accuracy: 0.5366, Loss: 1.0496
Epoch   1 Batch  460/1077 - Train Accuracy: 0.4672, Validation Accuracy: 0.5401, Loss: 1.1253
Epoch   1 Batch  461/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5430, Loss: 1.1107
Epoch   1 Batch  462/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5447, Loss: 1.0790
Epoch   1 Batch  463/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5426, Loss: 1.1237
Epoch   1 Batch  464/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5391, Loss: 1.0509
Epoch   1 Batch  465/1077 - Train Accuracy: 0.4679, Validation Accuracy: 0.5430, Loss: 1.1809
Epoch   1 Batch  466/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5423, Loss: 1.0665
Epoch   1 Batch  467/1077 - Train Accuracy: 0.5759, Validation Accuracy: 0.5440, Loss: 1.0243
Epoch   1 Batch  468/1077 - Train Accuracy: 0.5231, Validation Accuracy: 0.5490, Loss: 1.1031
Epoch   1 Batch  469/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5476, Loss: 1.1211
Epoch   1 Batch  470/1077 - Train Accuracy: 0.4729, Validation Accuracy: 0.5451, Loss: 1.1381
Epoch   1 Batch  471/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5430, Loss: 1.0668
Epoch   1 Batch  472/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5447, Loss: 1.0910
Epoch   1 Batch  473/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5469, Loss: 1.1011
Epoch   1 Batch  474/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5469, Loss: 1.1104
Epoch   1 Batch  475/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5547, Loss: 1.0273
Epoch   1 Batch  476/1077 - Train Accuracy: 0.4778, Validation Accuracy: 0.5476, Loss: 1.1247
Epoch   1 Batch  477/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5462, Loss: 1.0259
Epoch   1 Batch  478/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5440, Loss: 1.1401
Epoch   1 Batch  479/1077 - Train Accuracy: 0.4969, Validation Accuracy: 0.5447, Loss: 1.1478
Epoch   1 Batch  480/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5472, Loss: 1.1224
Epoch   1 Batch  481/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5483, Loss: 1.0810
Epoch   1 Batch  482/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5515, Loss: 1.1612
Epoch   1 Batch  483/1077 - Train Accuracy: 0.4809, Validation Accuracy: 0.5476, Loss: 1.0968
Epoch   1 Batch  484/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5501, Loss: 1.0933
Epoch   1 Batch  485/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5476, Loss: 1.0680
Epoch   1 Batch  486/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5423, Loss: 1.1248
Epoch   1 Batch  487/1077 - Train Accuracy: 0.4860, Validation Accuracy: 0.5384, Loss: 1.1282
Epoch   1 Batch  488/1077 - Train Accuracy: 0.4622, Validation Accuracy: 0.5334, Loss: 1.1073
Epoch   1 Batch  489/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5302, Loss: 1.0395
Epoch   1 Batch  490/1077 - Train Accuracy: 0.4828, Validation Accuracy: 0.5273, Loss: 1.1090
Epoch   1 Batch  491/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5291, Loss: 1.0754
Epoch   1 Batch  492/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5391, Loss: 1.1115
Epoch   1 Batch  493/1077 - Train Accuracy: 0.5472, Validation Accuracy: 0.5430, Loss: 1.0359
Epoch   1 Batch  494/1077 - Train Accuracy: 0.5102, Validation Accuracy: 0.5359, Loss: 1.0421
Epoch   1 Batch  495/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5348, Loss: 1.0770
Epoch   1 Batch  496/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5337, Loss: 1.1269
Epoch   1 Batch  497/1077 - Train Accuracy: 0.4585, Validation Accuracy: 0.5366, Loss: 1.1666
Epoch   1 Batch  498/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5458, Loss: 1.0663
Epoch   1 Batch  499/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5376, Loss: 1.0111
Epoch   1 Batch  500/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5394, Loss: 1.0642
Epoch   1 Batch  501/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5394, Loss: 1.0818
Epoch   1 Batch  502/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5440, Loss: 1.0446
Epoch   1 Batch  503/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5408, Loss: 1.0572
Epoch   1 Batch  504/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5430, Loss: 1.0733
Epoch   1 Batch  505/1077 - Train Accuracy: 0.5428, Validation Accuracy: 0.5494, Loss: 0.9843
Epoch   1 Batch  506/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5494, Loss: 1.0591
Epoch   1 Batch  507/1077 - Train Accuracy: 0.4816, Validation Accuracy: 0.5465, Loss: 1.0631
Epoch   1 Batch  508/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5504, Loss: 1.0240
Epoch   1 Batch  509/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5529, Loss: 1.0615
Epoch   1 Batch  510/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5476, Loss: 1.0622
Epoch   1 Batch  511/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5483, Loss: 1.1044
Epoch   1 Batch  512/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5504, Loss: 1.0969
Epoch   1 Batch  513/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5533, Loss: 1.0767
Epoch   1 Batch  514/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5646, Loss: 1.0814
Epoch   1 Batch  515/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5689, Loss: 1.0932
Epoch   1 Batch  516/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5646, Loss: 0.9898
Epoch   1 Batch  517/1077 - Train Accuracy: 0.5554, Validation Accuracy: 0.5558, Loss: 1.0279
Epoch   1 Batch  518/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5536, Loss: 1.0206
Epoch   1 Batch  519/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5561, Loss: 1.0890
Epoch   1 Batch  520/1077 - Train Accuracy: 0.5476, Validation Accuracy: 0.5661, Loss: 1.0229
Epoch   1 Batch  521/1077 - Train Accuracy: 0.5339, Validation Accuracy: 0.5710, Loss: 1.0600
Epoch   1 Batch  522/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5728, Loss: 1.0871
Epoch   1 Batch  523/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5618, Loss: 1.0763
Epoch   1 Batch  524/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5575, Loss: 1.0844
Epoch   1 Batch  525/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5572, Loss: 1.0908
Epoch   1 Batch  526/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5621, Loss: 1.0994
Epoch   1 Batch  527/1077 - Train Accuracy: 0.5095, Validation Accuracy: 0.5657, Loss: 1.0995
Epoch   1 Batch  528/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5700, Loss: 1.0568
Epoch   1 Batch  529/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5643, Loss: 1.0454
Epoch   1 Batch  530/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5639, Loss: 1.0740
Epoch   1 Batch  531/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5550, Loss: 1.0501
Epoch   1 Batch  532/1077 - Train Accuracy: 0.4766, Validation Accuracy: 0.5547, Loss: 1.1038
Epoch   1 Batch  533/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5533, Loss: 1.0658
Epoch   1 Batch  534/1077 - Train Accuracy: 0.5253, Validation Accuracy: 0.5494, Loss: 1.0377
Epoch   1 Batch  535/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5511, Loss: 1.0427
Epoch   1 Batch  536/1077 - Train Accuracy: 0.5102, Validation Accuracy: 0.5547, Loss: 1.0609
Epoch   1 Batch  537/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5554, Loss: 1.0763
Epoch   1 Batch  538/1077 - Train Accuracy: 0.5640, Validation Accuracy: 0.5579, Loss: 0.9698
Epoch   1 Batch  539/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5568, Loss: 1.0633
Epoch   1 Batch  540/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5511, Loss: 1.0323
Epoch   1 Batch  541/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5433, Loss: 1.0936
Epoch   1 Batch  542/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5426, Loss: 1.0426
Epoch   1 Batch  543/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5419, Loss: 1.0570
Epoch   1 Batch  544/1077 - Train Accuracy: 0.5027, Validation Accuracy: 0.5455, Loss: 1.0660
Epoch   1 Batch  545/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5437, Loss: 1.1102
Epoch   1 Batch  546/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5483, Loss: 1.1188
Epoch   1 Batch  547/1077 - Train Accuracy: 0.5262, Validation Accuracy: 0.5412, Loss: 1.0516
Epoch   1 Batch  548/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5408, Loss: 1.0624
Epoch   1 Batch  549/1077 - Train Accuracy: 0.4754, Validation Accuracy: 0.5401, Loss: 1.1116
Epoch   1 Batch  550/1077 - Train Accuracy: 0.4852, Validation Accuracy: 0.5419, Loss: 1.0835
Epoch   1 Batch  551/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5522, Loss: 1.0746
Epoch   1 Batch  552/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5504, Loss: 1.0478
Epoch   1 Batch  553/1077 - Train Accuracy: 0.5406, Validation Accuracy: 0.5469, Loss: 1.0497
Epoch   1 Batch  554/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5522, Loss: 1.0605
Epoch   1 Batch  555/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5472, Loss: 1.0217
Epoch   1 Batch  556/1077 - Train Accuracy: 0.4887, Validation Accuracy: 0.5479, Loss: 1.0430
Epoch   1 Batch  557/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.5511, Loss: 1.0215
Epoch   1 Batch  558/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5494, Loss: 1.0155
Epoch   1 Batch  559/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5483, Loss: 1.0304
Epoch   1 Batch  560/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5462, Loss: 1.0237
Epoch   1 Batch  561/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5529, Loss: 1.0063
Epoch   1 Batch  562/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5632, Loss: 0.9729
Epoch   1 Batch  563/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5614, Loss: 1.0831
Epoch   1 Batch  564/1077 - Train Accuracy: 0.5292, Validation Accuracy: 0.5636, Loss: 1.0895
Epoch   1 Batch  565/1077 - Train Accuracy: 0.5376, Validation Accuracy: 0.5607, Loss: 1.0353
Epoch   1 Batch  566/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5522, Loss: 1.0294
Epoch   1 Batch  567/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5614, Loss: 1.0279
Epoch   1 Batch  568/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5600, Loss: 0.9828
Epoch   1 Batch  569/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5614, Loss: 1.0427
Epoch   1 Batch  570/1077 - Train Accuracy: 0.4951, Validation Accuracy: 0.5547, Loss: 1.0676
Epoch   1 Batch  571/1077 - Train Accuracy: 0.5525, Validation Accuracy: 0.5575, Loss: 0.9721
Epoch   1 Batch  572/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5632, Loss: 1.0012
Epoch   1 Batch  573/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5508, Loss: 1.0544
Epoch   1 Batch  574/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5550, Loss: 1.0749
Epoch   1 Batch  575/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5490, Loss: 1.0039
Epoch   1 Batch  576/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5565, Loss: 1.0860
Epoch   1 Batch  577/1077 - Train Accuracy: 0.5041, Validation Accuracy: 0.5657, Loss: 1.0925
Epoch   1 Batch  578/1077 - Train Accuracy: 0.4906, Validation Accuracy: 0.5689, Loss: 1.0687
Epoch   1 Batch  579/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5621, Loss: 1.0085
Epoch   1 Batch  580/1077 - Train Accuracy: 0.5439, Validation Accuracy: 0.5547, Loss: 0.9858
Epoch   1 Batch  581/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5579, Loss: 1.0221
Epoch   1 Batch  582/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5487, Loss: 1.0556
Epoch   1 Batch  583/1077 - Train Accuracy: 0.4675, Validation Accuracy: 0.5487, Loss: 1.0744
Epoch   1 Batch  584/1077 - Train Accuracy: 0.5048, Validation Accuracy: 0.5565, Loss: 1.0482
Epoch   1 Batch  585/1077 - Train Accuracy: 0.5618, Validation Accuracy: 0.5430, Loss: 0.9448
Epoch   1 Batch  586/1077 - Train Accuracy: 0.4774, Validation Accuracy: 0.5543, Loss: 1.1168
Epoch   1 Batch  587/1077 - Train Accuracy: 0.4985, Validation Accuracy: 0.5589, Loss: 1.0107
Epoch   1 Batch  588/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5522, Loss: 1.0234
Epoch   1 Batch  589/1077 - Train Accuracy: 0.4609, Validation Accuracy: 0.5384, Loss: 1.0811
Epoch   1 Batch  590/1077 - Train Accuracy: 0.4930, Validation Accuracy: 0.5412, Loss: 1.0719
Epoch   1 Batch  591/1077 - Train Accuracy: 0.5369, Validation Accuracy: 0.5451, Loss: 0.9657
Epoch   1 Batch  592/1077 - Train Accuracy: 0.5437, Validation Accuracy: 0.5593, Loss: 1.0264
Epoch   1 Batch  593/1077 - Train Accuracy: 0.5554, Validation Accuracy: 0.5600, Loss: 0.9735
Epoch   1 Batch  594/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5572, Loss: 1.0504
Epoch   1 Batch  595/1077 - Train Accuracy: 0.4863, Validation Accuracy: 0.5597, Loss: 1.0782
Epoch   1 Batch  596/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5597, Loss: 1.0566
Epoch   1 Batch  597/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5536, Loss: 1.0639
Epoch   1 Batch  598/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5558, Loss: 1.0259
Epoch   1 Batch  599/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5614, Loss: 1.0752
Epoch   1 Batch  600/1077 - Train Accuracy: 0.5353, Validation Accuracy: 0.5533, Loss: 0.9901
Epoch   1 Batch  601/1077 - Train Accuracy: 0.5439, Validation Accuracy: 0.5547, Loss: 0.9791
Epoch   1 Batch  602/1077 - Train Accuracy: 0.5352, Validation Accuracy: 0.5568, Loss: 1.0083
Epoch   1 Batch  603/1077 - Train Accuracy: 0.5257, Validation Accuracy: 0.5586, Loss: 1.0239
Epoch   1 Batch  604/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5575, Loss: 1.0739
Epoch   1 Batch  605/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5529, Loss: 1.0811
Epoch   1 Batch  606/1077 - Train Accuracy: 0.5376, Validation Accuracy: 0.5515, Loss: 0.9471
Epoch   1 Batch  607/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5504, Loss: 0.9440
Epoch   1 Batch  608/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5554, Loss: 1.0494
Epoch   1 Batch  609/1077 - Train Accuracy: 0.4762, Validation Accuracy: 0.5479, Loss: 1.0369
Epoch   1 Batch  610/1077 - Train Accuracy: 0.5021, Validation Accuracy: 0.5472, Loss: 1.0699
Epoch   1 Batch  611/1077 - Train Accuracy: 0.4742, Validation Accuracy: 0.5465, Loss: 1.0520
Epoch   1 Batch  612/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5405, Loss: 0.9631
Epoch   1 Batch  613/1077 - Train Accuracy: 0.5012, Validation Accuracy: 0.5426, Loss: 1.0572
Epoch   1 Batch  614/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5447, Loss: 0.9717
Epoch   1 Batch  615/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.5444, Loss: 0.9828
Epoch   1 Batch  616/1077 - Train Accuracy: 0.4502, Validation Accuracy: 0.5479, Loss: 1.0738
Epoch   1 Batch  617/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5504, Loss: 1.0159
Epoch   1 Batch  618/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5490, Loss: 1.0011
Epoch   1 Batch  619/1077 - Train Accuracy: 0.4572, Validation Accuracy: 0.5550, Loss: 1.0859
Epoch   1 Batch  620/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5607, Loss: 1.0207
Epoch   1 Batch  621/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5643, Loss: 1.0344
Epoch   1 Batch  622/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5611, Loss: 1.0434
Epoch   1 Batch  623/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5575, Loss: 1.0273
Epoch   1 Batch  624/1077 - Train Accuracy: 0.5476, Validation Accuracy: 0.5575, Loss: 0.9561
Epoch   1 Batch  625/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5526, Loss: 1.0073
Epoch   1 Batch  626/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5543, Loss: 0.9231
Epoch   1 Batch  627/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5572, Loss: 0.9943
Epoch   1 Batch  628/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5565, Loss: 1.0631
Epoch   1 Batch  629/1077 - Train Accuracy: 0.4947, Validation Accuracy: 0.5547, Loss: 1.0332
Epoch   1 Batch  630/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5558, Loss: 1.0049
Epoch   1 Batch  631/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5547, Loss: 1.0070
Epoch   1 Batch  632/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5604, Loss: 1.0041
Epoch   1 Batch  633/1077 - Train Accuracy: 0.5277, Validation Accuracy: 0.5582, Loss: 1.0159
Epoch   1 Batch  634/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5565, Loss: 0.9771
Epoch   1 Batch  635/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5568, Loss: 1.0746
Epoch   1 Batch  636/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.5593, Loss: 0.9771
Epoch   1 Batch  637/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5600, Loss: 1.0033
Epoch   1 Batch  638/1077 - Train Accuracy: 0.5089, Validation Accuracy: 0.5607, Loss: 0.9890
Epoch   1 Batch  639/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5646, Loss: 1.0017
Epoch   1 Batch  640/1077 - Train Accuracy: 0.5160, Validation Accuracy: 0.5643, Loss: 0.9734
Epoch   1 Batch  641/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5614, Loss: 1.0093
Epoch   1 Batch  642/1077 - Train Accuracy: 0.5443, Validation Accuracy: 0.5618, Loss: 0.9869
Epoch   1 Batch  643/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5625, Loss: 0.9647
Epoch   1 Batch  644/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5604, Loss: 0.9801
Epoch   1 Batch  645/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5604, Loss: 0.9916
Epoch   1 Batch  646/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5700, Loss: 1.0032
Epoch   1 Batch  647/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5643, Loss: 1.0054
Epoch   1 Batch  648/1077 - Train Accuracy: 0.5342, Validation Accuracy: 0.5636, Loss: 0.9713
Epoch   1 Batch  649/1077 - Train Accuracy: 0.4867, Validation Accuracy: 0.5689, Loss: 1.0561
Epoch   1 Batch  650/1077 - Train Accuracy: 0.5004, Validation Accuracy: 0.5561, Loss: 1.0120
Epoch   1 Batch  651/1077 - Train Accuracy: 0.5175, Validation Accuracy: 0.5572, Loss: 0.9786
Epoch   1 Batch  652/1077 - Train Accuracy: 0.4807, Validation Accuracy: 0.5611, Loss: 1.0774
Epoch   1 Batch  653/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5575, Loss: 0.9957
Epoch   1 Batch  654/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5487, Loss: 0.9640
Epoch   1 Batch  655/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5518, Loss: 1.0099
Epoch   1 Batch  656/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5607, Loss: 1.0080
Epoch   1 Batch  657/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5600, Loss: 1.0273
Epoch   1 Batch  658/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5593, Loss: 0.9590
Epoch   1 Batch  659/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5547, Loss: 0.9496
Epoch   1 Batch  660/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5526, Loss: 1.0239
Epoch   1 Batch  661/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5572, Loss: 0.9243
Epoch   1 Batch  662/1077 - Train Accuracy: 0.5167, Validation Accuracy: 0.5536, Loss: 0.9633
Epoch   1 Batch  663/1077 - Train Accuracy: 0.4949, Validation Accuracy: 0.5582, Loss: 0.9683
Epoch   1 Batch  664/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5593, Loss: 0.9678
Epoch   1 Batch  665/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5504, Loss: 0.9911
Epoch   1 Batch  666/1077 - Train Accuracy: 0.4815, Validation Accuracy: 0.5483, Loss: 1.0523
Epoch   1 Batch  667/1077 - Train Accuracy: 0.5136, Validation Accuracy: 0.5426, Loss: 1.0335
Epoch   1 Batch  668/1077 - Train Accuracy: 0.5342, Validation Accuracy: 0.5536, Loss: 0.9732
Epoch   1 Batch  669/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5558, Loss: 0.9822
Epoch   1 Batch  670/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5572, Loss: 0.9033
Epoch   1 Batch  671/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5554, Loss: 1.0547
Epoch   1 Batch  672/1077 - Train Accuracy: 0.5413, Validation Accuracy: 0.5536, Loss: 0.9564
Epoch   1 Batch  673/1077 - Train Accuracy: 0.5487, Validation Accuracy: 0.5643, Loss: 0.9759
Epoch   1 Batch  674/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5565, Loss: 0.9841
Epoch   1 Batch  675/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5593, Loss: 0.9858
Epoch   1 Batch  676/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5586, Loss: 1.0261
Epoch   1 Batch  677/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5568, Loss: 1.0432
Epoch   1 Batch  678/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5568, Loss: 0.9552
Epoch   1 Batch  679/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5522, Loss: 1.0307
Epoch   1 Batch  680/1077 - Train Accuracy: 0.5100, Validation Accuracy: 0.5554, Loss: 0.9686
Epoch   1 Batch  681/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5561, Loss: 1.0059
Epoch   1 Batch  682/1077 - Train Accuracy: 0.4945, Validation Accuracy: 0.5568, Loss: 0.9957
Epoch   1 Batch  683/1077 - Train Accuracy: 0.4895, Validation Accuracy: 0.5625, Loss: 0.9924
Epoch   1 Batch  684/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5593, Loss: 0.9748
Epoch   1 Batch  685/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5572, Loss: 1.0160
Epoch   1 Batch  686/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5511, Loss: 0.9320
Epoch   1 Batch  687/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5547, Loss: 1.0303
Epoch   1 Batch  688/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5508, Loss: 0.9484
Epoch   1 Batch  689/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5522, Loss: 0.9629
Epoch   1 Batch  690/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5568, Loss: 0.9747
Epoch   1 Batch  691/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5589, Loss: 1.0268
Epoch   1 Batch  692/1077 - Train Accuracy: 0.5450, Validation Accuracy: 0.5536, Loss: 0.9329
Epoch   1 Batch  693/1077 - Train Accuracy: 0.4708, Validation Accuracy: 0.5526, Loss: 1.0773
Epoch   1 Batch  694/1077 - Train Accuracy: 0.5186, Validation Accuracy: 0.5579, Loss: 0.9687
Epoch   1 Batch  695/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.5597, Loss: 0.9544
Epoch   1 Batch  696/1077 - Train Accuracy: 0.5090, Validation Accuracy: 0.5550, Loss: 1.0644
Epoch   1 Batch  697/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5575, Loss: 0.9714
Epoch   1 Batch  698/1077 - Train Accuracy: 0.5030, Validation Accuracy: 0.5547, Loss: 0.9674
Epoch   1 Batch  699/1077 - Train Accuracy: 0.4749, Validation Accuracy: 0.5579, Loss: 1.0210
Epoch   1 Batch  700/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5582, Loss: 0.9555
Epoch   1 Batch  701/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5586, Loss: 1.0314
Epoch   1 Batch  702/1077 - Train Accuracy: 0.5331, Validation Accuracy: 0.5621, Loss: 0.9832
Epoch   1 Batch  703/1077 - Train Accuracy: 0.4813, Validation Accuracy: 0.5547, Loss: 1.0171
Epoch   1 Batch  704/1077 - Train Accuracy: 0.5094, Validation Accuracy: 0.5568, Loss: 1.0152
Epoch   1 Batch  705/1077 - Train Accuracy: 0.5304, Validation Accuracy: 0.5568, Loss: 1.0388
Epoch   1 Batch  706/1077 - Train Accuracy: 0.5331, Validation Accuracy: 0.5604, Loss: 0.9598
Epoch   1 Batch  707/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.5561, Loss: 0.9830
Epoch   1 Batch  708/1077 - Train Accuracy: 0.5344, Validation Accuracy: 0.5561, Loss: 0.9743
Epoch   1 Batch  709/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5558, Loss: 1.0348
Epoch   1 Batch  710/1077 - Train Accuracy: 0.5031, Validation Accuracy: 0.5536, Loss: 0.9701
Epoch   1 Batch  711/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5579, Loss: 1.0428
Epoch   1 Batch  712/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5600, Loss: 0.9733
Epoch   1 Batch  713/1077 - Train Accuracy: 0.5650, Validation Accuracy: 0.5607, Loss: 0.8850
Epoch   1 Batch  714/1077 - Train Accuracy: 0.4851, Validation Accuracy: 0.5490, Loss: 1.0125
Epoch   1 Batch  715/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5540, Loss: 1.0407
Epoch   1 Batch  716/1077 - Train Accuracy: 0.5359, Validation Accuracy: 0.5476, Loss: 0.9515
Epoch   1 Batch  717/1077 - Train Accuracy: 0.4692, Validation Accuracy: 0.5298, Loss: 0.9782
Epoch   1 Batch  718/1077 - Train Accuracy: 0.4664, Validation Accuracy: 0.5337, Loss: 1.0262
Epoch   1 Batch  719/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5437, Loss: 0.9538
Epoch   1 Batch  720/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5668, Loss: 1.0395
Epoch   1 Batch  721/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5597, Loss: 1.0090
Epoch   1 Batch  722/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5618, Loss: 0.9938
Epoch   1 Batch  723/1077 - Train Accuracy: 0.5499, Validation Accuracy: 0.5586, Loss: 0.9556
Epoch   1 Batch  724/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5387, Loss: 1.0260
Epoch   1 Batch  725/1077 - Train Accuracy: 0.4900, Validation Accuracy: 0.5440, Loss: 0.9327
Epoch   1 Batch  726/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5529, Loss: 0.9659
Epoch   1 Batch  727/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5668, Loss: 0.9424
Epoch   1 Batch  728/1077 - Train Accuracy: 0.5045, Validation Accuracy: 0.5540, Loss: 0.9606
Epoch   1 Batch  729/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5646, Loss: 1.0193
Epoch   1 Batch  730/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5550, Loss: 0.9727
Epoch   1 Batch  731/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5664, Loss: 0.9836
Epoch   1 Batch  732/1077 - Train Accuracy: 0.4856, Validation Accuracy: 0.5611, Loss: 1.0587
Epoch   1 Batch  733/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5490, Loss: 0.9868
Epoch   1 Batch  734/1077 - Train Accuracy: 0.4951, Validation Accuracy: 0.5611, Loss: 1.0204
Epoch   1 Batch  735/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5614, Loss: 0.9867
Epoch   1 Batch  736/1077 - Train Accuracy: 0.5037, Validation Accuracy: 0.5657, Loss: 0.9625
Epoch   1 Batch  737/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5579, Loss: 0.9959
Epoch   1 Batch  738/1077 - Train Accuracy: 0.5798, Validation Accuracy: 0.5533, Loss: 0.8326
Epoch   1 Batch  739/1077 - Train Accuracy: 0.5094, Validation Accuracy: 0.5621, Loss: 0.9440
Epoch   1 Batch  740/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5653, Loss: 0.9535
Epoch   1 Batch  741/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5668, Loss: 0.9599
Epoch   1 Batch  742/1077 - Train Accuracy: 0.4684, Validation Accuracy: 0.5597, Loss: 0.9905
Epoch   1 Batch  743/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5572, Loss: 0.9794
Epoch   1 Batch  744/1077 - Train Accuracy: 0.5528, Validation Accuracy: 0.5565, Loss: 0.9273
Epoch   1 Batch  745/1077 - Train Accuracy: 0.5285, Validation Accuracy: 0.5572, Loss: 0.9701
Epoch   1 Batch  746/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5586, Loss: 0.9380
Epoch   1 Batch  747/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5611, Loss: 0.9371
Epoch   1 Batch  748/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5607, Loss: 0.9603
Epoch   1 Batch  749/1077 - Train Accuracy: 0.5066, Validation Accuracy: 0.5586, Loss: 1.0017
Epoch   1 Batch  750/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5579, Loss: 0.9516
Epoch   1 Batch  751/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5554, Loss: 0.9542
Epoch   1 Batch  752/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5597, Loss: 0.8794
Epoch   1 Batch  753/1077 - Train Accuracy: 0.5441, Validation Accuracy: 0.5589, Loss: 0.9607
Epoch   1 Batch  754/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5643, Loss: 0.9682
Epoch   1 Batch  755/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5668, Loss: 0.9461
Epoch   1 Batch  756/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5582, Loss: 0.9220
Epoch   1 Batch  757/1077 - Train Accuracy: 0.4955, Validation Accuracy: 0.5565, Loss: 0.9769
Epoch   1 Batch  758/1077 - Train Accuracy: 0.5454, Validation Accuracy: 0.5526, Loss: 0.9128
Epoch   1 Batch  759/1077 - Train Accuracy: 0.5413, Validation Accuracy: 0.5607, Loss: 0.9009
Epoch   1 Batch  760/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5618, Loss: 0.9893
Epoch   1 Batch  761/1077 - Train Accuracy: 0.4918, Validation Accuracy: 0.5586, Loss: 0.9966
Epoch   1 Batch  762/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5561, Loss: 0.9351
Epoch   1 Batch  763/1077 - Train Accuracy: 0.5060, Validation Accuracy: 0.5550, Loss: 0.9218
Epoch   1 Batch  764/1077 - Train Accuracy: 0.4733, Validation Accuracy: 0.5547, Loss: 0.9906
Epoch   1 Batch  765/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5547, Loss: 0.9111
Epoch   1 Batch  766/1077 - Train Accuracy: 0.4934, Validation Accuracy: 0.5497, Loss: 0.9922
Epoch   1 Batch  767/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.5483, Loss: 0.9280
Epoch   1 Batch  768/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5483, Loss: 0.9615
Epoch   1 Batch  769/1077 - Train Accuracy: 0.5316, Validation Accuracy: 0.5455, Loss: 0.9898
Epoch   1 Batch  770/1077 - Train Accuracy: 0.5056, Validation Accuracy: 0.5511, Loss: 0.9275
Epoch   1 Batch  771/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5572, Loss: 0.9914
Epoch   1 Batch  772/1077 - Train Accuracy: 0.5249, Validation Accuracy: 0.5579, Loss: 0.9220
Epoch   1 Batch  773/1077 - Train Accuracy: 0.5180, Validation Accuracy: 0.5565, Loss: 0.9406
Epoch   1 Batch  774/1077 - Train Accuracy: 0.5062, Validation Accuracy: 0.5483, Loss: 0.9730
Epoch   1 Batch  775/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5501, Loss: 0.9510
Epoch   1 Batch  776/1077 - Train Accuracy: 0.4801, Validation Accuracy: 0.5572, Loss: 0.9645
Epoch   1 Batch  777/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5582, Loss: 0.9621
Epoch   1 Batch  778/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5579, Loss: 0.9198
Epoch   1 Batch  779/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5550, Loss: 0.9845
Epoch   1 Batch  780/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5558, Loss: 0.9911
Epoch   1 Batch  781/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5518, Loss: 0.8772
Epoch   1 Batch  782/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5554, Loss: 0.9149
Epoch   1 Batch  783/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5536, Loss: 0.9366
Epoch   1 Batch  784/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5515, Loss: 0.9649
Epoch   1 Batch  785/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5501, Loss: 0.9003
Epoch   1 Batch  786/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5529, Loss: 0.9849
Epoch   1 Batch  787/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5529, Loss: 0.8836
Epoch   1 Batch  788/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5611, Loss: 0.9238
Epoch   1 Batch  789/1077 - Train Accuracy: 0.4877, Validation Accuracy: 0.5646, Loss: 0.9867
Epoch   1 Batch  790/1077 - Train Accuracy: 0.4633, Validation Accuracy: 0.5600, Loss: 1.0079
Epoch   1 Batch  791/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5518, Loss: 0.9570
Epoch   1 Batch  792/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5575, Loss: 0.9870
Epoch   1 Batch  793/1077 - Train Accuracy: 0.5359, Validation Accuracy: 0.5550, Loss: 0.9269
Epoch   1 Batch  794/1077 - Train Accuracy: 0.4996, Validation Accuracy: 0.5561, Loss: 0.9325
Epoch   1 Batch  795/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5547, Loss: 0.9779
Epoch   1 Batch  796/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5543, Loss: 0.9849
Epoch   1 Batch  797/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5536, Loss: 0.9295
Epoch   1 Batch  798/1077 - Train Accuracy: 0.4680, Validation Accuracy: 0.5533, Loss: 0.9775
Epoch   1 Batch  799/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5497, Loss: 0.9947
Epoch   1 Batch  800/1077 - Train Accuracy: 0.4785, Validation Accuracy: 0.5487, Loss: 0.9575
Epoch   1 Batch  801/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5479, Loss: 0.9840
Epoch   1 Batch  802/1077 - Train Accuracy: 0.4907, Validation Accuracy: 0.5508, Loss: 0.9291
Epoch   1 Batch  803/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5597, Loss: 0.9472
Epoch   1 Batch  804/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5636, Loss: 0.9589
Epoch   1 Batch  805/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5597, Loss: 0.9492
Epoch   1 Batch  806/1077 - Train Accuracy: 0.5185, Validation Accuracy: 0.5629, Loss: 0.9493
Epoch   1 Batch  807/1077 - Train Accuracy: 0.4824, Validation Accuracy: 0.5550, Loss: 0.9419
Epoch   1 Batch  808/1077 - Train Accuracy: 0.5125, Validation Accuracy: 0.5547, Loss: 0.9626
Epoch   1 Batch  809/1077 - Train Accuracy: 0.4823, Validation Accuracy: 0.5543, Loss: 0.9938
Epoch   1 Batch  810/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5575, Loss: 0.8957
Epoch   1 Batch  811/1077 - Train Accuracy: 0.5357, Validation Accuracy: 0.5604, Loss: 0.8868
Epoch   1 Batch  812/1077 - Train Accuracy: 0.5152, Validation Accuracy: 0.5607, Loss: 0.9719
Epoch   1 Batch  813/1077 - Train Accuracy: 0.5112, Validation Accuracy: 0.5614, Loss: 0.9146
Epoch   1 Batch  814/1077 - Train Accuracy: 0.5285, Validation Accuracy: 0.5632, Loss: 0.9670
Epoch   1 Batch  815/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5593, Loss: 0.9153
Epoch   1 Batch  816/1077 - Train Accuracy: 0.5436, Validation Accuracy: 0.5607, Loss: 0.9545
Epoch   1 Batch  817/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5600, Loss: 1.0062
Epoch   1 Batch  818/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5621, Loss: 0.9639
Epoch   1 Batch  819/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5639, Loss: 0.9264
Epoch   1 Batch  820/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5600, Loss: 0.9539
Epoch   1 Batch  821/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5607, Loss: 0.9115
Epoch   1 Batch  822/1077 - Train Accuracy: 0.5254, Validation Accuracy: 0.5607, Loss: 0.9196
Epoch   1 Batch  823/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5597, Loss: 0.9513
Epoch   1 Batch  824/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5593, Loss: 0.8959
Epoch   1 Batch  825/1077 - Train Accuracy: 0.4926, Validation Accuracy: 0.5589, Loss: 0.9395
Epoch   1 Batch  826/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5565, Loss: 0.8725
Epoch   1 Batch  827/1077 - Train Accuracy: 0.4873, Validation Accuracy: 0.5572, Loss: 1.0352
Epoch   1 Batch  828/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5621, Loss: 0.9441
Epoch   1 Batch  829/1077 - Train Accuracy: 0.5035, Validation Accuracy: 0.5533, Loss: 0.9719
Epoch   1 Batch  830/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5629, Loss: 0.9179
Epoch   1 Batch  831/1077 - Train Accuracy: 0.4914, Validation Accuracy: 0.5568, Loss: 0.9693
Epoch   1 Batch  832/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5614, Loss: 0.9280
Epoch   1 Batch  833/1077 - Train Accuracy: 0.5109, Validation Accuracy: 0.5533, Loss: 0.9462
Epoch   1 Batch  834/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5575, Loss: 0.8821
Epoch   1 Batch  835/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5526, Loss: 0.9478
Epoch   1 Batch  836/1077 - Train Accuracy: 0.4696, Validation Accuracy: 0.5515, Loss: 0.9930
Epoch   1 Batch  837/1077 - Train Accuracy: 0.4875, Validation Accuracy: 0.5490, Loss: 0.9929
Epoch   1 Batch  838/1077 - Train Accuracy: 0.4977, Validation Accuracy: 0.5533, Loss: 0.9090
Epoch   1 Batch  839/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5529, Loss: 0.9123
Epoch   1 Batch  840/1077 - Train Accuracy: 0.4879, Validation Accuracy: 0.5547, Loss: 0.9176
Epoch   1 Batch  841/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.5497, Loss: 0.9151
Epoch   1 Batch  842/1077 - Train Accuracy: 0.4941, Validation Accuracy: 0.5522, Loss: 0.9162
Epoch   1 Batch  843/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5529, Loss: 0.8893
Epoch   1 Batch  844/1077 - Train Accuracy: 0.5201, Validation Accuracy: 0.5508, Loss: 0.9020
Epoch   1 Batch  845/1077 - Train Accuracy: 0.5090, Validation Accuracy: 0.5504, Loss: 0.9176
Epoch   1 Batch  846/1077 - Train Accuracy: 0.5203, Validation Accuracy: 0.5501, Loss: 0.9115
Epoch   1 Batch  847/1077 - Train Accuracy: 0.5352, Validation Accuracy: 0.5536, Loss: 0.9152
Epoch   1 Batch  848/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.5550, Loss: 0.9326
Epoch   1 Batch  849/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5547, Loss: 0.9103
Epoch   1 Batch  850/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5547, Loss: 0.9639
Epoch   1 Batch  851/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5526, Loss: 0.8732
Epoch   1 Batch  852/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5518, Loss: 0.9369
Epoch   1 Batch  853/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.5579, Loss: 0.8668
Epoch   1 Batch  854/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5526, Loss: 0.9250
Epoch   1 Batch  855/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5529, Loss: 0.9142
Epoch   1 Batch  856/1077 - Train Accuracy: 0.5098, Validation Accuracy: 0.5611, Loss: 0.9284
Epoch   1 Batch  857/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5607, Loss: 0.8965
Epoch   1 Batch  858/1077 - Train Accuracy: 0.5562, Validation Accuracy: 0.5533, Loss: 0.8839
Epoch   1 Batch  859/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5540, Loss: 0.9316
Epoch   1 Batch  860/1077 - Train Accuracy: 0.5126, Validation Accuracy: 0.5550, Loss: 0.9031
Epoch   1 Batch  861/1077 - Train Accuracy: 0.5184, Validation Accuracy: 0.5536, Loss: 0.9091
Epoch   1 Batch  862/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5597, Loss: 0.9097
Epoch   1 Batch  863/1077 - Train Accuracy: 0.5363, Validation Accuracy: 0.5618, Loss: 0.9041
Epoch   1 Batch  864/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5558, Loss: 0.9091
Epoch   1 Batch  865/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5543, Loss: 0.8374
Epoch   1 Batch  866/1077 - Train Accuracy: 0.5130, Validation Accuracy: 0.5550, Loss: 0.8964
Epoch   1 Batch  867/1077 - Train Accuracy: 0.4871, Validation Accuracy: 0.5515, Loss: 0.9690
Epoch   1 Batch  868/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5526, Loss: 0.9228
Epoch   1 Batch  869/1077 - Train Accuracy: 0.5039, Validation Accuracy: 0.5565, Loss: 0.9470
Epoch   1 Batch  870/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5589, Loss: 0.9991
Epoch   1 Batch  871/1077 - Train Accuracy: 0.4746, Validation Accuracy: 0.5621, Loss: 0.9241
Epoch   1 Batch  872/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5668, Loss: 0.8870
Epoch   1 Batch  873/1077 - Train Accuracy: 0.4859, Validation Accuracy: 0.5650, Loss: 0.9416
Epoch   1 Batch  874/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5689, Loss: 0.9334
Epoch   1 Batch  875/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5575, Loss: 0.9402
Epoch   1 Batch  876/1077 - Train Accuracy: 0.4797, Validation Accuracy: 0.5625, Loss: 0.9375
Epoch   1 Batch  877/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5568, Loss: 0.9127
Epoch   1 Batch  878/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5554, Loss: 0.8889
Epoch   1 Batch  879/1077 - Train Accuracy: 0.5348, Validation Accuracy: 0.5614, Loss: 0.8645
Epoch   1 Batch  880/1077 - Train Accuracy: 0.5355, Validation Accuracy: 0.5625, Loss: 0.8977
Epoch   1 Batch  881/1077 - Train Accuracy: 0.4730, Validation Accuracy: 0.5685, Loss: 0.9615
Epoch   1 Batch  882/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5671, Loss: 0.9339
Epoch   1 Batch  883/1077 - Train Accuracy: 0.4581, Validation Accuracy: 0.5614, Loss: 1.0380
Epoch   1 Batch  884/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5621, Loss: 0.8992
Epoch   1 Batch  885/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5589, Loss: 0.8095
Epoch   1 Batch  886/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5568, Loss: 0.9353
Epoch   1 Batch  887/1077 - Train Accuracy: 0.4805, Validation Accuracy: 0.5547, Loss: 0.9635
Epoch   1 Batch  888/1077 - Train Accuracy: 0.5208, Validation Accuracy: 0.5561, Loss: 0.9514
Epoch   1 Batch  889/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5668, Loss: 0.9013
Epoch   1 Batch  890/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.5607, Loss: 0.8616
Epoch   1 Batch  891/1077 - Train Accuracy: 0.4725, Validation Accuracy: 0.5508, Loss: 0.9300
Epoch   1 Batch  892/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5387, Loss: 0.8871
Epoch   1 Batch  893/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5337, Loss: 0.9081
Epoch   1 Batch  894/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5518, Loss: 0.8671
Epoch   1 Batch  895/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5572, Loss: 0.8918
Epoch   1 Batch  896/1077 - Train Accuracy: 0.4688, Validation Accuracy: 0.5646, Loss: 0.9778
Epoch   1 Batch  897/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5632, Loss: 0.8299
Epoch   1 Batch  898/1077 - Train Accuracy: 0.5606, Validation Accuracy: 0.5632, Loss: 0.8646
Epoch   1 Batch  899/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5614, Loss: 0.9119
Epoch   1 Batch  900/1077 - Train Accuracy: 0.5051, Validation Accuracy: 0.5479, Loss: 0.9510
Epoch   1 Batch  901/1077 - Train Accuracy: 0.5078, Validation Accuracy: 0.5398, Loss: 0.9200
Epoch   1 Batch  902/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5632, Loss: 0.8894
Epoch   1 Batch  903/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.5653, Loss: 0.8825
Epoch   1 Batch  904/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5700, Loss: 0.9330
Epoch   1 Batch  905/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.5692, Loss: 0.8837
Epoch   1 Batch  906/1077 - Train Accuracy: 0.4953, Validation Accuracy: 0.5653, Loss: 0.9062
Epoch   1 Batch  907/1077 - Train Accuracy: 0.5129, Validation Accuracy: 0.5639, Loss: 0.8971
Epoch   1 Batch  908/1077 - Train Accuracy: 0.4922, Validation Accuracy: 0.5657, Loss: 0.9241
Epoch   1 Batch  909/1077 - Train Accuracy: 0.5113, Validation Accuracy: 0.5639, Loss: 0.8913
Epoch   1 Batch  910/1077 - Train Accuracy: 0.5212, Validation Accuracy: 0.5597, Loss: 0.8965
Epoch   1 Batch  911/1077 - Train Accuracy: 0.5550, Validation Accuracy: 0.5593, Loss: 0.8301
Epoch   1 Batch  912/1077 - Train Accuracy: 0.5000, Validation Accuracy: 0.5586, Loss: 0.9321
Epoch   1 Batch  913/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5597, Loss: 0.9314
Epoch   1 Batch  914/1077 - Train Accuracy: 0.6175, Validation Accuracy: 0.5689, Loss: 0.7788
Epoch   1 Batch  915/1077 - Train Accuracy: 0.4663, Validation Accuracy: 0.5671, Loss: 0.9688
Epoch   1 Batch  916/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5678, Loss: 0.9294
Epoch   1 Batch  917/1077 - Train Accuracy: 0.4902, Validation Accuracy: 0.5685, Loss: 0.9481
Epoch   1 Batch  918/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.5604, Loss: 0.8412
Epoch   1 Batch  919/1077 - Train Accuracy: 0.5333, Validation Accuracy: 0.5565, Loss: 0.8923
Epoch   1 Batch  920/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5600, Loss: 0.9131
Epoch   1 Batch  921/1077 - Train Accuracy: 0.4781, Validation Accuracy: 0.5536, Loss: 0.9169
Epoch   1 Batch  922/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5540, Loss: 0.8912
Epoch   1 Batch  923/1077 - Train Accuracy: 0.4683, Validation Accuracy: 0.5565, Loss: 0.9537
Epoch   1 Batch  924/1077 - Train Accuracy: 0.5008, Validation Accuracy: 0.5586, Loss: 0.9677
Epoch   1 Batch  925/1077 - Train Accuracy: 0.5346, Validation Accuracy: 0.5597, Loss: 0.8801
Epoch   1 Batch  926/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.5593, Loss: 0.9283
Epoch   1 Batch  927/1077 - Train Accuracy: 0.4570, Validation Accuracy: 0.5593, Loss: 0.9357
Epoch   1 Batch  928/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5629, Loss: 0.8913
Epoch   1 Batch  929/1077 - Train Accuracy: 0.5027, Validation Accuracy: 0.5589, Loss: 0.9329
Epoch   1 Batch  930/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5618, Loss: 0.8930
Epoch   1 Batch  931/1077 - Train Accuracy: 0.5500, Validation Accuracy: 0.5625, Loss: 0.8717
Epoch   1 Batch  932/1077 - Train Accuracy: 0.4770, Validation Accuracy: 0.5604, Loss: 0.9220
Epoch   1 Batch  933/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.5625, Loss: 0.9067
Epoch   1 Batch  934/1077 - Train Accuracy: 0.4543, Validation Accuracy: 0.5597, Loss: 0.9226
Epoch   1 Batch  935/1077 - Train Accuracy: 0.5086, Validation Accuracy: 0.5625, Loss: 0.9162
Epoch   1 Batch  936/1077 - Train Accuracy: 0.5022, Validation Accuracy: 0.5561, Loss: 0.8799
Epoch   1 Batch  937/1077 - Train Accuracy: 0.5140, Validation Accuracy: 0.5547, Loss: 0.9445
Epoch   1 Batch  938/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.5582, Loss: 0.9109
Epoch   1 Batch  939/1077 - Train Accuracy: 0.5195, Validation Accuracy: 0.5607, Loss: 0.9082
Epoch   1 Batch  940/1077 - Train Accuracy: 0.4980, Validation Accuracy: 0.5607, Loss: 0.9110
Epoch   1 Batch  941/1077 - Train Accuracy: 0.5197, Validation Accuracy: 0.5586, Loss: 0.8340
Epoch   1 Batch  942/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5575, Loss: 0.9331
Epoch   1 Batch  943/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5547, Loss: 0.9085
Epoch   1 Batch  944/1077 - Train Accuracy: 0.5175, Validation Accuracy: 0.5533, Loss: 0.8788
Epoch   1 Batch  945/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5565, Loss: 0.8909
Epoch   1 Batch  946/1077 - Train Accuracy: 0.4889, Validation Accuracy: 0.5572, Loss: 0.9145
Epoch   1 Batch  947/1077 - Train Accuracy: 0.4967, Validation Accuracy: 0.5632, Loss: 0.9547
Epoch   1 Batch  948/1077 - Train Accuracy: 0.4984, Validation Accuracy: 0.5618, Loss: 0.8976
Epoch   1 Batch  949/1077 - Train Accuracy: 0.5774, Validation Accuracy: 0.5621, Loss: 0.8186
Epoch   1 Batch  950/1077 - Train Accuracy: 0.5089, Validation Accuracy: 0.5625, Loss: 0.8829
Epoch   1 Batch  951/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5639, Loss: 0.8703
Epoch   1 Batch  952/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5629, Loss: 0.8820
Epoch   1 Batch  953/1077 - Train Accuracy: 0.5144, Validation Accuracy: 0.5600, Loss: 0.9103
Epoch   1 Batch  954/1077 - Train Accuracy: 0.4820, Validation Accuracy: 0.5600, Loss: 0.9361
Epoch   1 Batch  955/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5636, Loss: 0.9056
Epoch   1 Batch  956/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5636, Loss: 0.8583
Epoch   1 Batch  957/1077 - Train Accuracy: 0.5569, Validation Accuracy: 0.5625, Loss: 0.8589
Epoch   1 Batch  958/1077 - Train Accuracy: 0.5070, Validation Accuracy: 0.5639, Loss: 0.8943
Epoch   1 Batch  959/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.5629, Loss: 0.8546
Epoch   1 Batch  960/1077 - Train Accuracy: 0.5618, Validation Accuracy: 0.5636, Loss: 0.8516
Epoch   1 Batch  961/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5621, Loss: 0.9233
Epoch   1 Batch  962/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5632, Loss: 0.8363
Epoch   1 Batch  963/1077 - Train Accuracy: 0.4844, Validation Accuracy: 0.5629, Loss: 1.0115
Epoch   1 Batch  964/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5582, Loss: 0.8615
Epoch   1 Batch  965/1077 - Train Accuracy: 0.4474, Validation Accuracy: 0.5547, Loss: 0.9559
Epoch   1 Batch  966/1077 - Train Accuracy: 0.5768, Validation Accuracy: 0.5575, Loss: 0.7895
Epoch   1 Batch  967/1077 - Train Accuracy: 0.5168, Validation Accuracy: 0.5600, Loss: 0.8489
Epoch   1 Batch  968/1077 - Train Accuracy: 0.4988, Validation Accuracy: 0.5597, Loss: 0.9232
Epoch   1 Batch  969/1077 - Train Accuracy: 0.5681, Validation Accuracy: 0.5533, Loss: 0.8811
Epoch   1 Batch  970/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5533, Loss: 0.9102
Epoch   1 Batch  971/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5568, Loss: 0.8591
Epoch   1 Batch  972/1077 - Train Accuracy: 0.4871, Validation Accuracy: 0.5611, Loss: 0.9025
Epoch   1 Batch  973/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5625, Loss: 0.8434
Epoch   1 Batch  974/1077 - Train Accuracy: 0.5012, Validation Accuracy: 0.5724, Loss: 0.8879
Epoch   1 Batch  975/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.5735, Loss: 0.8304
Epoch   1 Batch  976/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5710, Loss: 0.8800
Epoch   1 Batch  977/1077 - Train Accuracy: 0.5621, Validation Accuracy: 0.5742, Loss: 0.8367
Epoch   1 Batch  978/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5717, Loss: 0.8799
Epoch   1 Batch  979/1077 - Train Accuracy: 0.4745, Validation Accuracy: 0.5643, Loss: 0.9552
Epoch   1 Batch  980/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5550, Loss: 0.8761
Epoch   1 Batch  981/1077 - Train Accuracy: 0.5016, Validation Accuracy: 0.5568, Loss: 0.8753
Epoch   1 Batch  982/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5611, Loss: 0.8636
Epoch   1 Batch  983/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5657, Loss: 0.9159
Epoch   1 Batch  984/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5675, Loss: 0.9168
Epoch   1 Batch  985/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.5728, Loss: 0.8729
Epoch   1 Batch  986/1077 - Train Accuracy: 0.5320, Validation Accuracy: 0.5710, Loss: 0.8983
Epoch   1 Batch  987/1077 - Train Accuracy: 0.5435, Validation Accuracy: 0.5618, Loss: 0.8440
Epoch   1 Batch  988/1077 - Train Accuracy: 0.4891, Validation Accuracy: 0.5621, Loss: 0.9162
Epoch   1 Batch  989/1077 - Train Accuracy: 0.5211, Validation Accuracy: 0.5589, Loss: 0.9063
Epoch   1 Batch  990/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.5607, Loss: 0.9364
Epoch   1 Batch  991/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5646, Loss: 0.8959
Epoch   1 Batch  992/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5724, Loss: 0.8749
Epoch   1 Batch  993/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.5781, Loss: 0.8420
Epoch   1 Batch  994/1077 - Train Accuracy: 0.5199, Validation Accuracy: 0.5781, Loss: 0.8958
Epoch   1 Batch  995/1077 - Train Accuracy: 0.5662, Validation Accuracy: 0.5781, Loss: 0.8493
Epoch   1 Batch  996/1077 - Train Accuracy: 0.5227, Validation Accuracy: 0.5763, Loss: 0.8868
Epoch   1 Batch  997/1077 - Train Accuracy: 0.4864, Validation Accuracy: 0.5749, Loss: 0.9189
Epoch   1 Batch  998/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5788, Loss: 0.8646
Epoch   1 Batch  999/1077 - Train Accuracy: 0.5488, Validation Accuracy: 0.5739, Loss: 0.9006
Epoch   1 Batch 1000/1077 - Train Accuracy: 0.5673, Validation Accuracy: 0.5721, Loss: 0.8372
Epoch   1 Batch 1001/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5778, Loss: 0.8184
Epoch   1 Batch 1002/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.5799, Loss: 0.8749
Epoch   1 Batch 1003/1077 - Train Accuracy: 0.5584, Validation Accuracy: 0.5810, Loss: 0.9017
Epoch   1 Batch 1004/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5831, Loss: 0.8741
Epoch   1 Batch 1005/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5849, Loss: 0.8910
Epoch   1 Batch 1006/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5795, Loss: 0.8377
Epoch   1 Batch 1007/1077 - Train Accuracy: 0.5815, Validation Accuracy: 0.5771, Loss: 0.8156
Epoch   1 Batch 1008/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5774, Loss: 0.8888
Epoch   1 Batch 1009/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5803, Loss: 0.8384
Epoch   1 Batch 1010/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5767, Loss: 0.8962
Epoch   1 Batch 1011/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5781, Loss: 0.8925
Epoch   1 Batch 1012/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.5863, Loss: 0.8553
Epoch   1 Batch 1013/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.5888, Loss: 0.8203
Epoch   1 Batch 1014/1077 - Train Accuracy: 0.5223, Validation Accuracy: 0.5877, Loss: 0.9080
Epoch   1 Batch 1015/1077 - Train Accuracy: 0.5363, Validation Accuracy: 0.5866, Loss: 0.9133
Epoch   1 Batch 1016/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.5842, Loss: 0.8938
Epoch   1 Batch 1017/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5859, Loss: 0.8964
Epoch   1 Batch 1018/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.5817, Loss: 0.8187
Epoch   1 Batch 1019/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5771, Loss: 0.9211
Epoch   1 Batch 1020/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5710, Loss: 0.8531
Epoch   1 Batch 1021/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5629, Loss: 0.8395
Epoch   1 Batch 1022/1077 - Train Accuracy: 0.5685, Validation Accuracy: 0.5653, Loss: 0.8218
Epoch   1 Batch 1023/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5735, Loss: 0.8016
Epoch   1 Batch 1024/1077 - Train Accuracy: 0.5289, Validation Accuracy: 0.5682, Loss: 0.9152
Epoch   1 Batch 1025/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.5664, Loss: 0.8462
Epoch   1 Batch 1026/1077 - Train Accuracy: 0.5800, Validation Accuracy: 0.5788, Loss: 0.8069
Epoch   1 Batch 1027/1077 - Train Accuracy: 0.5023, Validation Accuracy: 0.5817, Loss: 0.8988
Epoch   1 Batch 1028/1077 - Train Accuracy: 0.5417, Validation Accuracy: 0.5831, Loss: 0.8583
Epoch   1 Batch 1029/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.5810, Loss: 0.8693
Epoch   1 Batch 1030/1077 - Train Accuracy: 0.5133, Validation Accuracy: 0.5763, Loss: 0.8925
Epoch   1 Batch 1031/1077 - Train Accuracy: 0.4910, Validation Accuracy: 0.5771, Loss: 0.9140
Epoch   1 Batch 1032/1077 - Train Accuracy: 0.5472, Validation Accuracy: 0.5756, Loss: 0.8557
Epoch   1 Batch 1033/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5749, Loss: 0.8205
Epoch   1 Batch 1034/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5728, Loss: 0.9166
Epoch   1 Batch 1035/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5714, Loss: 0.8069
Epoch   1 Batch 1036/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5714, Loss: 0.8544
Epoch   1 Batch 1037/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5678, Loss: 0.9020
Epoch   1 Batch 1038/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5692, Loss: 0.8843
Epoch   1 Batch 1039/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.5739, Loss: 0.8195
Epoch   1 Batch 1040/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.5842, Loss: 0.9019
Epoch   1 Batch 1041/1077 - Train Accuracy: 0.5141, Validation Accuracy: 0.5916, Loss: 0.9045
Epoch   1 Batch 1042/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5870, Loss: 0.8724
Epoch   1 Batch 1043/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5810, Loss: 0.9059
Epoch   1 Batch 1044/1077 - Train Accuracy: 0.5730, Validation Accuracy: 0.5849, Loss: 0.8822
Epoch   1 Batch 1045/1077 - Train Accuracy: 0.5148, Validation Accuracy: 0.5849, Loss: 0.8985
Epoch   1 Batch 1046/1077 - Train Accuracy: 0.5449, Validation Accuracy: 0.5831, Loss: 0.8268
Epoch   1 Batch 1047/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5849, Loss: 0.8684
Epoch   1 Batch 1048/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.5810, Loss: 0.8799
Epoch   1 Batch 1049/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5806, Loss: 0.8823
Epoch   1 Batch 1050/1077 - Train Accuracy: 0.4848, Validation Accuracy: 0.5902, Loss: 0.9055
Epoch   1 Batch 1051/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.5888, Loss: 0.8371
Epoch   1 Batch 1052/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.5902, Loss: 0.8123
Epoch   1 Batch 1053/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.5891, Loss: 0.8312
Epoch   1 Batch 1054/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5913, Loss: 0.9017
Epoch   1 Batch 1055/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.5902, Loss: 0.8808
Epoch   1 Batch 1056/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.5859, Loss: 0.8633
Epoch   1 Batch 1057/1077 - Train Accuracy: 0.5428, Validation Accuracy: 0.5913, Loss: 0.9280
Epoch   1 Batch 1058/1077 - Train Accuracy: 0.5177, Validation Accuracy: 0.5774, Loss: 0.9380
Epoch   1 Batch 1059/1077 - Train Accuracy: 0.4893, Validation Accuracy: 0.5575, Loss: 0.9322
Epoch   1 Batch 1060/1077 - Train Accuracy: 0.5020, Validation Accuracy: 0.5511, Loss: 0.8562
Epoch   1 Batch 1061/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.5771, Loss: 0.9138
Epoch   1 Batch 1062/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5870, Loss: 0.8774
Epoch   1 Batch 1063/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5888, Loss: 0.8654
Epoch   1 Batch 1064/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5916, Loss: 0.8726
Epoch   1 Batch 1065/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5916, Loss: 0.8428
Epoch   1 Batch 1066/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.5849, Loss: 0.8584
Epoch   1 Batch 1067/1077 - Train Accuracy: 0.5418, Validation Accuracy: 0.5657, Loss: 0.8623
Epoch   1 Batch 1068/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.5611, Loss: 0.8395
Epoch   1 Batch 1069/1077 - Train Accuracy: 0.5640, Validation Accuracy: 0.5629, Loss: 0.8154
Epoch   1 Batch 1070/1077 - Train Accuracy: 0.4957, Validation Accuracy: 0.5817, Loss: 0.8949
Epoch   1 Batch 1071/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.5803, Loss: 0.8655
Epoch   1 Batch 1072/1077 - Train Accuracy: 0.5588, Validation Accuracy: 0.5877, Loss: 0.8465
Epoch   1 Batch 1073/1077 - Train Accuracy: 0.5328, Validation Accuracy: 0.5874, Loss: 0.8633
Epoch   1 Batch 1074/1077 - Train Accuracy: 0.5558, Validation Accuracy: 0.5898, Loss: 0.8683
Epoch   1 Batch 1075/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5898, Loss: 0.9043
Epoch   2 Batch    1/1077 - Train Accuracy: 0.5117, Validation Accuracy: 0.5742, Loss: 0.8534
Epoch   2 Batch    2/1077 - Train Accuracy: 0.5049, Validation Accuracy: 0.5792, Loss: 0.8872
Epoch   2 Batch    3/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5781, Loss: 0.8523
Epoch   2 Batch    4/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5785, Loss: 0.8574
Epoch   2 Batch    5/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5831, Loss: 0.8850
Epoch   2 Batch    6/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5852, Loss: 0.8623
Epoch   2 Batch    7/1077 - Train Accuracy: 0.5059, Validation Accuracy: 0.5891, Loss: 0.8503
Epoch   2 Batch    8/1077 - Train Accuracy: 0.5500, Validation Accuracy: 0.5884, Loss: 0.8468
Epoch   2 Batch    9/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5863, Loss: 0.8253
Epoch   2 Batch   10/1077 - Train Accuracy: 0.5210, Validation Accuracy: 0.5842, Loss: 0.8944
Epoch   2 Batch   11/1077 - Train Accuracy: 0.5171, Validation Accuracy: 0.5870, Loss: 0.8435
Epoch   2 Batch   12/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.5863, Loss: 0.8960
Epoch   2 Batch   13/1077 - Train Accuracy: 0.5647, Validation Accuracy: 0.5806, Loss: 0.8455
Epoch   2 Batch   14/1077 - Train Accuracy: 0.5525, Validation Accuracy: 0.5831, Loss: 0.7935
Epoch   2 Batch   15/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5891, Loss: 0.8332
Epoch   2 Batch   16/1077 - Train Accuracy: 0.5375, Validation Accuracy: 0.5945, Loss: 0.8503
Epoch   2 Batch   17/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5859, Loss: 0.8254
Epoch   2 Batch   18/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.5771, Loss: 0.8649
Epoch   2 Batch   19/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5774, Loss: 0.8441
Epoch   2 Batch   20/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5721, Loss: 0.8086
Epoch   2 Batch   21/1077 - Train Accuracy: 0.4965, Validation Accuracy: 0.5682, Loss: 0.8840
Epoch   2 Batch   22/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5675, Loss: 0.8645
Epoch   2 Batch   23/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.5799, Loss: 0.8635
Epoch   2 Batch   24/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.5813, Loss: 0.8466
Epoch   2 Batch   25/1077 - Train Accuracy: 0.5305, Validation Accuracy: 0.5838, Loss: 0.8359
Epoch   2 Batch   26/1077 - Train Accuracy: 0.5121, Validation Accuracy: 0.5866, Loss: 0.8761
Epoch   2 Batch   27/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.5881, Loss: 0.7767
Epoch   2 Batch   28/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.5902, Loss: 0.8126
Epoch   2 Batch   29/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5881, Loss: 0.8413
Epoch   2 Batch   30/1077 - Train Accuracy: 0.5309, Validation Accuracy: 0.5806, Loss: 0.8327
Epoch   2 Batch   31/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.5827, Loss: 0.8547
Epoch   2 Batch   32/1077 - Train Accuracy: 0.5804, Validation Accuracy: 0.5813, Loss: 0.7868
Epoch   2 Batch   33/1077 - Train Accuracy: 0.5454, Validation Accuracy: 0.5778, Loss: 0.7990
Epoch   2 Batch   34/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.5813, Loss: 0.8426
Epoch   2 Batch   35/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5824, Loss: 0.8388
Epoch   2 Batch   36/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.5778, Loss: 0.8313
Epoch   2 Batch   37/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5771, Loss: 0.8607
Epoch   2 Batch   38/1077 - Train Accuracy: 0.4942, Validation Accuracy: 0.5771, Loss: 0.9179
Epoch   2 Batch   39/1077 - Train Accuracy: 0.4973, Validation Accuracy: 0.5806, Loss: 0.8975
Epoch   2 Batch   40/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5824, Loss: 0.8561
Epoch   2 Batch   41/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.5756, Loss: 0.8383
Epoch   2 Batch   42/1077 - Train Accuracy: 0.5371, Validation Accuracy: 0.5739, Loss: 0.8539
Epoch   2 Batch   43/1077 - Train Accuracy: 0.5333, Validation Accuracy: 0.5724, Loss: 0.8390
Epoch   2 Batch   44/1077 - Train Accuracy: 0.4733, Validation Accuracy: 0.5735, Loss: 0.8776
Epoch   2 Batch   45/1077 - Train Accuracy: 0.5164, Validation Accuracy: 0.5749, Loss: 0.8562
Epoch   2 Batch   46/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5767, Loss: 0.8895
Epoch   2 Batch   47/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5781, Loss: 0.8368
Epoch   2 Batch   48/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5898, Loss: 0.8708
Epoch   2 Batch   49/1077 - Train Accuracy: 0.5290, Validation Accuracy: 0.5895, Loss: 0.8579
Epoch   2 Batch   50/1077 - Train Accuracy: 0.5082, Validation Accuracy: 0.5884, Loss: 0.8731
Epoch   2 Batch   51/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.5909, Loss: 0.8020
Epoch   2 Batch   52/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.5888, Loss: 0.8604
Epoch   2 Batch   53/1077 - Train Accuracy: 0.5646, Validation Accuracy: 0.5898, Loss: 0.8600
Epoch   2 Batch   54/1077 - Train Accuracy: 0.4992, Validation Accuracy: 0.5906, Loss: 0.9202
Epoch   2 Batch   55/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.5913, Loss: 0.8302
Epoch   2 Batch   56/1077 - Train Accuracy: 0.5324, Validation Accuracy: 0.5927, Loss: 0.8241
Epoch   2 Batch   57/1077 - Train Accuracy: 0.5799, Validation Accuracy: 0.5916, Loss: 0.7624
Epoch   2 Batch   58/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.5863, Loss: 0.8351
Epoch   2 Batch   59/1077 - Train Accuracy: 0.5378, Validation Accuracy: 0.5866, Loss: 0.8737
Epoch   2 Batch   60/1077 - Train Accuracy: 0.5573, Validation Accuracy: 0.5866, Loss: 0.8189
Epoch   2 Batch   61/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.5842, Loss: 0.8534
Epoch   2 Batch   62/1077 - Train Accuracy: 0.5436, Validation Accuracy: 0.5870, Loss: 0.8976
Epoch   2 Batch   63/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.5913, Loss: 0.8021
Epoch   2 Batch   64/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.5898, Loss: 0.8462
Epoch   2 Batch   65/1077 - Train Accuracy: 0.5218, Validation Accuracy: 0.5938, Loss: 0.8661
Epoch   2 Batch   66/1077 - Train Accuracy: 0.5219, Validation Accuracy: 0.5930, Loss: 0.8232
Epoch   2 Batch   67/1077 - Train Accuracy: 0.5882, Validation Accuracy: 0.5888, Loss: 0.8114
Epoch   2 Batch   68/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.5920, Loss: 0.8479
Epoch   2 Batch   69/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.5920, Loss: 0.8610
Epoch   2 Batch   70/1077 - Train Accuracy: 0.5337, Validation Accuracy: 0.5966, Loss: 0.8695
Epoch   2 Batch   71/1077 - Train Accuracy: 0.5496, Validation Accuracy: 0.5927, Loss: 0.8236
Epoch   2 Batch   72/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.5945, Loss: 0.8422
Epoch   2 Batch   73/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5948, Loss: 0.8557
Epoch   2 Batch   74/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5980, Loss: 0.7741
Epoch   2 Batch   75/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.5977, Loss: 0.8263
Epoch   2 Batch   76/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5987, Loss: 0.8046
Epoch   2 Batch   77/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5977, Loss: 0.8459
Epoch   2 Batch   78/1077 - Train Accuracy: 0.5156, Validation Accuracy: 0.5994, Loss: 0.8807
Epoch   2 Batch   79/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.5980, Loss: 0.8486
Epoch   2 Batch   80/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.5962, Loss: 0.8521
Epoch   2 Batch   81/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.5998, Loss: 0.8174
Epoch   2 Batch   82/1077 - Train Accuracy: 0.6257, Validation Accuracy: 0.6001, Loss: 0.7517
Epoch   2 Batch   83/1077 - Train Accuracy: 0.5366, Validation Accuracy: 0.5991, Loss: 0.8902
Epoch   2 Batch   84/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6001, Loss: 0.8371
Epoch   2 Batch   85/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.5994, Loss: 0.7960
Epoch   2 Batch   86/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6001, Loss: 0.8403
Epoch   2 Batch   87/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5952, Loss: 0.8774
Epoch   2 Batch   88/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.5977, Loss: 0.8511
Epoch   2 Batch   89/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.5952, Loss: 0.8402
Epoch   2 Batch   90/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5955, Loss: 0.8681
Epoch   2 Batch   91/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.5977, Loss: 0.7572
Epoch   2 Batch   92/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.5980, Loss: 0.8250
Epoch   2 Batch   93/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5966, Loss: 0.8591
Epoch   2 Batch   94/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.5955, Loss: 0.7865
Epoch   2 Batch   95/1077 - Train Accuracy: 0.5751, Validation Accuracy: 0.5959, Loss: 0.8489
Epoch   2 Batch   96/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.5898, Loss: 0.8157
Epoch   2 Batch   97/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.5898, Loss: 0.8237
Epoch   2 Batch   98/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.5895, Loss: 0.7896
Epoch   2 Batch   99/1077 - Train Accuracy: 0.5422, Validation Accuracy: 0.5845, Loss: 0.8592
Epoch   2 Batch  100/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5870, Loss: 0.8420
Epoch   2 Batch  101/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5895, Loss: 0.8232
Epoch   2 Batch  102/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.5913, Loss: 0.8006
Epoch   2 Batch  103/1077 - Train Accuracy: 0.5263, Validation Accuracy: 0.5909, Loss: 0.9151
Epoch   2 Batch  104/1077 - Train Accuracy: 0.4786, Validation Accuracy: 0.5930, Loss: 0.8815
Epoch   2 Batch  105/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5913, Loss: 0.8283
Epoch   2 Batch  106/1077 - Train Accuracy: 0.5304, Validation Accuracy: 0.5898, Loss: 0.8987
Epoch   2 Batch  107/1077 - Train Accuracy: 0.5417, Validation Accuracy: 0.5934, Loss: 0.7962
Epoch   2 Batch  108/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.5945, Loss: 0.7447
Epoch   2 Batch  109/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.5952, Loss: 0.8249
Epoch   2 Batch  110/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5955, Loss: 0.7964
Epoch   2 Batch  111/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5955, Loss: 0.8342
Epoch   2 Batch  112/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6019, Loss: 0.8256
Epoch   2 Batch  113/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.6033, Loss: 0.8488
Epoch   2 Batch  114/1077 - Train Accuracy: 0.5725, Validation Accuracy: 0.6048, Loss: 0.7805
Epoch   2 Batch  115/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6040, Loss: 0.8583
Epoch   2 Batch  116/1077 - Train Accuracy: 0.5172, Validation Accuracy: 0.6019, Loss: 0.8690
Epoch   2 Batch  117/1077 - Train Accuracy: 0.5105, Validation Accuracy: 0.6019, Loss: 0.8670
Epoch   2 Batch  118/1077 - Train Accuracy: 0.5329, Validation Accuracy: 0.6005, Loss: 0.8793
Epoch   2 Batch  119/1077 - Train Accuracy: 0.5391, Validation Accuracy: 0.5966, Loss: 0.8221
Epoch   2 Batch  120/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.5966, Loss: 0.8435
Epoch   2 Batch  121/1077 - Train Accuracy: 0.5348, Validation Accuracy: 0.5934, Loss: 0.8109
Epoch   2 Batch  122/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5948, Loss: 0.8021
Epoch   2 Batch  123/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.5948, Loss: 0.7837
Epoch   2 Batch  124/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.5969, Loss: 0.8449
Epoch   2 Batch  125/1077 - Train Accuracy: 0.5577, Validation Accuracy: 0.6005, Loss: 0.8080
Epoch   2 Batch  126/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.6019, Loss: 0.7862
Epoch   2 Batch  127/1077 - Train Accuracy: 0.5383, Validation Accuracy: 0.6062, Loss: 0.8102
Epoch   2 Batch  128/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6023, Loss: 0.7857
Epoch   2 Batch  129/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.5955, Loss: 0.8123
Epoch   2 Batch  130/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.5955, Loss: 0.7789
Epoch   2 Batch  131/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5977, Loss: 0.8212
Epoch   2 Batch  132/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5980, Loss: 0.8560
Epoch   2 Batch  133/1077 - Train Accuracy: 0.5469, Validation Accuracy: 0.5980, Loss: 0.8347
Epoch   2 Batch  134/1077 - Train Accuracy: 0.5569, Validation Accuracy: 0.6009, Loss: 0.7822
Epoch   2 Batch  135/1077 - Train Accuracy: 0.5506, Validation Accuracy: 0.6012, Loss: 0.8549
Epoch   2 Batch  136/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5927, Loss: 0.8036
Epoch   2 Batch  137/1077 - Train Accuracy: 0.5751, Validation Accuracy: 0.5920, Loss: 0.7531
Epoch   2 Batch  138/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.5923, Loss: 0.8127
Epoch   2 Batch  139/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.5948, Loss: 0.8252
Epoch   2 Batch  140/1077 - Train Accuracy: 0.5074, Validation Accuracy: 0.5987, Loss: 0.8664
Epoch   2 Batch  141/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.5977, Loss: 0.8365
Epoch   2 Batch  142/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5955, Loss: 0.7864
Epoch   2 Batch  143/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6012, Loss: 0.8285
Epoch   2 Batch  144/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.5998, Loss: 0.8648
Epoch   2 Batch  145/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.5916, Loss: 0.8184
Epoch   2 Batch  146/1077 - Train Accuracy: 0.5692, Validation Accuracy: 0.5934, Loss: 0.8282
Epoch   2 Batch  147/1077 - Train Accuracy: 0.5297, Validation Accuracy: 0.5969, Loss: 0.8568
Epoch   2 Batch  148/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6033, Loss: 0.8142
Epoch   2 Batch  149/1077 - Train Accuracy: 0.5426, Validation Accuracy: 0.6023, Loss: 0.8378
Epoch   2 Batch  150/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6012, Loss: 0.7785
Epoch   2 Batch  151/1077 - Train Accuracy: 0.5904, Validation Accuracy: 0.6030, Loss: 0.7710
Epoch   2 Batch  152/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6044, Loss: 0.8297
Epoch   2 Batch  153/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6030, Loss: 0.8528
Epoch   2 Batch  154/1077 - Train Accuracy: 0.5522, Validation Accuracy: 0.6016, Loss: 0.8638
Epoch   2 Batch  155/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6005, Loss: 0.8275
Epoch   2 Batch  156/1077 - Train Accuracy: 0.5367, Validation Accuracy: 0.5984, Loss: 0.8144
Epoch   2 Batch  157/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.5959, Loss: 0.8087
Epoch   2 Batch  158/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.5973, Loss: 0.8259
Epoch   2 Batch  159/1077 - Train Accuracy: 0.5536, Validation Accuracy: 0.5980, Loss: 0.7661
Epoch   2 Batch  160/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.5994, Loss: 0.7978
Epoch   2 Batch  161/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6009, Loss: 0.8189
Epoch   2 Batch  162/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.5959, Loss: 0.8536
Epoch   2 Batch  163/1077 - Train Accuracy: 0.5238, Validation Accuracy: 0.5998, Loss: 0.8527
Epoch   2 Batch  164/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6001, Loss: 0.8308
Epoch   2 Batch  165/1077 - Train Accuracy: 0.5293, Validation Accuracy: 0.5991, Loss: 0.8117
Epoch   2 Batch  166/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.5994, Loss: 0.8051
Epoch   2 Batch  167/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5994, Loss: 0.8379
Epoch   2 Batch  168/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.5977, Loss: 0.8557
Epoch   2 Batch  169/1077 - Train Accuracy: 0.5725, Validation Accuracy: 0.6009, Loss: 0.7888
Epoch   2 Batch  170/1077 - Train Accuracy: 0.5246, Validation Accuracy: 0.6051, Loss: 0.8500
Epoch   2 Batch  171/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.6019, Loss: 0.7664
Epoch   2 Batch  172/1077 - Train Accuracy: 0.5662, Validation Accuracy: 0.6026, Loss: 0.7585
Epoch   2 Batch  173/1077 - Train Accuracy: 0.5288, Validation Accuracy: 0.5955, Loss: 0.8790
Epoch   2 Batch  174/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.5962, Loss: 0.8034
Epoch   2 Batch  175/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.5998, Loss: 0.7834
Epoch   2 Batch  176/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.5987, Loss: 0.8248
Epoch   2 Batch  177/1077 - Train Accuracy: 0.5502, Validation Accuracy: 0.6012, Loss: 0.8635
Epoch   2 Batch  178/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6019, Loss: 0.8042
Epoch   2 Batch  179/1077 - Train Accuracy: 0.5732, Validation Accuracy: 0.6080, Loss: 0.8441
Epoch   2 Batch  180/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6072, Loss: 0.8113
Epoch   2 Batch  181/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.6119, Loss: 0.8490
Epoch   2 Batch  182/1077 - Train Accuracy: 0.5755, Validation Accuracy: 0.6083, Loss: 0.8066
Epoch   2 Batch  183/1077 - Train Accuracy: 0.5410, Validation Accuracy: 0.6097, Loss: 0.8511
Epoch   2 Batch  184/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6097, Loss: 0.7966
Epoch   2 Batch  185/1077 - Train Accuracy: 0.5242, Validation Accuracy: 0.6097, Loss: 0.8313
Epoch   2 Batch  186/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6094, Loss: 0.8314
Epoch   2 Batch  187/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6087, Loss: 0.8110
Epoch   2 Batch  188/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6090, Loss: 0.8169
Epoch   2 Batch  189/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6094, Loss: 0.8143
Epoch   2 Batch  190/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6055, Loss: 0.7924
Epoch   2 Batch  191/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6104, Loss: 0.7406
Epoch   2 Batch  192/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6101, Loss: 0.8203
Epoch   2 Batch  193/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6033, Loss: 0.7858
Epoch   2 Batch  194/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6026, Loss: 0.7511
Epoch   2 Batch  195/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.5998, Loss: 0.8019
Epoch   2 Batch  196/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.5962, Loss: 0.7947
Epoch   2 Batch  197/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.5998, Loss: 0.7930
Epoch   2 Batch  198/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6009, Loss: 0.7489
Epoch   2 Batch  199/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6048, Loss: 0.7900
Epoch   2 Batch  200/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6044, Loss: 0.8206
Epoch   2 Batch  201/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6065, Loss: 0.7669
Epoch   2 Batch  202/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6016, Loss: 0.8017
Epoch   2 Batch  203/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6083, Loss: 0.7961
Epoch   2 Batch  204/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.6080, Loss: 0.8330
Epoch   2 Batch  205/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.5994, Loss: 0.8031
Epoch   2 Batch  206/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6005, Loss: 0.7945
Epoch   2 Batch  207/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.6051, Loss: 0.8235
Epoch   2 Batch  208/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6094, Loss: 0.7952
Epoch   2 Batch  209/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6090, Loss: 0.7505
Epoch   2 Batch  210/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.6090, Loss: 0.7990
Epoch   2 Batch  211/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6101, Loss: 0.8070
Epoch   2 Batch  212/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.6087, Loss: 0.7637
Epoch   2 Batch  213/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6069, Loss: 0.7541
Epoch   2 Batch  214/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6090, Loss: 0.7979
Epoch   2 Batch  215/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.6097, Loss: 0.8286
Epoch   2 Batch  216/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.6055, Loss: 0.8267
Epoch   2 Batch  217/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6037, Loss: 0.7805
Epoch   2 Batch  218/1077 - Train Accuracy: 0.5572, Validation Accuracy: 0.5991, Loss: 0.8687
Epoch   2 Batch  219/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.5884, Loss: 0.7908
Epoch   2 Batch  220/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6019, Loss: 0.8251
Epoch   2 Batch  221/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6108, Loss: 0.8267
Epoch   2 Batch  222/1077 - Train Accuracy: 0.5145, Validation Accuracy: 0.6055, Loss: 0.8550
Epoch   2 Batch  223/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.6033, Loss: 0.7588
Epoch   2 Batch  224/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.6051, Loss: 0.8119
Epoch   2 Batch  225/1077 - Train Accuracy: 0.5453, Validation Accuracy: 0.6033, Loss: 0.8106
Epoch   2 Batch  226/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6076, Loss: 0.7944
Epoch   2 Batch  227/1077 - Train Accuracy: 0.5191, Validation Accuracy: 0.6005, Loss: 0.8588
Epoch   2 Batch  228/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6076, Loss: 0.7821
Epoch   2 Batch  229/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6058, Loss: 0.7975
Epoch   2 Batch  230/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.6058, Loss: 0.7610
Epoch   2 Batch  231/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6058, Loss: 0.8046
Epoch   2 Batch  232/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6044, Loss: 0.8303
Epoch   2 Batch  233/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6037, Loss: 0.8428
Epoch   2 Batch  234/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.6023, Loss: 0.7864
Epoch   2 Batch  235/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.5991, Loss: 0.7434
Epoch   2 Batch  236/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.5952, Loss: 0.8155
Epoch   2 Batch  237/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6012, Loss: 0.7515
Epoch   2 Batch  238/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6005, Loss: 0.8131
Epoch   2 Batch  239/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.6072, Loss: 0.7488
Epoch   2 Batch  240/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6076, Loss: 0.7797
Epoch   2 Batch  241/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6065, Loss: 0.7426
Epoch   2 Batch  242/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6069, Loss: 0.7972
Epoch   2 Batch  243/1077 - Train Accuracy: 0.5055, Validation Accuracy: 0.6090, Loss: 0.8294
Epoch   2 Batch  244/1077 - Train Accuracy: 0.6065, Validation Accuracy: 0.6065, Loss: 0.7550
Epoch   2 Batch  245/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6030, Loss: 0.7564
Epoch   2 Batch  246/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.5966, Loss: 0.7939
Epoch   2 Batch  247/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.5998, Loss: 0.7540
Epoch   2 Batch  248/1077 - Train Accuracy: 0.5793, Validation Accuracy: 0.6012, Loss: 0.7722
Epoch   2 Batch  249/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6016, Loss: 0.7742
Epoch   2 Batch  250/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.6030, Loss: 0.7440
Epoch   2 Batch  251/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6030, Loss: 0.7790
Epoch   2 Batch  252/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6005, Loss: 0.7842
Epoch   2 Batch  253/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5987, Loss: 0.7727
Epoch   2 Batch  254/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.5973, Loss: 0.8028
Epoch   2 Batch  255/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.5934, Loss: 0.8042
Epoch   2 Batch  256/1077 - Train Accuracy: 0.4961, Validation Accuracy: 0.5913, Loss: 0.8345
Epoch   2 Batch  257/1077 - Train Accuracy: 0.5811, Validation Accuracy: 0.5938, Loss: 0.7678
Epoch   2 Batch  258/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.5973, Loss: 0.7679
Epoch   2 Batch  259/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.5994, Loss: 0.7989
Epoch   2 Batch  260/1077 - Train Accuracy: 0.5606, Validation Accuracy: 0.5984, Loss: 0.7530
Epoch   2 Batch  261/1077 - Train Accuracy: 0.5673, Validation Accuracy: 0.5998, Loss: 0.7665
Epoch   2 Batch  262/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6009, Loss: 0.7846
Epoch   2 Batch  263/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6026, Loss: 0.7663
Epoch   2 Batch  264/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.5977, Loss: 0.8045
Epoch   2 Batch  265/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.6005, Loss: 0.7915
Epoch   2 Batch  266/1077 - Train Accuracy: 0.5729, Validation Accuracy: 0.5980, Loss: 0.7561
Epoch   2 Batch  267/1077 - Train Accuracy: 0.5408, Validation Accuracy: 0.5977, Loss: 0.7433
Epoch   2 Batch  268/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.5987, Loss: 0.7945
Epoch   2 Batch  269/1077 - Train Accuracy: 0.5345, Validation Accuracy: 0.5955, Loss: 0.8480
Epoch   2 Batch  270/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6033, Loss: 0.8356
Epoch   2 Batch  271/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6044, Loss: 0.7768
Epoch   2 Batch  272/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6076, Loss: 0.8110
Epoch   2 Batch  273/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.5962, Loss: 0.7635
Epoch   2 Batch  274/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.5994, Loss: 0.7748
Epoch   2 Batch  275/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.5966, Loss: 0.7433
Epoch   2 Batch  276/1077 - Train Accuracy: 0.5437, Validation Accuracy: 0.6012, Loss: 0.8327
Epoch   2 Batch  277/1077 - Train Accuracy: 0.5588, Validation Accuracy: 0.6040, Loss: 0.7403
Epoch   2 Batch  278/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.5991, Loss: 0.8180
Epoch   2 Batch  279/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.6012, Loss: 0.8534
Epoch   2 Batch  280/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6026, Loss: 0.8044
Epoch   2 Batch  281/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5948, Loss: 0.8084
Epoch   2 Batch  282/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5962, Loss: 0.8413
Epoch   2 Batch  283/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5877, Loss: 0.8082
Epoch   2 Batch  284/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.5817, Loss: 0.8271
Epoch   2 Batch  285/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.5863, Loss: 0.7550
Epoch   2 Batch  286/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.5952, Loss: 0.7396
Epoch   2 Batch  287/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.5973, Loss: 0.7797
Epoch   2 Batch  288/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6005, Loss: 0.8184
Epoch   2 Batch  289/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6009, Loss: 0.7770
Epoch   2 Batch  290/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.5966, Loss: 0.8027
Epoch   2 Batch  291/1077 - Train Accuracy: 0.5644, Validation Accuracy: 0.5913, Loss: 0.7960
Epoch   2 Batch  292/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.5916, Loss: 0.7641
Epoch   2 Batch  293/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.5916, Loss: 0.8175
Epoch   2 Batch  294/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.5973, Loss: 0.7357
Epoch   2 Batch  295/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.5998, Loss: 0.8486
Epoch   2 Batch  296/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6012, Loss: 0.7381
Epoch   2 Batch  297/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.6037, Loss: 0.8298
Epoch   2 Batch  298/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6072, Loss: 0.8460
Epoch   2 Batch  299/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6040, Loss: 0.7539
Epoch   2 Batch  300/1077 - Train Accuracy: 0.5173, Validation Accuracy: 0.5987, Loss: 0.8104
Epoch   2 Batch  301/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5955, Loss: 0.7796
Epoch   2 Batch  302/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.5955, Loss: 0.7751
Epoch   2 Batch  303/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5959, Loss: 0.8111
Epoch   2 Batch  304/1077 - Train Accuracy: 0.5491, Validation Accuracy: 0.5984, Loss: 0.7400
Epoch   2 Batch  305/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6023, Loss: 0.7796
Epoch   2 Batch  306/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.6019, Loss: 0.7672
Epoch   2 Batch  307/1077 - Train Accuracy: 0.5603, Validation Accuracy: 0.5987, Loss: 0.7739
Epoch   2 Batch  308/1077 - Train Accuracy: 0.5332, Validation Accuracy: 0.6005, Loss: 0.8469
Epoch   2 Batch  309/1077 - Train Accuracy: 0.5919, Validation Accuracy: 0.6023, Loss: 0.7531
Epoch   2 Batch  310/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.6005, Loss: 0.8037
Epoch   2 Batch  311/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6009, Loss: 0.7480
Epoch   2 Batch  312/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6016, Loss: 0.8258
Epoch   2 Batch  313/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6016, Loss: 0.7772
Epoch   2 Batch  314/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6065, Loss: 0.7650
Epoch   2 Batch  315/1077 - Train Accuracy: 0.5815, Validation Accuracy: 0.6023, Loss: 0.7549
Epoch   2 Batch  316/1077 - Train Accuracy: 0.5580, Validation Accuracy: 0.5998, Loss: 0.7349
Epoch   2 Batch  317/1077 - Train Accuracy: 0.5802, Validation Accuracy: 0.6009, Loss: 0.8350
Epoch   2 Batch  318/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.6040, Loss: 0.7997
Epoch   2 Batch  319/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6012, Loss: 0.7796
Epoch   2 Batch  320/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6026, Loss: 0.7835
Epoch   2 Batch  321/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6040, Loss: 0.7738
Epoch   2 Batch  322/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6033, Loss: 0.7461
Epoch   2 Batch  323/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6090, Loss: 0.7721
Epoch   2 Batch  324/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6097, Loss: 0.7855
Epoch   2 Batch  325/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6094, Loss: 0.7377
Epoch   2 Batch  326/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6065, Loss: 0.7525
Epoch   2 Batch  327/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6062, Loss: 0.8018
Epoch   2 Batch  328/1077 - Train Accuracy: 0.5763, Validation Accuracy: 0.6048, Loss: 0.7739
Epoch   2 Batch  329/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.6058, Loss: 0.8103
Epoch   2 Batch  330/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6076, Loss: 0.7847
Epoch   2 Batch  331/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6083, Loss: 0.7923
Epoch   2 Batch  332/1077 - Train Accuracy: 0.5584, Validation Accuracy: 0.6101, Loss: 0.7130
Epoch   2 Batch  333/1077 - Train Accuracy: 0.5720, Validation Accuracy: 0.6094, Loss: 0.7951
Epoch   2 Batch  334/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6080, Loss: 0.7837
Epoch   2 Batch  335/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6062, Loss: 0.7281
Epoch   2 Batch  336/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6037, Loss: 0.7937
Epoch   2 Batch  337/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6037, Loss: 0.8118
Epoch   2 Batch  338/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6055, Loss: 0.8062
Epoch   2 Batch  339/1077 - Train Accuracy: 0.5754, Validation Accuracy: 0.6026, Loss: 0.7453
Epoch   2 Batch  340/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6033, Loss: 0.7824
Epoch   2 Batch  341/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6037, Loss: 0.8081
Epoch   2 Batch  342/1077 - Train Accuracy: 0.5755, Validation Accuracy: 0.6037, Loss: 0.7452
Epoch   2 Batch  343/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.6065, Loss: 0.7852
Epoch   2 Batch  344/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6072, Loss: 0.7799
Epoch   2 Batch  345/1077 - Train Accuracy: 0.5778, Validation Accuracy: 0.6030, Loss: 0.7566
Epoch   2 Batch  346/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.5980, Loss: 0.7798
Epoch   2 Batch  347/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.5973, Loss: 0.7379
Epoch   2 Batch  348/1077 - Train Accuracy: 0.5685, Validation Accuracy: 0.5945, Loss: 0.7441
Epoch   2 Batch  349/1077 - Train Accuracy: 0.5520, Validation Accuracy: 0.5945, Loss: 0.7801
Epoch   2 Batch  350/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5998, Loss: 0.8129
Epoch   2 Batch  351/1077 - Train Accuracy: 0.5321, Validation Accuracy: 0.6019, Loss: 0.8213
Epoch   2 Batch  352/1077 - Train Accuracy: 0.5457, Validation Accuracy: 0.6044, Loss: 0.7960
Epoch   2 Batch  353/1077 - Train Accuracy: 0.5514, Validation Accuracy: 0.6026, Loss: 0.8427
Epoch   2 Batch  354/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5987, Loss: 0.8053
Epoch   2 Batch  355/1077 - Train Accuracy: 0.5696, Validation Accuracy: 0.5991, Loss: 0.7797
Epoch   2 Batch  356/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.5991, Loss: 0.7798
Epoch   2 Batch  357/1077 - Train Accuracy: 0.5960, Validation Accuracy: 0.5991, Loss: 0.7336
Epoch   2 Batch  358/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6055, Loss: 0.8195
Epoch   2 Batch  359/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6094, Loss: 0.7738
Epoch   2 Batch  360/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6087, Loss: 0.7942
Epoch   2 Batch  361/1077 - Train Accuracy: 0.5958, Validation Accuracy: 0.6087, Loss: 0.7920
Epoch   2 Batch  362/1077 - Train Accuracy: 0.5967, Validation Accuracy: 0.6122, Loss: 0.7673
Epoch   2 Batch  363/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6048, Loss: 0.7956
Epoch   2 Batch  364/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6033, Loss: 0.7956
Epoch   2 Batch  365/1077 - Train Accuracy: 0.5312, Validation Accuracy: 0.6012, Loss: 0.7729
Epoch   2 Batch  366/1077 - Train Accuracy: 0.5594, Validation Accuracy: 0.6023, Loss: 0.7873
Epoch   2 Batch  367/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6083, Loss: 0.6975
Epoch   2 Batch  368/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6058, Loss: 0.7732
Epoch   2 Batch  369/1077 - Train Accuracy: 0.5508, Validation Accuracy: 0.6076, Loss: 0.7598
Epoch   2 Batch  370/1077 - Train Accuracy: 0.5688, Validation Accuracy: 0.6065, Loss: 0.7508
Epoch   2 Batch  371/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6040, Loss: 0.7582
Epoch   2 Batch  372/1077 - Train Accuracy: 0.5551, Validation Accuracy: 0.6048, Loss: 0.7444
Epoch   2 Batch  373/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6055, Loss: 0.7079
Epoch   2 Batch  374/1077 - Train Accuracy: 0.5207, Validation Accuracy: 0.6080, Loss: 0.8293
Epoch   2 Batch  375/1077 - Train Accuracy: 0.5913, Validation Accuracy: 0.6076, Loss: 0.7173
Epoch   2 Batch  376/1077 - Train Accuracy: 0.6076, Validation Accuracy: 0.6069, Loss: 0.7384
Epoch   2 Batch  377/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6033, Loss: 0.7757
Epoch   2 Batch  378/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.6030, Loss: 0.7391
Epoch   2 Batch  379/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6023, Loss: 0.7877
Epoch   2 Batch  380/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6009, Loss: 0.7454
Epoch   2 Batch  381/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6001, Loss: 0.7921
Epoch   2 Batch  382/1077 - Train Accuracy: 0.5599, Validation Accuracy: 0.6016, Loss: 0.7963
Epoch   2 Batch  383/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6033, Loss: 0.7449
Epoch   2 Batch  384/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6087, Loss: 0.7624
Epoch   2 Batch  385/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6112, Loss: 0.7963
Epoch   2 Batch  386/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.6119, Loss: 0.7571
Epoch   2 Batch  387/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6119, Loss: 0.7430
Epoch   2 Batch  388/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6108, Loss: 0.7510
Epoch   2 Batch  389/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6126, Loss: 0.7545
Epoch   2 Batch  390/1077 - Train Accuracy: 0.5230, Validation Accuracy: 0.6097, Loss: 0.8004
Epoch   2 Batch  391/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6122, Loss: 0.7463
Epoch   2 Batch  392/1077 - Train Accuracy: 0.5234, Validation Accuracy: 0.6083, Loss: 0.7567
Epoch   2 Batch  393/1077 - Train Accuracy: 0.5915, Validation Accuracy: 0.6023, Loss: 0.7198
Epoch   2 Batch  394/1077 - Train Accuracy: 0.5414, Validation Accuracy: 0.6026, Loss: 0.7935
Epoch   2 Batch  395/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6019, Loss: 0.7237
Epoch   2 Batch  396/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6126, Loss: 0.7789
Epoch   2 Batch  397/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.6115, Loss: 0.7539
Epoch   2 Batch  398/1077 - Train Accuracy: 0.5633, Validation Accuracy: 0.6112, Loss: 0.7963
Epoch   2 Batch  399/1077 - Train Accuracy: 0.5119, Validation Accuracy: 0.6101, Loss: 0.8394
Epoch   2 Batch  400/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6058, Loss: 0.7728
Epoch   2 Batch  401/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6019, Loss: 0.7611
Epoch   2 Batch  402/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6048, Loss: 0.7247
Epoch   2 Batch  403/1077 - Train Accuracy: 0.5414, Validation Accuracy: 0.5973, Loss: 0.7953
Epoch   2 Batch  404/1077 - Train Accuracy: 0.6034, Validation Accuracy: 0.5994, Loss: 0.7222
Epoch   2 Batch  405/1077 - Train Accuracy: 0.5493, Validation Accuracy: 0.6026, Loss: 0.8211
Epoch   2 Batch  406/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6033, Loss: 0.7580
Epoch   2 Batch  407/1077 - Train Accuracy: 0.5445, Validation Accuracy: 0.6083, Loss: 0.8053
Epoch   2 Batch  408/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6058, Loss: 0.7690
Epoch   2 Batch  409/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6055, Loss: 0.7726
Epoch   2 Batch  410/1077 - Train Accuracy: 0.5185, Validation Accuracy: 0.6009, Loss: 0.7959
Epoch   2 Batch  411/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6055, Loss: 0.7329
Epoch   2 Batch  412/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.6112, Loss: 0.7446
Epoch   2 Batch  413/1077 - Train Accuracy: 0.5574, Validation Accuracy: 0.6069, Loss: 0.7614
Epoch   2 Batch  414/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.6033, Loss: 0.7998
Epoch   2 Batch  415/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.5934, Loss: 0.7258
Epoch   2 Batch  416/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5959, Loss: 0.7596
Epoch   2 Batch  417/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.5994, Loss: 0.7845
Epoch   2 Batch  418/1077 - Train Accuracy: 0.5730, Validation Accuracy: 0.6037, Loss: 0.7493
Epoch   2 Batch  419/1077 - Train Accuracy: 0.5523, Validation Accuracy: 0.6016, Loss: 0.7831
Epoch   2 Batch  420/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6026, Loss: 0.7598
Epoch   2 Batch  421/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6062, Loss: 0.7790
Epoch   2 Batch  422/1077 - Train Accuracy: 0.5655, Validation Accuracy: 0.6083, Loss: 0.7324
Epoch   2 Batch  423/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6072, Loss: 0.7756
Epoch   2 Batch  424/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.6019, Loss: 0.7833
Epoch   2 Batch  425/1077 - Train Accuracy: 0.5967, Validation Accuracy: 0.5994, Loss: 0.7408
Epoch   2 Batch  426/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6009, Loss: 0.7868
Epoch   2 Batch  427/1077 - Train Accuracy: 0.5264, Validation Accuracy: 0.6012, Loss: 0.7664
Epoch   2 Batch  428/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6055, Loss: 0.7205
Epoch   2 Batch  429/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6037, Loss: 0.7406
Epoch   2 Batch  430/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6062, Loss: 0.7605
Epoch   2 Batch  431/1077 - Train Accuracy: 0.5336, Validation Accuracy: 0.6080, Loss: 0.7661
Epoch   2 Batch  432/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6072, Loss: 0.7590
Epoch   2 Batch  433/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6083, Loss: 0.7773
Epoch   2 Batch  434/1077 - Train Accuracy: 0.5512, Validation Accuracy: 0.6044, Loss: 0.7760
Epoch   2 Batch  435/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6026, Loss: 0.7991
Epoch   2 Batch  436/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.5998, Loss: 0.7352
Epoch   2 Batch  437/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.5991, Loss: 0.7792
Epoch   2 Batch  438/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6023, Loss: 0.7620
Epoch   2 Batch  439/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6019, Loss: 0.7751
Epoch   2 Batch  440/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.6030, Loss: 0.7796
Epoch   2 Batch  441/1077 - Train Accuracy: 0.5273, Validation Accuracy: 0.6016, Loss: 0.7595
Epoch   2 Batch  442/1077 - Train Accuracy: 0.5632, Validation Accuracy: 0.5994, Loss: 0.7407
Epoch   2 Batch  443/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.5849, Loss: 0.7322
Epoch   2 Batch  444/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.5948, Loss: 0.7751
Epoch   2 Batch  445/1077 - Train Accuracy: 0.5424, Validation Accuracy: 0.5984, Loss: 0.8029
Epoch   2 Batch  446/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6062, Loss: 0.6993
Epoch   2 Batch  447/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6058, Loss: 0.7716
Epoch   2 Batch  448/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.6048, Loss: 0.7748
Epoch   2 Batch  449/1077 - Train Accuracy: 0.5281, Validation Accuracy: 0.6055, Loss: 0.7994
Epoch   2 Batch  450/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6062, Loss: 0.7358
Epoch   2 Batch  451/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.6044, Loss: 0.7284
Epoch   2 Batch  452/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.5941, Loss: 0.7768
Epoch   2 Batch  453/1077 - Train Accuracy: 0.5956, Validation Accuracy: 0.5948, Loss: 0.7359
Epoch   2 Batch  454/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.5969, Loss: 0.7738
Epoch   2 Batch  455/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6044, Loss: 0.7138
Epoch   2 Batch  456/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6058, Loss: 0.7678
Epoch   2 Batch  457/1077 - Train Accuracy: 0.5729, Validation Accuracy: 0.6083, Loss: 0.7230
Epoch   2 Batch  458/1077 - Train Accuracy: 0.5480, Validation Accuracy: 0.6083, Loss: 0.7525
Epoch   2 Batch  459/1077 - Train Accuracy: 0.5833, Validation Accuracy: 0.6072, Loss: 0.7241
Epoch   2 Batch  460/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.6058, Loss: 0.7749
Epoch   2 Batch  461/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6019, Loss: 0.7600
Epoch   2 Batch  462/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.5955, Loss: 0.7526
Epoch   2 Batch  463/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.5991, Loss: 0.7820
Epoch   2 Batch  464/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6069, Loss: 0.7352
Epoch   2 Batch  465/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6037, Loss: 0.8203
Epoch   2 Batch  466/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6051, Loss: 0.7472
Epoch   2 Batch  467/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6055, Loss: 0.7227
Epoch   2 Batch  468/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6012, Loss: 0.7618
Epoch   2 Batch  469/1077 - Train Accuracy: 0.5465, Validation Accuracy: 0.5955, Loss: 0.7733
Epoch   2 Batch  470/1077 - Train Accuracy: 0.5189, Validation Accuracy: 0.5941, Loss: 0.7878
Epoch   2 Batch  471/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.5991, Loss: 0.7358
Epoch   2 Batch  472/1077 - Train Accuracy: 0.5510, Validation Accuracy: 0.5987, Loss: 0.7336
Epoch   2 Batch  473/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6040, Loss: 0.7754
Epoch   2 Batch  474/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6058, Loss: 0.7751
Epoch   2 Batch  475/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6058, Loss: 0.7291
Epoch   2 Batch  476/1077 - Train Accuracy: 0.5448, Validation Accuracy: 0.6051, Loss: 0.7630
Epoch   2 Batch  477/1077 - Train Accuracy: 0.6231, Validation Accuracy: 0.6040, Loss: 0.7176
Epoch   2 Batch  478/1077 - Train Accuracy: 0.5567, Validation Accuracy: 0.6037, Loss: 0.8024
Epoch   2 Batch  479/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6069, Loss: 0.7944
Epoch   2 Batch  480/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.6037, Loss: 0.7665
Epoch   2 Batch  481/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6023, Loss: 0.7660
Epoch   2 Batch  482/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6112, Loss: 0.8104
Epoch   2 Batch  483/1077 - Train Accuracy: 0.5176, Validation Accuracy: 0.6115, Loss: 0.7549
Epoch   2 Batch  484/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6126, Loss: 0.7495
Epoch   2 Batch  485/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6126, Loss: 0.7540
Epoch   2 Batch  486/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6080, Loss: 0.7696
Epoch   2 Batch  487/1077 - Train Accuracy: 0.5518, Validation Accuracy: 0.6136, Loss: 0.7787
Epoch   2 Batch  488/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6129, Loss: 0.7694
Epoch   2 Batch  489/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6158, Loss: 0.7184
Epoch   2 Batch  490/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.6104, Loss: 0.7612
Epoch   2 Batch  491/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7478
Epoch   2 Batch  492/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6065, Loss: 0.7818
Epoch   2 Batch  493/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6051, Loss: 0.7060
Epoch   2 Batch  494/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6069, Loss: 0.7244
Epoch   2 Batch  495/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6069, Loss: 0.7359
Epoch   2 Batch  496/1077 - Train Accuracy: 0.5477, Validation Accuracy: 0.6037, Loss: 0.7779
Epoch   2 Batch  497/1077 - Train Accuracy: 0.5210, Validation Accuracy: 0.6133, Loss: 0.8191
Epoch   2 Batch  498/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6108, Loss: 0.7361
Epoch   2 Batch  499/1077 - Train Accuracy: 0.5733, Validation Accuracy: 0.6119, Loss: 0.7139
Epoch   2 Batch  500/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6126, Loss: 0.7468
Epoch   2 Batch  501/1077 - Train Accuracy: 0.5574, Validation Accuracy: 0.6108, Loss: 0.7459
Epoch   2 Batch  502/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6076, Loss: 0.7327
Epoch   2 Batch  503/1077 - Train Accuracy: 0.5855, Validation Accuracy: 0.6094, Loss: 0.7566
Epoch   2 Batch  504/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6044, Loss: 0.7541
Epoch   2 Batch  505/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6083, Loss: 0.6790
Epoch   2 Batch  506/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.6076, Loss: 0.7462
Epoch   2 Batch  507/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6051, Loss: 0.7367
Epoch   2 Batch  508/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6051, Loss: 0.7137
Epoch   2 Batch  509/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.5984, Loss: 0.7629
Epoch   2 Batch  510/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6058, Loss: 0.7284
Epoch   2 Batch  511/1077 - Train Accuracy: 0.5761, Validation Accuracy: 0.6048, Loss: 0.7700
Epoch   2 Batch  512/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6108, Loss: 0.7531
Epoch   2 Batch  513/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6119, Loss: 0.7553
Epoch   2 Batch  514/1077 - Train Accuracy: 0.5504, Validation Accuracy: 0.6094, Loss: 0.7630
Epoch   2 Batch  515/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6083, Loss: 0.7820
Epoch   2 Batch  516/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6065, Loss: 0.6947
Epoch   2 Batch  517/1077 - Train Accuracy: 0.6120, Validation Accuracy: 0.6104, Loss: 0.7278
Epoch   2 Batch  518/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6101, Loss: 0.7254
Epoch   2 Batch  519/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6101, Loss: 0.7536
Epoch   2 Batch  520/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6083, Loss: 0.7074
Epoch   2 Batch  521/1077 - Train Accuracy: 0.5666, Validation Accuracy: 0.6126, Loss: 0.7366
Epoch   2 Batch  522/1077 - Train Accuracy: 0.5570, Validation Accuracy: 0.6090, Loss: 0.7774
Epoch   2 Batch  523/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6055, Loss: 0.7554
Epoch   2 Batch  524/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6126, Loss: 0.7664
Epoch   2 Batch  525/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6097, Loss: 0.7342
Epoch   2 Batch  526/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6090, Loss: 0.7465
Epoch   2 Batch  527/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6051, Loss: 0.7614
Epoch   2 Batch  528/1077 - Train Accuracy: 0.5883, Validation Accuracy: 0.6051, Loss: 0.7391
Epoch   2 Batch  529/1077 - Train Accuracy: 0.5641, Validation Accuracy: 0.5991, Loss: 0.7381
Epoch   2 Batch  530/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6058, Loss: 0.7538
Epoch   2 Batch  531/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6083, Loss: 0.7426
Epoch   2 Batch  532/1077 - Train Accuracy: 0.5180, Validation Accuracy: 0.6108, Loss: 0.7812
Epoch   2 Batch  533/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6097, Loss: 0.7620
Epoch   2 Batch  534/1077 - Train Accuracy: 0.5878, Validation Accuracy: 0.6072, Loss: 0.7292
Epoch   2 Batch  535/1077 - Train Accuracy: 0.5395, Validation Accuracy: 0.6080, Loss: 0.7392
Epoch   2 Batch  536/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6051, Loss: 0.7307
Epoch   2 Batch  537/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6026, Loss: 0.7479
Epoch   2 Batch  538/1077 - Train Accuracy: 0.6019, Validation Accuracy: 0.6026, Loss: 0.6807
Epoch   2 Batch  539/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6023, Loss: 0.7522
Epoch   2 Batch  540/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6016, Loss: 0.7048
Epoch   2 Batch  541/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.5923, Loss: 0.7607
Epoch   2 Batch  542/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.5945, Loss: 0.7329
Epoch   2 Batch  543/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6001, Loss: 0.7602
Epoch   2 Batch  544/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6087, Loss: 0.7448
Epoch   2 Batch  545/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6080, Loss: 0.7882
Epoch   2 Batch  546/1077 - Train Accuracy: 0.5250, Validation Accuracy: 0.6069, Loss: 0.7906
Epoch   2 Batch  547/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6065, Loss: 0.7345
Epoch   2 Batch  548/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6048, Loss: 0.7570
Epoch   2 Batch  549/1077 - Train Accuracy: 0.5434, Validation Accuracy: 0.6019, Loss: 0.7840
Epoch   2 Batch  550/1077 - Train Accuracy: 0.5492, Validation Accuracy: 0.6026, Loss: 0.7810
Epoch   2 Batch  551/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6094, Loss: 0.7563
Epoch   2 Batch  552/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6133, Loss: 0.7489
Epoch   2 Batch  553/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6140, Loss: 0.7417
Epoch   2 Batch  554/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6136, Loss: 0.7518
Epoch   2 Batch  555/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6136, Loss: 0.7294
Epoch   2 Batch  556/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6097, Loss: 0.7259
Epoch   2 Batch  557/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6101, Loss: 0.7390
Epoch   2 Batch  558/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6126, Loss: 0.7206
Epoch   2 Batch  559/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6072, Loss: 0.7277
Epoch   2 Batch  560/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6136, Loss: 0.7173
Epoch   2 Batch  561/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.6122, Loss: 0.7145
Epoch   2 Batch  562/1077 - Train Accuracy: 0.6042, Validation Accuracy: 0.6094, Loss: 0.6957
Epoch   2 Batch  563/1077 - Train Accuracy: 0.5461, Validation Accuracy: 0.6051, Loss: 0.7723
Epoch   2 Batch  564/1077 - Train Accuracy: 0.5888, Validation Accuracy: 0.6048, Loss: 0.7847
Epoch   2 Batch  565/1077 - Train Accuracy: 0.5800, Validation Accuracy: 0.5987, Loss: 0.7229
Epoch   2 Batch  566/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6048, Loss: 0.7533
Epoch   2 Batch  567/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6016, Loss: 0.7357
Epoch   2 Batch  568/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6072, Loss: 0.7167
Epoch   2 Batch  569/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6012, Loss: 0.7360
Epoch   2 Batch  570/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6044, Loss: 0.7578
Epoch   2 Batch  571/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6094, Loss: 0.6952
Epoch   2 Batch  572/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6062, Loss: 0.6937
Epoch   2 Batch  573/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6044, Loss: 0.7316
Epoch   2 Batch  574/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6012, Loss: 0.7613
Epoch   2 Batch  575/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6062, Loss: 0.7268
Epoch   2 Batch  576/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6083, Loss: 0.7598
Epoch   2 Batch  577/1077 - Train Accuracy: 0.5378, Validation Accuracy: 0.6044, Loss: 0.7737
Epoch   2 Batch  578/1077 - Train Accuracy: 0.5379, Validation Accuracy: 0.6009, Loss: 0.7619
Epoch   2 Batch  579/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6026, Loss: 0.7174
Epoch   2 Batch  580/1077 - Train Accuracy: 0.6045, Validation Accuracy: 0.6019, Loss: 0.6789
Epoch   2 Batch  581/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6065, Loss: 0.7210
Epoch   2 Batch  582/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6083, Loss: 0.7353
Epoch   2 Batch  583/1077 - Train Accuracy: 0.5424, Validation Accuracy: 0.6087, Loss: 0.7618
Epoch   2 Batch  584/1077 - Train Accuracy: 0.5722, Validation Accuracy: 0.6009, Loss: 0.7410
Epoch   2 Batch  585/1077 - Train Accuracy: 0.6075, Validation Accuracy: 0.5980, Loss: 0.6798
Epoch   2 Batch  586/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.5955, Loss: 0.7817
Epoch   2 Batch  587/1077 - Train Accuracy: 0.5357, Validation Accuracy: 0.5998, Loss: 0.6988
Epoch   2 Batch  588/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7423
Epoch   2 Batch  589/1077 - Train Accuracy: 0.5530, Validation Accuracy: 0.6044, Loss: 0.7703
Epoch   2 Batch  590/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6058, Loss: 0.7614
Epoch   2 Batch  591/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6058, Loss: 0.6855
Epoch   2 Batch  592/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6055, Loss: 0.7387
Epoch   2 Batch  593/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6090, Loss: 0.6932
Epoch   2 Batch  594/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6001, Loss: 0.7390
Epoch   2 Batch  595/1077 - Train Accuracy: 0.5582, Validation Accuracy: 0.6012, Loss: 0.7486
Epoch   2 Batch  596/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6101, Loss: 0.7491
Epoch   2 Batch  597/1077 - Train Accuracy: 0.5531, Validation Accuracy: 0.6055, Loss: 0.7518
Epoch   2 Batch  598/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6115, Loss: 0.7093
Epoch   2 Batch  599/1077 - Train Accuracy: 0.5602, Validation Accuracy: 0.6104, Loss: 0.7867
Epoch   2 Batch  600/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6087, Loss: 0.6970
Epoch   2 Batch  601/1077 - Train Accuracy: 0.5807, Validation Accuracy: 0.6030, Loss: 0.7072
Epoch   2 Batch  602/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.5977, Loss: 0.7301
Epoch   2 Batch  603/1077 - Train Accuracy: 0.5874, Validation Accuracy: 0.5966, Loss: 0.7290
Epoch   2 Batch  604/1077 - Train Accuracy: 0.5398, Validation Accuracy: 0.6076, Loss: 0.7640
Epoch   2 Batch  605/1077 - Train Accuracy: 0.5720, Validation Accuracy: 0.6119, Loss: 0.7735
Epoch   2 Batch  606/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6119, Loss: 0.6794
Epoch   2 Batch  607/1077 - Train Accuracy: 0.6474, Validation Accuracy: 0.6112, Loss: 0.6852
Epoch   2 Batch  608/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6112, Loss: 0.7667
Epoch   2 Batch  609/1077 - Train Accuracy: 0.5586, Validation Accuracy: 0.6129, Loss: 0.7420
Epoch   2 Batch  610/1077 - Train Accuracy: 0.5707, Validation Accuracy: 0.6090, Loss: 0.7583
Epoch   2 Batch  611/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6108, Loss: 0.7420
Epoch   2 Batch  612/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6112, Loss: 0.6881
Epoch   2 Batch  613/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6104, Loss: 0.7661
Epoch   2 Batch  614/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6108, Loss: 0.6978
Epoch   2 Batch  615/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6101, Loss: 0.7133
Epoch   2 Batch  616/1077 - Train Accuracy: 0.5362, Validation Accuracy: 0.6097, Loss: 0.7644
Epoch   2 Batch  617/1077 - Train Accuracy: 0.5897, Validation Accuracy: 0.6179, Loss: 0.7173
Epoch   2 Batch  618/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6133, Loss: 0.7193
Epoch   2 Batch  619/1077 - Train Accuracy: 0.5374, Validation Accuracy: 0.6087, Loss: 0.7600
Epoch   2 Batch  620/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6143, Loss: 0.7217
Epoch   2 Batch  621/1077 - Train Accuracy: 0.5699, Validation Accuracy: 0.6108, Loss: 0.7110
Epoch   2 Batch  622/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6136, Loss: 0.7662
Epoch   2 Batch  623/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6147, Loss: 0.7387
Epoch   2 Batch  624/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6140, Loss: 0.6924
Epoch   2 Batch  625/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6158, Loss: 0.7308
Epoch   2 Batch  626/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6151, Loss: 0.6687
Epoch   2 Batch  627/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6090, Loss: 0.7327
Epoch   2 Batch  628/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6069, Loss: 0.7550
Epoch   2 Batch  629/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6087, Loss: 0.7475
Epoch   2 Batch  630/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6143, Loss: 0.7279
Epoch   2 Batch  631/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6112, Loss: 0.7113
Epoch   2 Batch  632/1077 - Train Accuracy: 0.5816, Validation Accuracy: 0.6129, Loss: 0.7304
Epoch   2 Batch  633/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6122, Loss: 0.7381
Epoch   2 Batch  634/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6140, Loss: 0.6939
Epoch   2 Batch  635/1077 - Train Accuracy: 0.5678, Validation Accuracy: 0.6115, Loss: 0.7808
Epoch   2 Batch  636/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6112, Loss: 0.7120
Epoch   2 Batch  637/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6112, Loss: 0.7431
Epoch   2 Batch  638/1077 - Train Accuracy: 0.5402, Validation Accuracy: 0.6151, Loss: 0.7080
Epoch   2 Batch  639/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6147, Loss: 0.7280
Epoch   2 Batch  640/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6179, Loss: 0.6991
Epoch   2 Batch  641/1077 - Train Accuracy: 0.5879, Validation Accuracy: 0.6143, Loss: 0.7314
Epoch   2 Batch  642/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6115, Loss: 0.7184
Epoch   2 Batch  643/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6115, Loss: 0.6896
Epoch   2 Batch  644/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.6122, Loss: 0.7087
Epoch   2 Batch  645/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6175, Loss: 0.7030
Epoch   2 Batch  646/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6143, Loss: 0.7133
Epoch   2 Batch  647/1077 - Train Accuracy: 0.5828, Validation Accuracy: 0.6115, Loss: 0.7255
Epoch   2 Batch  648/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6129, Loss: 0.6957
Epoch   2 Batch  649/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6147, Loss: 0.7583
Epoch   2 Batch  650/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6151, Loss: 0.7337
Epoch   2 Batch  651/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6119, Loss: 0.7130
Epoch   2 Batch  652/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6115, Loss: 0.7728
Epoch   2 Batch  653/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6129, Loss: 0.7309
Epoch   2 Batch  654/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6133, Loss: 0.7093
Epoch   2 Batch  655/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6175, Loss: 0.7342
Epoch   2 Batch  656/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6133, Loss: 0.7265
Epoch   2 Batch  657/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6087, Loss: 0.7387
Epoch   2 Batch  658/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6147, Loss: 0.6991
Epoch   2 Batch  659/1077 - Train Accuracy: 0.6362, Validation Accuracy: 0.6190, Loss: 0.6823
Epoch   2 Batch  660/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6193, Loss: 0.7449
Epoch   2 Batch  661/1077 - Train Accuracy: 0.6187, Validation Accuracy: 0.6129, Loss: 0.6710
Epoch   2 Batch  662/1077 - Train Accuracy: 0.5882, Validation Accuracy: 0.6140, Loss: 0.6934
Epoch   2 Batch  663/1077 - Train Accuracy: 0.5629, Validation Accuracy: 0.6154, Loss: 0.6970
Epoch   2 Batch  664/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6158, Loss: 0.6947
Epoch   2 Batch  665/1077 - Train Accuracy: 0.5750, Validation Accuracy: 0.6168, Loss: 0.7317
Epoch   2 Batch  666/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6158, Loss: 0.7651
Epoch   2 Batch  667/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6122, Loss: 0.7525
Epoch   2 Batch  668/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6140, Loss: 0.6966
Epoch   2 Batch  669/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6133, Loss: 0.7155
Epoch   2 Batch  670/1077 - Train Accuracy: 0.6264, Validation Accuracy: 0.6154, Loss: 0.6630
Epoch   2 Batch  671/1077 - Train Accuracy: 0.5440, Validation Accuracy: 0.6172, Loss: 0.7681
Epoch   2 Batch  672/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6161, Loss: 0.7090
Epoch   2 Batch  673/1077 - Train Accuracy: 0.6019, Validation Accuracy: 0.6136, Loss: 0.6999
Epoch   2 Batch  674/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6062, Loss: 0.7181
Epoch   2 Batch  675/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6058, Loss: 0.7166
Epoch   2 Batch  676/1077 - Train Accuracy: 0.5802, Validation Accuracy: 0.6104, Loss: 0.7401
Epoch   2 Batch  677/1077 - Train Accuracy: 0.5684, Validation Accuracy: 0.6065, Loss: 0.7494
Epoch   2 Batch  678/1077 - Train Accuracy: 0.5923, Validation Accuracy: 0.6097, Loss: 0.6945
Epoch   2 Batch  679/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6126, Loss: 0.7428
Epoch   2 Batch  680/1077 - Train Accuracy: 0.5964, Validation Accuracy: 0.6104, Loss: 0.7073
Epoch   2 Batch  681/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6104, Loss: 0.7350
Epoch   2 Batch  682/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6122, Loss: 0.7394
Epoch   2 Batch  683/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6094, Loss: 0.7197
Epoch   2 Batch  684/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6119, Loss: 0.7080
Epoch   2 Batch  685/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6115, Loss: 0.7323
Epoch   2 Batch  686/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6097, Loss: 0.6835
Epoch   2 Batch  687/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6133, Loss: 0.7503
Epoch   2 Batch  688/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6133, Loss: 0.7102
Epoch   2 Batch  689/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6154, Loss: 0.7089
Epoch   2 Batch  690/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6136, Loss: 0.7129
Epoch   2 Batch  691/1077 - Train Accuracy: 0.5794, Validation Accuracy: 0.6101, Loss: 0.7681
Epoch   2 Batch  692/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6076, Loss: 0.6725
Epoch   2 Batch  693/1077 - Train Accuracy: 0.5530, Validation Accuracy: 0.6062, Loss: 0.8053
Epoch   2 Batch  694/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6083, Loss: 0.6913
Epoch   2 Batch  695/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6094, Loss: 0.6893
Epoch   2 Batch  696/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6112, Loss: 0.7778
Epoch   2 Batch  697/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6112, Loss: 0.6921
Epoch   2 Batch  698/1077 - Train Accuracy: 0.5681, Validation Accuracy: 0.6080, Loss: 0.6941
Epoch   2 Batch  699/1077 - Train Accuracy: 0.5292, Validation Accuracy: 0.6101, Loss: 0.7416
Epoch   2 Batch  700/1077 - Train Accuracy: 0.5516, Validation Accuracy: 0.6112, Loss: 0.7063
Epoch   2 Batch  701/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6115, Loss: 0.7476
Epoch   2 Batch  702/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6154, Loss: 0.7187
Epoch   2 Batch  703/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6151, Loss: 0.7386
Epoch   2 Batch  704/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6172, Loss: 0.7422
Epoch   2 Batch  705/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6126, Loss: 0.7780
Epoch   2 Batch  706/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6087, Loss: 0.7002
Epoch   2 Batch  707/1077 - Train Accuracy: 0.5793, Validation Accuracy: 0.6097, Loss: 0.7367
Epoch   2 Batch  708/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6087, Loss: 0.7315
Epoch   2 Batch  709/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6062, Loss: 0.7465
Epoch   2 Batch  710/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6033, Loss: 0.7183
Epoch   2 Batch  711/1077 - Train Accuracy: 0.5664, Validation Accuracy: 0.6076, Loss: 0.7525
Epoch   2 Batch  712/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6151, Loss: 0.7092
Epoch   2 Batch  713/1077 - Train Accuracy: 0.6151, Validation Accuracy: 0.6083, Loss: 0.6494
Epoch   2 Batch  714/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.5717, Loss: 0.7452
Epoch   2 Batch  715/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6080, Loss: 0.7645
Epoch   2 Batch  716/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6094, Loss: 0.6816
Epoch   2 Batch  717/1077 - Train Accuracy: 0.5572, Validation Accuracy: 0.5955, Loss: 0.7255
Epoch   2 Batch  718/1077 - Train Accuracy: 0.5566, Validation Accuracy: 0.5948, Loss: 0.7516
Epoch   2 Batch  719/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6087, Loss: 0.7108
Epoch   2 Batch  720/1077 - Train Accuracy: 0.5761, Validation Accuracy: 0.6154, Loss: 0.7623
Epoch   2 Batch  721/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6076, Loss: 0.7419
Epoch   2 Batch  722/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6097, Loss: 0.7283
Epoch   2 Batch  723/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6122, Loss: 0.7074
Epoch   2 Batch  724/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6076, Loss: 0.7461
Epoch   2 Batch  725/1077 - Train Accuracy: 0.5718, Validation Accuracy: 0.5969, Loss: 0.6973
Epoch   2 Batch  726/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6033, Loss: 0.7116
Epoch   2 Batch  727/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6062, Loss: 0.6810
Epoch   2 Batch  728/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6040, Loss: 0.7045
Epoch   2 Batch  729/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6094, Loss: 0.7560
Epoch   2 Batch  730/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6115, Loss: 0.7227
Epoch   2 Batch  731/1077 - Train Accuracy: 0.5811, Validation Accuracy: 0.6104, Loss: 0.7360
Epoch   2 Batch  732/1077 - Train Accuracy: 0.5592, Validation Accuracy: 0.6080, Loss: 0.7529
Epoch   2 Batch  733/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.5994, Loss: 0.7226
Epoch   2 Batch  734/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.6001, Loss: 0.7601
Epoch   2 Batch  735/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6058, Loss: 0.7138
Epoch   2 Batch  736/1077 - Train Accuracy: 0.6028, Validation Accuracy: 0.6112, Loss: 0.7132
Epoch   2 Batch  737/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6151, Loss: 0.7520
Epoch   2 Batch  738/1077 - Train Accuracy: 0.6390, Validation Accuracy: 0.6179, Loss: 0.6330
Epoch   2 Batch  739/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6193, Loss: 0.7113
Epoch   2 Batch  740/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6172, Loss: 0.7046
Epoch   2 Batch  741/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6126, Loss: 0.7092
Epoch   2 Batch  742/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6108, Loss: 0.7289
Epoch   2 Batch  743/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6126, Loss: 0.7295
Epoch   2 Batch  744/1077 - Train Accuracy: 0.5990, Validation Accuracy: 0.6204, Loss: 0.6764
Epoch   2 Batch  745/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6190, Loss: 0.7086
Epoch   2 Batch  746/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6200, Loss: 0.6969
Epoch   2 Batch  747/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6250, Loss: 0.6870
Epoch   2 Batch  748/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6214, Loss: 0.6969
Epoch   2 Batch  749/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6161, Loss: 0.7387
Epoch   2 Batch  750/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6151, Loss: 0.7064
Epoch   2 Batch  751/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6094, Loss: 0.6980
Epoch   2 Batch  752/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6126, Loss: 0.6592
Epoch   2 Batch  753/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6165, Loss: 0.7025
Epoch   2 Batch  754/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6214, Loss: 0.7254
Epoch   2 Batch  755/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6161, Loss: 0.7067
Epoch   2 Batch  756/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6126, Loss: 0.6773
Epoch   2 Batch  757/1077 - Train Accuracy: 0.5810, Validation Accuracy: 0.6136, Loss: 0.7360
Epoch   2 Batch  758/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6225, Loss: 0.6735
Epoch   2 Batch  759/1077 - Train Accuracy: 0.6276, Validation Accuracy: 0.6207, Loss: 0.6574
Epoch   2 Batch  760/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6200, Loss: 0.7187
Epoch   2 Batch  761/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6147, Loss: 0.7337
Epoch   2 Batch  762/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6154, Loss: 0.6873
Epoch   2 Batch  763/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6207, Loss: 0.6819
Epoch   2 Batch  764/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6246, Loss: 0.7144
Epoch   2 Batch  765/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6197, Loss: 0.6828
Epoch   2 Batch  766/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6232, Loss: 0.7406
Epoch   2 Batch  767/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6214, Loss: 0.6961
Epoch   2 Batch  768/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6229, Loss: 0.7070
Epoch   2 Batch  769/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6232, Loss: 0.7123
Epoch   2 Batch  770/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6229, Loss: 0.6703
Epoch   2 Batch  771/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6197, Loss: 0.7273
Epoch   2 Batch  772/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6193, Loss: 0.6786
Epoch   2 Batch  773/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6136, Loss: 0.6942
Epoch   2 Batch  774/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6087, Loss: 0.7265
Epoch   2 Batch  775/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6161, Loss: 0.7093
Epoch   2 Batch  776/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6151, Loss: 0.7080
Epoch   2 Batch  777/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6168, Loss: 0.7157
Epoch   2 Batch  778/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6179, Loss: 0.6893
Epoch   2 Batch  779/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6175, Loss: 0.7189
Epoch   2 Batch  780/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6183, Loss: 0.7313
Epoch   2 Batch  781/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6204, Loss: 0.6605
Epoch   2 Batch  782/1077 - Train Accuracy: 0.6150, Validation Accuracy: 0.6222, Loss: 0.6851
Epoch   2 Batch  783/1077 - Train Accuracy: 0.5978, Validation Accuracy: 0.6214, Loss: 0.7001
Epoch   2 Batch  784/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6179, Loss: 0.7031
Epoch   2 Batch  785/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6186, Loss: 0.6567
Epoch   2 Batch  786/1077 - Train Accuracy: 0.5453, Validation Accuracy: 0.6104, Loss: 0.7192
Epoch   2 Batch  787/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6172, Loss: 0.6499
Epoch   2 Batch  788/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6175, Loss: 0.6978
Epoch   2 Batch  789/1077 - Train Accuracy: 0.5411, Validation Accuracy: 0.6200, Loss: 0.7302
Epoch   2 Batch  790/1077 - Train Accuracy: 0.5266, Validation Accuracy: 0.6126, Loss: 0.7474
Epoch   2 Batch  791/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6161, Loss: 0.7140
Epoch   2 Batch  792/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6133, Loss: 0.7253
Epoch   2 Batch  793/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6143, Loss: 0.6823
Epoch   2 Batch  794/1077 - Train Accuracy: 0.5609, Validation Accuracy: 0.6154, Loss: 0.6996
Epoch   2 Batch  795/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6151, Loss: 0.7167
Epoch   2 Batch  796/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6122, Loss: 0.7170
Epoch   2 Batch  797/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6175, Loss: 0.6919
Epoch   2 Batch  798/1077 - Train Accuracy: 0.5883, Validation Accuracy: 0.6193, Loss: 0.7184
Epoch   2 Batch  799/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6204, Loss: 0.7443
Epoch   2 Batch  800/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6197, Loss: 0.7053
Epoch   2 Batch  801/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6193, Loss: 0.7322
Epoch   2 Batch  802/1077 - Train Accuracy: 0.5964, Validation Accuracy: 0.6193, Loss: 0.6879
Epoch   2 Batch  803/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6225, Loss: 0.7094
Epoch   2 Batch  804/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6257, Loss: 0.7099
Epoch   2 Batch  805/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6236, Loss: 0.6975
Epoch   2 Batch  806/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6264, Loss: 0.6979
Epoch   2 Batch  807/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6254, Loss: 0.6933
Epoch   2 Batch  808/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6236, Loss: 0.7121
Epoch   2 Batch  809/1077 - Train Accuracy: 0.5822, Validation Accuracy: 0.6264, Loss: 0.7459
Epoch   2 Batch  810/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6225, Loss: 0.6629
Epoch   2 Batch  811/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6254, Loss: 0.6512
Epoch   2 Batch  812/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6300, Loss: 0.7228
Epoch   2 Batch  813/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6296, Loss: 0.6806
Epoch   2 Batch  814/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6204, Loss: 0.6991
Epoch   2 Batch  815/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6168, Loss: 0.6948
Epoch   2 Batch  816/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.6211, Loss: 0.7222
Epoch   2 Batch  817/1077 - Train Accuracy: 0.5590, Validation Accuracy: 0.6229, Loss: 0.7429
Epoch   2 Batch  818/1077 - Train Accuracy: 0.5617, Validation Accuracy: 0.6211, Loss: 0.7175
Epoch   2 Batch  819/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6175, Loss: 0.6908
Epoch   2 Batch  820/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6193, Loss: 0.7276
Epoch   2 Batch  821/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6207, Loss: 0.6860
Epoch   2 Batch  822/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6236, Loss: 0.6992
Epoch   2 Batch  823/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6246, Loss: 0.6933
Epoch   2 Batch  824/1077 - Train Accuracy: 0.5878, Validation Accuracy: 0.6193, Loss: 0.6733
Epoch   2 Batch  825/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6243, Loss: 0.6920
Epoch   2 Batch  826/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6250, Loss: 0.6623
Epoch   2 Batch  827/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6246, Loss: 0.7404
Epoch   2 Batch  828/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6183, Loss: 0.6913
Epoch   2 Batch  829/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6140, Loss: 0.7202
Epoch   2 Batch  830/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6200, Loss: 0.6876
Epoch   2 Batch  831/1077 - Train Accuracy: 0.5695, Validation Accuracy: 0.6229, Loss: 0.7105
Epoch   2 Batch  832/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6200, Loss: 0.6995
Epoch   2 Batch  833/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6204, Loss: 0.7072
Epoch   2 Batch  834/1077 - Train Accuracy: 0.6534, Validation Accuracy: 0.6211, Loss: 0.6595
Epoch   2 Batch  835/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6207, Loss: 0.6954
Epoch   2 Batch  836/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6154, Loss: 0.7219
Epoch   2 Batch  837/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6200, Loss: 0.7371
Epoch   2 Batch  838/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6193, Loss: 0.6778
Epoch   2 Batch  839/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6225, Loss: 0.6732
Epoch   2 Batch  840/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6246, Loss: 0.6773
Epoch   2 Batch  841/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6239, Loss: 0.6863
Epoch   2 Batch  842/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6261, Loss: 0.6757
Epoch   2 Batch  843/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6268, Loss: 0.6518
Epoch   2 Batch  844/1077 - Train Accuracy: 0.6064, Validation Accuracy: 0.6261, Loss: 0.6637
Epoch   2 Batch  845/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6207, Loss: 0.6819
Epoch   2 Batch  846/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6197, Loss: 0.6857
Epoch   2 Batch  847/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6250, Loss: 0.6949
Epoch   2 Batch  848/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6236, Loss: 0.7057
Epoch   2 Batch  849/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6271, Loss: 0.6708
Epoch   2 Batch  850/1077 - Train Accuracy: 0.5841, Validation Accuracy: 0.6257, Loss: 0.7255
Epoch   2 Batch  851/1077 - Train Accuracy: 0.6179, Validation Accuracy: 0.6275, Loss: 0.6656
Epoch   2 Batch  852/1077 - Train Accuracy: 0.5754, Validation Accuracy: 0.6289, Loss: 0.7039
Epoch   2 Batch  853/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6271, Loss: 0.6515
Epoch   2 Batch  854/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6264, Loss: 0.6914
Epoch   2 Batch  855/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6243, Loss: 0.6866
Epoch   2 Batch  856/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6197, Loss: 0.7006
Epoch   2 Batch  857/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6254, Loss: 0.6827
Epoch   2 Batch  858/1077 - Train Accuracy: 0.6079, Validation Accuracy: 0.6232, Loss: 0.6729
Epoch   2 Batch  859/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6317, Loss: 0.6973
Epoch   2 Batch  860/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6310, Loss: 0.6839
Epoch   2 Batch  861/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6328, Loss: 0.6945
Epoch   2 Batch  862/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6310, Loss: 0.6799
Epoch   2 Batch  863/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6296, Loss: 0.6650
Epoch   2 Batch  864/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6286, Loss: 0.6778
Epoch   2 Batch  865/1077 - Train Accuracy: 0.6619, Validation Accuracy: 0.6239, Loss: 0.6166
Epoch   2 Batch  866/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6236, Loss: 0.6708
Epoch   2 Batch  867/1077 - Train Accuracy: 0.5527, Validation Accuracy: 0.6257, Loss: 0.7278
Epoch   2 Batch  868/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6257, Loss: 0.7013
Epoch   2 Batch  869/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6211, Loss: 0.7009
Epoch   2 Batch  870/1077 - Train Accuracy: 0.5604, Validation Accuracy: 0.6211, Loss: 0.7338
Epoch   2 Batch  871/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6218, Loss: 0.6919
Epoch   2 Batch  872/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6243, Loss: 0.6764
Epoch   2 Batch  873/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6254, Loss: 0.6941
Epoch   2 Batch  874/1077 - Train Accuracy: 0.5648, Validation Accuracy: 0.6257, Loss: 0.6939
Epoch   2 Batch  875/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6214, Loss: 0.6913
Epoch   2 Batch  876/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6207, Loss: 0.6983
Epoch   2 Batch  877/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6190, Loss: 0.6715
Epoch   2 Batch  878/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6222, Loss: 0.6685
Epoch   2 Batch  879/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6207, Loss: 0.6507
Epoch   2 Batch  880/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6264, Loss: 0.6817
Epoch   2 Batch  881/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6232, Loss: 0.7193
Epoch   2 Batch  882/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6232, Loss: 0.7071
Epoch   2 Batch  883/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6250, Loss: 0.7729
Epoch   2 Batch  884/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6246, Loss: 0.6640
Epoch   2 Batch  885/1077 - Train Accuracy: 0.6325, Validation Accuracy: 0.6264, Loss: 0.5921
Epoch   2 Batch  886/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6250, Loss: 0.7098
Epoch   2 Batch  887/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6204, Loss: 0.7072
Epoch   2 Batch  888/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.5707, Loss: 0.7033
Epoch   2 Batch  889/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6033, Loss: 0.7094
Epoch   2 Batch  890/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6289, Loss: 0.6549
Epoch   2 Batch  891/1077 - Train Accuracy: 0.5691, Validation Accuracy: 0.6200, Loss: 0.6995
Epoch   2 Batch  892/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.5994, Loss: 0.6639
Epoch   2 Batch  893/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6055, Loss: 0.6896
Epoch   2 Batch  894/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6211, Loss: 0.6532
Epoch   2 Batch  895/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6289, Loss: 0.6814
Epoch   2 Batch  896/1077 - Train Accuracy: 0.5387, Validation Accuracy: 0.6161, Loss: 0.7261
Epoch   2 Batch  897/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6161, Loss: 0.6418
Epoch   2 Batch  898/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6214, Loss: 0.6597
Epoch   2 Batch  899/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6268, Loss: 0.7120
Epoch   2 Batch  900/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6175, Loss: 0.6944
Epoch   2 Batch  901/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6119, Loss: 0.6975
Epoch   2 Batch  902/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6158, Loss: 0.6780
Epoch   2 Batch  903/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6257, Loss: 0.6597
Epoch   2 Batch  904/1077 - Train Accuracy: 0.5801, Validation Accuracy: 0.6214, Loss: 0.6900
Epoch   2 Batch  905/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6222, Loss: 0.6590
Epoch   2 Batch  906/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6239, Loss: 0.6657
Epoch   2 Batch  907/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6218, Loss: 0.6750
Epoch   2 Batch  908/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6317, Loss: 0.7007
Epoch   2 Batch  909/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6286, Loss: 0.6805
Epoch   2 Batch  910/1077 - Train Accuracy: 0.5837, Validation Accuracy: 0.6282, Loss: 0.6638
Epoch   2 Batch  911/1077 - Train Accuracy: 0.6424, Validation Accuracy: 0.6225, Loss: 0.6111
Epoch   2 Batch  912/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6229, Loss: 0.6937
Epoch   2 Batch  913/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6246, Loss: 0.7000
Epoch   2 Batch  914/1077 - Train Accuracy: 0.6784, Validation Accuracy: 0.6303, Loss: 0.6023
Epoch   2 Batch  915/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6204, Loss: 0.7223
Epoch   2 Batch  916/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6193, Loss: 0.6948
Epoch   2 Batch  917/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6161, Loss: 0.7067
Epoch   2 Batch  918/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6218, Loss: 0.6252
Epoch   2 Batch  919/1077 - Train Accuracy: 0.6439, Validation Accuracy: 0.6250, Loss: 0.6692
Epoch   2 Batch  920/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6282, Loss: 0.6871
Epoch   2 Batch  921/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6229, Loss: 0.6875
Epoch   2 Batch  922/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6200, Loss: 0.6632
Epoch   2 Batch  923/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6246, Loss: 0.7170
Epoch   2 Batch  924/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6261, Loss: 0.7228
Epoch   2 Batch  925/1077 - Train Accuracy: 0.5770, Validation Accuracy: 0.6310, Loss: 0.6562
Epoch   2 Batch  926/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6314, Loss: 0.6980
Epoch   2 Batch  927/1077 - Train Accuracy: 0.5652, Validation Accuracy: 0.6310, Loss: 0.6989
Epoch   2 Batch  928/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6310, Loss: 0.6742
Epoch   2 Batch  929/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6278, Loss: 0.7036
Epoch   2 Batch  930/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6321, Loss: 0.6728
Epoch   2 Batch  931/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6303, Loss: 0.6609
Epoch   2 Batch  932/1077 - Train Accuracy: 0.5270, Validation Accuracy: 0.6310, Loss: 0.7000
Epoch   2 Batch  933/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6335, Loss: 0.6834
Epoch   2 Batch  934/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6307, Loss: 0.6951
Epoch   2 Batch  935/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6293, Loss: 0.6915
Epoch   2 Batch  936/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6246, Loss: 0.6624
Epoch   2 Batch  937/1077 - Train Accuracy: 0.6053, Validation Accuracy: 0.6286, Loss: 0.7138
Epoch   2 Batch  938/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6296, Loss: 0.6815
Epoch   2 Batch  939/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6278, Loss: 0.6778
Epoch   2 Batch  940/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6250, Loss: 0.6705
Epoch   2 Batch  941/1077 - Train Accuracy: 0.6157, Validation Accuracy: 0.6278, Loss: 0.6300
Epoch   2 Batch  942/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6282, Loss: 0.7055
Epoch   2 Batch  943/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6282, Loss: 0.6860
Epoch   2 Batch  944/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6261, Loss: 0.6589
Epoch   2 Batch  945/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6211, Loss: 0.6578
Epoch   2 Batch  946/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6282, Loss: 0.6674
Epoch   2 Batch  947/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6310, Loss: 0.7372
Epoch   2 Batch  948/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6229, Loss: 0.6720
Epoch   2 Batch  949/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6236, Loss: 0.6083
Epoch   2 Batch  950/1077 - Train Accuracy: 0.5893, Validation Accuracy: 0.6250, Loss: 0.6559
Epoch   2 Batch  951/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6239, Loss: 0.6679
Epoch   2 Batch  952/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6246, Loss: 0.6713
Epoch   2 Batch  953/1077 - Train Accuracy: 0.6032, Validation Accuracy: 0.6218, Loss: 0.6740
Epoch   2 Batch  954/1077 - Train Accuracy: 0.5301, Validation Accuracy: 0.6214, Loss: 0.7066
Epoch   2 Batch  955/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6286, Loss: 0.6743
Epoch   2 Batch  956/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6264, Loss: 0.6453
Epoch   2 Batch  957/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.6214, Loss: 0.6347
Epoch   2 Batch  958/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6214, Loss: 0.6711
Epoch   2 Batch  959/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6225, Loss: 0.6416
Epoch   2 Batch  960/1077 - Train Accuracy: 0.6179, Validation Accuracy: 0.6250, Loss: 0.6518
Epoch   2 Batch  961/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6222, Loss: 0.6866
Epoch   2 Batch  962/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6225, Loss: 0.6362
Epoch   2 Batch  963/1077 - Train Accuracy: 0.5777, Validation Accuracy: 0.6204, Loss: 0.7562
Epoch   2 Batch  964/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6239, Loss: 0.6368
Epoch   2 Batch  965/1077 - Train Accuracy: 0.5350, Validation Accuracy: 0.6286, Loss: 0.7085
Epoch   2 Batch  966/1077 - Train Accuracy: 0.6396, Validation Accuracy: 0.6229, Loss: 0.5913
Epoch   2 Batch  967/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6254, Loss: 0.6402
Epoch   2 Batch  968/1077 - Train Accuracy: 0.5637, Validation Accuracy: 0.6261, Loss: 0.7005
Epoch   2 Batch  969/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6254, Loss: 0.6718
Epoch   2 Batch  970/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6254, Loss: 0.6762
Epoch   2 Batch  971/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6204, Loss: 0.6476
Epoch   2 Batch  972/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6236, Loss: 0.6802
Epoch   2 Batch  973/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6200, Loss: 0.6274
Epoch   2 Batch  974/1077 - Train Accuracy: 0.5547, Validation Accuracy: 0.6239, Loss: 0.6807
Epoch   2 Batch  975/1077 - Train Accuracy: 0.6403, Validation Accuracy: 0.6236, Loss: 0.6302
Epoch   2 Batch  976/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6250, Loss: 0.6521
Epoch   2 Batch  977/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6243, Loss: 0.6393
Epoch   2 Batch  978/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6261, Loss: 0.6657
Epoch   2 Batch  979/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6282, Loss: 0.7191
Epoch   2 Batch  980/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6339, Loss: 0.6667
Epoch   2 Batch  981/1077 - Train Accuracy: 0.5844, Validation Accuracy: 0.6332, Loss: 0.6775
Epoch   2 Batch  982/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6286, Loss: 0.6577
Epoch   2 Batch  983/1077 - Train Accuracy: 0.5929, Validation Accuracy: 0.6268, Loss: 0.6838
Epoch   2 Batch  984/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6246, Loss: 0.7070
Epoch   2 Batch  985/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6165, Loss: 0.6527
Epoch   2 Batch  986/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6151, Loss: 0.6808
Epoch   2 Batch  987/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6218, Loss: 0.6384
Epoch   2 Batch  988/1077 - Train Accuracy: 0.5539, Validation Accuracy: 0.6314, Loss: 0.6841
Epoch   2 Batch  989/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6261, Loss: 0.6777
Epoch   2 Batch  990/1077 - Train Accuracy: 0.5958, Validation Accuracy: 0.6257, Loss: 0.6983
Epoch   2 Batch  991/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6271, Loss: 0.6859
Epoch   2 Batch  992/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6286, Loss: 0.6670
Epoch   2 Batch  993/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6207, Loss: 0.6288
Epoch   2 Batch  994/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6232, Loss: 0.6750
Epoch   2 Batch  995/1077 - Train Accuracy: 0.6380, Validation Accuracy: 0.6229, Loss: 0.6439
Epoch   2 Batch  996/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6296, Loss: 0.6670
Epoch   2 Batch  997/1077 - Train Accuracy: 0.5847, Validation Accuracy: 0.6300, Loss: 0.6999
Epoch   2 Batch  998/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6278, Loss: 0.6470
Epoch   2 Batch  999/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6278, Loss: 0.6803
Epoch   2 Batch 1000/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6275, Loss: 0.6194
Epoch   2 Batch 1001/1077 - Train Accuracy: 0.6083, Validation Accuracy: 0.6278, Loss: 0.6204
Epoch   2 Batch 1002/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6225, Loss: 0.6607
Epoch   2 Batch 1003/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6207, Loss: 0.6721
Epoch   2 Batch 1004/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6229, Loss: 0.6542
Epoch   2 Batch 1005/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6289, Loss: 0.6724
Epoch   2 Batch 1006/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6246, Loss: 0.6377
Epoch   2 Batch 1007/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6246, Loss: 0.6245
Epoch   2 Batch 1008/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6207, Loss: 0.6770
Epoch   2 Batch 1009/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6250, Loss: 0.6246
Epoch   2 Batch 1010/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6257, Loss: 0.6701
Epoch   2 Batch 1011/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6229, Loss: 0.6815
Epoch   2 Batch 1012/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6204, Loss: 0.6425
Epoch   2 Batch 1013/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6214, Loss: 0.6326
Epoch   2 Batch 1014/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6190, Loss: 0.6850
Epoch   2 Batch 1015/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6193, Loss: 0.6928
Epoch   2 Batch 1016/1077 - Train Accuracy: 0.5677, Validation Accuracy: 0.6165, Loss: 0.6927
Epoch   2 Batch 1017/1077 - Train Accuracy: 0.6151, Validation Accuracy: 0.6161, Loss: 0.6745
Epoch   2 Batch 1018/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6204, Loss: 0.6368
Epoch   2 Batch 1019/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6222, Loss: 0.7074
Epoch   2 Batch 1020/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6207, Loss: 0.6388
Epoch   2 Batch 1021/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6225, Loss: 0.6519
Epoch   2 Batch 1022/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6225, Loss: 0.6184
Epoch   2 Batch 1023/1077 - Train Accuracy: 0.6200, Validation Accuracy: 0.6225, Loss: 0.6144
Epoch   2 Batch 1024/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6214, Loss: 0.6876
Epoch   2 Batch 1025/1077 - Train Accuracy: 0.6261, Validation Accuracy: 0.6232, Loss: 0.6430
Epoch   2 Batch 1026/1077 - Train Accuracy: 0.6696, Validation Accuracy: 0.6214, Loss: 0.6169
Epoch   2 Batch 1027/1077 - Train Accuracy: 0.5801, Validation Accuracy: 0.6197, Loss: 0.6803
Epoch   2 Batch 1028/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6193, Loss: 0.6636
Epoch   2 Batch 1029/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6193, Loss: 0.6526
Epoch   2 Batch 1030/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6140, Loss: 0.6736
Epoch   2 Batch 1031/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6183, Loss: 0.6993
Epoch   2 Batch 1032/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6232, Loss: 0.6509
Epoch   2 Batch 1033/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6250, Loss: 0.6261
Epoch   2 Batch 1034/1077 - Train Accuracy: 0.5578, Validation Accuracy: 0.6246, Loss: 0.6919
Epoch   2 Batch 1035/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6289, Loss: 0.6093
Epoch   2 Batch 1036/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6261, Loss: 0.6483
Epoch   2 Batch 1037/1077 - Train Accuracy: 0.5766, Validation Accuracy: 0.6254, Loss: 0.6875
Epoch   2 Batch 1038/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6246, Loss: 0.6749
Epoch   2 Batch 1039/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6225, Loss: 0.6271
Epoch   2 Batch 1040/1077 - Train Accuracy: 0.6077, Validation Accuracy: 0.6222, Loss: 0.6865
Epoch   2 Batch 1041/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6261, Loss: 0.6886
Epoch   2 Batch 1042/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6342, Loss: 0.6668
Epoch   2 Batch 1043/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6335, Loss: 0.6977
Epoch   2 Batch 1044/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6371, Loss: 0.6621
Epoch   2 Batch 1045/1077 - Train Accuracy: 0.5703, Validation Accuracy: 0.6342, Loss: 0.6865
Epoch   2 Batch 1046/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6328, Loss: 0.6267
Epoch   2 Batch 1047/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6254, Loss: 0.6507
Epoch   2 Batch 1048/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6214, Loss: 0.6694
Epoch   2 Batch 1049/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6225, Loss: 0.6933
Epoch   2 Batch 1050/1077 - Train Accuracy: 0.5563, Validation Accuracy: 0.6211, Loss: 0.6812
Epoch   2 Batch 1051/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6257, Loss: 0.6343
Epoch   2 Batch 1052/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6321, Loss: 0.6240
Epoch   2 Batch 1053/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6357, Loss: 0.6392
Epoch   2 Batch 1054/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6332, Loss: 0.6726
Epoch   2 Batch 1055/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6165, Loss: 0.7140
Epoch   2 Batch 1056/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6108, Loss: 0.6651
Epoch   2 Batch 1057/1077 - Train Accuracy: 0.5909, Validation Accuracy: 0.6214, Loss: 0.6943
Epoch   2 Batch 1058/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6268, Loss: 0.7142
Epoch   2 Batch 1059/1077 - Train Accuracy: 0.5493, Validation Accuracy: 0.6026, Loss: 0.7084
Epoch   2 Batch 1060/1077 - Train Accuracy: 0.5734, Validation Accuracy: 0.5994, Loss: 0.6445
Epoch   2 Batch 1061/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6303, Loss: 0.7157
Epoch   2 Batch 1062/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6257, Loss: 0.6804
Epoch   2 Batch 1063/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6168, Loss: 0.6718
Epoch   2 Batch 1064/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6204, Loss: 0.6624
Epoch   2 Batch 1065/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6207, Loss: 0.6560
Epoch   2 Batch 1066/1077 - Train Accuracy: 0.5711, Validation Accuracy: 0.6222, Loss: 0.6502
Epoch   2 Batch 1067/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6119, Loss: 0.6637
Epoch   2 Batch 1068/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6133, Loss: 0.6408
Epoch   2 Batch 1069/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6112, Loss: 0.6159
Epoch   2 Batch 1070/1077 - Train Accuracy: 0.5598, Validation Accuracy: 0.6161, Loss: 0.6845
Epoch   2 Batch 1071/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6207, Loss: 0.6580
Epoch   2 Batch 1072/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6190, Loss: 0.6389
Epoch   2 Batch 1073/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6250, Loss: 0.6650
Epoch   2 Batch 1074/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6303, Loss: 0.6645
Epoch   2 Batch 1075/1077 - Train Accuracy: 0.5921, Validation Accuracy: 0.6289, Loss: 0.6957
Epoch   3 Batch    1/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6264, Loss: 0.6494
Epoch   3 Batch    2/1077 - Train Accuracy: 0.5452, Validation Accuracy: 0.6271, Loss: 0.6835
Epoch   3 Batch    3/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6243, Loss: 0.6438
Epoch   3 Batch    4/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6200, Loss: 0.6590
Epoch   3 Batch    5/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6222, Loss: 0.6748
Epoch   3 Batch    6/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6225, Loss: 0.6584
Epoch   3 Batch    7/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6264, Loss: 0.6555
Epoch   3 Batch    8/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6271, Loss: 0.6459
Epoch   3 Batch    9/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6257, Loss: 0.6447
Epoch   3 Batch   10/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6257, Loss: 0.6758
Epoch   3 Batch   11/1077 - Train Accuracy: 0.5796, Validation Accuracy: 0.6254, Loss: 0.6493
Epoch   3 Batch   12/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6239, Loss: 0.6930
Epoch   3 Batch   13/1077 - Train Accuracy: 0.6436, Validation Accuracy: 0.6261, Loss: 0.6381
Epoch   3 Batch   14/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6293, Loss: 0.6118
Epoch   3 Batch   15/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6268, Loss: 0.6298
Epoch   3 Batch   16/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6222, Loss: 0.6409
Epoch   3 Batch   17/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6218, Loss: 0.6271
Epoch   3 Batch   18/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6250, Loss: 0.6615
Epoch   3 Batch   19/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6204, Loss: 0.6471
Epoch   3 Batch   20/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6204, Loss: 0.6347
Epoch   3 Batch   21/1077 - Train Accuracy: 0.5559, Validation Accuracy: 0.6161, Loss: 0.6870
Epoch   3 Batch   22/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6239, Loss: 0.6590
Epoch   3 Batch   23/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6261, Loss: 0.6496
Epoch   3 Batch   24/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6257, Loss: 0.6494
Epoch   3 Batch   25/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6243, Loss: 0.6304
Epoch   3 Batch   26/1077 - Train Accuracy: 0.5672, Validation Accuracy: 0.6239, Loss: 0.6772
Epoch   3 Batch   27/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6261, Loss: 0.6081
Epoch   3 Batch   28/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6246, Loss: 0.6240
Epoch   3 Batch   29/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6275, Loss: 0.6491
Epoch   3 Batch   30/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6278, Loss: 0.6474
Epoch   3 Batch   31/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6257, Loss: 0.6498
Epoch   3 Batch   32/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6286, Loss: 0.6060
Epoch   3 Batch   33/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6261, Loss: 0.6140
Epoch   3 Batch   34/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6232, Loss: 0.6550
Epoch   3 Batch   35/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6250, Loss: 0.6495
Epoch   3 Batch   36/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6197, Loss: 0.6373
Epoch   3 Batch   37/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6204, Loss: 0.6689
Epoch   3 Batch   38/1077 - Train Accuracy: 0.5502, Validation Accuracy: 0.6211, Loss: 0.7020
Epoch   3 Batch   39/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6254, Loss: 0.6933
Epoch   3 Batch   40/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6335, Loss: 0.6644
Epoch   3 Batch   41/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6317, Loss: 0.6477
Epoch   3 Batch   42/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6307, Loss: 0.6675
Epoch   3 Batch   43/1077 - Train Accuracy: 0.6114, Validation Accuracy: 0.6271, Loss: 0.6593
Epoch   3 Batch   44/1077 - Train Accuracy: 0.5839, Validation Accuracy: 0.6268, Loss: 0.6689
Epoch   3 Batch   45/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6278, Loss: 0.6528
Epoch   3 Batch   46/1077 - Train Accuracy: 0.5872, Validation Accuracy: 0.6271, Loss: 0.6808
Epoch   3 Batch   47/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6307, Loss: 0.6551
Epoch   3 Batch   48/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6310, Loss: 0.6719
Epoch   3 Batch   49/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6321, Loss: 0.6651
Epoch   3 Batch   50/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6307, Loss: 0.6533
Epoch   3 Batch   51/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6268, Loss: 0.6155
Epoch   3 Batch   52/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6268, Loss: 0.6655
Epoch   3 Batch   53/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6300, Loss: 0.6758
Epoch   3 Batch   54/1077 - Train Accuracy: 0.5680, Validation Accuracy: 0.6261, Loss: 0.6988
Epoch   3 Batch   55/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6271, Loss: 0.6345
Epoch   3 Batch   56/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6225, Loss: 0.6232
Epoch   3 Batch   57/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6200, Loss: 0.5949
Epoch   3 Batch   58/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6183, Loss: 0.6389
Epoch   3 Batch   59/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6197, Loss: 0.6683
Epoch   3 Batch   60/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6204, Loss: 0.6298
Epoch   3 Batch   61/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6239, Loss: 0.6679
Epoch   3 Batch   62/1077 - Train Accuracy: 0.6069, Validation Accuracy: 0.6282, Loss: 0.6943
Epoch   3 Batch   63/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6296, Loss: 0.6141
Epoch   3 Batch   64/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6257, Loss: 0.6419
Epoch   3 Batch   65/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.6254, Loss: 0.6707
Epoch   3 Batch   66/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6232, Loss: 0.6418
Epoch   3 Batch   67/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6236, Loss: 0.6262
Epoch   3 Batch   68/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6278, Loss: 0.6503
Epoch   3 Batch   69/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6307, Loss: 0.6546
Epoch   3 Batch   70/1077 - Train Accuracy: 0.6065, Validation Accuracy: 0.6296, Loss: 0.6610
Epoch   3 Batch   71/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6293, Loss: 0.6322
Epoch   3 Batch   72/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6293, Loss: 0.6510
Epoch   3 Batch   73/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6310, Loss: 0.6618
Epoch   3 Batch   74/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6314, Loss: 0.5951
Epoch   3 Batch   75/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6332, Loss: 0.6560
Epoch   3 Batch   76/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6325, Loss: 0.6149
Epoch   3 Batch   77/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6317, Loss: 0.6449
Epoch   3 Batch   78/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6264, Loss: 0.6705
Epoch   3 Batch   79/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6211, Loss: 0.6434
Epoch   3 Batch   80/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6236, Loss: 0.6583
Epoch   3 Batch   81/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6222, Loss: 0.6216
Epoch   3 Batch   82/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6282, Loss: 0.5753
Epoch   3 Batch   83/1077 - Train Accuracy: 0.5687, Validation Accuracy: 0.6300, Loss: 0.6838
Epoch   3 Batch   84/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6303, Loss: 0.6513
Epoch   3 Batch   85/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6310, Loss: 0.6225
Epoch   3 Batch   86/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6307, Loss: 0.6439
Epoch   3 Batch   87/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.6236, Loss: 0.6684
Epoch   3 Batch   88/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6261, Loss: 0.6547
Epoch   3 Batch   89/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6275, Loss: 0.6539
Epoch   3 Batch   90/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6286, Loss: 0.6682
Epoch   3 Batch   91/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6289, Loss: 0.5794
Epoch   3 Batch   92/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6300, Loss: 0.6245
Epoch   3 Batch   93/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6303, Loss: 0.6621
Epoch   3 Batch   94/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6275, Loss: 0.5989
Epoch   3 Batch   95/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6296, Loss: 0.6483
Epoch   3 Batch   96/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6268, Loss: 0.6138
Epoch   3 Batch   97/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6282, Loss: 0.6155
Epoch   3 Batch   98/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6307, Loss: 0.6050
Epoch   3 Batch   99/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6335, Loss: 0.6658
Epoch   3 Batch  100/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6325, Loss: 0.6497
Epoch   3 Batch  101/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6335, Loss: 0.6449
Epoch   3 Batch  102/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6328, Loss: 0.6125
Epoch   3 Batch  103/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6314, Loss: 0.7117
Epoch   3 Batch  104/1077 - Train Accuracy: 0.5543, Validation Accuracy: 0.6278, Loss: 0.6859
Epoch   3 Batch  105/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6300, Loss: 0.6456
Epoch   3 Batch  106/1077 - Train Accuracy: 0.6049, Validation Accuracy: 0.6325, Loss: 0.6828
Epoch   3 Batch  107/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6346, Loss: 0.6133
Epoch   3 Batch  108/1077 - Train Accuracy: 0.6534, Validation Accuracy: 0.6353, Loss: 0.5766
Epoch   3 Batch  109/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6388, Loss: 0.6337
Epoch   3 Batch  110/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6385, Loss: 0.6134
Epoch   3 Batch  111/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6371, Loss: 0.6472
Epoch   3 Batch  112/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6328, Loss: 0.6362
Epoch   3 Batch  113/1077 - Train Accuracy: 0.5605, Validation Accuracy: 0.6261, Loss: 0.6566
Epoch   3 Batch  114/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6264, Loss: 0.6042
Epoch   3 Batch  115/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6261, Loss: 0.6575
Epoch   3 Batch  116/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6222, Loss: 0.6856
Epoch   3 Batch  117/1077 - Train Accuracy: 0.5484, Validation Accuracy: 0.6246, Loss: 0.6683
Epoch   3 Batch  118/1077 - Train Accuracy: 0.5752, Validation Accuracy: 0.6293, Loss: 0.6814
Epoch   3 Batch  119/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6321, Loss: 0.6443
Epoch   3 Batch  120/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6335, Loss: 0.6568
Epoch   3 Batch  121/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6314, Loss: 0.6322
Epoch   3 Batch  122/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6332, Loss: 0.6247
Epoch   3 Batch  123/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6328, Loss: 0.6021
Epoch   3 Batch  124/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6332, Loss: 0.6569
Epoch   3 Batch  125/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6346, Loss: 0.6274
Epoch   3 Batch  126/1077 - Train Accuracy: 0.6228, Validation Accuracy: 0.6307, Loss: 0.6066
Epoch   3 Batch  127/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6335, Loss: 0.6196
Epoch   3 Batch  128/1077 - Train Accuracy: 0.6540, Validation Accuracy: 0.6342, Loss: 0.5944
Epoch   3 Batch  129/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6357, Loss: 0.6198
Epoch   3 Batch  130/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6332, Loss: 0.6067
Epoch   3 Batch  131/1077 - Train Accuracy: 0.5969, Validation Accuracy: 0.6325, Loss: 0.6364
Epoch   3 Batch  132/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6346, Loss: 0.6613
Epoch   3 Batch  133/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6317, Loss: 0.6534
Epoch   3 Batch  134/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6243, Loss: 0.5971
Epoch   3 Batch  135/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6257, Loss: 0.6608
Epoch   3 Batch  136/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6257, Loss: 0.6201
Epoch   3 Batch  137/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6307, Loss: 0.5852
Epoch   3 Batch  138/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6278, Loss: 0.6404
Epoch   3 Batch  139/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6278, Loss: 0.6413
Epoch   3 Batch  140/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6278, Loss: 0.6564
Epoch   3 Batch  141/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6293, Loss: 0.6423
Epoch   3 Batch  142/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6349, Loss: 0.6117
Epoch   3 Batch  143/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6371, Loss: 0.6394
Epoch   3 Batch  144/1077 - Train Accuracy: 0.5535, Validation Accuracy: 0.6371, Loss: 0.6724
Epoch   3 Batch  145/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6325, Loss: 0.6496
Epoch   3 Batch  146/1077 - Train Accuracy: 0.6269, Validation Accuracy: 0.6282, Loss: 0.6410
Epoch   3 Batch  147/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6317, Loss: 0.6691
Epoch   3 Batch  148/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6328, Loss: 0.6257
Epoch   3 Batch  149/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6314, Loss: 0.6364
Epoch   3 Batch  150/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6296, Loss: 0.5980
Epoch   3 Batch  151/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6296, Loss: 0.5878
Epoch   3 Batch  152/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6278, Loss: 0.6347
Epoch   3 Batch  153/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6257, Loss: 0.6508
Epoch   3 Batch  154/1077 - Train Accuracy: 0.5991, Validation Accuracy: 0.6275, Loss: 0.6673
Epoch   3 Batch  155/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6250, Loss: 0.6412
Epoch   3 Batch  156/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6278, Loss: 0.6398
Epoch   3 Batch  157/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6314, Loss: 0.6299
Epoch   3 Batch  158/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6278, Loss: 0.6359
Epoch   3 Batch  159/1077 - Train Accuracy: 0.6112, Validation Accuracy: 0.6293, Loss: 0.5933
Epoch   3 Batch  160/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6278, Loss: 0.6201
Epoch   3 Batch  161/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6261, Loss: 0.6311
Epoch   3 Batch  162/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6268, Loss: 0.6709
Epoch   3 Batch  163/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6282, Loss: 0.6597
Epoch   3 Batch  164/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6261, Loss: 0.6369
Epoch   3 Batch  165/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6261, Loss: 0.6322
Epoch   3 Batch  166/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6236, Loss: 0.6290
Epoch   3 Batch  167/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6268, Loss: 0.6464
Epoch   3 Batch  168/1077 - Train Accuracy: 0.6024, Validation Accuracy: 0.6264, Loss: 0.6670
Epoch   3 Batch  169/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6296, Loss: 0.6131
Epoch   3 Batch  170/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6296, Loss: 0.6648
Epoch   3 Batch  171/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6293, Loss: 0.5877
Epoch   3 Batch  172/1077 - Train Accuracy: 0.6317, Validation Accuracy: 0.6332, Loss: 0.5866
Epoch   3 Batch  173/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6310, Loss: 0.6761
Epoch   3 Batch  174/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6271, Loss: 0.6302
Epoch   3 Batch  175/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6197, Loss: 0.6051
Epoch   3 Batch  176/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6275, Loss: 0.6452
Epoch   3 Batch  177/1077 - Train Accuracy: 0.5946, Validation Accuracy: 0.6286, Loss: 0.6643
Epoch   3 Batch  178/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6314, Loss: 0.6183
Epoch   3 Batch  179/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6325, Loss: 0.6462
Epoch   3 Batch  180/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6349, Loss: 0.6242
Epoch   3 Batch  181/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6325, Loss: 0.6550
Epoch   3 Batch  182/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6335, Loss: 0.6260
Epoch   3 Batch  183/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6289, Loss: 0.6460
Epoch   3 Batch  184/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6328, Loss: 0.6113
Epoch   3 Batch  185/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6339, Loss: 0.6427
Epoch   3 Batch  186/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6271, Loss: 0.6467
Epoch   3 Batch  187/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6317, Loss: 0.6309
Epoch   3 Batch  188/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6314, Loss: 0.6371
Epoch   3 Batch  189/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6314, Loss: 0.6282
Epoch   3 Batch  190/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6286, Loss: 0.6075
Epoch   3 Batch  191/1077 - Train Accuracy: 0.6506, Validation Accuracy: 0.6200, Loss: 0.5749
Epoch   3 Batch  192/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6229, Loss: 0.6333
Epoch   3 Batch  193/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6243, Loss: 0.6074
Epoch   3 Batch  194/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6325, Loss: 0.5838
Epoch   3 Batch  195/1077 - Train Accuracy: 0.5813, Validation Accuracy: 0.6317, Loss: 0.6282
Epoch   3 Batch  196/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6300, Loss: 0.6250
Epoch   3 Batch  197/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6271, Loss: 0.6082
Epoch   3 Batch  198/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6254, Loss: 0.5824
Epoch   3 Batch  199/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6268, Loss: 0.6006
Epoch   3 Batch  200/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6264, Loss: 0.6405
Epoch   3 Batch  201/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6197, Loss: 0.6028
Epoch   3 Batch  202/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6278, Loss: 0.6209
Epoch   3 Batch  203/1077 - Train Accuracy: 0.5832, Validation Accuracy: 0.6278, Loss: 0.6202
Epoch   3 Batch  204/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6254, Loss: 0.6526
Epoch   3 Batch  205/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6239, Loss: 0.6167
Epoch   3 Batch  206/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6232, Loss: 0.6122
Epoch   3 Batch  207/1077 - Train Accuracy: 0.5914, Validation Accuracy: 0.6204, Loss: 0.6308
Epoch   3 Batch  208/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6214, Loss: 0.6098
Epoch   3 Batch  209/1077 - Train Accuracy: 0.6302, Validation Accuracy: 0.6179, Loss: 0.5840
Epoch   3 Batch  210/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6222, Loss: 0.6054
Epoch   3 Batch  211/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6225, Loss: 0.6201
Epoch   3 Batch  212/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6225, Loss: 0.5858
Epoch   3 Batch  213/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6190, Loss: 0.5873
Epoch   3 Batch  214/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6222, Loss: 0.6178
Epoch   3 Batch  215/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6200, Loss: 0.6429
Epoch   3 Batch  216/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6229, Loss: 0.6360
Epoch   3 Batch  217/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6246, Loss: 0.6057
Epoch   3 Batch  218/1077 - Train Accuracy: 0.6061, Validation Accuracy: 0.6342, Loss: 0.6673
Epoch   3 Batch  219/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6385, Loss: 0.6097
Epoch   3 Batch  220/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6378, Loss: 0.6359
Epoch   3 Batch  221/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6388, Loss: 0.6428
Epoch   3 Batch  222/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6392, Loss: 0.6522
Epoch   3 Batch  223/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6367, Loss: 0.5988
Epoch   3 Batch  224/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6293, Loss: 0.6163
Epoch   3 Batch  225/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6197, Loss: 0.6296
Epoch   3 Batch  226/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6229, Loss: 0.6206
Epoch   3 Batch  227/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6293, Loss: 0.6645
Epoch   3 Batch  228/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6261, Loss: 0.6029
Epoch   3 Batch  229/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6282, Loss: 0.6060
Epoch   3 Batch  230/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6328, Loss: 0.5993
Epoch   3 Batch  231/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6335, Loss: 0.6376
Epoch   3 Batch  232/1077 - Train Accuracy: 0.5991, Validation Accuracy: 0.6271, Loss: 0.6513
Epoch   3 Batch  233/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6325, Loss: 0.6512
Epoch   3 Batch  234/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6321, Loss: 0.6118
Epoch   3 Batch  235/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6271, Loss: 0.5750
Epoch   3 Batch  236/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6300, Loss: 0.6364
Epoch   3 Batch  237/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6293, Loss: 0.5840
Epoch   3 Batch  238/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6211, Loss: 0.6127
Epoch   3 Batch  239/1077 - Train Accuracy: 0.6187, Validation Accuracy: 0.6225, Loss: 0.5786
Epoch   3 Batch  240/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6225, Loss: 0.6058
Epoch   3 Batch  241/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6325, Loss: 0.5834
Epoch   3 Batch  242/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6303, Loss: 0.6196
Epoch   3 Batch  243/1077 - Train Accuracy: 0.5613, Validation Accuracy: 0.6310, Loss: 0.6512
Epoch   3 Batch  244/1077 - Train Accuracy: 0.6751, Validation Accuracy: 0.6303, Loss: 0.5860
Epoch   3 Batch  245/1077 - Train Accuracy: 0.6150, Validation Accuracy: 0.6293, Loss: 0.5904
Epoch   3 Batch  246/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6278, Loss: 0.6213
Epoch   3 Batch  247/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6286, Loss: 0.5875
Epoch   3 Batch  248/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6357, Loss: 0.5921
Epoch   3 Batch  249/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6388, Loss: 0.5946
Epoch   3 Batch  250/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6342, Loss: 0.5800
Epoch   3 Batch  251/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6339, Loss: 0.6194
Epoch   3 Batch  252/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6371, Loss: 0.6112
Epoch   3 Batch  253/1077 - Train Accuracy: 0.6353, Validation Accuracy: 0.6385, Loss: 0.5863
Epoch   3 Batch  254/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6307, Loss: 0.6291
Epoch   3 Batch  255/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6250, Loss: 0.6134
Epoch   3 Batch  256/1077 - Train Accuracy: 0.5656, Validation Accuracy: 0.6271, Loss: 0.6631
Epoch   3 Batch  257/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6271, Loss: 0.5992
Epoch   3 Batch  258/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6286, Loss: 0.5902
Epoch   3 Batch  259/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6293, Loss: 0.6179
Epoch   3 Batch  260/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6321, Loss: 0.5803
Epoch   3 Batch  261/1077 - Train Accuracy: 0.6071, Validation Accuracy: 0.6293, Loss: 0.6026
Epoch   3 Batch  262/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6310, Loss: 0.6184
Epoch   3 Batch  263/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6346, Loss: 0.5947
Epoch   3 Batch  264/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6307, Loss: 0.6310
Epoch   3 Batch  265/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6271, Loss: 0.6239
Epoch   3 Batch  266/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6278, Loss: 0.5981
Epoch   3 Batch  267/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6307, Loss: 0.5833
Epoch   3 Batch  268/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6286, Loss: 0.6254
Epoch   3 Batch  269/1077 - Train Accuracy: 0.5884, Validation Accuracy: 0.6303, Loss: 0.6637
Epoch   3 Batch  270/1077 - Train Accuracy: 0.5719, Validation Accuracy: 0.6314, Loss: 0.6500
Epoch   3 Batch  271/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6317, Loss: 0.5947
Epoch   3 Batch  272/1077 - Train Accuracy: 0.6124, Validation Accuracy: 0.6325, Loss: 0.6386
Epoch   3 Batch  273/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6293, Loss: 0.5998
Epoch   3 Batch  274/1077 - Train Accuracy: 0.6317, Validation Accuracy: 0.6321, Loss: 0.5949
Epoch   3 Batch  275/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6286, Loss: 0.5834
Epoch   3 Batch  276/1077 - Train Accuracy: 0.5676, Validation Accuracy: 0.6278, Loss: 0.6466
Epoch   3 Batch  277/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6232, Loss: 0.5741
Epoch   3 Batch  278/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6275, Loss: 0.6453
Epoch   3 Batch  279/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6314, Loss: 0.6690
Epoch   3 Batch  280/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6342, Loss: 0.6256
Epoch   3 Batch  281/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6357, Loss: 0.6327
Epoch   3 Batch  282/1077 - Train Accuracy: 0.5652, Validation Accuracy: 0.6271, Loss: 0.6530
Epoch   3 Batch  283/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6236, Loss: 0.6214
Epoch   3 Batch  284/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6286, Loss: 0.6480
Epoch   3 Batch  285/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6317, Loss: 0.5849
Epoch   3 Batch  286/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6335, Loss: 0.5849
Epoch   3 Batch  287/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6310, Loss: 0.6090
Epoch   3 Batch  288/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6271, Loss: 0.6490
Epoch   3 Batch  289/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6264, Loss: 0.6159
Epoch   3 Batch  290/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6243, Loss: 0.6314
Epoch   3 Batch  291/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6232, Loss: 0.6277
Epoch   3 Batch  292/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6243, Loss: 0.5988
Epoch   3 Batch  293/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6264, Loss: 0.6441
Epoch   3 Batch  294/1077 - Train Accuracy: 0.6392, Validation Accuracy: 0.6296, Loss: 0.5794
Epoch   3 Batch  295/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6346, Loss: 0.6552
Epoch   3 Batch  296/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6342, Loss: 0.5739
Epoch   3 Batch  297/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6360, Loss: 0.6461
Epoch   3 Batch  298/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6332, Loss: 0.6592
Epoch   3 Batch  299/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6286, Loss: 0.5899
Epoch   3 Batch  300/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6282, Loss: 0.6216
Epoch   3 Batch  301/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6307, Loss: 0.6046
Epoch   3 Batch  302/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6214, Loss: 0.6074
Epoch   3 Batch  303/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6254, Loss: 0.6295
Epoch   3 Batch  304/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6261, Loss: 0.5814
Epoch   3 Batch  305/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6275, Loss: 0.6056
Epoch   3 Batch  306/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6207, Loss: 0.5968
Epoch   3 Batch  307/1077 - Train Accuracy: 0.5978, Validation Accuracy: 0.6250, Loss: 0.6098
Epoch   3 Batch  308/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6264, Loss: 0.6626
Epoch   3 Batch  309/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6321, Loss: 0.5708
Epoch   3 Batch  310/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6310, Loss: 0.6357
Epoch   3 Batch  311/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6303, Loss: 0.5931
Epoch   3 Batch  312/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6339, Loss: 0.6465
Epoch   3 Batch  313/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6360, Loss: 0.5925
Epoch   3 Batch  314/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6325, Loss: 0.5997
Epoch   3 Batch  315/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6346, Loss: 0.5781
Epoch   3 Batch  316/1077 - Train Accuracy: 0.6146, Validation Accuracy: 0.6303, Loss: 0.5761
Epoch   3 Batch  317/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6332, Loss: 0.6504
Epoch   3 Batch  318/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6374, Loss: 0.6261
Epoch   3 Batch  319/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6360, Loss: 0.6044
Epoch   3 Batch  320/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6374, Loss: 0.6136
Epoch   3 Batch  321/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6346, Loss: 0.6040
Epoch   3 Batch  322/1077 - Train Accuracy: 0.6075, Validation Accuracy: 0.6321, Loss: 0.5900
Epoch   3 Batch  323/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6239, Loss: 0.6137
Epoch   3 Batch  324/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6246, Loss: 0.6153
Epoch   3 Batch  325/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6250, Loss: 0.5810
Epoch   3 Batch  326/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6236, Loss: 0.5926
Epoch   3 Batch  327/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6200, Loss: 0.6286
Epoch   3 Batch  328/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6222, Loss: 0.6045
Epoch   3 Batch  329/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6204, Loss: 0.6336
Epoch   3 Batch  330/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6218, Loss: 0.6031
Epoch   3 Batch  331/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6158, Loss: 0.6241
Epoch   3 Batch  332/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6229, Loss: 0.5559
Epoch   3 Batch  333/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6229, Loss: 0.6227
Epoch   3 Batch  334/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6151, Loss: 0.6042
Epoch   3 Batch  335/1077 - Train Accuracy: 0.6283, Validation Accuracy: 0.6204, Loss: 0.5739
Epoch   3 Batch  336/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6214, Loss: 0.6231
Epoch   3 Batch  337/1077 - Train Accuracy: 0.5809, Validation Accuracy: 0.6222, Loss: 0.6403
Epoch   3 Batch  338/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6225, Loss: 0.6399
Epoch   3 Batch  339/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6197, Loss: 0.5890
Epoch   3 Batch  340/1077 - Train Accuracy: 0.5942, Validation Accuracy: 0.6197, Loss: 0.6079
Epoch   3 Batch  341/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6183, Loss: 0.6433
Epoch   3 Batch  342/1077 - Train Accuracy: 0.6194, Validation Accuracy: 0.6190, Loss: 0.5784
Epoch   3 Batch  343/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6190, Loss: 0.6219
Epoch   3 Batch  344/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6214, Loss: 0.6138
Epoch   3 Batch  345/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6211, Loss: 0.5913
Epoch   3 Batch  346/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6286, Loss: 0.6072
Epoch   3 Batch  347/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6282, Loss: 0.5715
Epoch   3 Batch  348/1077 - Train Accuracy: 0.5952, Validation Accuracy: 0.6278, Loss: 0.5882
Epoch   3 Batch  349/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6296, Loss: 0.6071
Epoch   3 Batch  350/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6278, Loss: 0.6268
Epoch   3 Batch  351/1077 - Train Accuracy: 0.5785, Validation Accuracy: 0.6268, Loss: 0.6448
Epoch   3 Batch  352/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6317, Loss: 0.6150
Epoch   3 Batch  353/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6314, Loss: 0.6553
Epoch   3 Batch  354/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6172, Loss: 0.6301
Epoch   3 Batch  355/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6151, Loss: 0.6006
Epoch   3 Batch  356/1077 - Train Accuracy: 0.5965, Validation Accuracy: 0.6151, Loss: 0.6079
Epoch   3 Batch  357/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6140, Loss: 0.5739
Epoch   3 Batch  358/1077 - Train Accuracy: 0.5950, Validation Accuracy: 0.6200, Loss: 0.6425
Epoch   3 Batch  359/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6243, Loss: 0.6240
Epoch   3 Batch  360/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6239, Loss: 0.6132
Epoch   3 Batch  361/1077 - Train Accuracy: 0.6361, Validation Accuracy: 0.6261, Loss: 0.6308
Epoch   3 Batch  362/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6264, Loss: 0.5978
Epoch   3 Batch  363/1077 - Train Accuracy: 0.5727, Validation Accuracy: 0.6250, Loss: 0.6330
Epoch   3 Batch  364/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6232, Loss: 0.6331
Epoch   3 Batch  365/1077 - Train Accuracy: 0.5762, Validation Accuracy: 0.6236, Loss: 0.6080
Epoch   3 Batch  366/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6239, Loss: 0.6264
Epoch   3 Batch  367/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6236, Loss: 0.5395
Epoch   3 Batch  368/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6303, Loss: 0.6080
Epoch   3 Batch  369/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6268, Loss: 0.5971
Epoch   3 Batch  370/1077 - Train Accuracy: 0.6198, Validation Accuracy: 0.6243, Loss: 0.5876
Epoch   3 Batch  371/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6197, Loss: 0.6004
Epoch   3 Batch  372/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6264, Loss: 0.5894
Epoch   3 Batch  373/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6271, Loss: 0.5561
Epoch   3 Batch  374/1077 - Train Accuracy: 0.5746, Validation Accuracy: 0.6268, Loss: 0.6479
Epoch   3 Batch  375/1077 - Train Accuracy: 0.6491, Validation Accuracy: 0.6211, Loss: 0.5632
Epoch   3 Batch  376/1077 - Train Accuracy: 0.6385, Validation Accuracy: 0.6204, Loss: 0.5784
Epoch   3 Batch  377/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6211, Loss: 0.6190
Epoch   3 Batch  378/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6197, Loss: 0.5730
Epoch   3 Batch  379/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6236, Loss: 0.6111
Epoch   3 Batch  380/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6268, Loss: 0.5996
Epoch   3 Batch  381/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6257, Loss: 0.6218
Epoch   3 Batch  382/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6289, Loss: 0.6229
Epoch   3 Batch  383/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6286, Loss: 0.5905
Epoch   3 Batch  384/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6275, Loss: 0.5960
Epoch   3 Batch  385/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6257, Loss: 0.6266
Epoch   3 Batch  386/1077 - Train Accuracy: 0.5818, Validation Accuracy: 0.6264, Loss: 0.6045
Epoch   3 Batch  387/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6282, Loss: 0.5838
Epoch   3 Batch  388/1077 - Train Accuracy: 0.6142, Validation Accuracy: 0.6264, Loss: 0.5981
Epoch   3 Batch  389/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6254, Loss: 0.5977
Epoch   3 Batch  390/1077 - Train Accuracy: 0.5773, Validation Accuracy: 0.6278, Loss: 0.6318
Epoch   3 Batch  391/1077 - Train Accuracy: 0.6269, Validation Accuracy: 0.6261, Loss: 0.5930
Epoch   3 Batch  392/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6286, Loss: 0.5840
Epoch   3 Batch  393/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6254, Loss: 0.5639
Epoch   3 Batch  394/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6310, Loss: 0.6195
Epoch   3 Batch  395/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6321, Loss: 0.5694
Epoch   3 Batch  396/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6385, Loss: 0.6205
Epoch   3 Batch  397/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6371, Loss: 0.5970
Epoch   3 Batch  398/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6325, Loss: 0.6272
Epoch   3 Batch  399/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6282, Loss: 0.6468
Epoch   3 Batch  400/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6296, Loss: 0.6113
Epoch   3 Batch  401/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6310, Loss: 0.5948
Epoch   3 Batch  402/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6317, Loss: 0.5668
Epoch   3 Batch  403/1077 - Train Accuracy: 0.5977, Validation Accuracy: 0.6296, Loss: 0.6208
Epoch   3 Batch  404/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6293, Loss: 0.5733
Epoch   3 Batch  405/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6275, Loss: 0.6587
Epoch   3 Batch  406/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6282, Loss: 0.5852
Epoch   3 Batch  407/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6374, Loss: 0.6347
Epoch   3 Batch  408/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6353, Loss: 0.6067
Epoch   3 Batch  409/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6357, Loss: 0.6180
Epoch   3 Batch  410/1077 - Train Accuracy: 0.5843, Validation Accuracy: 0.6371, Loss: 0.6187
Epoch   3 Batch  411/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6371, Loss: 0.5781
Epoch   3 Batch  412/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6317, Loss: 0.5914
Epoch   3 Batch  413/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6314, Loss: 0.6010
Epoch   3 Batch  414/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6332, Loss: 0.6368
Epoch   3 Batch  415/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6296, Loss: 0.5604
Epoch   3 Batch  416/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6353, Loss: 0.6125
Epoch   3 Batch  417/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6374, Loss: 0.6071
Epoch   3 Batch  418/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6349, Loss: 0.5958
Epoch   3 Batch  419/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6406, Loss: 0.6093
Epoch   3 Batch  420/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6328, Loss: 0.5868
Epoch   3 Batch  421/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6310, Loss: 0.6172
Epoch   3 Batch  422/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6346, Loss: 0.5857
Epoch   3 Batch  423/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6328, Loss: 0.6094
Epoch   3 Batch  424/1077 - Train Accuracy: 0.5738, Validation Accuracy: 0.6328, Loss: 0.6173
Epoch   3 Batch  425/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6293, Loss: 0.5877
Epoch   3 Batch  426/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6314, Loss: 0.6159
Epoch   3 Batch  427/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6310, Loss: 0.5952
Epoch   3 Batch  428/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6335, Loss: 0.5619
Epoch   3 Batch  429/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6396, Loss: 0.5835
Epoch   3 Batch  430/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6399, Loss: 0.5970
Epoch   3 Batch  431/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6424, Loss: 0.6077
Epoch   3 Batch  432/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6364, Loss: 0.5918
Epoch   3 Batch  433/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6374, Loss: 0.6152
Epoch   3 Batch  434/1077 - Train Accuracy: 0.5840, Validation Accuracy: 0.6371, Loss: 0.6242
Epoch   3 Batch  435/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6378, Loss: 0.6185
Epoch   3 Batch  436/1077 - Train Accuracy: 0.6298, Validation Accuracy: 0.6388, Loss: 0.5865
Epoch   3 Batch  437/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6388, Loss: 0.6222
Epoch   3 Batch  438/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6406, Loss: 0.6048
Epoch   3 Batch  439/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6374, Loss: 0.6214
Epoch   3 Batch  440/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6385, Loss: 0.6193
Epoch   3 Batch  441/1077 - Train Accuracy: 0.5875, Validation Accuracy: 0.6367, Loss: 0.5920
Epoch   3 Batch  442/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6346, Loss: 0.5826
Epoch   3 Batch  443/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6296, Loss: 0.5786
Epoch   3 Batch  444/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6310, Loss: 0.5993
Epoch   3 Batch  445/1077 - Train Accuracy: 0.5748, Validation Accuracy: 0.6207, Loss: 0.6300
Epoch   3 Batch  446/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6197, Loss: 0.5552
Epoch   3 Batch  447/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6225, Loss: 0.6064
Epoch   3 Batch  448/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6193, Loss: 0.6072
Epoch   3 Batch  449/1077 - Train Accuracy: 0.5758, Validation Accuracy: 0.6204, Loss: 0.6271
Epoch   3 Batch  450/1077 - Train Accuracy: 0.5953, Validation Accuracy: 0.6236, Loss: 0.5729
Epoch   3 Batch  451/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6225, Loss: 0.5681
Epoch   3 Batch  452/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6278, Loss: 0.6137
Epoch   3 Batch  453/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6307, Loss: 0.5742
Epoch   3 Batch  454/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6310, Loss: 0.6158
Epoch   3 Batch  455/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6293, Loss: 0.5727
Epoch   3 Batch  456/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6261, Loss: 0.6046
Epoch   3 Batch  457/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6243, Loss: 0.5697
Epoch   3 Batch  458/1077 - Train Accuracy: 0.5723, Validation Accuracy: 0.6243, Loss: 0.6023
Epoch   3 Batch  459/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6264, Loss: 0.5683
Epoch   3 Batch  460/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6264, Loss: 0.6154
Epoch   3 Batch  461/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6250, Loss: 0.5967
Epoch   3 Batch  462/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6325, Loss: 0.5923
Epoch   3 Batch  463/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6310, Loss: 0.6150
Epoch   3 Batch  464/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6261, Loss: 0.5871
Epoch   3 Batch  465/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6246, Loss: 0.6609
Epoch   3 Batch  466/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6250, Loss: 0.5993
Epoch   3 Batch  467/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6257, Loss: 0.5686
Epoch   3 Batch  468/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6246, Loss: 0.6000
Epoch   3 Batch  469/1077 - Train Accuracy: 0.5668, Validation Accuracy: 0.6268, Loss: 0.6223
Epoch   3 Batch  470/1077 - Train Accuracy: 0.5715, Validation Accuracy: 0.6229, Loss: 0.6226
Epoch   3 Batch  471/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6261, Loss: 0.5848
Epoch   3 Batch  472/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6257, Loss: 0.5670
Epoch   3 Batch  473/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6303, Loss: 0.6159
Epoch   3 Batch  474/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6282, Loss: 0.6134
Epoch   3 Batch  475/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6261, Loss: 0.5890
Epoch   3 Batch  476/1077 - Train Accuracy: 0.5925, Validation Accuracy: 0.6261, Loss: 0.6001
Epoch   3 Batch  477/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6264, Loss: 0.5653
Epoch   3 Batch  478/1077 - Train Accuracy: 0.6024, Validation Accuracy: 0.6264, Loss: 0.6383
Epoch   3 Batch  479/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6236, Loss: 0.6235
Epoch   3 Batch  480/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6289, Loss: 0.5982
Epoch   3 Batch  481/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6282, Loss: 0.6004
Epoch   3 Batch  482/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6278, Loss: 0.6396
Epoch   3 Batch  483/1077 - Train Accuracy: 0.5797, Validation Accuracy: 0.6293, Loss: 0.6035
Epoch   3 Batch  484/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6271, Loss: 0.5895
Epoch   3 Batch  485/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6218, Loss: 0.6067
Epoch   3 Batch  486/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6246, Loss: 0.6024
Epoch   3 Batch  487/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6236, Loss: 0.6257
Epoch   3 Batch  488/1077 - Train Accuracy: 0.6073, Validation Accuracy: 0.6271, Loss: 0.6070
Epoch   3 Batch  489/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6246, Loss: 0.5722
Epoch   3 Batch  490/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6261, Loss: 0.6072
Epoch   3 Batch  491/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6303, Loss: 0.5836
Epoch   3 Batch  492/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6275, Loss: 0.6227
Epoch   3 Batch  493/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6371, Loss: 0.5550
Epoch   3 Batch  494/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6339, Loss: 0.5721
Epoch   3 Batch  495/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6364, Loss: 0.5780
Epoch   3 Batch  496/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6364, Loss: 0.6093
Epoch   3 Batch  497/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6381, Loss: 0.6556
Epoch   3 Batch  498/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6388, Loss: 0.5790
Epoch   3 Batch  499/1077 - Train Accuracy: 0.6042, Validation Accuracy: 0.6360, Loss: 0.5777
Epoch   3 Batch  500/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6364, Loss: 0.5889
Epoch   3 Batch  501/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6360, Loss: 0.5857
Epoch   3 Batch  502/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6381, Loss: 0.5859
Epoch   3 Batch  503/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6374, Loss: 0.5972
Epoch   3 Batch  504/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6367, Loss: 0.6008
Epoch   3 Batch  505/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6406, Loss: 0.5430
Epoch   3 Batch  506/1077 - Train Accuracy: 0.5945, Validation Accuracy: 0.6403, Loss: 0.5965
Epoch   3 Batch  507/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6399, Loss: 0.5824
Epoch   3 Batch  508/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6282, Loss: 0.5758
Epoch   3 Batch  509/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6300, Loss: 0.6097
Epoch   3 Batch  510/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6254, Loss: 0.5752
Epoch   3 Batch  511/1077 - Train Accuracy: 0.5979, Validation Accuracy: 0.6261, Loss: 0.6080
Epoch   3 Batch  512/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6268, Loss: 0.5854
Epoch   3 Batch  513/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6353, Loss: 0.5981
Epoch   3 Batch  514/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6342, Loss: 0.6018
Epoch   3 Batch  515/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6353, Loss: 0.6263
Epoch   3 Batch  516/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6388, Loss: 0.5430
Epoch   3 Batch  517/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6388, Loss: 0.5851
Epoch   3 Batch  518/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6406, Loss: 0.5783
Epoch   3 Batch  519/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6410, Loss: 0.5939
Epoch   3 Batch  520/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6417, Loss: 0.5538
Epoch   3 Batch  521/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6392, Loss: 0.5710
Epoch   3 Batch  522/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6335, Loss: 0.6151
Epoch   3 Batch  523/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6339, Loss: 0.5978
Epoch   3 Batch  524/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6339, Loss: 0.6075
Epoch   3 Batch  525/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6357, Loss: 0.5727
Epoch   3 Batch  526/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6342, Loss: 0.5885
Epoch   3 Batch  527/1077 - Train Accuracy: 0.6057, Validation Accuracy: 0.6406, Loss: 0.6022
Epoch   3 Batch  528/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6406, Loss: 0.5846
Epoch   3 Batch  529/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6420, Loss: 0.5812
Epoch   3 Batch  530/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6410, Loss: 0.6033
Epoch   3 Batch  531/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6413, Loss: 0.5921
Epoch   3 Batch  532/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6406, Loss: 0.6264
Epoch   3 Batch  533/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6435, Loss: 0.6056
Epoch   3 Batch  534/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6428, Loss: 0.5759
Epoch   3 Batch  535/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6438, Loss: 0.5933
Epoch   3 Batch  536/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6431, Loss: 0.5724
Epoch   3 Batch  537/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6367, Loss: 0.5962
Epoch   3 Batch  538/1077 - Train Accuracy: 0.6403, Validation Accuracy: 0.6346, Loss: 0.5543
Epoch   3 Batch  539/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6360, Loss: 0.6049
Epoch   3 Batch  540/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6381, Loss: 0.5565
Epoch   3 Batch  541/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6392, Loss: 0.5984
Epoch   3 Batch  542/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6385, Loss: 0.5840
Epoch   3 Batch  543/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6353, Loss: 0.6018
Epoch   3 Batch  544/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6307, Loss: 0.5926
Epoch   3 Batch  545/1077 - Train Accuracy: 0.6023, Validation Accuracy: 0.6339, Loss: 0.6242
Epoch   3 Batch  546/1077 - Train Accuracy: 0.5836, Validation Accuracy: 0.6378, Loss: 0.6192
Epoch   3 Batch  547/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6406, Loss: 0.5759
Epoch   3 Batch  548/1077 - Train Accuracy: 0.6035, Validation Accuracy: 0.6371, Loss: 0.6033
Epoch   3 Batch  549/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6413, Loss: 0.6233
Epoch   3 Batch  550/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6406, Loss: 0.6247
Epoch   3 Batch  551/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6420, Loss: 0.6050
Epoch   3 Batch  552/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6438, Loss: 0.6046
Epoch   3 Batch  553/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6417, Loss: 0.5876
Epoch   3 Batch  554/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6413, Loss: 0.5978
Epoch   3 Batch  555/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6317, Loss: 0.5885
Epoch   3 Batch  556/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6286, Loss: 0.5710
Epoch   3 Batch  557/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6296, Loss: 0.5940
Epoch   3 Batch  558/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6321, Loss: 0.5850
Epoch   3 Batch  559/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6364, Loss: 0.5806
Epoch   3 Batch  560/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6374, Loss: 0.5677
Epoch   3 Batch  561/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6381, Loss: 0.5680
Epoch   3 Batch  562/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6428, Loss: 0.5517
Epoch   3 Batch  563/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6406, Loss: 0.6180
Epoch   3 Batch  564/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6357, Loss: 0.6253
Epoch   3 Batch  565/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6296, Loss: 0.5739
Epoch   3 Batch  566/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6289, Loss: 0.6099
Epoch   3 Batch  567/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6232, Loss: 0.5892
Epoch   3 Batch  568/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6278, Loss: 0.5805
Epoch   3 Batch  569/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6286, Loss: 0.5846
Epoch   3 Batch  570/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6310, Loss: 0.6070
Epoch   3 Batch  571/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6310, Loss: 0.5527
Epoch   3 Batch  572/1077 - Train Accuracy: 0.6339, Validation Accuracy: 0.6275, Loss: 0.5427
Epoch   3 Batch  573/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6314, Loss: 0.5863
Epoch   3 Batch  574/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6307, Loss: 0.6066
Epoch   3 Batch  575/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6261, Loss: 0.5901
Epoch   3 Batch  576/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6246, Loss: 0.6059
Epoch   3 Batch  577/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6286, Loss: 0.6117
Epoch   3 Batch  578/1077 - Train Accuracy: 0.5918, Validation Accuracy: 0.6257, Loss: 0.6045
Epoch   3 Batch  579/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6243, Loss: 0.5747
Epoch   3 Batch  580/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6282, Loss: 0.5365
Epoch   3 Batch  581/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6282, Loss: 0.5675
Epoch   3 Batch  582/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6332, Loss: 0.5755
Epoch   3 Batch  583/1077 - Train Accuracy: 0.5913, Validation Accuracy: 0.6381, Loss: 0.6098
Epoch   3 Batch  584/1077 - Train Accuracy: 0.6120, Validation Accuracy: 0.6357, Loss: 0.5837
Epoch   3 Batch  585/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6360, Loss: 0.5501
Epoch   3 Batch  586/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6371, Loss: 0.6200
Epoch   3 Batch  587/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6374, Loss: 0.5615
Epoch   3 Batch  588/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6392, Loss: 0.5895
Epoch   3 Batch  589/1077 - Train Accuracy: 0.5975, Validation Accuracy: 0.6396, Loss: 0.6091
Epoch   3 Batch  590/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6317, Loss: 0.6094
Epoch   3 Batch  591/1077 - Train Accuracy: 0.6502, Validation Accuracy: 0.6293, Loss: 0.5405
Epoch   3 Batch  592/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6257, Loss: 0.5935
Epoch   3 Batch  593/1077 - Train Accuracy: 0.6265, Validation Accuracy: 0.6236, Loss: 0.5643
Epoch   3 Batch  594/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6254, Loss: 0.5876
Epoch   3 Batch  595/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6261, Loss: 0.5918
Epoch   3 Batch  596/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6317, Loss: 0.5969
Epoch   3 Batch  597/1077 - Train Accuracy: 0.5895, Validation Accuracy: 0.6332, Loss: 0.5950
Epoch   3 Batch  598/1077 - Train Accuracy: 0.6220, Validation Accuracy: 0.6332, Loss: 0.5621
Epoch   3 Batch  599/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6374, Loss: 0.6282
Epoch   3 Batch  600/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6392, Loss: 0.5450
Epoch   3 Batch  601/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6371, Loss: 0.5769
Epoch   3 Batch  602/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6353, Loss: 0.5753
Epoch   3 Batch  603/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6328, Loss: 0.5756
Epoch   3 Batch  604/1077 - Train Accuracy: 0.5867, Validation Accuracy: 0.6335, Loss: 0.6060
Epoch   3 Batch  605/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6342, Loss: 0.6142
Epoch   3 Batch  606/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6314, Loss: 0.5505
Epoch   3 Batch  607/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6321, Loss: 0.5415
Epoch   3 Batch  608/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6328, Loss: 0.6143
Epoch   3 Batch  609/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6328, Loss: 0.5914
Epoch   3 Batch  610/1077 - Train Accuracy: 0.5966, Validation Accuracy: 0.6385, Loss: 0.6065
Epoch   3 Batch  611/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6392, Loss: 0.5903
Epoch   3 Batch  612/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6360, Loss: 0.5541
Epoch   3 Batch  613/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6339, Loss: 0.6148
Epoch   3 Batch  614/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6349, Loss: 0.5596
Epoch   3 Batch  615/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6314, Loss: 0.5749
Epoch   3 Batch  616/1077 - Train Accuracy: 0.5917, Validation Accuracy: 0.6254, Loss: 0.6115
Epoch   3 Batch  617/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6268, Loss: 0.5670
Epoch   3 Batch  618/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6264, Loss: 0.5817
Epoch   3 Batch  619/1077 - Train Accuracy: 0.5728, Validation Accuracy: 0.6257, Loss: 0.6088
Epoch   3 Batch  620/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6243, Loss: 0.5680
Epoch   3 Batch  621/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6339, Loss: 0.5690
Epoch   3 Batch  622/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6307, Loss: 0.6190
Epoch   3 Batch  623/1077 - Train Accuracy: 0.5898, Validation Accuracy: 0.6286, Loss: 0.5966
Epoch   3 Batch  624/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6321, Loss: 0.5556
Epoch   3 Batch  625/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6374, Loss: 0.5871
Epoch   3 Batch  626/1077 - Train Accuracy: 0.6665, Validation Accuracy: 0.6388, Loss: 0.5234
Epoch   3 Batch  627/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6374, Loss: 0.5933
Epoch   3 Batch  628/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6364, Loss: 0.6016
Epoch   3 Batch  629/1077 - Train Accuracy: 0.5909, Validation Accuracy: 0.6353, Loss: 0.5984
Epoch   3 Batch  630/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6413, Loss: 0.5817
Epoch   3 Batch  631/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6388, Loss: 0.5605
Epoch   3 Batch  632/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6378, Loss: 0.5960
Epoch   3 Batch  633/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6367, Loss: 0.5785
Epoch   3 Batch  634/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6364, Loss: 0.5527
Epoch   3 Batch  635/1077 - Train Accuracy: 0.6036, Validation Accuracy: 0.6406, Loss: 0.6206
Epoch   3 Batch  636/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6417, Loss: 0.5668
Epoch   3 Batch  637/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6431, Loss: 0.6003
Epoch   3 Batch  638/1077 - Train Accuracy: 0.5889, Validation Accuracy: 0.6420, Loss: 0.5640
Epoch   3 Batch  639/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6403, Loss: 0.5804
Epoch   3 Batch  640/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6403, Loss: 0.5649
Epoch   3 Batch  641/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6456, Loss: 0.5800
Epoch   3 Batch  642/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6452, Loss: 0.5761
Epoch   3 Batch  643/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6467, Loss: 0.5487
Epoch   3 Batch  644/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6456, Loss: 0.5648
Epoch   3 Batch  645/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6470, Loss: 0.5557
Epoch   3 Batch  646/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6460, Loss: 0.5661
Epoch   3 Batch  647/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6460, Loss: 0.5828
Epoch   3 Batch  648/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6477, Loss: 0.5606
Epoch   3 Batch  649/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6420, Loss: 0.5954
Epoch   3 Batch  650/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6413, Loss: 0.5938
Epoch   3 Batch  651/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6431, Loss: 0.5745
Epoch   3 Batch  652/1077 - Train Accuracy: 0.6123, Validation Accuracy: 0.6442, Loss: 0.6134
Epoch   3 Batch  653/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6449, Loss: 0.5852
Epoch   3 Batch  654/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6420, Loss: 0.5662
Epoch   3 Batch  655/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6385, Loss: 0.5926
Epoch   3 Batch  656/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6381, Loss: 0.5827
Epoch   3 Batch  657/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6364, Loss: 0.5962
Epoch   3 Batch  658/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6431, Loss: 0.5649
Epoch   3 Batch  659/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6406, Loss: 0.5496
Epoch   3 Batch  660/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6428, Loss: 0.5923
Epoch   3 Batch  661/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6417, Loss: 0.5402
Epoch   3 Batch  662/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6381, Loss: 0.5535
Epoch   3 Batch  663/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6392, Loss: 0.5602
Epoch   3 Batch  664/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6310, Loss: 0.5625
Epoch   3 Batch  665/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6243, Loss: 0.5948
Epoch   3 Batch  666/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6232, Loss: 0.6116
Epoch   3 Batch  667/1077 - Train Accuracy: 0.5900, Validation Accuracy: 0.6275, Loss: 0.6080
Epoch   3 Batch  668/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6296, Loss: 0.5616
Epoch   3 Batch  669/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6321, Loss: 0.5678
Epoch   3 Batch  670/1077 - Train Accuracy: 0.6683, Validation Accuracy: 0.6328, Loss: 0.5355
Epoch   3 Batch  671/1077 - Train Accuracy: 0.5925, Validation Accuracy: 0.6314, Loss: 0.6199
Epoch   3 Batch  672/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6275, Loss: 0.5670
Epoch   3 Batch  673/1077 - Train Accuracy: 0.6202, Validation Accuracy: 0.6286, Loss: 0.5534
Epoch   3 Batch  674/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6268, Loss: 0.5790
Epoch   3 Batch  675/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6325, Loss: 0.5674
Epoch   3 Batch  676/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6349, Loss: 0.5917
Epoch   3 Batch  677/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6385, Loss: 0.6051
Epoch   3 Batch  678/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6424, Loss: 0.5566
Epoch   3 Batch  679/1077 - Train Accuracy: 0.6131, Validation Accuracy: 0.6378, Loss: 0.6029
Epoch   3 Batch  680/1077 - Train Accuracy: 0.6202, Validation Accuracy: 0.6335, Loss: 0.5683
Epoch   3 Batch  681/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6353, Loss: 0.5943
Epoch   3 Batch  682/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6339, Loss: 0.5943
Epoch   3 Batch  683/1077 - Train Accuracy: 0.5906, Validation Accuracy: 0.6371, Loss: 0.5791
Epoch   3 Batch  684/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6357, Loss: 0.5679
Epoch   3 Batch  685/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6367, Loss: 0.5832
Epoch   3 Batch  686/1077 - Train Accuracy: 0.6347, Validation Accuracy: 0.6406, Loss: 0.5514
Epoch   3 Batch  687/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6385, Loss: 0.6030
Epoch   3 Batch  688/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6413, Loss: 0.5739
Epoch   3 Batch  689/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6424, Loss: 0.5779
Epoch   3 Batch  690/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6364, Loss: 0.5734
Epoch   3 Batch  691/1077 - Train Accuracy: 0.6090, Validation Accuracy: 0.6371, Loss: 0.6311
Epoch   3 Batch  692/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6378, Loss: 0.5435
Epoch   3 Batch  693/1077 - Train Accuracy: 0.5744, Validation Accuracy: 0.6399, Loss: 0.6511
Epoch   3 Batch  694/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6406, Loss: 0.5455
Epoch   3 Batch  695/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6417, Loss: 0.5553
Epoch   3 Batch  696/1077 - Train Accuracy: 0.5933, Validation Accuracy: 0.6403, Loss: 0.6262
Epoch   3 Batch  697/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6381, Loss: 0.5528
Epoch   3 Batch  698/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6360, Loss: 0.5539
Epoch   3 Batch  699/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.6310, Loss: 0.6027
Epoch   3 Batch  700/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6310, Loss: 0.5690
Epoch   3 Batch  701/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6310, Loss: 0.5989
Epoch   3 Batch  702/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6296, Loss: 0.5649
Epoch   3 Batch  703/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6275, Loss: 0.5998
Epoch   3 Batch  704/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6246, Loss: 0.5939
Epoch   3 Batch  705/1077 - Train Accuracy: 0.6493, Validation Accuracy: 0.6222, Loss: 0.6333
Epoch   3 Batch  706/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6243, Loss: 0.5693
Epoch   3 Batch  707/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6243, Loss: 0.5900
Epoch   3 Batch  708/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6236, Loss: 0.5895
Epoch   3 Batch  709/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6264, Loss: 0.6034
Epoch   3 Batch  710/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6268, Loss: 0.5781
Epoch   3 Batch  711/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6264, Loss: 0.5985
Epoch   3 Batch  712/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6275, Loss: 0.5675
Epoch   3 Batch  713/1077 - Train Accuracy: 0.6413, Validation Accuracy: 0.6300, Loss: 0.5262
Epoch   3 Batch  714/1077 - Train Accuracy: 0.6001, Validation Accuracy: 0.6246, Loss: 0.6172
Epoch   3 Batch  715/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6257, Loss: 0.6238
Epoch   3 Batch  716/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6211, Loss: 0.5618
Epoch   3 Batch  717/1077 - Train Accuracy: 0.5736, Validation Accuracy: 0.5948, Loss: 0.6052
Epoch   3 Batch  718/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.5927, Loss: 0.6078
Epoch   3 Batch  719/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6097, Loss: 0.5828
Epoch   3 Batch  720/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6214, Loss: 0.6175
Epoch   3 Batch  721/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6183, Loss: 0.6053
Epoch   3 Batch  722/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6310, Loss: 0.5906
Epoch   3 Batch  723/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6278, Loss: 0.5731
Epoch   3 Batch  724/1077 - Train Accuracy: 0.5835, Validation Accuracy: 0.6158, Loss: 0.6093
Epoch   3 Batch  725/1077 - Train Accuracy: 0.6038, Validation Accuracy: 0.6282, Loss: 0.5678
Epoch   3 Batch  726/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6264, Loss: 0.5625
Epoch   3 Batch  727/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6325, Loss: 0.5480
Epoch   3 Batch  728/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6307, Loss: 0.5807
Epoch   3 Batch  729/1077 - Train Accuracy: 0.5742, Validation Accuracy: 0.6317, Loss: 0.6080
Epoch   3 Batch  730/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6317, Loss: 0.5920
Epoch   3 Batch  731/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6353, Loss: 0.5854
Epoch   3 Batch  732/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6349, Loss: 0.6001
Epoch   3 Batch  733/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6346, Loss: 0.5764
Epoch   3 Batch  734/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6342, Loss: 0.6151
Epoch   3 Batch  735/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6431, Loss: 0.5629
Epoch   3 Batch  736/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6424, Loss: 0.5823
Epoch   3 Batch  737/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6388, Loss: 0.6193
Epoch   3 Batch  738/1077 - Train Accuracy: 0.6634, Validation Accuracy: 0.6321, Loss: 0.5087
Epoch   3 Batch  739/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6300, Loss: 0.5633
Epoch   3 Batch  740/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6286, Loss: 0.5663
Epoch   3 Batch  741/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6307, Loss: 0.5717
Epoch   3 Batch  742/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6325, Loss: 0.5828
Epoch   3 Batch  743/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6346, Loss: 0.5817
Epoch   3 Batch  744/1077 - Train Accuracy: 0.6417, Validation Accuracy: 0.6381, Loss: 0.5401
Epoch   3 Batch  745/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6378, Loss: 0.5620
Epoch   3 Batch  746/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6374, Loss: 0.5616
Epoch   3 Batch  747/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6335, Loss: 0.5482
Epoch   3 Batch  748/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6332, Loss: 0.5625
Epoch   3 Batch  749/1077 - Train Accuracy: 0.5961, Validation Accuracy: 0.6342, Loss: 0.5879
Epoch   3 Batch  750/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6307, Loss: 0.5718
Epoch   3 Batch  751/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6325, Loss: 0.5627
Epoch   3 Batch  752/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6342, Loss: 0.5360
Epoch   3 Batch  753/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6360, Loss: 0.5600
Epoch   3 Batch  754/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6364, Loss: 0.5875
Epoch   3 Batch  755/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6378, Loss: 0.5759
Epoch   3 Batch  756/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6406, Loss: 0.5506
Epoch   3 Batch  757/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6342, Loss: 0.5876
Epoch   3 Batch  758/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6342, Loss: 0.5333
Epoch   3 Batch  759/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6321, Loss: 0.5260
Epoch   3 Batch  760/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6335, Loss: 0.5762
Epoch   3 Batch  761/1077 - Train Accuracy: 0.5917, Validation Accuracy: 0.6342, Loss: 0.5910
Epoch   3 Batch  762/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6335, Loss: 0.5532
Epoch   3 Batch  763/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6353, Loss: 0.5533
Epoch   3 Batch  764/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6381, Loss: 0.5650
Epoch   3 Batch  765/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6385, Loss: 0.5580
Epoch   3 Batch  766/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6406, Loss: 0.5995
Epoch   3 Batch  767/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6385, Loss: 0.5704
Epoch   3 Batch  768/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6396, Loss: 0.5633
Epoch   3 Batch  769/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6381, Loss: 0.5681
Epoch   3 Batch  770/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6346, Loss: 0.5381
Epoch   3 Batch  771/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6317, Loss: 0.5784
Epoch   3 Batch  772/1077 - Train Accuracy: 0.6350, Validation Accuracy: 0.6339, Loss: 0.5525
Epoch   3 Batch  773/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6346, Loss: 0.5611
Epoch   3 Batch  774/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6420, Loss: 0.5852
Epoch   3 Batch  775/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6406, Loss: 0.5681
Epoch   3 Batch  776/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6403, Loss: 0.5681
Epoch   3 Batch  777/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6431, Loss: 0.5838
Epoch   3 Batch  778/1077 - Train Accuracy: 0.6198, Validation Accuracy: 0.6431, Loss: 0.5529
Epoch   3 Batch  779/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6445, Loss: 0.5767
Epoch   3 Batch  780/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6403, Loss: 0.5823
Epoch   3 Batch  781/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6321, Loss: 0.5378
Epoch   3 Batch  782/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6289, Loss: 0.5516
Epoch   3 Batch  783/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6328, Loss: 0.5654
Epoch   3 Batch  784/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6353, Loss: 0.5575
Epoch   3 Batch  785/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6317, Loss: 0.5403
Epoch   3 Batch  786/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6289, Loss: 0.5751
Epoch   3 Batch  787/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6314, Loss: 0.5138
Epoch   3 Batch  788/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6420, Loss: 0.5687
Epoch   3 Batch  789/1077 - Train Accuracy: 0.5826, Validation Accuracy: 0.6403, Loss: 0.5911
Epoch   3 Batch  790/1077 - Train Accuracy: 0.5625, Validation Accuracy: 0.6435, Loss: 0.6092
Epoch   3 Batch  791/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6477, Loss: 0.5792
Epoch   3 Batch  792/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6396, Loss: 0.5802
Epoch   3 Batch  793/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6374, Loss: 0.5625
Epoch   3 Batch  794/1077 - Train Accuracy: 0.5848, Validation Accuracy: 0.6310, Loss: 0.5701
Epoch   3 Batch  795/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6325, Loss: 0.5878
Epoch   3 Batch  796/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6314, Loss: 0.5736
Epoch   3 Batch  797/1077 - Train Accuracy: 0.6223, Validation Accuracy: 0.6325, Loss: 0.5640
Epoch   3 Batch  798/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6310, Loss: 0.5772
Epoch   3 Batch  799/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6310, Loss: 0.6048
Epoch   3 Batch  800/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6254, Loss: 0.5694
Epoch   3 Batch  801/1077 - Train Accuracy: 0.6117, Validation Accuracy: 0.6300, Loss: 0.5857
Epoch   3 Batch  802/1077 - Train Accuracy: 0.6205, Validation Accuracy: 0.6289, Loss: 0.5555
Epoch   3 Batch  803/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6300, Loss: 0.5768
Epoch   3 Batch  804/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6314, Loss: 0.5717
Epoch   3 Batch  805/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6353, Loss: 0.5640
Epoch   3 Batch  806/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6374, Loss: 0.5687
Epoch   3 Batch  807/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6364, Loss: 0.5551
Epoch   3 Batch  808/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6410, Loss: 0.5823
Epoch   3 Batch  809/1077 - Train Accuracy: 0.6118, Validation Accuracy: 0.6374, Loss: 0.6035
Epoch   3 Batch  810/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6381, Loss: 0.5368
Epoch   3 Batch  811/1077 - Train Accuracy: 0.6358, Validation Accuracy: 0.6385, Loss: 0.5224
Epoch   3 Batch  812/1077 - Train Accuracy: 0.6008, Validation Accuracy: 0.6374, Loss: 0.5862
Epoch   3 Batch  813/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6353, Loss: 0.5556
Epoch   3 Batch  814/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6357, Loss: 0.5605
Epoch   3 Batch  815/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6392, Loss: 0.5661
Epoch   3 Batch  816/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6435, Loss: 0.5879
Epoch   3 Batch  817/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6420, Loss: 0.5965
Epoch   3 Batch  818/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6445, Loss: 0.5760
Epoch   3 Batch  819/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6442, Loss: 0.5626
Epoch   3 Batch  820/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6435, Loss: 0.6014
Epoch   3 Batch  821/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6456, Loss: 0.5555
Epoch   3 Batch  822/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6438, Loss: 0.5720
Epoch   3 Batch  823/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6438, Loss: 0.5613
Epoch   3 Batch  824/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6463, Loss: 0.5464
Epoch   3 Batch  825/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6399, Loss: 0.5595
Epoch   3 Batch  826/1077 - Train Accuracy: 0.6466, Validation Accuracy: 0.6385, Loss: 0.5372
Epoch   3 Batch  827/1077 - Train Accuracy: 0.5954, Validation Accuracy: 0.6467, Loss: 0.5909
Epoch   3 Batch  828/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6442, Loss: 0.5647
Epoch   3 Batch  829/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6452, Loss: 0.5807
Epoch   3 Batch  830/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6435, Loss: 0.5581
Epoch   3 Batch  831/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6445, Loss: 0.5801
Epoch   3 Batch  832/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6452, Loss: 0.5750
Epoch   3 Batch  833/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6467, Loss: 0.5770
Epoch   3 Batch  834/1077 - Train Accuracy: 0.6776, Validation Accuracy: 0.6431, Loss: 0.5332
Epoch   3 Batch  835/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6420, Loss: 0.5607
Epoch   3 Batch  836/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6442, Loss: 0.5780
Epoch   3 Batch  837/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6435, Loss: 0.5867
Epoch   3 Batch  838/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6499, Loss: 0.5504
Epoch   3 Batch  839/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6495, Loss: 0.5478
Epoch   3 Batch  840/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6506, Loss: 0.5528
Epoch   3 Batch  841/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6463, Loss: 0.5648
Epoch   3 Batch  842/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6456, Loss: 0.5541
Epoch   3 Batch  843/1077 - Train Accuracy: 0.6466, Validation Accuracy: 0.6452, Loss: 0.5268
Epoch   3 Batch  844/1077 - Train Accuracy: 0.6265, Validation Accuracy: 0.6452, Loss: 0.5426
Epoch   3 Batch  845/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6438, Loss: 0.5605
Epoch   3 Batch  846/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6438, Loss: 0.5631
Epoch   3 Batch  847/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6438, Loss: 0.5632
Epoch   3 Batch  848/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6452, Loss: 0.5864
Epoch   3 Batch  849/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6452, Loss: 0.5464
Epoch   3 Batch  850/1077 - Train Accuracy: 0.6183, Validation Accuracy: 0.6438, Loss: 0.5970
Epoch   3 Batch  851/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6378, Loss: 0.5495
Epoch   3 Batch  852/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6417, Loss: 0.5734
Epoch   3 Batch  853/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6442, Loss: 0.5379
Epoch   3 Batch  854/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6491, Loss: 0.5695
Epoch   3 Batch  855/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6488, Loss: 0.5689
Epoch   3 Batch  856/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6484, Loss: 0.5776
Epoch   3 Batch  857/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6488, Loss: 0.5554
Epoch   3 Batch  858/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6523, Loss: 0.5519
Epoch   3 Batch  859/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6523, Loss: 0.5706
Epoch   3 Batch  860/1077 - Train Accuracy: 0.6153, Validation Accuracy: 0.6488, Loss: 0.5635
Epoch   3 Batch  861/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6509, Loss: 0.5595
Epoch   3 Batch  862/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6481, Loss: 0.5578
Epoch   3 Batch  863/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6413, Loss: 0.5423
Epoch   3 Batch  864/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6328, Loss: 0.5598
Epoch   3 Batch  865/1077 - Train Accuracy: 0.6783, Validation Accuracy: 0.6367, Loss: 0.5039
Epoch   3 Batch  866/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6374, Loss: 0.5501
Epoch   3 Batch  867/1077 - Train Accuracy: 0.5996, Validation Accuracy: 0.6381, Loss: 0.6067
Epoch   3 Batch  868/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6374, Loss: 0.5765
Epoch   3 Batch  869/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6388, Loss: 0.5742
Epoch   3 Batch  870/1077 - Train Accuracy: 0.5880, Validation Accuracy: 0.6388, Loss: 0.5901
Epoch   3 Batch  871/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6353, Loss: 0.5702
Epoch   3 Batch  872/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6357, Loss: 0.5557
Epoch   3 Batch  873/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6328, Loss: 0.5710
Epoch   3 Batch  874/1077 - Train Accuracy: 0.5805, Validation Accuracy: 0.6357, Loss: 0.5704
Epoch   3 Batch  875/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6357, Loss: 0.5606
Epoch   3 Batch  876/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6371, Loss: 0.5721
Epoch   3 Batch  877/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6353, Loss: 0.5415
Epoch   3 Batch  878/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6374, Loss: 0.5536
Epoch   3 Batch  879/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6367, Loss: 0.5381
Epoch   3 Batch  880/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6374, Loss: 0.5552
Epoch   3 Batch  881/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6388, Loss: 0.5808
Epoch   3 Batch  882/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6403, Loss: 0.5789
Epoch   3 Batch  883/1077 - Train Accuracy: 0.5765, Validation Accuracy: 0.6346, Loss: 0.6349
Epoch   3 Batch  884/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6392, Loss: 0.5455
Epoch   3 Batch  885/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6420, Loss: 0.4867
Epoch   3 Batch  886/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6442, Loss: 0.5815
Epoch   3 Batch  887/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6502, Loss: 0.5825
Epoch   3 Batch  888/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.5952, Loss: 0.5979
Epoch   3 Batch  889/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.5980, Loss: 0.6098
Epoch   3 Batch  890/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6314, Loss: 0.5745
Epoch   3 Batch  891/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6197, Loss: 0.5865
Epoch   3 Batch  892/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6033, Loss: 0.5625
Epoch   3 Batch  893/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6083, Loss: 0.5971
Epoch   3 Batch  894/1077 - Train Accuracy: 0.6257, Validation Accuracy: 0.6090, Loss: 0.5472
Epoch   3 Batch  895/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.6406, Loss: 0.5827
Epoch   3 Batch  896/1077 - Train Accuracy: 0.5789, Validation Accuracy: 0.6332, Loss: 0.6077
Epoch   3 Batch  897/1077 - Train Accuracy: 0.6425, Validation Accuracy: 0.6360, Loss: 0.5451
Epoch   3 Batch  898/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6378, Loss: 0.5593
Epoch   3 Batch  899/1077 - Train Accuracy: 0.6078, Validation Accuracy: 0.6335, Loss: 0.5972
Epoch   3 Batch  900/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6218, Loss: 0.5786
Epoch   3 Batch  901/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6165, Loss: 0.5741
Epoch   3 Batch  902/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6371, Loss: 0.5744
Epoch   3 Batch  903/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6460, Loss: 0.5448
Epoch   3 Batch  904/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6481, Loss: 0.5718
Epoch   3 Batch  905/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6527, Loss: 0.5546
Epoch   3 Batch  906/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6499, Loss: 0.5560
Epoch   3 Batch  907/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6424, Loss: 0.5556
Epoch   3 Batch  908/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6420, Loss: 0.5903
Epoch   3 Batch  909/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6431, Loss: 0.5773
Epoch   3 Batch  910/1077 - Train Accuracy: 0.6101, Validation Accuracy: 0.6442, Loss: 0.5538
Epoch   3 Batch  911/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6445, Loss: 0.5102
Epoch   3 Batch  912/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6449, Loss: 0.5730
Epoch   3 Batch  913/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6467, Loss: 0.5787
Epoch   3 Batch  914/1077 - Train Accuracy: 0.6963, Validation Accuracy: 0.6491, Loss: 0.5065
Epoch   3 Batch  915/1077 - Train Accuracy: 0.5970, Validation Accuracy: 0.6467, Loss: 0.5993
Epoch   3 Batch  916/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6463, Loss: 0.5680
Epoch   3 Batch  917/1077 - Train Accuracy: 0.5949, Validation Accuracy: 0.6424, Loss: 0.5791
Epoch   3 Batch  918/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6428, Loss: 0.5125
Epoch   3 Batch  919/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6431, Loss: 0.5564
Epoch   3 Batch  920/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6438, Loss: 0.5667
Epoch   3 Batch  921/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6428, Loss: 0.5703
Epoch   3 Batch  922/1077 - Train Accuracy: 0.6068, Validation Accuracy: 0.6388, Loss: 0.5398
Epoch   3 Batch  923/1077 - Train Accuracy: 0.5921, Validation Accuracy: 0.6388, Loss: 0.5968
Epoch   3 Batch  924/1077 - Train Accuracy: 0.6106, Validation Accuracy: 0.6470, Loss: 0.5971
Epoch   3 Batch  925/1077 - Train Accuracy: 0.6157, Validation Accuracy: 0.6349, Loss: 0.5466
Epoch   3 Batch  926/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6431, Loss: 0.5733
Epoch   3 Batch  927/1077 - Train Accuracy: 0.5824, Validation Accuracy: 0.6481, Loss: 0.5777
Epoch   3 Batch  928/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6470, Loss: 0.5465
Epoch   3 Batch  929/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6481, Loss: 0.5834
Epoch   3 Batch  930/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6435, Loss: 0.5531
Epoch   3 Batch  931/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6474, Loss: 0.5601
Epoch   3 Batch  932/1077 - Train Accuracy: 0.5555, Validation Accuracy: 0.6502, Loss: 0.5724
Epoch   3 Batch  933/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6523, Loss: 0.5590
Epoch   3 Batch  934/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6506, Loss: 0.5787
Epoch   3 Batch  935/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6516, Loss: 0.5819
Epoch   3 Batch  936/1077 - Train Accuracy: 0.6116, Validation Accuracy: 0.6442, Loss: 0.5499
Epoch   3 Batch  937/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6438, Loss: 0.5888
Epoch   3 Batch  938/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6467, Loss: 0.5642
Epoch   3 Batch  939/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6371, Loss: 0.5543
Epoch   3 Batch  940/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6392, Loss: 0.5543
Epoch   3 Batch  941/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6406, Loss: 0.5275
Epoch   3 Batch  942/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6420, Loss: 0.5769
Epoch   3 Batch  943/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6417, Loss: 0.5628
Epoch   3 Batch  944/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6410, Loss: 0.5459
Epoch   3 Batch  945/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6399, Loss: 0.5341
Epoch   3 Batch  946/1077 - Train Accuracy: 0.6118, Validation Accuracy: 0.6410, Loss: 0.5517
Epoch   3 Batch  947/1077 - Train Accuracy: 0.5896, Validation Accuracy: 0.6388, Loss: 0.6065
Epoch   3 Batch  948/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6399, Loss: 0.5570
Epoch   3 Batch  949/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6513, Loss: 0.5045
Epoch   3 Batch  950/1077 - Train Accuracy: 0.5993, Validation Accuracy: 0.6506, Loss: 0.5316
Epoch   3 Batch  951/1077 - Train Accuracy: 0.6261, Validation Accuracy: 0.6488, Loss: 0.5578
Epoch   3 Batch  952/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6541, Loss: 0.5596
Epoch   3 Batch  953/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6488, Loss: 0.5566
Epoch   3 Batch  954/1077 - Train Accuracy: 0.5645, Validation Accuracy: 0.6435, Loss: 0.5894
Epoch   3 Batch  955/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6431, Loss: 0.5534
Epoch   3 Batch  956/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6445, Loss: 0.5385
Epoch   3 Batch  957/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6357, Loss: 0.5215
Epoch   3 Batch  958/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6332, Loss: 0.5548
Epoch   3 Batch  959/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6406, Loss: 0.5340
Epoch   3 Batch  960/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6406, Loss: 0.5436
Epoch   3 Batch  961/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6396, Loss: 0.5669
Epoch   3 Batch  962/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6385, Loss: 0.5349
Epoch   3 Batch  963/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6364, Loss: 0.6145
Epoch   3 Batch  964/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6491, Loss: 0.5210
Epoch   3 Batch  965/1077 - Train Accuracy: 0.5732, Validation Accuracy: 0.6495, Loss: 0.5919
Epoch   3 Batch  966/1077 - Train Accuracy: 0.6634, Validation Accuracy: 0.6474, Loss: 0.4927
Epoch   3 Batch  967/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6442, Loss: 0.5322
Epoch   3 Batch  968/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6438, Loss: 0.5781
Epoch   3 Batch  969/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6388, Loss: 0.5541
Epoch   3 Batch  970/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6360, Loss: 0.5634
Epoch   3 Batch  971/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6364, Loss: 0.5339
Epoch   3 Batch  972/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6385, Loss: 0.5584
Epoch   3 Batch  973/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6349, Loss: 0.5136
Epoch   3 Batch  974/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6378, Loss: 0.5736
Epoch   3 Batch  975/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6403, Loss: 0.5166
Epoch   3 Batch  976/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6367, Loss: 0.5377
Epoch   3 Batch  977/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6357, Loss: 0.5337
Epoch   3 Batch  978/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6399, Loss: 0.5502
Epoch   3 Batch  979/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6388, Loss: 0.5934
Epoch   3 Batch  980/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6445, Loss: 0.5590
Epoch   3 Batch  981/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6438, Loss: 0.5661
Epoch   3 Batch  982/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6452, Loss: 0.5488
Epoch   3 Batch  983/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6499, Loss: 0.5757
Epoch   3 Batch  984/1077 - Train Accuracy: 0.5887, Validation Accuracy: 0.6499, Loss: 0.5953
Epoch   3 Batch  985/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6520, Loss: 0.5380
Epoch   3 Batch  986/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6538, Loss: 0.5657
Epoch   3 Batch  987/1077 - Train Accuracy: 0.6224, Validation Accuracy: 0.6531, Loss: 0.5301
Epoch   3 Batch  988/1077 - Train Accuracy: 0.5879, Validation Accuracy: 0.6541, Loss: 0.5616
Epoch   3 Batch  989/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6531, Loss: 0.5656
Epoch   3 Batch  990/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6531, Loss: 0.5785
Epoch   3 Batch  991/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6506, Loss: 0.5660
Epoch   3 Batch  992/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6534, Loss: 0.5611
Epoch   3 Batch  993/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6506, Loss: 0.5219
Epoch   3 Batch  994/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6506, Loss: 0.5510
Epoch   3 Batch  995/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6516, Loss: 0.5325
Epoch   3 Batch  996/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6506, Loss: 0.5517
Epoch   3 Batch  997/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6523, Loss: 0.5786
Epoch   3 Batch  998/1077 - Train Accuracy: 0.6000, Validation Accuracy: 0.6513, Loss: 0.5383
Epoch   3 Batch  999/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6527, Loss: 0.5648
Epoch   3 Batch 1000/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6527, Loss: 0.5101
Epoch   3 Batch 1001/1077 - Train Accuracy: 0.6268, Validation Accuracy: 0.6513, Loss: 0.5184
Epoch   3 Batch 1002/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6516, Loss: 0.5424
Epoch   3 Batch 1003/1077 - Train Accuracy: 0.6357, Validation Accuracy: 0.6506, Loss: 0.5515
Epoch   3 Batch 1004/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6506, Loss: 0.5404
Epoch   3 Batch 1005/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6513, Loss: 0.5601
Epoch   3 Batch 1006/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6516, Loss: 0.5300
Epoch   3 Batch 1007/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6520, Loss: 0.5215
Epoch   3 Batch 1008/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6520, Loss: 0.5549
Epoch   3 Batch 1009/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6502, Loss: 0.5230
Epoch   3 Batch 1010/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6488, Loss: 0.5599
Epoch   3 Batch 1011/1077 - Train Accuracy: 0.6359, Validation Accuracy: 0.6506, Loss: 0.5716
Epoch   3 Batch 1012/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6506, Loss: 0.5259
Epoch   3 Batch 1013/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6460, Loss: 0.5297
Epoch   3 Batch 1014/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6467, Loss: 0.5699
Epoch   3 Batch 1015/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6481, Loss: 0.5749
Epoch   3 Batch 1016/1077 - Train Accuracy: 0.5938, Validation Accuracy: 0.6474, Loss: 0.5775
Epoch   3 Batch 1017/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6484, Loss: 0.5553
Epoch   3 Batch 1018/1077 - Train Accuracy: 0.6280, Validation Accuracy: 0.6495, Loss: 0.5378
Epoch   3 Batch 1019/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6445, Loss: 0.6003
Epoch   3 Batch 1020/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6442, Loss: 0.5354
Epoch   3 Batch 1021/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6424, Loss: 0.5513
Epoch   3 Batch 1022/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6474, Loss: 0.5164
Epoch   3 Batch 1023/1077 - Train Accuracy: 0.6474, Validation Accuracy: 0.6403, Loss: 0.5139
Epoch   3 Batch 1024/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6381, Loss: 0.5672
Epoch   3 Batch 1025/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6392, Loss: 0.5358
Epoch   3 Batch 1026/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6371, Loss: 0.5153
Epoch   3 Batch 1027/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6364, Loss: 0.5732
Epoch   3 Batch 1028/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6392, Loss: 0.5595
Epoch   3 Batch 1029/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6374, Loss: 0.5468
Epoch   3 Batch 1030/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6424, Loss: 0.5672
Epoch   3 Batch 1031/1077 - Train Accuracy: 0.6073, Validation Accuracy: 0.6495, Loss: 0.5898
Epoch   3 Batch 1032/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6523, Loss: 0.5475
Epoch   3 Batch 1033/1077 - Train Accuracy: 0.6138, Validation Accuracy: 0.6566, Loss: 0.5301
Epoch   3 Batch 1034/1077 - Train Accuracy: 0.5902, Validation Accuracy: 0.6545, Loss: 0.5740
Epoch   3 Batch 1035/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6509, Loss: 0.5096
Epoch   3 Batch 1036/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6445, Loss: 0.5524
Epoch   3 Batch 1037/1077 - Train Accuracy: 0.5926, Validation Accuracy: 0.6456, Loss: 0.5773
Epoch   3 Batch 1038/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6477, Loss: 0.5601
Epoch   3 Batch 1039/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6502, Loss: 0.5233
Epoch   3 Batch 1040/1077 - Train Accuracy: 0.6382, Validation Accuracy: 0.6506, Loss: 0.5700
Epoch   3 Batch 1041/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6491, Loss: 0.5674
Epoch   3 Batch 1042/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6499, Loss: 0.5603
Epoch   3 Batch 1043/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6538, Loss: 0.5794
Epoch   3 Batch 1044/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6534, Loss: 0.5452
Epoch   3 Batch 1045/1077 - Train Accuracy: 0.5930, Validation Accuracy: 0.6555, Loss: 0.5791
Epoch   3 Batch 1046/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6445, Loss: 0.5229
Epoch   3 Batch 1047/1077 - Train Accuracy: 0.6359, Validation Accuracy: 0.6491, Loss: 0.5465
Epoch   3 Batch 1048/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6513, Loss: 0.5610
Epoch   3 Batch 1049/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6499, Loss: 0.5766
Epoch   3 Batch 1050/1077 - Train Accuracy: 0.5891, Validation Accuracy: 0.6474, Loss: 0.5670
Epoch   3 Batch 1051/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6506, Loss: 0.5291
Epoch   3 Batch 1052/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6513, Loss: 0.5269
Epoch   3 Batch 1053/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6523, Loss: 0.5267
Epoch   3 Batch 1054/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6491, Loss: 0.5558
Epoch   3 Batch 1055/1077 - Train Accuracy: 0.6074, Validation Accuracy: 0.6239, Loss: 0.6150
Epoch   3 Batch 1056/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6232, Loss: 0.5639
Epoch   3 Batch 1057/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6332, Loss: 0.5877
Epoch   3 Batch 1058/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6342, Loss: 0.6056
Epoch   3 Batch 1059/1077 - Train Accuracy: 0.5576, Validation Accuracy: 0.6172, Loss: 0.5994
Epoch   3 Batch 1060/1077 - Train Accuracy: 0.5957, Validation Accuracy: 0.6168, Loss: 0.5453
Epoch   3 Batch 1061/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6367, Loss: 0.5917
Epoch   3 Batch 1062/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6364, Loss: 0.5657
Epoch   3 Batch 1063/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6349, Loss: 0.5685
Epoch   3 Batch 1064/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6388, Loss: 0.5581
Epoch   3 Batch 1065/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6332, Loss: 0.5635
Epoch   3 Batch 1066/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6367, Loss: 0.5436
Epoch   3 Batch 1067/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6229, Loss: 0.5658
Epoch   3 Batch 1068/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6381, Loss: 0.5432
Epoch   3 Batch 1069/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6339, Loss: 0.5164
Epoch   3 Batch 1070/1077 - Train Accuracy: 0.5820, Validation Accuracy: 0.6442, Loss: 0.5716
Epoch   3 Batch 1071/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6428, Loss: 0.5521
Epoch   3 Batch 1072/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6467, Loss: 0.5432
Epoch   3 Batch 1073/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6467, Loss: 0.5692
Epoch   3 Batch 1074/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6491, Loss: 0.5607
Epoch   3 Batch 1075/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6531, Loss: 0.5864
Epoch   4 Batch    1/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6481, Loss: 0.5447
Epoch   4 Batch    2/1077 - Train Accuracy: 0.5872, Validation Accuracy: 0.6495, Loss: 0.5816
Epoch   4 Batch    3/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6431, Loss: 0.5336
Epoch   4 Batch    4/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6424, Loss: 0.5652
Epoch   4 Batch    5/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6396, Loss: 0.5642
Epoch   4 Batch    6/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6286, Loss: 0.5590
Epoch   4 Batch    7/1077 - Train Accuracy: 0.5922, Validation Accuracy: 0.6254, Loss: 0.5499
Epoch   4 Batch    8/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6303, Loss: 0.5468
Epoch   4 Batch    9/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6449, Loss: 0.5511
Epoch   4 Batch   10/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6495, Loss: 0.5645
Epoch   4 Batch   11/1077 - Train Accuracy: 0.6004, Validation Accuracy: 0.6499, Loss: 0.5525
Epoch   4 Batch   12/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6506, Loss: 0.5794
Epoch   4 Batch   13/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6481, Loss: 0.5300
Epoch   4 Batch   14/1077 - Train Accuracy: 0.6388, Validation Accuracy: 0.6491, Loss: 0.5097
Epoch   4 Batch   15/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6506, Loss: 0.5354
Epoch   4 Batch   16/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6520, Loss: 0.5378
Epoch   4 Batch   17/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6516, Loss: 0.5292
Epoch   4 Batch   18/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6509, Loss: 0.5531
Epoch   4 Batch   19/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6470, Loss: 0.5502
Epoch   4 Batch   20/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6463, Loss: 0.5374
Epoch   4 Batch   21/1077 - Train Accuracy: 0.5871, Validation Accuracy: 0.6381, Loss: 0.5821
Epoch   4 Batch   22/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6357, Loss: 0.5535
Epoch   4 Batch   23/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6357, Loss: 0.5470
Epoch   4 Batch   24/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6374, Loss: 0.5532
Epoch   4 Batch   25/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6371, Loss: 0.5257
Epoch   4 Batch   26/1077 - Train Accuracy: 0.5852, Validation Accuracy: 0.6406, Loss: 0.5773
Epoch   4 Batch   27/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6406, Loss: 0.5143
Epoch   4 Batch   28/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6374, Loss: 0.5367
Epoch   4 Batch   29/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6403, Loss: 0.5496
Epoch   4 Batch   30/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6460, Loss: 0.5517
Epoch   4 Batch   31/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6442, Loss: 0.5478
Epoch   4 Batch   32/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6445, Loss: 0.5083
Epoch   4 Batch   33/1077 - Train Accuracy: 0.6354, Validation Accuracy: 0.6463, Loss: 0.5204
Epoch   4 Batch   34/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6413, Loss: 0.5573
Epoch   4 Batch   35/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6399, Loss: 0.5506
Epoch   4 Batch   36/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6399, Loss: 0.5354
Epoch   4 Batch   37/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6474, Loss: 0.5692
Epoch   4 Batch   38/1077 - Train Accuracy: 0.5888, Validation Accuracy: 0.6477, Loss: 0.5917
Epoch   4 Batch   39/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6502, Loss: 0.5847
Epoch   4 Batch   40/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6520, Loss: 0.5605
Epoch   4 Batch   41/1077 - Train Accuracy: 0.6235, Validation Accuracy: 0.6506, Loss: 0.5520
Epoch   4 Batch   42/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6481, Loss: 0.5704
Epoch   4 Batch   43/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6495, Loss: 0.5685
Epoch   4 Batch   44/1077 - Train Accuracy: 0.6094, Validation Accuracy: 0.6481, Loss: 0.5633
Epoch   4 Batch   45/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6463, Loss: 0.5570
Epoch   4 Batch   46/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6484, Loss: 0.5756
Epoch   4 Batch   47/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6502, Loss: 0.5528
Epoch   4 Batch   48/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6499, Loss: 0.5706
Epoch   4 Batch   49/1077 - Train Accuracy: 0.6213, Validation Accuracy: 0.6491, Loss: 0.5616
Epoch   4 Batch   50/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6467, Loss: 0.5470
Epoch   4 Batch   51/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6445, Loss: 0.5242
Epoch   4 Batch   52/1077 - Train Accuracy: 0.6125, Validation Accuracy: 0.6477, Loss: 0.5620
Epoch   4 Batch   53/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6456, Loss: 0.5838
Epoch   4 Batch   54/1077 - Train Accuracy: 0.5910, Validation Accuracy: 0.6463, Loss: 0.5828
Epoch   4 Batch   55/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6431, Loss: 0.5386
Epoch   4 Batch   56/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6438, Loss: 0.5239
Epoch   4 Batch   57/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6491, Loss: 0.5092
Epoch   4 Batch   58/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6477, Loss: 0.5366
Epoch   4 Batch   59/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6481, Loss: 0.5613
Epoch   4 Batch   60/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6499, Loss: 0.5282
Epoch   4 Batch   61/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6509, Loss: 0.5794
Epoch   4 Batch   62/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6509, Loss: 0.5830
Epoch   4 Batch   63/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6509, Loss: 0.5152
Epoch   4 Batch   64/1077 - Train Accuracy: 0.5941, Validation Accuracy: 0.6481, Loss: 0.5389
Epoch   4 Batch   65/1077 - Train Accuracy: 0.6139, Validation Accuracy: 0.6474, Loss: 0.5585
Epoch   4 Batch   66/1077 - Train Accuracy: 0.6097, Validation Accuracy: 0.6488, Loss: 0.5401
Epoch   4 Batch   67/1077 - Train Accuracy: 0.6767, Validation Accuracy: 0.6445, Loss: 0.5272
Epoch   4 Batch   68/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6406, Loss: 0.5572
Epoch   4 Batch   69/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6410, Loss: 0.5494
Epoch   4 Batch   70/1077 - Train Accuracy: 0.6369, Validation Accuracy: 0.6406, Loss: 0.5628
Epoch   4 Batch   71/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6410, Loss: 0.5373
Epoch   4 Batch   72/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6431, Loss: 0.5477
Epoch   4 Batch   73/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6484, Loss: 0.5609
Epoch   4 Batch   74/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6491, Loss: 0.4960
Epoch   4 Batch   75/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6509, Loss: 0.5620
Epoch   4 Batch   76/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6502, Loss: 0.5215
Epoch   4 Batch   77/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6491, Loss: 0.5505
Epoch   4 Batch   78/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6502, Loss: 0.5592
Epoch   4 Batch   79/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6477, Loss: 0.5420
Epoch   4 Batch   80/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6477, Loss: 0.5569
Epoch   4 Batch   81/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6477, Loss: 0.5216
Epoch   4 Batch   82/1077 - Train Accuracy: 0.6946, Validation Accuracy: 0.6435, Loss: 0.4892
Epoch   4 Batch   83/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6452, Loss: 0.5730
Epoch   4 Batch   84/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6484, Loss: 0.5503
Epoch   4 Batch   85/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6499, Loss: 0.5348
Epoch   4 Batch   86/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6502, Loss: 0.5392
Epoch   4 Batch   87/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6477, Loss: 0.5572
Epoch   4 Batch   88/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6474, Loss: 0.5467
Epoch   4 Batch   89/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6495, Loss: 0.5582
Epoch   4 Batch   90/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6523, Loss: 0.5591
Epoch   4 Batch   91/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6545, Loss: 0.4903
Epoch   4 Batch   92/1077 - Train Accuracy: 0.6276, Validation Accuracy: 0.6531, Loss: 0.5268
Epoch   4 Batch   93/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6534, Loss: 0.5587
Epoch   4 Batch   94/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6555, Loss: 0.5028
Epoch   4 Batch   95/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6516, Loss: 0.5455
Epoch   4 Batch   96/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6545, Loss: 0.5179
Epoch   4 Batch   97/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6488, Loss: 0.5095
Epoch   4 Batch   98/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6538, Loss: 0.5112
Epoch   4 Batch   99/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6555, Loss: 0.5615
Epoch   4 Batch  100/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6552, Loss: 0.5419
Epoch   4 Batch  101/1077 - Train Accuracy: 0.6328, Validation Accuracy: 0.6534, Loss: 0.5518
Epoch   4 Batch  102/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6534, Loss: 0.5166
Epoch   4 Batch  103/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6531, Loss: 0.5980
Epoch   4 Batch  104/1077 - Train Accuracy: 0.5740, Validation Accuracy: 0.6488, Loss: 0.5866
Epoch   4 Batch  105/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6463, Loss: 0.5513
Epoch   4 Batch  106/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6452, Loss: 0.5702
Epoch   4 Batch  107/1077 - Train Accuracy: 0.6127, Validation Accuracy: 0.6531, Loss: 0.5260
Epoch   4 Batch  108/1077 - Train Accuracy: 0.6751, Validation Accuracy: 0.6527, Loss: 0.4946
Epoch   4 Batch  109/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6481, Loss: 0.5357
Epoch   4 Batch  110/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6491, Loss: 0.5200
Epoch   4 Batch  111/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6527, Loss: 0.5520
Epoch   4 Batch  112/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6516, Loss: 0.5323
Epoch   4 Batch  113/1077 - Train Accuracy: 0.5934, Validation Accuracy: 0.6413, Loss: 0.5591
Epoch   4 Batch  114/1077 - Train Accuracy: 0.6306, Validation Accuracy: 0.6463, Loss: 0.5142
Epoch   4 Batch  115/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6477, Loss: 0.5558
Epoch   4 Batch  116/1077 - Train Accuracy: 0.5973, Validation Accuracy: 0.6463, Loss: 0.5871
Epoch   4 Batch  117/1077 - Train Accuracy: 0.5660, Validation Accuracy: 0.6502, Loss: 0.5663
Epoch   4 Batch  118/1077 - Train Accuracy: 0.6020, Validation Accuracy: 0.6467, Loss: 0.5844
Epoch   4 Batch  119/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6481, Loss: 0.5431
Epoch   4 Batch  120/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6463, Loss: 0.5528
Epoch   4 Batch  121/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6470, Loss: 0.5477
Epoch   4 Batch  122/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6456, Loss: 0.5314
Epoch   4 Batch  123/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6452, Loss: 0.5168
Epoch   4 Batch  124/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6481, Loss: 0.5546
Epoch   4 Batch  125/1077 - Train Accuracy: 0.6503, Validation Accuracy: 0.6509, Loss: 0.5331
Epoch   4 Batch  126/1077 - Train Accuracy: 0.6659, Validation Accuracy: 0.6513, Loss: 0.5153
Epoch   4 Batch  127/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6506, Loss: 0.5211
Epoch   4 Batch  128/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6477, Loss: 0.5051
Epoch   4 Batch  129/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6463, Loss: 0.5152
Epoch   4 Batch  130/1077 - Train Accuracy: 0.6339, Validation Accuracy: 0.6488, Loss: 0.5141
Epoch   4 Batch  131/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6520, Loss: 0.5332
Epoch   4 Batch  132/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6531, Loss: 0.5593
Epoch   4 Batch  133/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6541, Loss: 0.5576
Epoch   4 Batch  134/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6534, Loss: 0.5073
Epoch   4 Batch  135/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6541, Loss: 0.5458
Epoch   4 Batch  136/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6545, Loss: 0.5264
Epoch   4 Batch  137/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6534, Loss: 0.5023
Epoch   4 Batch  138/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6499, Loss: 0.5488
Epoch   4 Batch  139/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6527, Loss: 0.5530
Epoch   4 Batch  140/1077 - Train Accuracy: 0.6102, Validation Accuracy: 0.6531, Loss: 0.5594
Epoch   4 Batch  141/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6516, Loss: 0.5415
Epoch   4 Batch  142/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6516, Loss: 0.5200
Epoch   4 Batch  143/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6523, Loss: 0.5497
Epoch   4 Batch  144/1077 - Train Accuracy: 0.5868, Validation Accuracy: 0.6541, Loss: 0.5712
Epoch   4 Batch  145/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6449, Loss: 0.5507
Epoch   4 Batch  146/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6470, Loss: 0.5419
Epoch   4 Batch  147/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6413, Loss: 0.5653
Epoch   4 Batch  148/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6413, Loss: 0.5228
Epoch   4 Batch  149/1077 - Train Accuracy: 0.6277, Validation Accuracy: 0.6445, Loss: 0.5377
Epoch   4 Batch  150/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6477, Loss: 0.5183
Epoch   4 Batch  151/1077 - Train Accuracy: 0.6384, Validation Accuracy: 0.6523, Loss: 0.4923
Epoch   4 Batch  152/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6516, Loss: 0.5290
Epoch   4 Batch  153/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6520, Loss: 0.5555
Epoch   4 Batch  154/1077 - Train Accuracy: 0.6192, Validation Accuracy: 0.6523, Loss: 0.5609
Epoch   4 Batch  155/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6484, Loss: 0.5404
Epoch   4 Batch  156/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6463, Loss: 0.5432
Epoch   4 Batch  157/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6552, Loss: 0.5334
Epoch   4 Batch  158/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6506, Loss: 0.5289
Epoch   4 Batch  159/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6431, Loss: 0.5096
Epoch   4 Batch  160/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6413, Loss: 0.5386
Epoch   4 Batch  161/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6495, Loss: 0.5402
Epoch   4 Batch  162/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6495, Loss: 0.5751
Epoch   4 Batch  163/1077 - Train Accuracy: 0.6308, Validation Accuracy: 0.6499, Loss: 0.5676
Epoch   4 Batch  164/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6509, Loss: 0.5352
Epoch   4 Batch  165/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6527, Loss: 0.5497
Epoch   4 Batch  166/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6513, Loss: 0.5368
Epoch   4 Batch  167/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6495, Loss: 0.5525
Epoch   4 Batch  168/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6481, Loss: 0.5665
Epoch   4 Batch  169/1077 - Train Accuracy: 0.6425, Validation Accuracy: 0.6463, Loss: 0.5245
Epoch   4 Batch  170/1077 - Train Accuracy: 0.6031, Validation Accuracy: 0.6474, Loss: 0.5628
Epoch   4 Batch  171/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6460, Loss: 0.4978
Epoch   4 Batch  172/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6488, Loss: 0.4994
Epoch   4 Batch  173/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6520, Loss: 0.5701
Epoch   4 Batch  174/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6534, Loss: 0.5412
Epoch   4 Batch  175/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6534, Loss: 0.5193
Epoch   4 Batch  176/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6470, Loss: 0.5502
Epoch   4 Batch  177/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6474, Loss: 0.5553
Epoch   4 Batch  178/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6474, Loss: 0.5261
Epoch   4 Batch  179/1077 - Train Accuracy: 0.6739, Validation Accuracy: 0.6491, Loss: 0.5505
Epoch   4 Batch  180/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6520, Loss: 0.5308
Epoch   4 Batch  181/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.6570, Loss: 0.5590
Epoch   4 Batch  182/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6520, Loss: 0.5391
Epoch   4 Batch  183/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6531, Loss: 0.5489
Epoch   4 Batch  184/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6531, Loss: 0.5227
Epoch   4 Batch  185/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6438, Loss: 0.5507
Epoch   4 Batch  186/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6438, Loss: 0.5483
Epoch   4 Batch  187/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6396, Loss: 0.5417
Epoch   4 Batch  188/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6438, Loss: 0.5508
Epoch   4 Batch  189/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6403, Loss: 0.5396
Epoch   4 Batch  190/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6477, Loss: 0.5187
Epoch   4 Batch  191/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.6477, Loss: 0.4923
Epoch   4 Batch  192/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6545, Loss: 0.5361
Epoch   4 Batch  193/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6552, Loss: 0.5204
Epoch   4 Batch  194/1077 - Train Accuracy: 0.6607, Validation Accuracy: 0.6520, Loss: 0.5074
Epoch   4 Batch  195/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6516, Loss: 0.5346
Epoch   4 Batch  196/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6509, Loss: 0.5284
Epoch   4 Batch  197/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6516, Loss: 0.5142
Epoch   4 Batch  198/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6523, Loss: 0.5073
Epoch   4 Batch  199/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6534, Loss: 0.5108
Epoch   4 Batch  200/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6523, Loss: 0.5411
Epoch   4 Batch  201/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6545, Loss: 0.5197
Epoch   4 Batch  202/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6520, Loss: 0.5366
Epoch   4 Batch  203/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6509, Loss: 0.5307
Epoch   4 Batch  204/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6477, Loss: 0.5660
Epoch   4 Batch  205/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6484, Loss: 0.5221
Epoch   4 Batch  206/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6499, Loss: 0.5211
Epoch   4 Batch  207/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6520, Loss: 0.5365
Epoch   4 Batch  208/1077 - Train Accuracy: 0.6399, Validation Accuracy: 0.6538, Loss: 0.5226
Epoch   4 Batch  209/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6491, Loss: 0.5132
Epoch   4 Batch  210/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6452, Loss: 0.5117
Epoch   4 Batch  211/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6467, Loss: 0.5364
Epoch   4 Batch  212/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6449, Loss: 0.4982
Epoch   4 Batch  213/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6438, Loss: 0.4980
Epoch   4 Batch  214/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6399, Loss: 0.5304
Epoch   4 Batch  215/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6435, Loss: 0.5478
Epoch   4 Batch  216/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6431, Loss: 0.5426
Epoch   4 Batch  217/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6484, Loss: 0.5212
Epoch   4 Batch  218/1077 - Train Accuracy: 0.6197, Validation Accuracy: 0.6562, Loss: 0.5703
Epoch   4 Batch  219/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6555, Loss: 0.5137
Epoch   4 Batch  220/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6594, Loss: 0.5464
Epoch   4 Batch  221/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6658, Loss: 0.5453
Epoch   4 Batch  222/1077 - Train Accuracy: 0.6098, Validation Accuracy: 0.6680, Loss: 0.5488
Epoch   4 Batch  223/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6612, Loss: 0.5145
Epoch   4 Batch  224/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6584, Loss: 0.5269
Epoch   4 Batch  225/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6509, Loss: 0.5368
Epoch   4 Batch  226/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6435, Loss: 0.5258
Epoch   4 Batch  227/1077 - Train Accuracy: 0.5863, Validation Accuracy: 0.6438, Loss: 0.5713
Epoch   4 Batch  228/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6456, Loss: 0.5100
Epoch   4 Batch  229/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6470, Loss: 0.5175
Epoch   4 Batch  230/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6506, Loss: 0.5162
Epoch   4 Batch  231/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6534, Loss: 0.5528
Epoch   4 Batch  232/1077 - Train Accuracy: 0.6377, Validation Accuracy: 0.6548, Loss: 0.5630
Epoch   4 Batch  233/1077 - Train Accuracy: 0.6152, Validation Accuracy: 0.6580, Loss: 0.5457
Epoch   4 Batch  234/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6516, Loss: 0.5272
Epoch   4 Batch  235/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6509, Loss: 0.4926
Epoch   4 Batch  236/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6527, Loss: 0.5508
Epoch   4 Batch  237/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6499, Loss: 0.4994
Epoch   4 Batch  238/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6527, Loss: 0.5131
Epoch   4 Batch  239/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6566, Loss: 0.4964
Epoch   4 Batch  240/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6566, Loss: 0.5133
Epoch   4 Batch  241/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6573, Loss: 0.4950
Epoch   4 Batch  242/1077 - Train Accuracy: 0.6199, Validation Accuracy: 0.6594, Loss: 0.5231
Epoch   4 Batch  243/1077 - Train Accuracy: 0.5859, Validation Accuracy: 0.6594, Loss: 0.5634
Epoch   4 Batch  244/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6577, Loss: 0.5011
Epoch   4 Batch  245/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6538, Loss: 0.4995
Epoch   4 Batch  246/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6481, Loss: 0.5287
Epoch   4 Batch  247/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6495, Loss: 0.5020
Epoch   4 Batch  248/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6463, Loss: 0.5023
Epoch   4 Batch  249/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6499, Loss: 0.5071
Epoch   4 Batch  250/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6513, Loss: 0.5057
Epoch   4 Batch  251/1077 - Train Accuracy: 0.6321, Validation Accuracy: 0.6520, Loss: 0.5367
Epoch   4 Batch  252/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6516, Loss: 0.5148
Epoch   4 Batch  253/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6509, Loss: 0.4923
Epoch   4 Batch  254/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6495, Loss: 0.5283
Epoch   4 Batch  255/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6534, Loss: 0.5204
Epoch   4 Batch  256/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6538, Loss: 0.5728
Epoch   4 Batch  257/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6520, Loss: 0.5149
Epoch   4 Batch  258/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6509, Loss: 0.5034
Epoch   4 Batch  259/1077 - Train Accuracy: 0.6121, Validation Accuracy: 0.6545, Loss: 0.5336
Epoch   4 Batch  260/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6577, Loss: 0.4987
Epoch   4 Batch  261/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6584, Loss: 0.5177
Epoch   4 Batch  262/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6630, Loss: 0.5221
Epoch   4 Batch  263/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6626, Loss: 0.5160
Epoch   4 Batch  264/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6641, Loss: 0.5487
Epoch   4 Batch  265/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6538, Loss: 0.5392
Epoch   4 Batch  266/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6513, Loss: 0.5155
Epoch   4 Batch  267/1077 - Train Accuracy: 0.6268, Validation Accuracy: 0.6591, Loss: 0.5009
Epoch   4 Batch  268/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6587, Loss: 0.5406
Epoch   4 Batch  269/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6559, Loss: 0.5578
Epoch   4 Batch  270/1077 - Train Accuracy: 0.5914, Validation Accuracy: 0.6566, Loss: 0.5509
Epoch   4 Batch  271/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6566, Loss: 0.5065
Epoch   4 Batch  272/1077 - Train Accuracy: 0.6231, Validation Accuracy: 0.6527, Loss: 0.5593
Epoch   4 Batch  273/1077 - Train Accuracy: 0.6481, Validation Accuracy: 0.6502, Loss: 0.5157
Epoch   4 Batch  274/1077 - Train Accuracy: 0.6618, Validation Accuracy: 0.6602, Loss: 0.5138
Epoch   4 Batch  275/1077 - Train Accuracy: 0.6190, Validation Accuracy: 0.6591, Loss: 0.4996
Epoch   4 Batch  276/1077 - Train Accuracy: 0.6113, Validation Accuracy: 0.6541, Loss: 0.5547
Epoch   4 Batch  277/1077 - Train Accuracy: 0.6343, Validation Accuracy: 0.6488, Loss: 0.4930
Epoch   4 Batch  278/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6445, Loss: 0.5569
Epoch   4 Batch  279/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6506, Loss: 0.5866
Epoch   4 Batch  280/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6499, Loss: 0.5358
Epoch   4 Batch  281/1077 - Train Accuracy: 0.6281, Validation Accuracy: 0.6573, Loss: 0.5451
Epoch   4 Batch  282/1077 - Train Accuracy: 0.6051, Validation Accuracy: 0.6634, Loss: 0.5606
Epoch   4 Batch  283/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6697, Loss: 0.5255
Epoch   4 Batch  284/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6665, Loss: 0.5564
Epoch   4 Batch  285/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6697, Loss: 0.5127
Epoch   4 Batch  286/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6626, Loss: 0.5052
Epoch   4 Batch  287/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6527, Loss: 0.5188
Epoch   4 Batch  288/1077 - Train Accuracy: 0.6191, Validation Accuracy: 0.6552, Loss: 0.5629
Epoch   4 Batch  289/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6488, Loss: 0.5334
Epoch   4 Batch  290/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6449, Loss: 0.5490
Epoch   4 Batch  291/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6520, Loss: 0.5401
Epoch   4 Batch  292/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6506, Loss: 0.5123
Epoch   4 Batch  293/1077 - Train Accuracy: 0.6012, Validation Accuracy: 0.6499, Loss: 0.5617
Epoch   4 Batch  294/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6438, Loss: 0.5026
Epoch   4 Batch  295/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6445, Loss: 0.5494
Epoch   4 Batch  296/1077 - Train Accuracy: 0.6421, Validation Accuracy: 0.6470, Loss: 0.4922
Epoch   4 Batch  297/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6545, Loss: 0.5577
Epoch   4 Batch  298/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6538, Loss: 0.5608
Epoch   4 Batch  299/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6598, Loss: 0.5085
Epoch   4 Batch  300/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6634, Loss: 0.5353
Epoch   4 Batch  301/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6623, Loss: 0.5265
Epoch   4 Batch  302/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6641, Loss: 0.5208
Epoch   4 Batch  303/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6591, Loss: 0.5489
Epoch   4 Batch  304/1077 - Train Accuracy: 0.6287, Validation Accuracy: 0.6516, Loss: 0.4986
Epoch   4 Batch  305/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6495, Loss: 0.5155
Epoch   4 Batch  306/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6452, Loss: 0.5166
Epoch   4 Batch  307/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6420, Loss: 0.5198
Epoch   4 Batch  308/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6495, Loss: 0.5565
Epoch   4 Batch  309/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6488, Loss: 0.4954
Epoch   4 Batch  310/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6491, Loss: 0.5447
Epoch   4 Batch  311/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6445, Loss: 0.5099
Epoch   4 Batch  312/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6424, Loss: 0.5612
Epoch   4 Batch  313/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6499, Loss: 0.5072
Epoch   4 Batch  314/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6456, Loss: 0.5208
Epoch   4 Batch  315/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6445, Loss: 0.4980
Epoch   4 Batch  316/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6438, Loss: 0.4981
Epoch   4 Batch  317/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6445, Loss: 0.5573
Epoch   4 Batch  318/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6481, Loss: 0.5468
Epoch   4 Batch  319/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6491, Loss: 0.5239
Epoch   4 Batch  320/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6562, Loss: 0.5359
Epoch   4 Batch  321/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6541, Loss: 0.5271
Epoch   4 Batch  322/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6545, Loss: 0.5094
Epoch   4 Batch  323/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6562, Loss: 0.5248
Epoch   4 Batch  324/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6577, Loss: 0.5324
Epoch   4 Batch  325/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6570, Loss: 0.4938
Epoch   4 Batch  326/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6531, Loss: 0.5047
Epoch   4 Batch  327/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6527, Loss: 0.5436
Epoch   4 Batch  328/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6488, Loss: 0.5222
Epoch   4 Batch  329/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6502, Loss: 0.5453
Epoch   4 Batch  330/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6516, Loss: 0.5162
Epoch   4 Batch  331/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.6548, Loss: 0.5364
Epoch   4 Batch  332/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6520, Loss: 0.4821
Epoch   4 Batch  333/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6481, Loss: 0.5333
Epoch   4 Batch  334/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6467, Loss: 0.5154
Epoch   4 Batch  335/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6516, Loss: 0.4957
Epoch   4 Batch  336/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6520, Loss: 0.5376
Epoch   4 Batch  337/1077 - Train Accuracy: 0.6156, Validation Accuracy: 0.6534, Loss: 0.5550
Epoch   4 Batch  338/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6506, Loss: 0.5516
Epoch   4 Batch  339/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6484, Loss: 0.5115
Epoch   4 Batch  340/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6474, Loss: 0.5293
Epoch   4 Batch  341/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6477, Loss: 0.5626
Epoch   4 Batch  342/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6470, Loss: 0.5071
Epoch   4 Batch  343/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6509, Loss: 0.5432
Epoch   4 Batch  344/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6555, Loss: 0.5218
Epoch   4 Batch  345/1077 - Train Accuracy: 0.6503, Validation Accuracy: 0.6527, Loss: 0.5098
Epoch   4 Batch  346/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6523, Loss: 0.5290
Epoch   4 Batch  347/1077 - Train Accuracy: 0.6417, Validation Accuracy: 0.6502, Loss: 0.4874
Epoch   4 Batch  348/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6520, Loss: 0.5153
Epoch   4 Batch  349/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6609, Loss: 0.5232
Epoch   4 Batch  350/1077 - Train Accuracy: 0.6285, Validation Accuracy: 0.6655, Loss: 0.5310
Epoch   4 Batch  351/1077 - Train Accuracy: 0.6135, Validation Accuracy: 0.6676, Loss: 0.5506
Epoch   4 Batch  352/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6658, Loss: 0.5309
Epoch   4 Batch  353/1077 - Train Accuracy: 0.6521, Validation Accuracy: 0.6573, Loss: 0.5600
Epoch   4 Batch  354/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6531, Loss: 0.5502
Epoch   4 Batch  355/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6520, Loss: 0.5170
Epoch   4 Batch  356/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6495, Loss: 0.5175
Epoch   4 Batch  357/1077 - Train Accuracy: 0.6536, Validation Accuracy: 0.6396, Loss: 0.4944
Epoch   4 Batch  358/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6424, Loss: 0.5548
Epoch   4 Batch  359/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6520, Loss: 0.5340
Epoch   4 Batch  360/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6573, Loss: 0.5300
Epoch   4 Batch  361/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6577, Loss: 0.5473
Epoch   4 Batch  362/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6612, Loss: 0.5075
Epoch   4 Batch  363/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6634, Loss: 0.5422
Epoch   4 Batch  364/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6548, Loss: 0.5449
Epoch   4 Batch  365/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6623, Loss: 0.5228
Epoch   4 Batch  366/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6602, Loss: 0.5448
Epoch   4 Batch  367/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6602, Loss: 0.4593
Epoch   4 Batch  368/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6598, Loss: 0.5263
Epoch   4 Batch  369/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6573, Loss: 0.5099
Epoch   4 Batch  370/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6555, Loss: 0.5122
Epoch   4 Batch  371/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6502, Loss: 0.5169
Epoch   4 Batch  372/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6477, Loss: 0.5148
Epoch   4 Batch  373/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.6456, Loss: 0.4884
Epoch   4 Batch  374/1077 - Train Accuracy: 0.6039, Validation Accuracy: 0.6463, Loss: 0.5556
Epoch   4 Batch  375/1077 - Train Accuracy: 0.6818, Validation Accuracy: 0.6488, Loss: 0.4822
Epoch   4 Batch  376/1077 - Train Accuracy: 0.6665, Validation Accuracy: 0.6491, Loss: 0.4930
Epoch   4 Batch  377/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6506, Loss: 0.5402
Epoch   4 Batch  378/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6488, Loss: 0.5002
Epoch   4 Batch  379/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6484, Loss: 0.5256
Epoch   4 Batch  380/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6491, Loss: 0.5130
Epoch   4 Batch  381/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6502, Loss: 0.5328
Epoch   4 Batch  382/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6502, Loss: 0.5323
Epoch   4 Batch  383/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6527, Loss: 0.5077
Epoch   4 Batch  384/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6580, Loss: 0.5060
Epoch   4 Batch  385/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6555, Loss: 0.5337
Epoch   4 Batch  386/1077 - Train Accuracy: 0.6164, Validation Accuracy: 0.6484, Loss: 0.5135
Epoch   4 Batch  387/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6562, Loss: 0.4966
Epoch   4 Batch  388/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6527, Loss: 0.5306
Epoch   4 Batch  389/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6516, Loss: 0.5165
Epoch   4 Batch  390/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6570, Loss: 0.5479
Epoch   4 Batch  391/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.6577, Loss: 0.5116
Epoch   4 Batch  392/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6605, Loss: 0.5004
Epoch   4 Batch  393/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6644, Loss: 0.4952
Epoch   4 Batch  394/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6612, Loss: 0.5379
Epoch   4 Batch  395/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6545, Loss: 0.4926
Epoch   4 Batch  396/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6555, Loss: 0.5375
Epoch   4 Batch  397/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6623, Loss: 0.5196
Epoch   4 Batch  398/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6637, Loss: 0.5390
Epoch   4 Batch  399/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6665, Loss: 0.5435
Epoch   4 Batch  400/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6591, Loss: 0.5305
Epoch   4 Batch  401/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6552, Loss: 0.5135
Epoch   4 Batch  402/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6562, Loss: 0.4906
Epoch   4 Batch  403/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6548, Loss: 0.5265
Epoch   4 Batch  404/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6477, Loss: 0.4949
Epoch   4 Batch  405/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6484, Loss: 0.5545
Epoch   4 Batch  406/1077 - Train Accuracy: 0.7052, Validation Accuracy: 0.6552, Loss: 0.5016
Epoch   4 Batch  407/1077 - Train Accuracy: 0.6230, Validation Accuracy: 0.6559, Loss: 0.5355
Epoch   4 Batch  408/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6555, Loss: 0.5259
Epoch   4 Batch  409/1077 - Train Accuracy: 0.6105, Validation Accuracy: 0.6566, Loss: 0.5409
Epoch   4 Batch  410/1077 - Train Accuracy: 0.6184, Validation Accuracy: 0.6623, Loss: 0.5328
Epoch   4 Batch  411/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6573, Loss: 0.4972
Epoch   4 Batch  412/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6559, Loss: 0.5153
Epoch   4 Batch  413/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6552, Loss: 0.5193
Epoch   4 Batch  414/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6513, Loss: 0.5585
Epoch   4 Batch  415/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6559, Loss: 0.4877
Epoch   4 Batch  416/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6612, Loss: 0.5203
Epoch   4 Batch  417/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6591, Loss: 0.5258
Epoch   4 Batch  418/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6555, Loss: 0.5176
Epoch   4 Batch  419/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6527, Loss: 0.5242
Epoch   4 Batch  420/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6541, Loss: 0.5032
Epoch   4 Batch  421/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6598, Loss: 0.5236
Epoch   4 Batch  422/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6541, Loss: 0.5074
Epoch   4 Batch  423/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6562, Loss: 0.5256
Epoch   4 Batch  424/1077 - Train Accuracy: 0.5980, Validation Accuracy: 0.6555, Loss: 0.5407
Epoch   4 Batch  425/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6548, Loss: 0.5140
Epoch   4 Batch  426/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6513, Loss: 0.5305
Epoch   4 Batch  427/1077 - Train Accuracy: 0.6045, Validation Accuracy: 0.6545, Loss: 0.5164
Epoch   4 Batch  428/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.6562, Loss: 0.4840
Epoch   4 Batch  429/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6673, Loss: 0.5072
Epoch   4 Batch  430/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6690, Loss: 0.5163
Epoch   4 Batch  431/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6694, Loss: 0.5283
Epoch   4 Batch  432/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6715, Loss: 0.5037
Epoch   4 Batch  433/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6715, Loss: 0.5318
Epoch   4 Batch  434/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6708, Loss: 0.5457
Epoch   4 Batch  435/1077 - Train Accuracy: 0.6612, Validation Accuracy: 0.6669, Loss: 0.5413
Epoch   4 Batch  436/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6634, Loss: 0.5075
Epoch   4 Batch  437/1077 - Train Accuracy: 0.6133, Validation Accuracy: 0.6609, Loss: 0.5422
Epoch   4 Batch  438/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6609, Loss: 0.5221
Epoch   4 Batch  439/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6602, Loss: 0.5346
Epoch   4 Batch  440/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6623, Loss: 0.5383
Epoch   4 Batch  441/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6626, Loss: 0.5036
Epoch   4 Batch  442/1077 - Train Accuracy: 0.6239, Validation Accuracy: 0.6594, Loss: 0.5028
Epoch   4 Batch  443/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6598, Loss: 0.5037
Epoch   4 Batch  444/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6609, Loss: 0.5188
Epoch   4 Batch  445/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6580, Loss: 0.5361
Epoch   4 Batch  446/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6570, Loss: 0.4889
Epoch   4 Batch  447/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6523, Loss: 0.5278
Epoch   4 Batch  448/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6506, Loss: 0.5217
Epoch   4 Batch  449/1077 - Train Accuracy: 0.6109, Validation Accuracy: 0.6467, Loss: 0.5452
Epoch   4 Batch  450/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6481, Loss: 0.4967
Epoch   4 Batch  451/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.6534, Loss: 0.4873
Epoch   4 Batch  452/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6584, Loss: 0.5301
Epoch   4 Batch  453/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6594, Loss: 0.4964
Epoch   4 Batch  454/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6545, Loss: 0.5469
Epoch   4 Batch  455/1077 - Train Accuracy: 0.6587, Validation Accuracy: 0.6573, Loss: 0.4985
Epoch   4 Batch  456/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6548, Loss: 0.5190
Epoch   4 Batch  457/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6559, Loss: 0.4952
Epoch   4 Batch  458/1077 - Train Accuracy: 0.5988, Validation Accuracy: 0.6531, Loss: 0.5281
Epoch   4 Batch  459/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6520, Loss: 0.4924
Epoch   4 Batch  460/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6538, Loss: 0.5317
Epoch   4 Batch  461/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6584, Loss: 0.5180
Epoch   4 Batch  462/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6577, Loss: 0.5117
Epoch   4 Batch  463/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6609, Loss: 0.5315
Epoch   4 Batch  464/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6626, Loss: 0.5081
Epoch   4 Batch  465/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6623, Loss: 0.5791
Epoch   4 Batch  466/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6598, Loss: 0.5185
Epoch   4 Batch  467/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6580, Loss: 0.4904
Epoch   4 Batch  468/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6545, Loss: 0.5178
Epoch   4 Batch  469/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6484, Loss: 0.5492
Epoch   4 Batch  470/1077 - Train Accuracy: 0.6279, Validation Accuracy: 0.6470, Loss: 0.5446
Epoch   4 Batch  471/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6516, Loss: 0.5131
Epoch   4 Batch  472/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6594, Loss: 0.4853
Epoch   4 Batch  473/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6591, Loss: 0.5288
Epoch   4 Batch  474/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6591, Loss: 0.5390
Epoch   4 Batch  475/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6587, Loss: 0.5097
Epoch   4 Batch  476/1077 - Train Accuracy: 0.6390, Validation Accuracy: 0.6577, Loss: 0.5115
Epoch   4 Batch  477/1077 - Train Accuracy: 0.7240, Validation Accuracy: 0.6577, Loss: 0.4872
Epoch   4 Batch  478/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.6616, Loss: 0.5582
Epoch   4 Batch  479/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6499, Loss: 0.5330
Epoch   4 Batch  480/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6531, Loss: 0.5242
Epoch   4 Batch  481/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6591, Loss: 0.5150
Epoch   4 Batch  482/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6594, Loss: 0.5474
Epoch   4 Batch  483/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6598, Loss: 0.5353
Epoch   4 Batch  484/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6634, Loss: 0.5081
Epoch   4 Batch  485/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6630, Loss: 0.5330
Epoch   4 Batch  486/1077 - Train Accuracy: 0.6279, Validation Accuracy: 0.6626, Loss: 0.5221
Epoch   4 Batch  487/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6676, Loss: 0.5436
Epoch   4 Batch  488/1077 - Train Accuracy: 0.6299, Validation Accuracy: 0.6690, Loss: 0.5257
Epoch   4 Batch  489/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6680, Loss: 0.4928
Epoch   4 Batch  490/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6687, Loss: 0.5359
Epoch   4 Batch  491/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6690, Loss: 0.5065
Epoch   4 Batch  492/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6719, Loss: 0.5385
Epoch   4 Batch  493/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6708, Loss: 0.4741
Epoch   4 Batch  494/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6772, Loss: 0.4972
Epoch   4 Batch  495/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6726, Loss: 0.4997
Epoch   4 Batch  496/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6694, Loss: 0.5267
Epoch   4 Batch  497/1077 - Train Accuracy: 0.6225, Validation Accuracy: 0.6669, Loss: 0.5702
Epoch   4 Batch  498/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6648, Loss: 0.5027
Epoch   4 Batch  499/1077 - Train Accuracy: 0.6272, Validation Accuracy: 0.6669, Loss: 0.5046
Epoch   4 Batch  500/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6722, Loss: 0.5055
Epoch   4 Batch  501/1077 - Train Accuracy: 0.6168, Validation Accuracy: 0.6768, Loss: 0.5071
Epoch   4 Batch  502/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6800, Loss: 0.5106
Epoch   4 Batch  503/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6797, Loss: 0.5156
Epoch   4 Batch  504/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6761, Loss: 0.5245
Epoch   4 Batch  505/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6722, Loss: 0.4695
Epoch   4 Batch  506/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6705, Loss: 0.5269
Epoch   4 Batch  507/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6712, Loss: 0.5110
Epoch   4 Batch  508/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6705, Loss: 0.5022
Epoch   4 Batch  509/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6758, Loss: 0.5305
Epoch   4 Batch  510/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6768, Loss: 0.4982
Epoch   4 Batch  511/1077 - Train Accuracy: 0.6201, Validation Accuracy: 0.6772, Loss: 0.5207
Epoch   4 Batch  512/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6740, Loss: 0.5026
Epoch   4 Batch  513/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6751, Loss: 0.5224
Epoch   4 Batch  514/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6715, Loss: 0.5215
Epoch   4 Batch  515/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6772, Loss: 0.5509
Epoch   4 Batch  516/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6822, Loss: 0.4712
Epoch   4 Batch  517/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.5096
Epoch   4 Batch  518/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6737, Loss: 0.5074
Epoch   4 Batch  519/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6722, Loss: 0.5085
Epoch   4 Batch  520/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6648, Loss: 0.4747
Epoch   4 Batch  521/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6616, Loss: 0.4920
Epoch   4 Batch  522/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6598, Loss: 0.5406
Epoch   4 Batch  523/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6584, Loss: 0.5255
Epoch   4 Batch  524/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6602, Loss: 0.5343
Epoch   4 Batch  525/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6626, Loss: 0.5032
Epoch   4 Batch  526/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6683, Loss: 0.5107
Epoch   4 Batch  527/1077 - Train Accuracy: 0.6361, Validation Accuracy: 0.6687, Loss: 0.5248
Epoch   4 Batch  528/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6701, Loss: 0.5038
Epoch   4 Batch  529/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6648, Loss: 0.5007
Epoch   4 Batch  530/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6658, Loss: 0.5315
Epoch   4 Batch  531/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6683, Loss: 0.5132
Epoch   4 Batch  532/1077 - Train Accuracy: 0.6055, Validation Accuracy: 0.6616, Loss: 0.5528
Epoch   4 Batch  533/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6609, Loss: 0.5332
Epoch   4 Batch  534/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6619, Loss: 0.5071
Epoch   4 Batch  535/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6644, Loss: 0.5175
Epoch   4 Batch  536/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6644, Loss: 0.4969
Epoch   4 Batch  537/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6612, Loss: 0.5226
Epoch   4 Batch  538/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6570, Loss: 0.4872
Epoch   4 Batch  539/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6559, Loss: 0.5206
Epoch   4 Batch  540/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6594, Loss: 0.4813
Epoch   4 Batch  541/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6655, Loss: 0.5206
Epoch   4 Batch  542/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6651, Loss: 0.5131
Epoch   4 Batch  543/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6609, Loss: 0.5241
Epoch   4 Batch  544/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6644, Loss: 0.5230
Epoch   4 Batch  545/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6669, Loss: 0.5454
Epoch   4 Batch  546/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6655, Loss: 0.5322
Epoch   4 Batch  547/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.6697, Loss: 0.5006
Epoch   4 Batch  548/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6662, Loss: 0.5214
Epoch   4 Batch  549/1077 - Train Accuracy: 0.6215, Validation Accuracy: 0.6808, Loss: 0.5388
Epoch   4 Batch  550/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6740, Loss: 0.5430
Epoch   4 Batch  551/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6793, Loss: 0.5287
Epoch   4 Batch  552/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6804, Loss: 0.5277
Epoch   4 Batch  553/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6761, Loss: 0.5015
Epoch   4 Batch  554/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6619, Loss: 0.5223
Epoch   4 Batch  555/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6676, Loss: 0.5135
Epoch   4 Batch  556/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6559, Loss: 0.4947
Epoch   4 Batch  557/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6573, Loss: 0.5200
Epoch   4 Batch  558/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6591, Loss: 0.5064
Epoch   4 Batch  559/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6722, Loss: 0.5086
Epoch   4 Batch  560/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6747, Loss: 0.4922
Epoch   4 Batch  561/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6712, Loss: 0.4955
Epoch   4 Batch  562/1077 - Train Accuracy: 0.6849, Validation Accuracy: 0.6694, Loss: 0.4779
Epoch   4 Batch  563/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6644, Loss: 0.5316
Epoch   4 Batch  564/1077 - Train Accuracy: 0.6661, Validation Accuracy: 0.6626, Loss: 0.5454
Epoch   4 Batch  565/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6594, Loss: 0.5044
Epoch   4 Batch  566/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6598, Loss: 0.5346
Epoch   4 Batch  567/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6665, Loss: 0.5111
Epoch   4 Batch  568/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6651, Loss: 0.5011
Epoch   4 Batch  569/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6602, Loss: 0.5064
Epoch   4 Batch  570/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6612, Loss: 0.5366
Epoch   4 Batch  571/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6676, Loss: 0.4825
Epoch   4 Batch  572/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6658, Loss: 0.4739
Epoch   4 Batch  573/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6665, Loss: 0.5185
Epoch   4 Batch  574/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6701, Loss: 0.5215
Epoch   4 Batch  575/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6715, Loss: 0.5055
Epoch   4 Batch  576/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6669, Loss: 0.5313
Epoch   4 Batch  577/1077 - Train Accuracy: 0.6197, Validation Accuracy: 0.6630, Loss: 0.5284
Epoch   4 Batch  578/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6605, Loss: 0.5235
Epoch   4 Batch  579/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6680, Loss: 0.5021
Epoch   4 Batch  580/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.6683, Loss: 0.4651
Epoch   4 Batch  581/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6676, Loss: 0.4991
Epoch   4 Batch  582/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6747, Loss: 0.4980
Epoch   4 Batch  583/1077 - Train Accuracy: 0.6698, Validation Accuracy: 0.6793, Loss: 0.5322
Epoch   4 Batch  584/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6751, Loss: 0.5052
Epoch   4 Batch  585/1077 - Train Accuracy: 0.6812, Validation Accuracy: 0.6708, Loss: 0.4811
Epoch   4 Batch  586/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6562, Loss: 0.5375
Epoch   4 Batch  587/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6541, Loss: 0.4834
Epoch   4 Batch  588/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6545, Loss: 0.5078
Epoch   4 Batch  589/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6594, Loss: 0.5209
Epoch   4 Batch  590/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6680, Loss: 0.5326
Epoch   4 Batch  591/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6729, Loss: 0.4641
Epoch   4 Batch  592/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6740, Loss: 0.5126
Epoch   4 Batch  593/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6729, Loss: 0.4974
Epoch   4 Batch  594/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6715, Loss: 0.5224
Epoch   4 Batch  595/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6701, Loss: 0.5209
Epoch   4 Batch  596/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6676, Loss: 0.5241
Epoch   4 Batch  597/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6701, Loss: 0.5139
Epoch   4 Batch  598/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6690, Loss: 0.4865
Epoch   4 Batch  599/1077 - Train Accuracy: 0.6086, Validation Accuracy: 0.6712, Loss: 0.5499
Epoch   4 Batch  600/1077 - Train Accuracy: 0.6935, Validation Accuracy: 0.6740, Loss: 0.4721
Epoch   4 Batch  601/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.6747, Loss: 0.4956
Epoch   4 Batch  602/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6740, Loss: 0.5044
Epoch   4 Batch  603/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6712, Loss: 0.5038
Epoch   4 Batch  604/1077 - Train Accuracy: 0.6301, Validation Accuracy: 0.6719, Loss: 0.5220
Epoch   4 Batch  605/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6701, Loss: 0.5249
Epoch   4 Batch  606/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.6744, Loss: 0.4796
Epoch   4 Batch  607/1077 - Train Accuracy: 0.7255, Validation Accuracy: 0.6808, Loss: 0.4742
Epoch   4 Batch  608/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6843, Loss: 0.5299
Epoch   4 Batch  609/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6779, Loss: 0.5173
Epoch   4 Batch  610/1077 - Train Accuracy: 0.6456, Validation Accuracy: 0.6761, Loss: 0.5224
Epoch   4 Batch  611/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6665, Loss: 0.5237
Epoch   4 Batch  612/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6737, Loss: 0.4820
Epoch   4 Batch  613/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6662, Loss: 0.5220
Epoch   4 Batch  614/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6687, Loss: 0.4868
Epoch   4 Batch  615/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6697, Loss: 0.5016
Epoch   4 Batch  616/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6683, Loss: 0.5351
Epoch   4 Batch  617/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6680, Loss: 0.4977
Epoch   4 Batch  618/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6726, Loss: 0.5144
Epoch   4 Batch  619/1077 - Train Accuracy: 0.6016, Validation Accuracy: 0.6740, Loss: 0.5299
Epoch   4 Batch  620/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6754, Loss: 0.5002
Epoch   4 Batch  621/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6783, Loss: 0.4959
Epoch   4 Batch  622/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6729, Loss: 0.5393
Epoch   4 Batch  623/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6790, Loss: 0.5350
Epoch   4 Batch  624/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6808, Loss: 0.4828
Epoch   4 Batch  625/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6804, Loss: 0.5064
Epoch   4 Batch  626/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6804, Loss: 0.4589
Epoch   4 Batch  627/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6729, Loss: 0.5120
Epoch   4 Batch  628/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6644, Loss: 0.5181
Epoch   4 Batch  629/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6619, Loss: 0.5177
Epoch   4 Batch  630/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6637, Loss: 0.5090
Epoch   4 Batch  631/1077 - Train Accuracy: 0.6499, Validation Accuracy: 0.6673, Loss: 0.4798
Epoch   4 Batch  632/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6733, Loss: 0.5250
Epoch   4 Batch  633/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6779, Loss: 0.4986
Epoch   4 Batch  634/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6761, Loss: 0.4847
Epoch   4 Batch  635/1077 - Train Accuracy: 0.6476, Validation Accuracy: 0.6918, Loss: 0.5407
Epoch   4 Batch  636/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6875, Loss: 0.5013
Epoch   4 Batch  637/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6839, Loss: 0.5241
Epoch   4 Batch  638/1077 - Train Accuracy: 0.6313, Validation Accuracy: 0.6839, Loss: 0.4931
Epoch   4 Batch  639/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6836, Loss: 0.5032
Epoch   4 Batch  640/1077 - Train Accuracy: 0.6436, Validation Accuracy: 0.6907, Loss: 0.4977
Epoch   4 Batch  641/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6776, Loss: 0.4974
Epoch   4 Batch  642/1077 - Train Accuracy: 0.6581, Validation Accuracy: 0.6783, Loss: 0.5021
Epoch   4 Batch  643/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6779, Loss: 0.4796
Epoch   4 Batch  644/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6868, Loss: 0.4961
Epoch   4 Batch  645/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6879, Loss: 0.4798
Epoch   4 Batch  646/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6857, Loss: 0.4942
Epoch   4 Batch  647/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6896, Loss: 0.5070
Epoch   4 Batch  648/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6907, Loss: 0.4876
Epoch   4 Batch  649/1077 - Train Accuracy: 0.6273, Validation Accuracy: 0.6882, Loss: 0.5219
Epoch   4 Batch  650/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6861, Loss: 0.5188
Epoch   4 Batch  651/1077 - Train Accuracy: 0.6763, Validation Accuracy: 0.6808, Loss: 0.4980
Epoch   4 Batch  652/1077 - Train Accuracy: 0.6632, Validation Accuracy: 0.6839, Loss: 0.5260
Epoch   4 Batch  653/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6896, Loss: 0.5166
Epoch   4 Batch  654/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6818, Loss: 0.4952
Epoch   4 Batch  655/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6804, Loss: 0.5183
Epoch   4 Batch  656/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6818, Loss: 0.5129
Epoch   4 Batch  657/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6797, Loss: 0.5304
Epoch   4 Batch  658/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6697, Loss: 0.4857
Epoch   4 Batch  659/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6722, Loss: 0.4828
Epoch   4 Batch  660/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6822, Loss: 0.5237
Epoch   4 Batch  661/1077 - Train Accuracy: 0.6975, Validation Accuracy: 0.6808, Loss: 0.4691
Epoch   4 Batch  662/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6861, Loss: 0.4863
Epoch   4 Batch  663/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6800, Loss: 0.4872
Epoch   4 Batch  664/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6680, Loss: 0.4996
Epoch   4 Batch  665/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6722, Loss: 0.5205
Epoch   4 Batch  666/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6697, Loss: 0.5298
Epoch   4 Batch  667/1077 - Train Accuracy: 0.6250, Validation Accuracy: 0.6793, Loss: 0.5350
Epoch   4 Batch  668/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6793, Loss: 0.4930
Epoch   4 Batch  669/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6793, Loss: 0.4918
Epoch   4 Batch  670/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6800, Loss: 0.4744
Epoch   4 Batch  671/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6871, Loss: 0.5447
Epoch   4 Batch  672/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6786, Loss: 0.5000
Epoch   4 Batch  673/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6857, Loss: 0.4748
Epoch   4 Batch  674/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6804, Loss: 0.5069
Epoch   4 Batch  675/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6808, Loss: 0.4902
Epoch   4 Batch  676/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6879, Loss: 0.5190
Epoch   4 Batch  677/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6896, Loss: 0.5286
Epoch   4 Batch  678/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6825, Loss: 0.4850
Epoch   4 Batch  679/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6751, Loss: 0.5255
Epoch   4 Batch  680/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6697, Loss: 0.4974
Epoch   4 Batch  681/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6708, Loss: 0.5170
Epoch   4 Batch  682/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6765, Loss: 0.5217
Epoch   4 Batch  683/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6761, Loss: 0.5086
Epoch   4 Batch  684/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6772, Loss: 0.4938
Epoch   4 Batch  685/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6740, Loss: 0.5079
Epoch   4 Batch  686/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6779, Loss: 0.4803
Epoch   4 Batch  687/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6800, Loss: 0.5246
Epoch   4 Batch  688/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6857, Loss: 0.5014
Epoch   4 Batch  689/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6886, Loss: 0.5001
Epoch   4 Batch  690/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6857, Loss: 0.4988
Epoch   4 Batch  691/1077 - Train Accuracy: 0.6571, Validation Accuracy: 0.6790, Loss: 0.5571
Epoch   4 Batch  692/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6779, Loss: 0.4719
Epoch   4 Batch  693/1077 - Train Accuracy: 0.5975, Validation Accuracy: 0.6715, Loss: 0.5766
Epoch   4 Batch  694/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6768, Loss: 0.4701
Epoch   4 Batch  695/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6839, Loss: 0.4894
Epoch   4 Batch  696/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6811, Loss: 0.5302
Epoch   4 Batch  697/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6804, Loss: 0.4853
Epoch   4 Batch  698/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6829, Loss: 0.4798
Epoch   4 Batch  699/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6864, Loss: 0.5240
Epoch   4 Batch  700/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6886, Loss: 0.4961
Epoch   4 Batch  701/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6882, Loss: 0.5178
Epoch   4 Batch  702/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6811, Loss: 0.4947
Epoch   4 Batch  703/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6804, Loss: 0.5242
Epoch   4 Batch  704/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6832, Loss: 0.5169
Epoch   4 Batch  705/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6800, Loss: 0.5583
Epoch   4 Batch  706/1077 - Train Accuracy: 0.6376, Validation Accuracy: 0.6871, Loss: 0.5028
Epoch   4 Batch  707/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6918, Loss: 0.5072
Epoch   4 Batch  708/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6896, Loss: 0.5100
Epoch   4 Batch  709/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6911, Loss: 0.5234
Epoch   4 Batch  710/1077 - Train Accuracy: 0.6316, Validation Accuracy: 0.6829, Loss: 0.5108
Epoch   4 Batch  711/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6804, Loss: 0.5194
Epoch   4 Batch  712/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6779, Loss: 0.4989
Epoch   4 Batch  713/1077 - Train Accuracy: 0.6765, Validation Accuracy: 0.6758, Loss: 0.4605
Epoch   4 Batch  714/1077 - Train Accuracy: 0.6373, Validation Accuracy: 0.6577, Loss: 0.5475
Epoch   4 Batch  715/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6570, Loss: 0.5326
Epoch   4 Batch  716/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6754, Loss: 0.4937
Epoch   4 Batch  717/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6541, Loss: 0.5376
Epoch   4 Batch  718/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6417, Loss: 0.5386
Epoch   4 Batch  719/1077 - Train Accuracy: 0.6310, Validation Accuracy: 0.6456, Loss: 0.5117
Epoch   4 Batch  720/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6665, Loss: 0.5412
Epoch   4 Batch  721/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6715, Loss: 0.5205
Epoch   4 Batch  722/1077 - Train Accuracy: 0.6320, Validation Accuracy: 0.6779, Loss: 0.5129
Epoch   4 Batch  723/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6697, Loss: 0.5060
Epoch   4 Batch  724/1077 - Train Accuracy: 0.6299, Validation Accuracy: 0.6701, Loss: 0.5338
Epoch   4 Batch  725/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6722, Loss: 0.4865
Epoch   4 Batch  726/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6662, Loss: 0.4859
Epoch   4 Batch  727/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6793, Loss: 0.4716
Epoch   4 Batch  728/1077 - Train Accuracy: 0.6243, Validation Accuracy: 0.6850, Loss: 0.5142
Epoch   4 Batch  729/1077 - Train Accuracy: 0.6059, Validation Accuracy: 0.6818, Loss: 0.5341
Epoch   4 Batch  730/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6768, Loss: 0.5236
Epoch   4 Batch  731/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6751, Loss: 0.5018
Epoch   4 Batch  732/1077 - Train Accuracy: 0.6517, Validation Accuracy: 0.6722, Loss: 0.5229
Epoch   4 Batch  733/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6651, Loss: 0.5010
Epoch   4 Batch  734/1077 - Train Accuracy: 0.6669, Validation Accuracy: 0.6744, Loss: 0.5348
Epoch   4 Batch  735/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6783, Loss: 0.4927
Epoch   4 Batch  736/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6765, Loss: 0.5131
Epoch   4 Batch  737/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6804, Loss: 0.5411
Epoch   4 Batch  738/1077 - Train Accuracy: 0.6976, Validation Accuracy: 0.6822, Loss: 0.4433
Epoch   4 Batch  739/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6772, Loss: 0.4872
Epoch   4 Batch  740/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6740, Loss: 0.4929
Epoch   4 Batch  741/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6751, Loss: 0.4963
Epoch   4 Batch  742/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6754, Loss: 0.5092
Epoch   4 Batch  743/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6772, Loss: 0.5004
Epoch   4 Batch  744/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6829, Loss: 0.4655
Epoch   4 Batch  745/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6786, Loss: 0.4893
Epoch   4 Batch  746/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6836, Loss: 0.4903
Epoch   4 Batch  747/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6800, Loss: 0.4739
Epoch   4 Batch  748/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6811, Loss: 0.4879
Epoch   4 Batch  749/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6751, Loss: 0.5126
Epoch   4 Batch  750/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6783, Loss: 0.4984
Epoch   4 Batch  751/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6797, Loss: 0.4863
Epoch   4 Batch  752/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6776, Loss: 0.4652
Epoch   4 Batch  753/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6790, Loss: 0.4836
Epoch   4 Batch  754/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6768, Loss: 0.5134
Epoch   4 Batch  755/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6868, Loss: 0.5043
Epoch   4 Batch  756/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6839, Loss: 0.4841
Epoch   4 Batch  757/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6871, Loss: 0.5095
Epoch   4 Batch  758/1077 - Train Accuracy: 0.6983, Validation Accuracy: 0.6822, Loss: 0.4625
Epoch   4 Batch  759/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6797, Loss: 0.4565
Epoch   4 Batch  760/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6793, Loss: 0.4972
Epoch   4 Batch  761/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6712, Loss: 0.5160
Epoch   4 Batch  762/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6747, Loss: 0.4814
Epoch   4 Batch  763/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6861, Loss: 0.4833
Epoch   4 Batch  764/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6829, Loss: 0.4939
Epoch   4 Batch  765/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6825, Loss: 0.4900
Epoch   4 Batch  766/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6829, Loss: 0.5187
Epoch   4 Batch  767/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6893, Loss: 0.5002
Epoch   4 Batch  768/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6932, Loss: 0.4904
Epoch   4 Batch  769/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6861, Loss: 0.4984
Epoch   4 Batch  770/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6886, Loss: 0.4547
Epoch   4 Batch  771/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6871, Loss: 0.4956
Epoch   4 Batch  772/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6836, Loss: 0.4861
Epoch   4 Batch  773/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6857, Loss: 0.4829
Epoch   4 Batch  774/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6871, Loss: 0.5121
Epoch   4 Batch  775/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6850, Loss: 0.4951
Epoch   4 Batch  776/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6911, Loss: 0.4942
Epoch   4 Batch  777/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6903, Loss: 0.5056
Epoch   4 Batch  778/1077 - Train Accuracy: 0.6455, Validation Accuracy: 0.6825, Loss: 0.4796
Epoch   4 Batch  779/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6758, Loss: 0.4985
Epoch   4 Batch  780/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6786, Loss: 0.5095
Epoch   4 Batch  781/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.6772, Loss: 0.4743
Epoch   4 Batch  782/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6722, Loss: 0.4833
Epoch   4 Batch  783/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6854, Loss: 0.4908
Epoch   4 Batch  784/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6882, Loss: 0.4884
Epoch   4 Batch  785/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6889, Loss: 0.4708
Epoch   4 Batch  786/1077 - Train Accuracy: 0.6180, Validation Accuracy: 0.6836, Loss: 0.5039
Epoch   4 Batch  787/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6829, Loss: 0.4518
Epoch   4 Batch  788/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6733, Loss: 0.5050
Epoch   4 Batch  789/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6751, Loss: 0.5136
Epoch   4 Batch  790/1077 - Train Accuracy: 0.6043, Validation Accuracy: 0.6815, Loss: 0.5348
Epoch   4 Batch  791/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6790, Loss: 0.5022
Epoch   4 Batch  792/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6854, Loss: 0.5081
Epoch   4 Batch  793/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6822, Loss: 0.4908
Epoch   4 Batch  794/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6843, Loss: 0.5049
Epoch   4 Batch  795/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6857, Loss: 0.5185
Epoch   4 Batch  796/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6825, Loss: 0.4972
Epoch   4 Batch  797/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6864, Loss: 0.4985
Epoch   4 Batch  798/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6825, Loss: 0.5053
Epoch   4 Batch  799/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6871, Loss: 0.5278
Epoch   4 Batch  800/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6768, Loss: 0.4931
Epoch   4 Batch  801/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6655, Loss: 0.5090
Epoch   4 Batch  802/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6712, Loss: 0.4907
Epoch   4 Batch  803/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6744, Loss: 0.5101
Epoch   4 Batch  804/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6754, Loss: 0.5023
Epoch   4 Batch  805/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6754, Loss: 0.4954
Epoch   4 Batch  806/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6719, Loss: 0.4990
Epoch   4 Batch  807/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6822, Loss: 0.4821
Epoch   4 Batch  808/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6768, Loss: 0.5086
Epoch   4 Batch  809/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6768, Loss: 0.5297
Epoch   4 Batch  810/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6832, Loss: 0.4673
Epoch   4 Batch  811/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6822, Loss: 0.4596
Epoch   4 Batch  812/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6850, Loss: 0.5049
Epoch   4 Batch  813/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6861, Loss: 0.4903
Epoch   4 Batch  814/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6875, Loss: 0.4853
Epoch   4 Batch  815/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6822, Loss: 0.4996
Epoch   4 Batch  816/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6847, Loss: 0.5140
Epoch   4 Batch  817/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6857, Loss: 0.5201
Epoch   4 Batch  818/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6950, Loss: 0.4997
Epoch   4 Batch  819/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6967, Loss: 0.4890
Epoch   4 Batch  820/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6960, Loss: 0.5356
Epoch   4 Batch  821/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6907, Loss: 0.4826
Epoch   4 Batch  822/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6893, Loss: 0.5101
Epoch   4 Batch  823/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6825, Loss: 0.4869
Epoch   4 Batch  824/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6843, Loss: 0.4740
Epoch   4 Batch  825/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6783, Loss: 0.4892
Epoch   4 Batch  826/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6893, Loss: 0.4759
Epoch   4 Batch  827/1077 - Train Accuracy: 0.6427, Validation Accuracy: 0.6861, Loss: 0.5078
Epoch   4 Batch  828/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6893, Loss: 0.4932
Epoch   4 Batch  829/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6903, Loss: 0.5081
Epoch   4 Batch  830/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6911, Loss: 0.4874
Epoch   4 Batch  831/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6928, Loss: 0.5049
Epoch   4 Batch  832/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6996, Loss: 0.5043
Epoch   4 Batch  833/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6928, Loss: 0.4986
Epoch   4 Batch  834/1077 - Train Accuracy: 0.6985, Validation Accuracy: 0.6832, Loss: 0.4674
Epoch   4 Batch  835/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6690, Loss: 0.4912
Epoch   4 Batch  836/1077 - Train Accuracy: 0.6291, Validation Accuracy: 0.6715, Loss: 0.5077
Epoch   4 Batch  837/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6815, Loss: 0.5090
Epoch   4 Batch  838/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6804, Loss: 0.4801
Epoch   4 Batch  839/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6708, Loss: 0.4799
Epoch   4 Batch  840/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6850, Loss: 0.4870
Epoch   4 Batch  841/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6918, Loss: 0.5004
Epoch   4 Batch  842/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6946, Loss: 0.4930
Epoch   4 Batch  843/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6946, Loss: 0.4601
Epoch   4 Batch  844/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6971, Loss: 0.4739
Epoch   4 Batch  845/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6989, Loss: 0.4934
Epoch   4 Batch  846/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6974, Loss: 0.4956
Epoch   4 Batch  847/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6911, Loss: 0.4903
Epoch   4 Batch  848/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6953, Loss: 0.5135
Epoch   4 Batch  849/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6854, Loss: 0.4781
Epoch   4 Batch  850/1077 - Train Accuracy: 0.6302, Validation Accuracy: 0.6843, Loss: 0.5308
Epoch   4 Batch  851/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6886, Loss: 0.4817
Epoch   4 Batch  852/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6925, Loss: 0.4994
Epoch   4 Batch  853/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6928, Loss: 0.4746
Epoch   4 Batch  854/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6935, Loss: 0.4981
Epoch   4 Batch  855/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6946, Loss: 0.5065
Epoch   4 Batch  856/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6935, Loss: 0.5098
Epoch   4 Batch  857/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6971, Loss: 0.4859
Epoch   4 Batch  858/1077 - Train Accuracy: 0.6622, Validation Accuracy: 0.6832, Loss: 0.4858
Epoch   4 Batch  859/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6896, Loss: 0.4968
Epoch   4 Batch  860/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6886, Loss: 0.4986
Epoch   4 Batch  861/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6850, Loss: 0.4907
Epoch   4 Batch  862/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6871, Loss: 0.4903
Epoch   4 Batch  863/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6857, Loss: 0.4750
Epoch   4 Batch  864/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6694, Loss: 0.4883
Epoch   4 Batch  865/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6751, Loss: 0.4477
Epoch   4 Batch  866/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6722, Loss: 0.4814
Epoch   4 Batch  867/1077 - Train Accuracy: 0.6129, Validation Accuracy: 0.6804, Loss: 0.5335
Epoch   4 Batch  868/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6818, Loss: 0.4999
Epoch   4 Batch  869/1077 - Train Accuracy: 0.6418, Validation Accuracy: 0.6783, Loss: 0.5024
Epoch   4 Batch  870/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6715, Loss: 0.5076
Epoch   4 Batch  871/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6676, Loss: 0.5037
Epoch   4 Batch  872/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6744, Loss: 0.4910
Epoch   4 Batch  873/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6751, Loss: 0.4983
Epoch   4 Batch  874/1077 - Train Accuracy: 0.6160, Validation Accuracy: 0.6790, Loss: 0.5033
Epoch   4 Batch  875/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6900, Loss: 0.4801
Epoch   4 Batch  876/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6811, Loss: 0.5004
Epoch   4 Batch  877/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6879, Loss: 0.4782
Epoch   4 Batch  878/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6733, Loss: 0.4854
Epoch   4 Batch  879/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6786, Loss: 0.4731
Epoch   4 Batch  880/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6761, Loss: 0.4845
Epoch   4 Batch  881/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6808, Loss: 0.5066
Epoch   4 Batch  882/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6864, Loss: 0.5097
Epoch   4 Batch  883/1077 - Train Accuracy: 0.6123, Validation Accuracy: 0.6818, Loss: 0.5480
Epoch   4 Batch  884/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6822, Loss: 0.4777
Epoch   4 Batch  885/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6900, Loss: 0.4280
Epoch   4 Batch  886/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6815, Loss: 0.5023
Epoch   4 Batch  887/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6708, Loss: 0.5054
Epoch   4 Batch  888/1077 - Train Accuracy: 0.6533, Validation Accuracy: 0.6509, Loss: 0.5281
Epoch   4 Batch  889/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6484, Loss: 0.5206
Epoch   4 Batch  890/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6598, Loss: 0.4783
Epoch   4 Batch  891/1077 - Train Accuracy: 0.6554, Validation Accuracy: 0.6630, Loss: 0.5086
Epoch   4 Batch  892/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6651, Loss: 0.4862
Epoch   4 Batch  893/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6765, Loss: 0.5146
Epoch   4 Batch  894/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6822, Loss: 0.4695
Epoch   4 Batch  895/1077 - Train Accuracy: 0.6270, Validation Accuracy: 0.6864, Loss: 0.5044
Epoch   4 Batch  896/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6797, Loss: 0.5272
Epoch   4 Batch  897/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6893, Loss: 0.4739
Epoch   4 Batch  898/1077 - Train Accuracy: 0.6935, Validation Accuracy: 0.6985, Loss: 0.4638
Epoch   4 Batch  899/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6847, Loss: 0.5156
Epoch   4 Batch  900/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6996, Loss: 0.5017
Epoch   4 Batch  901/1077 - Train Accuracy: 0.6752, Validation Accuracy: 0.6932, Loss: 0.4834
Epoch   4 Batch  902/1077 - Train Accuracy: 0.6696, Validation Accuracy: 0.6882, Loss: 0.4886
Epoch   4 Batch  903/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6804, Loss: 0.4862
Epoch   4 Batch  904/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6879, Loss: 0.4970
Epoch   4 Batch  905/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6918, Loss: 0.4732
Epoch   4 Batch  906/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6864, Loss: 0.4745
Epoch   4 Batch  907/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6921, Loss: 0.4846
Epoch   4 Batch  908/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6946, Loss: 0.5117
Epoch   4 Batch  909/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6772, Loss: 0.5015
Epoch   4 Batch  910/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6811, Loss: 0.4785
Epoch   4 Batch  911/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.6761, Loss: 0.4582
Epoch   4 Batch  912/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6694, Loss: 0.4937
Epoch   4 Batch  913/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6797, Loss: 0.5037
Epoch   4 Batch  914/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.6673, Loss: 0.4470
Epoch   4 Batch  915/1077 - Train Accuracy: 0.6229, Validation Accuracy: 0.6783, Loss: 0.5365
Epoch   4 Batch  916/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6648, Loss: 0.4951
Epoch   4 Batch  917/1077 - Train Accuracy: 0.6238, Validation Accuracy: 0.6783, Loss: 0.4976
Epoch   4 Batch  918/1077 - Train Accuracy: 0.7005, Validation Accuracy: 0.6676, Loss: 0.4527
Epoch   4 Batch  919/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.6779, Loss: 0.4911
Epoch   4 Batch  920/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6754, Loss: 0.5003
Epoch   4 Batch  921/1077 - Train Accuracy: 0.6348, Validation Accuracy: 0.6715, Loss: 0.4965
Epoch   4 Batch  922/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6768, Loss: 0.4656
Epoch   4 Batch  923/1077 - Train Accuracy: 0.6394, Validation Accuracy: 0.6687, Loss: 0.5170
Epoch   4 Batch  924/1077 - Train Accuracy: 0.6451, Validation Accuracy: 0.6754, Loss: 0.5167
Epoch   4 Batch  925/1077 - Train Accuracy: 0.6518, Validation Accuracy: 0.6761, Loss: 0.4842
Epoch   4 Batch  926/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6783, Loss: 0.5037
Epoch   4 Batch  927/1077 - Train Accuracy: 0.6070, Validation Accuracy: 0.6733, Loss: 0.5011
Epoch   4 Batch  928/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6779, Loss: 0.4703
Epoch   4 Batch  929/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6818, Loss: 0.5043
Epoch   4 Batch  930/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6857, Loss: 0.4715
Epoch   4 Batch  931/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6871, Loss: 0.4907
Epoch   4 Batch  932/1077 - Train Accuracy: 0.6062, Validation Accuracy: 0.6978, Loss: 0.5010
Epoch   4 Batch  933/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.6992, Loss: 0.4907
Epoch   4 Batch  934/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6839, Loss: 0.5115
Epoch   4 Batch  935/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6854, Loss: 0.5139
Epoch   4 Batch  936/1077 - Train Accuracy: 0.6760, Validation Accuracy: 0.6896, Loss: 0.4886
Epoch   4 Batch  937/1077 - Train Accuracy: 0.6661, Validation Accuracy: 0.6850, Loss: 0.5159
Epoch   4 Batch  938/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6868, Loss: 0.4844
Epoch   4 Batch  939/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6843, Loss: 0.4857
Epoch   4 Batch  940/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6864, Loss: 0.4873
Epoch   4 Batch  941/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6800, Loss: 0.4630
Epoch   4 Batch  942/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6804, Loss: 0.5030
Epoch   4 Batch  943/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6776, Loss: 0.4941
Epoch   4 Batch  944/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6772, Loss: 0.4744
Epoch   4 Batch  945/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.6800, Loss: 0.4625
Epoch   4 Batch  946/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6825, Loss: 0.4838
Epoch   4 Batch  947/1077 - Train Accuracy: 0.6003, Validation Accuracy: 0.6893, Loss: 0.5306
Epoch   4 Batch  948/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6882, Loss: 0.4850
Epoch   4 Batch  949/1077 - Train Accuracy: 0.7161, Validation Accuracy: 0.6786, Loss: 0.4402
Epoch   4 Batch  950/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6804, Loss: 0.4645
Epoch   4 Batch  951/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6783, Loss: 0.4837
Epoch   4 Batch  952/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6900, Loss: 0.4811
Epoch   4 Batch  953/1077 - Train Accuracy: 0.6628, Validation Accuracy: 0.6832, Loss: 0.4870
Epoch   4 Batch  954/1077 - Train Accuracy: 0.6066, Validation Accuracy: 0.6896, Loss: 0.5078
Epoch   4 Batch  955/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6893, Loss: 0.4820
Epoch   4 Batch  956/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6815, Loss: 0.4713
Epoch   4 Batch  957/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6765, Loss: 0.4553
Epoch   4 Batch  958/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6797, Loss: 0.4885
Epoch   4 Batch  959/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6772, Loss: 0.4663
Epoch   4 Batch  960/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6705, Loss: 0.4782
Epoch   4 Batch  961/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6768, Loss: 0.4933
Epoch   4 Batch  962/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6761, Loss: 0.4790
Epoch   4 Batch  963/1077 - Train Accuracy: 0.6437, Validation Accuracy: 0.6690, Loss: 0.5339
Epoch   4 Batch  964/1077 - Train Accuracy: 0.6749, Validation Accuracy: 0.6825, Loss: 0.4535
Epoch   4 Batch  965/1077 - Train Accuracy: 0.6044, Validation Accuracy: 0.6747, Loss: 0.5145
Epoch   4 Batch  966/1077 - Train Accuracy: 0.7062, Validation Accuracy: 0.6623, Loss: 0.4304
Epoch   4 Batch  967/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6712, Loss: 0.4676
Epoch   4 Batch  968/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6836, Loss: 0.5110
Epoch   4 Batch  969/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6658, Loss: 0.4834
Epoch   4 Batch  970/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6680, Loss: 0.4896
Epoch   4 Batch  971/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6676, Loss: 0.4660
Epoch   4 Batch  972/1077 - Train Accuracy: 0.6332, Validation Accuracy: 0.6676, Loss: 0.4846
Epoch   4 Batch  973/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6644, Loss: 0.4496
Epoch   4 Batch  974/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6712, Loss: 0.5034
Epoch   4 Batch  975/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6818, Loss: 0.4547
Epoch   4 Batch  976/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6761, Loss: 0.4763
Epoch   4 Batch  977/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6776, Loss: 0.4699
Epoch   4 Batch  978/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6786, Loss: 0.4823
Epoch   4 Batch  979/1077 - Train Accuracy: 0.6303, Validation Accuracy: 0.6797, Loss: 0.5081
Epoch   4 Batch  980/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6836, Loss: 0.4957
Epoch   4 Batch  981/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6843, Loss: 0.4966
Epoch   4 Batch  982/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6825, Loss: 0.4770
Epoch   4 Batch  983/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6779, Loss: 0.5098
Epoch   4 Batch  984/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6818, Loss: 0.5232
Epoch   4 Batch  985/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6818, Loss: 0.4774
Epoch   4 Batch  986/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6797, Loss: 0.4917
Epoch   4 Batch  987/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6896, Loss: 0.4561
Epoch   4 Batch  988/1077 - Train Accuracy: 0.6172, Validation Accuracy: 0.6808, Loss: 0.4903
Epoch   4 Batch  989/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6864, Loss: 0.4978
Epoch   4 Batch  990/1077 - Train Accuracy: 0.6460, Validation Accuracy: 0.6925, Loss: 0.5029
Epoch   4 Batch  991/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6928, Loss: 0.4919
Epoch   4 Batch  992/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6903, Loss: 0.4963
Epoch   4 Batch  993/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6868, Loss: 0.4564
Epoch   4 Batch  994/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6928, Loss: 0.4815
Epoch   4 Batch  995/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6893, Loss: 0.4642
Epoch   4 Batch  996/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6896, Loss: 0.4866
Epoch   4 Batch  997/1077 - Train Accuracy: 0.6764, Validation Accuracy: 0.6907, Loss: 0.5042
Epoch   4 Batch  998/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6914, Loss: 0.4704
Epoch   4 Batch  999/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6850, Loss: 0.4851
Epoch   4 Batch 1000/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6847, Loss: 0.4446
Epoch   4 Batch 1001/1077 - Train Accuracy: 0.6765, Validation Accuracy: 0.6857, Loss: 0.4506
Epoch   4 Batch 1002/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6800, Loss: 0.4695
Epoch   4 Batch 1003/1077 - Train Accuracy: 0.7002, Validation Accuracy: 0.6747, Loss: 0.4767
Epoch   4 Batch 1004/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6804, Loss: 0.4702
Epoch   4 Batch 1005/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6808, Loss: 0.4947
Epoch   4 Batch 1006/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6857, Loss: 0.4647
Epoch   4 Batch 1007/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6871, Loss: 0.4603
Epoch   4 Batch 1008/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6875, Loss: 0.4883
Epoch   4 Batch 1009/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6815, Loss: 0.4557
Epoch   4 Batch 1010/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6839, Loss: 0.4873
Epoch   4 Batch 1011/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6903, Loss: 0.4999
Epoch   4 Batch 1012/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6868, Loss: 0.4626
Epoch   4 Batch 1013/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6829, Loss: 0.4649
Epoch   4 Batch 1014/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6779, Loss: 0.5044
Epoch   4 Batch 1015/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6829, Loss: 0.5033
Epoch   4 Batch 1016/1077 - Train Accuracy: 0.6283, Validation Accuracy: 0.6818, Loss: 0.5054
Epoch   4 Batch 1017/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6790, Loss: 0.4823
Epoch   4 Batch 1018/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6797, Loss: 0.4684
Epoch   4 Batch 1019/1077 - Train Accuracy: 0.6505, Validation Accuracy: 0.6765, Loss: 0.5225
Epoch   4 Batch 1020/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6744, Loss: 0.4622
Epoch   4 Batch 1021/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6722, Loss: 0.4822
Epoch   4 Batch 1022/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6740, Loss: 0.4544
Epoch   4 Batch 1023/1077 - Train Accuracy: 0.6800, Validation Accuracy: 0.6761, Loss: 0.4543
Epoch   4 Batch 1024/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6701, Loss: 0.4913
Epoch   4 Batch 1025/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6719, Loss: 0.4668
Epoch   4 Batch 1026/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6726, Loss: 0.4459
Epoch   4 Batch 1027/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6690, Loss: 0.5049
Epoch   4 Batch 1028/1077 - Train Accuracy: 0.6507, Validation Accuracy: 0.6612, Loss: 0.4895
Epoch   4 Batch 1029/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6651, Loss: 0.4767
Epoch   4 Batch 1030/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6719, Loss: 0.4859
Epoch   4 Batch 1031/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6776, Loss: 0.5146
Epoch   4 Batch 1032/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6733, Loss: 0.4801
Epoch   4 Batch 1033/1077 - Train Accuracy: 0.6388, Validation Accuracy: 0.6665, Loss: 0.4664
Epoch   4 Batch 1034/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6680, Loss: 0.5035
Epoch   4 Batch 1035/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6694, Loss: 0.4406
Epoch   4 Batch 1036/1077 - Train Accuracy: 0.6432, Validation Accuracy: 0.6715, Loss: 0.4851
Epoch   4 Batch 1037/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6758, Loss: 0.5045
Epoch   4 Batch 1038/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6818, Loss: 0.4891
Epoch   4 Batch 1039/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6818, Loss: 0.4509
Epoch   4 Batch 1040/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6825, Loss: 0.4950
Epoch   4 Batch 1041/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6744, Loss: 0.4888
Epoch   4 Batch 1042/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6708, Loss: 0.4918
Epoch   4 Batch 1043/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6683, Loss: 0.5113
Epoch   4 Batch 1044/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6751, Loss: 0.4766
Epoch   4 Batch 1045/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6733, Loss: 0.5045
Epoch   4 Batch 1046/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6882, Loss: 0.4639
Epoch   4 Batch 1047/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6776, Loss: 0.4780
Epoch   4 Batch 1048/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6786, Loss: 0.4960
Epoch   4 Batch 1049/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6825, Loss: 0.5037
Epoch   4 Batch 1050/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6847, Loss: 0.4940
Epoch   4 Batch 1051/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6786, Loss: 0.4609
Epoch   4 Batch 1052/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6875, Loss: 0.4621
Epoch   4 Batch 1053/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6893, Loss: 0.4618
Epoch   4 Batch 1054/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6847, Loss: 0.4820
Epoch   4 Batch 1055/1077 - Train Accuracy: 0.6312, Validation Accuracy: 0.6502, Loss: 0.5440
Epoch   4 Batch 1056/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6630, Loss: 0.4897
Epoch   4 Batch 1057/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6705, Loss: 0.5055
Epoch   4 Batch 1058/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6602, Loss: 0.5317
Epoch   4 Batch 1059/1077 - Train Accuracy: 0.6007, Validation Accuracy: 0.6545, Loss: 0.5315
Epoch   4 Batch 1060/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6630, Loss: 0.4734
Epoch   4 Batch 1061/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6719, Loss: 0.5076
Epoch   4 Batch 1062/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6751, Loss: 0.4973
Epoch   4 Batch 1063/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6790, Loss: 0.5073
Epoch   4 Batch 1064/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6808, Loss: 0.4848
Epoch   4 Batch 1065/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6786, Loss: 0.4947
Epoch   4 Batch 1066/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6843, Loss: 0.4721
Epoch   4 Batch 1067/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6896, Loss: 0.5055
Epoch   4 Batch 1068/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6889, Loss: 0.4765
Epoch   4 Batch 1069/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6818, Loss: 0.4481
Epoch   4 Batch 1070/1077 - Train Accuracy: 0.6219, Validation Accuracy: 0.6928, Loss: 0.5101
Epoch   4 Batch 1071/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6733, Loss: 0.4910
Epoch   4 Batch 1072/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6832, Loss: 0.4734
Epoch   4 Batch 1073/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6875, Loss: 0.4967
Epoch   4 Batch 1074/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6861, Loss: 0.4986
Epoch   4 Batch 1075/1077 - Train Accuracy: 0.6542, Validation Accuracy: 0.6776, Loss: 0.5143
Epoch   5 Batch    1/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6896, Loss: 0.4760
Epoch   5 Batch    2/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6747, Loss: 0.5075
Epoch   5 Batch    3/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6825, Loss: 0.4694
Epoch   5 Batch    4/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6669, Loss: 0.4935
Epoch   5 Batch    5/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6776, Loss: 0.4862
Epoch   5 Batch    6/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6822, Loss: 0.4910
Epoch   5 Batch    7/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6957, Loss: 0.4837
Epoch   5 Batch    8/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.7024, Loss: 0.4695
Epoch   5 Batch    9/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6925, Loss: 0.4804
Epoch   5 Batch   10/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6861, Loss: 0.4929
Epoch   5 Batch   11/1077 - Train Accuracy: 0.6350, Validation Accuracy: 0.6864, Loss: 0.4845
Epoch   5 Batch   12/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6722, Loss: 0.5045
Epoch   5 Batch   13/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6697, Loss: 0.4607
Epoch   5 Batch   14/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6729, Loss: 0.4497
Epoch   5 Batch   15/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6804, Loss: 0.4665
Epoch   5 Batch   16/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6776, Loss: 0.4725
Epoch   5 Batch   17/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6658, Loss: 0.4690
Epoch   5 Batch   18/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6722, Loss: 0.4879
Epoch   5 Batch   19/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6694, Loss: 0.4737
Epoch   5 Batch   20/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6680, Loss: 0.4693
Epoch   5 Batch   21/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6683, Loss: 0.5165
Epoch   5 Batch   22/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6779, Loss: 0.4826
Epoch   5 Batch   23/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6985, Loss: 0.4773
Epoch   5 Batch   24/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6861, Loss: 0.4791
Epoch   5 Batch   25/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6836, Loss: 0.4587
Epoch   5 Batch   26/1077 - Train Accuracy: 0.6047, Validation Accuracy: 0.6857, Loss: 0.5095
Epoch   5 Batch   27/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6754, Loss: 0.4458
Epoch   5 Batch   28/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6932, Loss: 0.4723
Epoch   5 Batch   29/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6776, Loss: 0.4785
Epoch   5 Batch   30/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6868, Loss: 0.4872
Epoch   5 Batch   31/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6804, Loss: 0.4743
Epoch   5 Batch   32/1077 - Train Accuracy: 0.6763, Validation Accuracy: 0.6715, Loss: 0.4422
Epoch   5 Batch   33/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6783, Loss: 0.4544
Epoch   5 Batch   34/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6776, Loss: 0.4881
Epoch   5 Batch   35/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6850, Loss: 0.4792
Epoch   5 Batch   36/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6793, Loss: 0.4724
Epoch   5 Batch   37/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6857, Loss: 0.4924
Epoch   5 Batch   38/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6815, Loss: 0.5209
Epoch   5 Batch   39/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6911, Loss: 0.5039
Epoch   5 Batch   40/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6893, Loss: 0.4910
Epoch   5 Batch   41/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.6800, Loss: 0.4853
Epoch   5 Batch   42/1077 - Train Accuracy: 0.6363, Validation Accuracy: 0.6864, Loss: 0.5017
Epoch   5 Batch   43/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6875, Loss: 0.4960
Epoch   5 Batch   44/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6871, Loss: 0.4898
Epoch   5 Batch   45/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6790, Loss: 0.4884
Epoch   5 Batch   46/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6754, Loss: 0.5035
Epoch   5 Batch   47/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6761, Loss: 0.4798
Epoch   5 Batch   48/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6786, Loss: 0.4897
Epoch   5 Batch   49/1077 - Train Accuracy: 0.6440, Validation Accuracy: 0.6733, Loss: 0.4856
Epoch   5 Batch   50/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6733, Loss: 0.4773
Epoch   5 Batch   51/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6843, Loss: 0.4584
Epoch   5 Batch   52/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6850, Loss: 0.4896
Epoch   5 Batch   53/1077 - Train Accuracy: 0.6571, Validation Accuracy: 0.6747, Loss: 0.5099
Epoch   5 Batch   54/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6715, Loss: 0.5035
Epoch   5 Batch   55/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6697, Loss: 0.4649
Epoch   5 Batch   56/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6697, Loss: 0.4580
Epoch   5 Batch   57/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6751, Loss: 0.4511
Epoch   5 Batch   58/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6822, Loss: 0.4680
Epoch   5 Batch   59/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6729, Loss: 0.4918
Epoch   5 Batch   60/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6687, Loss: 0.4575
Epoch   5 Batch   61/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6697, Loss: 0.5024
Epoch   5 Batch   62/1077 - Train Accuracy: 0.6546, Validation Accuracy: 0.6701, Loss: 0.5121
Epoch   5 Batch   63/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6708, Loss: 0.4536
Epoch   5 Batch   64/1077 - Train Accuracy: 0.6379, Validation Accuracy: 0.6719, Loss: 0.4723
Epoch   5 Batch   65/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6648, Loss: 0.4872
Epoch   5 Batch   66/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6719, Loss: 0.4767
Epoch   5 Batch   67/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6825, Loss: 0.4569
Epoch   5 Batch   68/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6797, Loss: 0.4919
Epoch   5 Batch   69/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6673, Loss: 0.4856
Epoch   5 Batch   70/1077 - Train Accuracy: 0.6706, Validation Accuracy: 0.6687, Loss: 0.4942
Epoch   5 Batch   71/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6744, Loss: 0.4684
Epoch   5 Batch   72/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6758, Loss: 0.4795
Epoch   5 Batch   73/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6925, Loss: 0.4900
Epoch   5 Batch   74/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6864, Loss: 0.4292
Epoch   5 Batch   75/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6893, Loss: 0.4985
Epoch   5 Batch   76/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6768, Loss: 0.4604
Epoch   5 Batch   77/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6658, Loss: 0.4771
Epoch   5 Batch   78/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6740, Loss: 0.4891
Epoch   5 Batch   79/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6921, Loss: 0.4756
Epoch   5 Batch   80/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.7067, Loss: 0.4834
Epoch   5 Batch   81/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6935, Loss: 0.4535
Epoch   5 Batch   82/1077 - Train Accuracy: 0.7038, Validation Accuracy: 0.6903, Loss: 0.4286
Epoch   5 Batch   83/1077 - Train Accuracy: 0.5814, Validation Accuracy: 0.6815, Loss: 0.5001
Epoch   5 Batch   84/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6861, Loss: 0.4813
Epoch   5 Batch   85/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6832, Loss: 0.4678
Epoch   5 Batch   86/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6900, Loss: 0.4747
Epoch   5 Batch   87/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6896, Loss: 0.4896
Epoch   5 Batch   88/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6854, Loss: 0.4813
Epoch   5 Batch   89/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6871, Loss: 0.4926
Epoch   5 Batch   90/1077 - Train Accuracy: 0.6234, Validation Accuracy: 0.6843, Loss: 0.4879
Epoch   5 Batch   91/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6825, Loss: 0.4310
Epoch   5 Batch   92/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6829, Loss: 0.4625
Epoch   5 Batch   93/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6868, Loss: 0.4878
Epoch   5 Batch   94/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6939, Loss: 0.4394
Epoch   5 Batch   95/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6925, Loss: 0.4773
Epoch   5 Batch   96/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.6861, Loss: 0.4530
Epoch   5 Batch   97/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6864, Loss: 0.4443
Epoch   5 Batch   98/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7045, Loss: 0.4465
Epoch   5 Batch   99/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6989, Loss: 0.4943
Epoch   5 Batch  100/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7003, Loss: 0.4775
Epoch   5 Batch  101/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.7035, Loss: 0.4893
Epoch   5 Batch  102/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6960, Loss: 0.4463
Epoch   5 Batch  103/1077 - Train Accuracy: 0.6217, Validation Accuracy: 0.6957, Loss: 0.5209
Epoch   5 Batch  104/1077 - Train Accuracy: 0.6258, Validation Accuracy: 0.6918, Loss: 0.5122
Epoch   5 Batch  105/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6896, Loss: 0.4815
Epoch   5 Batch  106/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.6928, Loss: 0.4893
Epoch   5 Batch  107/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6935, Loss: 0.4568
Epoch   5 Batch  108/1077 - Train Accuracy: 0.6911, Validation Accuracy: 0.7003, Loss: 0.4333
Epoch   5 Batch  109/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6861, Loss: 0.4704
Epoch   5 Batch  110/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6776, Loss: 0.4567
Epoch   5 Batch  111/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6786, Loss: 0.4762
Epoch   5 Batch  112/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6875, Loss: 0.4583
Epoch   5 Batch  113/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6978, Loss: 0.4948
Epoch   5 Batch  114/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.6974, Loss: 0.4453
Epoch   5 Batch  115/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6992, Loss: 0.4833
Epoch   5 Batch  116/1077 - Train Accuracy: 0.5992, Validation Accuracy: 0.6953, Loss: 0.5171
Epoch   5 Batch  117/1077 - Train Accuracy: 0.5781, Validation Accuracy: 0.6665, Loss: 0.4937
Epoch   5 Batch  118/1077 - Train Accuracy: 0.6501, Validation Accuracy: 0.6687, Loss: 0.5139
Epoch   5 Batch  119/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6864, Loss: 0.4782
Epoch   5 Batch  120/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6847, Loss: 0.4853
Epoch   5 Batch  121/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6850, Loss: 0.4851
Epoch   5 Batch  122/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6939, Loss: 0.4662
Epoch   5 Batch  123/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6712, Loss: 0.4521
Epoch   5 Batch  124/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6751, Loss: 0.4897
Epoch   5 Batch  125/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6836, Loss: 0.4726
Epoch   5 Batch  126/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6747, Loss: 0.4537
Epoch   5 Batch  127/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6893, Loss: 0.4549
Epoch   5 Batch  128/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.6758, Loss: 0.4415
Epoch   5 Batch  129/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6673, Loss: 0.4473
Epoch   5 Batch  130/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.6612, Loss: 0.4483
Epoch   5 Batch  131/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6836, Loss: 0.4766
Epoch   5 Batch  132/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6839, Loss: 0.4889
Epoch   5 Batch  133/1077 - Train Accuracy: 0.6468, Validation Accuracy: 0.6697, Loss: 0.4853
Epoch   5 Batch  134/1077 - Train Accuracy: 0.6603, Validation Accuracy: 0.6687, Loss: 0.4397
Epoch   5 Batch  135/1077 - Train Accuracy: 0.6776, Validation Accuracy: 0.6729, Loss: 0.4743
Epoch   5 Batch  136/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6584, Loss: 0.4584
Epoch   5 Batch  137/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6673, Loss: 0.4424
Epoch   5 Batch  138/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6822, Loss: 0.4776
Epoch   5 Batch  139/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6804, Loss: 0.4826
Epoch   5 Batch  140/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6790, Loss: 0.4925
Epoch   5 Batch  141/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6822, Loss: 0.4774
Epoch   5 Batch  142/1077 - Train Accuracy: 0.6745, Validation Accuracy: 0.6790, Loss: 0.4580
Epoch   5 Batch  143/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6751, Loss: 0.4732
Epoch   5 Batch  144/1077 - Train Accuracy: 0.6155, Validation Accuracy: 0.6765, Loss: 0.5033
Epoch   5 Batch  145/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6868, Loss: 0.4902
Epoch   5 Batch  146/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6836, Loss: 0.4814
Epoch   5 Batch  147/1077 - Train Accuracy: 0.6293, Validation Accuracy: 0.6776, Loss: 0.5033
Epoch   5 Batch  148/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6871, Loss: 0.4606
Epoch   5 Batch  149/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6921, Loss: 0.4628
Epoch   5 Batch  150/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6637, Loss: 0.4554
Epoch   5 Batch  151/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6680, Loss: 0.4397
Epoch   5 Batch  152/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6893, Loss: 0.4686
Epoch   5 Batch  153/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6793, Loss: 0.4802
Epoch   5 Batch  154/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6797, Loss: 0.4962
Epoch   5 Batch  155/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6719, Loss: 0.4699
Epoch   5 Batch  156/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6783, Loss: 0.4690
Epoch   5 Batch  157/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6818, Loss: 0.4690
Epoch   5 Batch  158/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6857, Loss: 0.4574
Epoch   5 Batch  159/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6850, Loss: 0.4509
Epoch   5 Batch  160/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6871, Loss: 0.4710
Epoch   5 Batch  161/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6779, Loss: 0.4662
Epoch   5 Batch  162/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6776, Loss: 0.5075
Epoch   5 Batch  163/1077 - Train Accuracy: 0.6505, Validation Accuracy: 0.6903, Loss: 0.5049
Epoch   5 Batch  164/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6680, Loss: 0.4691
Epoch   5 Batch  165/1077 - Train Accuracy: 0.6027, Validation Accuracy: 0.6729, Loss: 0.4868
Epoch   5 Batch  166/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6683, Loss: 0.4630
Epoch   5 Batch  167/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6719, Loss: 0.4824
Epoch   5 Batch  168/1077 - Train Accuracy: 0.6435, Validation Accuracy: 0.6815, Loss: 0.4963
Epoch   5 Batch  169/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.6914, Loss: 0.4538
Epoch   5 Batch  170/1077 - Train Accuracy: 0.6387, Validation Accuracy: 0.6957, Loss: 0.4999
Epoch   5 Batch  171/1077 - Train Accuracy: 0.6506, Validation Accuracy: 0.6925, Loss: 0.4382
Epoch   5 Batch  172/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.6932, Loss: 0.4392
Epoch   5 Batch  173/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.7028, Loss: 0.5003
Epoch   5 Batch  174/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7013, Loss: 0.4718
Epoch   5 Batch  175/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6989, Loss: 0.4566
Epoch   5 Batch  176/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.6953, Loss: 0.4841
Epoch   5 Batch  177/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6921, Loss: 0.4855
Epoch   5 Batch  178/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4563
Epoch   5 Batch  179/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6818, Loss: 0.4800
Epoch   5 Batch  180/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6765, Loss: 0.4668
Epoch   5 Batch  181/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6818, Loss: 0.4797
Epoch   5 Batch  182/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6843, Loss: 0.4763
Epoch   5 Batch  183/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6765, Loss: 0.4803
Epoch   5 Batch  184/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6758, Loss: 0.4634
Epoch   5 Batch  185/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6921, Loss: 0.4809
Epoch   5 Batch  186/1077 - Train Accuracy: 0.6427, Validation Accuracy: 0.6847, Loss: 0.4750
Epoch   5 Batch  187/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.4767
Epoch   5 Batch  188/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6708, Loss: 0.4844
Epoch   5 Batch  189/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6868, Loss: 0.4727
Epoch   5 Batch  190/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6793, Loss: 0.4570
Epoch   5 Batch  191/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6779, Loss: 0.4335
Epoch   5 Batch  192/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6793, Loss: 0.4734
Epoch   5 Batch  193/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6740, Loss: 0.4522
Epoch   5 Batch  194/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6669, Loss: 0.4488
Epoch   5 Batch  195/1077 - Train Accuracy: 0.6465, Validation Accuracy: 0.6719, Loss: 0.4707
Epoch   5 Batch  196/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6843, Loss: 0.4597
Epoch   5 Batch  197/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6960, Loss: 0.4479
Epoch   5 Batch  198/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.6935, Loss: 0.4484
Epoch   5 Batch  199/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6882, Loss: 0.4449
Epoch   5 Batch  200/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6950, Loss: 0.4716
Epoch   5 Batch  201/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6857, Loss: 0.4525
Epoch   5 Batch  202/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6758, Loss: 0.4684
Epoch   5 Batch  203/1077 - Train Accuracy: 0.6227, Validation Accuracy: 0.6857, Loss: 0.4653
Epoch   5 Batch  204/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6942, Loss: 0.4941
Epoch   5 Batch  205/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6722, Loss: 0.4558
Epoch   5 Batch  206/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6754, Loss: 0.4606
Epoch   5 Batch  207/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.7013, Loss: 0.4720
Epoch   5 Batch  208/1077 - Train Accuracy: 0.6458, Validation Accuracy: 0.6776, Loss: 0.4534
Epoch   5 Batch  209/1077 - Train Accuracy: 0.6529, Validation Accuracy: 0.6740, Loss: 0.4499
Epoch   5 Batch  210/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6950, Loss: 0.4459
Epoch   5 Batch  211/1077 - Train Accuracy: 0.6137, Validation Accuracy: 0.6747, Loss: 0.4710
Epoch   5 Batch  212/1077 - Train Accuracy: 0.6589, Validation Accuracy: 0.6737, Loss: 0.4363
Epoch   5 Batch  213/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6989, Loss: 0.4419
Epoch   5 Batch  214/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6783, Loss: 0.4635
Epoch   5 Batch  215/1077 - Train Accuracy: 0.6207, Validation Accuracy: 0.6911, Loss: 0.4863
Epoch   5 Batch  216/1077 - Train Accuracy: 0.6203, Validation Accuracy: 0.6879, Loss: 0.4775
Epoch   5 Batch  217/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6882, Loss: 0.4517
Epoch   5 Batch  218/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.6836, Loss: 0.5002
Epoch   5 Batch  219/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.6989, Loss: 0.4512
Epoch   5 Batch  220/1077 - Train Accuracy: 0.6686, Validation Accuracy: 0.6751, Loss: 0.4764
Epoch   5 Batch  221/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.6637, Loss: 0.4692
Epoch   5 Batch  222/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6779, Loss: 0.4755
Epoch   5 Batch  223/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6882, Loss: 0.4521
Epoch   5 Batch  224/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6868, Loss: 0.4640
Epoch   5 Batch  225/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6843, Loss: 0.4706
Epoch   5 Batch  226/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6804, Loss: 0.4625
Epoch   5 Batch  227/1077 - Train Accuracy: 0.5984, Validation Accuracy: 0.6864, Loss: 0.4995
Epoch   5 Batch  228/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.6786, Loss: 0.4398
Epoch   5 Batch  229/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6786, Loss: 0.4494
Epoch   5 Batch  230/1077 - Train Accuracy: 0.6596, Validation Accuracy: 0.6950, Loss: 0.4503
Epoch   5 Batch  231/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6939, Loss: 0.4883
Epoch   5 Batch  232/1077 - Train Accuracy: 0.6353, Validation Accuracy: 0.6914, Loss: 0.4982
Epoch   5 Batch  233/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6900, Loss: 0.4714
Epoch   5 Batch  234/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6900, Loss: 0.4646
Epoch   5 Batch  235/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6868, Loss: 0.4324
Epoch   5 Batch  236/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6850, Loss: 0.4855
Epoch   5 Batch  237/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6879, Loss: 0.4343
Epoch   5 Batch  238/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6946, Loss: 0.4490
Epoch   5 Batch  239/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6783, Loss: 0.4302
Epoch   5 Batch  240/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6829, Loss: 0.4466
Epoch   5 Batch  241/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6829, Loss: 0.4339
Epoch   5 Batch  242/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.6800, Loss: 0.4621
Epoch   5 Batch  243/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6942, Loss: 0.5006
Epoch   5 Batch  244/1077 - Train Accuracy: 0.6911, Validation Accuracy: 0.6811, Loss: 0.4353
Epoch   5 Batch  245/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6839, Loss: 0.4367
Epoch   5 Batch  246/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6832, Loss: 0.4701
Epoch   5 Batch  247/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6772, Loss: 0.4395
Epoch   5 Batch  248/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6747, Loss: 0.4428
Epoch   5 Batch  249/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6879, Loss: 0.4446
Epoch   5 Batch  250/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6808, Loss: 0.4438
Epoch   5 Batch  251/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6854, Loss: 0.4709
Epoch   5 Batch  252/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6839, Loss: 0.4475
Epoch   5 Batch  253/1077 - Train Accuracy: 0.7138, Validation Accuracy: 0.6829, Loss: 0.4319
Epoch   5 Batch  254/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6843, Loss: 0.4600
Epoch   5 Batch  255/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6868, Loss: 0.4545
Epoch   5 Batch  256/1077 - Train Accuracy: 0.6246, Validation Accuracy: 0.6829, Loss: 0.5119
Epoch   5 Batch  257/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6800, Loss: 0.4464
Epoch   5 Batch  258/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6484, Loss: 0.4383
Epoch   5 Batch  259/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6776, Loss: 0.4655
Epoch   5 Batch  260/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6836, Loss: 0.4383
Epoch   5 Batch  261/1077 - Train Accuracy: 0.6626, Validation Accuracy: 0.6854, Loss: 0.4540
Epoch   5 Batch  262/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6875, Loss: 0.4605
Epoch   5 Batch  263/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6964, Loss: 0.4586
Epoch   5 Batch  264/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6957, Loss: 0.4840
Epoch   5 Batch  265/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6832, Loss: 0.4738
Epoch   5 Batch  266/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6875, Loss: 0.4630
Epoch   5 Batch  267/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6751, Loss: 0.4317
Epoch   5 Batch  268/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6761, Loss: 0.4787
Epoch   5 Batch  269/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6754, Loss: 0.4890
Epoch   5 Batch  270/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6772, Loss: 0.4858
Epoch   5 Batch  271/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6776, Loss: 0.4444
Epoch   5 Batch  272/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6626, Loss: 0.4935
Epoch   5 Batch  273/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6669, Loss: 0.4565
Epoch   5 Batch  274/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6754, Loss: 0.4502
Epoch   5 Batch  275/1077 - Train Accuracy: 0.6663, Validation Accuracy: 0.6733, Loss: 0.4363
Epoch   5 Batch  276/1077 - Train Accuracy: 0.6340, Validation Accuracy: 0.6751, Loss: 0.4825
Epoch   5 Batch  277/1077 - Train Accuracy: 0.6778, Validation Accuracy: 0.6719, Loss: 0.4284
Epoch   5 Batch  278/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6712, Loss: 0.4916
Epoch   5 Batch  279/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6719, Loss: 0.5227
Epoch   5 Batch  280/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6751, Loss: 0.4689
Epoch   5 Batch  281/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6747, Loss: 0.4740
Epoch   5 Batch  282/1077 - Train Accuracy: 0.6211, Validation Accuracy: 0.6761, Loss: 0.4869
Epoch   5 Batch  283/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6761, Loss: 0.4628
Epoch   5 Batch  284/1077 - Train Accuracy: 0.6512, Validation Accuracy: 0.6744, Loss: 0.4795
Epoch   5 Batch  285/1077 - Train Accuracy: 0.6611, Validation Accuracy: 0.6744, Loss: 0.4496
Epoch   5 Batch  286/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.6765, Loss: 0.4389
Epoch   5 Batch  287/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6818, Loss: 0.4567
Epoch   5 Batch  288/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.6779, Loss: 0.4936
Epoch   5 Batch  289/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6662, Loss: 0.4666
Epoch   5 Batch  290/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6690, Loss: 0.4793
Epoch   5 Batch  291/1077 - Train Accuracy: 0.6689, Validation Accuracy: 0.6857, Loss: 0.4675
Epoch   5 Batch  292/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6761, Loss: 0.4499
Epoch   5 Batch  293/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6847, Loss: 0.4933
Epoch   5 Batch  294/1077 - Train Accuracy: 0.6726, Validation Accuracy: 0.6847, Loss: 0.4373
Epoch   5 Batch  295/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6719, Loss: 0.4715
Epoch   5 Batch  296/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6765, Loss: 0.4384
Epoch   5 Batch  297/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6701, Loss: 0.4922
Epoch   5 Batch  298/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6726, Loss: 0.4851
Epoch   5 Batch  299/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6641, Loss: 0.4495
Epoch   5 Batch  300/1077 - Train Accuracy: 0.6530, Validation Accuracy: 0.6751, Loss: 0.4652
Epoch   5 Batch  301/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6673, Loss: 0.4593
Epoch   5 Batch  302/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6705, Loss: 0.4526
Epoch   5 Batch  303/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6737, Loss: 0.4777
Epoch   5 Batch  304/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6758, Loss: 0.4356
Epoch   5 Batch  305/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6744, Loss: 0.4520
Epoch   5 Batch  306/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.6673, Loss: 0.4584
Epoch   5 Batch  307/1077 - Train Accuracy: 0.6209, Validation Accuracy: 0.6708, Loss: 0.4606
Epoch   5 Batch  308/1077 - Train Accuracy: 0.6242, Validation Accuracy: 0.6598, Loss: 0.4866
Epoch   5 Batch  309/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6658, Loss: 0.4359
Epoch   5 Batch  310/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6719, Loss: 0.4822
Epoch   5 Batch  311/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6637, Loss: 0.4463
Epoch   5 Batch  312/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6744, Loss: 0.4901
Epoch   5 Batch  313/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6751, Loss: 0.4386
Epoch   5 Batch  314/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6776, Loss: 0.4648
Epoch   5 Batch  315/1077 - Train Accuracy: 0.6946, Validation Accuracy: 0.6726, Loss: 0.4337
Epoch   5 Batch  316/1077 - Train Accuracy: 0.6975, Validation Accuracy: 0.6854, Loss: 0.4371
Epoch   5 Batch  317/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6882, Loss: 0.4946
Epoch   5 Batch  318/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6850, Loss: 0.4821
Epoch   5 Batch  319/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6815, Loss: 0.4697
Epoch   5 Batch  320/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6804, Loss: 0.4726
Epoch   5 Batch  321/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6818, Loss: 0.4679
Epoch   5 Batch  322/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.6939, Loss: 0.4453
Epoch   5 Batch  323/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6900, Loss: 0.4543
Epoch   5 Batch  324/1077 - Train Accuracy: 0.6375, Validation Accuracy: 0.6793, Loss: 0.4638
Epoch   5 Batch  325/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6914, Loss: 0.4320
Epoch   5 Batch  326/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6839, Loss: 0.4440
Epoch   5 Batch  327/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6864, Loss: 0.4801
Epoch   5 Batch  328/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.6921, Loss: 0.4588
Epoch   5 Batch  329/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6744, Loss: 0.4733
Epoch   5 Batch  330/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6722, Loss: 0.4497
Epoch   5 Batch  331/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6832, Loss: 0.4640
Epoch   5 Batch  332/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6758, Loss: 0.4261
Epoch   5 Batch  333/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.6815, Loss: 0.4701
Epoch   5 Batch  334/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6793, Loss: 0.4493
Epoch   5 Batch  335/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6800, Loss: 0.4356
Epoch   5 Batch  336/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6726, Loss: 0.4665
Epoch   5 Batch  337/1077 - Train Accuracy: 0.6371, Validation Accuracy: 0.6737, Loss: 0.4914
Epoch   5 Batch  338/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6783, Loss: 0.4852
Epoch   5 Batch  339/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6847, Loss: 0.4531
Epoch   5 Batch  340/1077 - Train Accuracy: 0.6653, Validation Accuracy: 0.6839, Loss: 0.4585
Epoch   5 Batch  341/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6854, Loss: 0.5018
Epoch   5 Batch  342/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.6822, Loss: 0.4471
Epoch   5 Batch  343/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6903, Loss: 0.4785
Epoch   5 Batch  344/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.6879, Loss: 0.4588
Epoch   5 Batch  345/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6921, Loss: 0.4484
Epoch   5 Batch  346/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6843, Loss: 0.4676
Epoch   5 Batch  347/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6825, Loss: 0.4263
Epoch   5 Batch  348/1077 - Train Accuracy: 0.6749, Validation Accuracy: 0.6882, Loss: 0.4475
Epoch   5 Batch  349/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6935, Loss: 0.4499
Epoch   5 Batch  350/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6886, Loss: 0.4593
Epoch   5 Batch  351/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6808, Loss: 0.4819
Epoch   5 Batch  352/1077 - Train Accuracy: 0.6266, Validation Accuracy: 0.6783, Loss: 0.4681
Epoch   5 Batch  353/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6797, Loss: 0.4897
Epoch   5 Batch  354/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6747, Loss: 0.4874
Epoch   5 Batch  355/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6847, Loss: 0.4511
Epoch   5 Batch  356/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6918, Loss: 0.4544
Epoch   5 Batch  357/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.6800, Loss: 0.4360
Epoch   5 Batch  358/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6772, Loss: 0.4863
Epoch   5 Batch  359/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6843, Loss: 0.4698
Epoch   5 Batch  360/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6921, Loss: 0.4511
Epoch   5 Batch  361/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6950, Loss: 0.4804
Epoch   5 Batch  362/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6939, Loss: 0.4400
Epoch   5 Batch  363/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6708, Loss: 0.4766
Epoch   5 Batch  364/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.6737, Loss: 0.4762
Epoch   5 Batch  365/1077 - Train Accuracy: 0.6176, Validation Accuracy: 0.6701, Loss: 0.4607
Epoch   5 Batch  366/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6733, Loss: 0.4712
Epoch   5 Batch  367/1077 - Train Accuracy: 0.7206, Validation Accuracy: 0.6747, Loss: 0.3963
Epoch   5 Batch  368/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6797, Loss: 0.4627
Epoch   5 Batch  369/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6715, Loss: 0.4463
Epoch   5 Batch  370/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6634, Loss: 0.4484
Epoch   5 Batch  371/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.6708, Loss: 0.4470
Epoch   5 Batch  372/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6705, Loss: 0.4470
Epoch   5 Batch  373/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6758, Loss: 0.4301
Epoch   5 Batch  374/1077 - Train Accuracy: 0.6477, Validation Accuracy: 0.6761, Loss: 0.4863
Epoch   5 Batch  375/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6818, Loss: 0.4241
Epoch   5 Batch  376/1077 - Train Accuracy: 0.6999, Validation Accuracy: 0.6939, Loss: 0.4352
Epoch   5 Batch  377/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6761, Loss: 0.4711
Epoch   5 Batch  378/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.6832, Loss: 0.4461
Epoch   5 Batch  379/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6776, Loss: 0.4635
Epoch   5 Batch  380/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6701, Loss: 0.4392
Epoch   5 Batch  381/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6715, Loss: 0.4699
Epoch   5 Batch  382/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6879, Loss: 0.4646
Epoch   5 Batch  383/1077 - Train Accuracy: 0.6496, Validation Accuracy: 0.6790, Loss: 0.4427
Epoch   5 Batch  384/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.6751, Loss: 0.4432
Epoch   5 Batch  385/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6751, Loss: 0.4641
Epoch   5 Batch  386/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6790, Loss: 0.4518
Epoch   5 Batch  387/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6832, Loss: 0.4335
Epoch   5 Batch  388/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6783, Loss: 0.4763
Epoch   5 Batch  389/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6822, Loss: 0.4531
Epoch   5 Batch  390/1077 - Train Accuracy: 0.6141, Validation Accuracy: 0.6808, Loss: 0.4840
Epoch   5 Batch  391/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6729, Loss: 0.4472
Epoch   5 Batch  392/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6797, Loss: 0.4352
Epoch   5 Batch  393/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6694, Loss: 0.4438
Epoch   5 Batch  394/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6729, Loss: 0.4780
Epoch   5 Batch  395/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6697, Loss: 0.4283
Epoch   5 Batch  396/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6839, Loss: 0.4668
Epoch   5 Batch  397/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.6793, Loss: 0.4568
Epoch   5 Batch  398/1077 - Train Accuracy: 0.6600, Validation Accuracy: 0.6765, Loss: 0.4725
Epoch   5 Batch  399/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6790, Loss: 0.4714
Epoch   5 Batch  400/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6808, Loss: 0.4650
Epoch   5 Batch  401/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6800, Loss: 0.4530
Epoch   5 Batch  402/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6928, Loss: 0.4310
Epoch   5 Batch  403/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6790, Loss: 0.4601
Epoch   5 Batch  404/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.6673, Loss: 0.4421
Epoch   5 Batch  405/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6722, Loss: 0.4889
Epoch   5 Batch  406/1077 - Train Accuracy: 0.7364, Validation Accuracy: 0.6871, Loss: 0.4368
Epoch   5 Batch  407/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.7006, Loss: 0.4715
Epoch   5 Batch  408/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6907, Loss: 0.4594
Epoch   5 Batch  409/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6886, Loss: 0.4698
Epoch   5 Batch  410/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6935, Loss: 0.4714
Epoch   5 Batch  411/1077 - Train Accuracy: 0.6756, Validation Accuracy: 0.6942, Loss: 0.4301
Epoch   5 Batch  412/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6886, Loss: 0.4509
Epoch   5 Batch  413/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6939, Loss: 0.4553
Epoch   5 Batch  414/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6861, Loss: 0.4841
Epoch   5 Batch  415/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6861, Loss: 0.4349
Epoch   5 Batch  416/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6903, Loss: 0.4506
Epoch   5 Batch  417/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6790, Loss: 0.4565
Epoch   5 Batch  418/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6914, Loss: 0.4559
Epoch   5 Batch  419/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.7013, Loss: 0.4640
Epoch   5 Batch  420/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6992, Loss: 0.4397
Epoch   5 Batch  421/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6900, Loss: 0.4699
Epoch   5 Batch  422/1077 - Train Accuracy: 0.6778, Validation Accuracy: 0.6900, Loss: 0.4447
Epoch   5 Batch  423/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6861, Loss: 0.4615
Epoch   5 Batch  424/1077 - Train Accuracy: 0.6148, Validation Accuracy: 0.6839, Loss: 0.4734
Epoch   5 Batch  425/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6768, Loss: 0.4532
Epoch   5 Batch  426/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6729, Loss: 0.4657
Epoch   5 Batch  427/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6815, Loss: 0.4485
Epoch   5 Batch  428/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6811, Loss: 0.4211
Epoch   5 Batch  429/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6747, Loss: 0.4484
Epoch   5 Batch  430/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6871, Loss: 0.4505
Epoch   5 Batch  431/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6864, Loss: 0.4631
Epoch   5 Batch  432/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.6868, Loss: 0.4366
Epoch   5 Batch  433/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6939, Loss: 0.4775
Epoch   5 Batch  434/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6907, Loss: 0.4772
Epoch   5 Batch  435/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6815, Loss: 0.4781
Epoch   5 Batch  436/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6875, Loss: 0.4440
Epoch   5 Batch  437/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6907, Loss: 0.4812
Epoch   5 Batch  438/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.7010, Loss: 0.4585
Epoch   5 Batch  439/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6562, Loss: 0.4757
Epoch   5 Batch  440/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6527, Loss: 0.4737
Epoch   5 Batch  441/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6715, Loss: 0.4442
Epoch   5 Batch  442/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.6864, Loss: 0.4426
Epoch   5 Batch  443/1077 - Train Accuracy: 0.6786, Validation Accuracy: 0.6850, Loss: 0.4380
Epoch   5 Batch  444/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6829, Loss: 0.4591
Epoch   5 Batch  445/1077 - Train Accuracy: 0.6365, Validation Accuracy: 0.6726, Loss: 0.4712
Epoch   5 Batch  446/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.6626, Loss: 0.4318
Epoch   5 Batch  447/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6729, Loss: 0.4681
Epoch   5 Batch  448/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6690, Loss: 0.4534
Epoch   5 Batch  449/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6641, Loss: 0.4810
Epoch   5 Batch  450/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6797, Loss: 0.4312
Epoch   5 Batch  451/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.6815, Loss: 0.4199
Epoch   5 Batch  452/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6839, Loss: 0.4636
Epoch   5 Batch  453/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6708, Loss: 0.4395
Epoch   5 Batch  454/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6683, Loss: 0.4840
Epoch   5 Batch  455/1077 - Train Accuracy: 0.6712, Validation Accuracy: 0.6722, Loss: 0.4402
Epoch   5 Batch  456/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6761, Loss: 0.4549
Epoch   5 Batch  457/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6871, Loss: 0.4346
Epoch   5 Batch  458/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6811, Loss: 0.4623
Epoch   5 Batch  459/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6847, Loss: 0.4305
Epoch   5 Batch  460/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6839, Loss: 0.4728
Epoch   5 Batch  461/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.6825, Loss: 0.4545
Epoch   5 Batch  462/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4468
Epoch   5 Batch  463/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6790, Loss: 0.4647
Epoch   5 Batch  464/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6822, Loss: 0.4513
Epoch   5 Batch  465/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6864, Loss: 0.5055
Epoch   5 Batch  466/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6953, Loss: 0.4585
Epoch   5 Batch  467/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6825, Loss: 0.4310
Epoch   5 Batch  468/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6847, Loss: 0.4525
Epoch   5 Batch  469/1077 - Train Accuracy: 0.6434, Validation Accuracy: 0.6903, Loss: 0.4804
Epoch   5 Batch  470/1077 - Train Accuracy: 0.6525, Validation Accuracy: 0.6918, Loss: 0.4773
Epoch   5 Batch  471/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6871, Loss: 0.4555
Epoch   5 Batch  472/1077 - Train Accuracy: 0.6592, Validation Accuracy: 0.6680, Loss: 0.4253
Epoch   5 Batch  473/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6680, Loss: 0.4694
Epoch   5 Batch  474/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6818, Loss: 0.4776
Epoch   5 Batch  475/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4498
Epoch   5 Batch  476/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6832, Loss: 0.4512
Epoch   5 Batch  477/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6765, Loss: 0.4290
Epoch   5 Batch  478/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6744, Loss: 0.4938
Epoch   5 Batch  479/1077 - Train Accuracy: 0.6262, Validation Accuracy: 0.6754, Loss: 0.4752
Epoch   5 Batch  480/1077 - Train Accuracy: 0.6842, Validation Accuracy: 0.6818, Loss: 0.4592
Epoch   5 Batch  481/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6854, Loss: 0.4512
Epoch   5 Batch  482/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6918, Loss: 0.4776
Epoch   5 Batch  483/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.6907, Loss: 0.4756
Epoch   5 Batch  484/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.6907, Loss: 0.4464
Epoch   5 Batch  485/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6836, Loss: 0.4753
Epoch   5 Batch  486/1077 - Train Accuracy: 0.7015, Validation Accuracy: 0.6882, Loss: 0.4586
Epoch   5 Batch  487/1077 - Train Accuracy: 0.6624, Validation Accuracy: 0.6882, Loss: 0.4805
Epoch   5 Batch  488/1077 - Train Accuracy: 0.6517, Validation Accuracy: 0.6825, Loss: 0.4627
Epoch   5 Batch  489/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6925, Loss: 0.4357
Epoch   5 Batch  490/1077 - Train Accuracy: 0.6535, Validation Accuracy: 0.6879, Loss: 0.4681
Epoch   5 Batch  491/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.6889, Loss: 0.4487
Epoch   5 Batch  492/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6914, Loss: 0.4751
Epoch   5 Batch  493/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6911, Loss: 0.4129
Epoch   5 Batch  494/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6843, Loss: 0.4385
Epoch   5 Batch  495/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6847, Loss: 0.4426
Epoch   5 Batch  496/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6886, Loss: 0.4589
Epoch   5 Batch  497/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6914, Loss: 0.4941
Epoch   5 Batch  498/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.6996, Loss: 0.4417
Epoch   5 Batch  499/1077 - Train Accuracy: 0.6544, Validation Accuracy: 0.7024, Loss: 0.4488
Epoch   5 Batch  500/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6914, Loss: 0.4463
Epoch   5 Batch  501/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6960, Loss: 0.4479
Epoch   5 Batch  502/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.6978, Loss: 0.4599
Epoch   5 Batch  503/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7063, Loss: 0.4534
Epoch   5 Batch  504/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.7060, Loss: 0.4645
Epoch   5 Batch  505/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7056, Loss: 0.4096
Epoch   5 Batch  506/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.7042, Loss: 0.4614
Epoch   5 Batch  507/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6911, Loss: 0.4472
Epoch   5 Batch  508/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.7013, Loss: 0.4394
Epoch   5 Batch  509/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7127, Loss: 0.4715
Epoch   5 Batch  510/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7070, Loss: 0.4387
Epoch   5 Batch  511/1077 - Train Accuracy: 0.6546, Validation Accuracy: 0.7152, Loss: 0.4582
Epoch   5 Batch  512/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7106, Loss: 0.4392
Epoch   5 Batch  513/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.7028, Loss: 0.4494
Epoch   5 Batch  514/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.7049, Loss: 0.4587
Epoch   5 Batch  515/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6900, Loss: 0.4895
Epoch   5 Batch  516/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.6886, Loss: 0.4103
Epoch   5 Batch  517/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.6800, Loss: 0.4418
Epoch   5 Batch  518/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6875, Loss: 0.4443
Epoch   5 Batch  519/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6875, Loss: 0.4434
Epoch   5 Batch  520/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.6900, Loss: 0.4151
Epoch   5 Batch  521/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6893, Loss: 0.4306
Epoch   5 Batch  522/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6868, Loss: 0.4819
Epoch   5 Batch  523/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6953, Loss: 0.4644
Epoch   5 Batch  524/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6942, Loss: 0.4680
Epoch   5 Batch  525/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6825, Loss: 0.4408
Epoch   5 Batch  526/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6783, Loss: 0.4473
Epoch   5 Batch  527/1077 - Train Accuracy: 0.6439, Validation Accuracy: 0.6829, Loss: 0.4589
Epoch   5 Batch  528/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6818, Loss: 0.4422
Epoch   5 Batch  529/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6818, Loss: 0.4406
Epoch   5 Batch  530/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6786, Loss: 0.4736
Epoch   5 Batch  531/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6690, Loss: 0.4543
Epoch   5 Batch  532/1077 - Train Accuracy: 0.6082, Validation Accuracy: 0.6797, Loss: 0.4883
Epoch   5 Batch  533/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6722, Loss: 0.4682
Epoch   5 Batch  534/1077 - Train Accuracy: 0.6704, Validation Accuracy: 0.6765, Loss: 0.4483
Epoch   5 Batch  535/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6783, Loss: 0.4524
Epoch   5 Batch  536/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6669, Loss: 0.4281
Epoch   5 Batch  537/1077 - Train Accuracy: 0.6508, Validation Accuracy: 0.6772, Loss: 0.4626
Epoch   5 Batch  538/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.6808, Loss: 0.4279
Epoch   5 Batch  539/1077 - Train Accuracy: 0.6539, Validation Accuracy: 0.6864, Loss: 0.4523
Epoch   5 Batch  540/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6729, Loss: 0.4219
Epoch   5 Batch  541/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6768, Loss: 0.4570
Epoch   5 Batch  542/1077 - Train Accuracy: 0.6699, Validation Accuracy: 0.6829, Loss: 0.4464
Epoch   5 Batch  543/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6768, Loss: 0.4520
Epoch   5 Batch  544/1077 - Train Accuracy: 0.6352, Validation Accuracy: 0.6804, Loss: 0.4563
Epoch   5 Batch  545/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.6811, Loss: 0.4779
Epoch   5 Batch  546/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6868, Loss: 0.4695
Epoch   5 Batch  547/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6868, Loss: 0.4408
Epoch   5 Batch  548/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6804, Loss: 0.4576
Epoch   5 Batch  549/1077 - Train Accuracy: 0.6145, Validation Accuracy: 0.6953, Loss: 0.4677
Epoch   5 Batch  550/1077 - Train Accuracy: 0.6344, Validation Accuracy: 0.6914, Loss: 0.4826
Epoch   5 Batch  551/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6854, Loss: 0.4658
Epoch   5 Batch  552/1077 - Train Accuracy: 0.6523, Validation Accuracy: 0.6790, Loss: 0.4596
Epoch   5 Batch  553/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.6793, Loss: 0.4476
Epoch   5 Batch  554/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6729, Loss: 0.4636
Epoch   5 Batch  555/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6744, Loss: 0.4543
Epoch   5 Batch  556/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6712, Loss: 0.4383
Epoch   5 Batch  557/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6836, Loss: 0.4610
Epoch   5 Batch  558/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6882, Loss: 0.4419
Epoch   5 Batch  559/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6868, Loss: 0.4459
Epoch   5 Batch  560/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6950, Loss: 0.4344
Epoch   5 Batch  561/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6928, Loss: 0.4368
Epoch   5 Batch  562/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6950, Loss: 0.4167
Epoch   5 Batch  563/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6982, Loss: 0.4655
Epoch   5 Batch  564/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6882, Loss: 0.4713
Epoch   5 Batch  565/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6999, Loss: 0.4497
Epoch   5 Batch  566/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6907, Loss: 0.4677
Epoch   5 Batch  567/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.7035, Loss: 0.4549
Epoch   5 Batch  568/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6971, Loss: 0.4388
Epoch   5 Batch  569/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6957, Loss: 0.4506
Epoch   5 Batch  570/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6918, Loss: 0.4760
Epoch   5 Batch  571/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.6886, Loss: 0.4265
Epoch   5 Batch  572/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6978, Loss: 0.4175
Epoch   5 Batch  573/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.6999, Loss: 0.4616
Epoch   5 Batch  574/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7006, Loss: 0.4585
Epoch   5 Batch  575/1077 - Train Accuracy: 0.6767, Validation Accuracy: 0.7063, Loss: 0.4417
Epoch   5 Batch  576/1077 - Train Accuracy: 0.6850, Validation Accuracy: 0.7092, Loss: 0.4624
Epoch   5 Batch  577/1077 - Train Accuracy: 0.6579, Validation Accuracy: 0.7148, Loss: 0.4615
Epoch   5 Batch  578/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7145, Loss: 0.4604
Epoch   5 Batch  579/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7074, Loss: 0.4423
Epoch   5 Batch  580/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.6971, Loss: 0.4099
Epoch   5 Batch  581/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7045, Loss: 0.4369
Epoch   5 Batch  582/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7099, Loss: 0.4350
Epoch   5 Batch  583/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7021, Loss: 0.4711
Epoch   5 Batch  584/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.6900, Loss: 0.4466
Epoch   5 Batch  585/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.7013, Loss: 0.4273
Epoch   5 Batch  586/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6871, Loss: 0.4648
Epoch   5 Batch  587/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.7013, Loss: 0.4255
Epoch   5 Batch  588/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6942, Loss: 0.4484
Epoch   5 Batch  589/1077 - Train Accuracy: 0.6933, Validation Accuracy: 0.6978, Loss: 0.4527
Epoch   5 Batch  590/1077 - Train Accuracy: 0.6271, Validation Accuracy: 0.6811, Loss: 0.4728
Epoch   5 Batch  591/1077 - Train Accuracy: 0.7006, Validation Accuracy: 0.6861, Loss: 0.4064
Epoch   5 Batch  592/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6903, Loss: 0.4454
Epoch   5 Batch  593/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6818, Loss: 0.4399
Epoch   5 Batch  594/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6886, Loss: 0.4623
Epoch   5 Batch  595/1077 - Train Accuracy: 0.6188, Validation Accuracy: 0.6903, Loss: 0.4571
Epoch   5 Batch  596/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6914, Loss: 0.4628
Epoch   5 Batch  597/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6950, Loss: 0.4579
Epoch   5 Batch  598/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6974, Loss: 0.4309
Epoch   5 Batch  599/1077 - Train Accuracy: 0.6305, Validation Accuracy: 0.6989, Loss: 0.4824
Epoch   5 Batch  600/1077 - Train Accuracy: 0.7128, Validation Accuracy: 0.6971, Loss: 0.4176
Epoch   5 Batch  601/1077 - Train Accuracy: 0.6663, Validation Accuracy: 0.7017, Loss: 0.4399
Epoch   5 Batch  602/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6900, Loss: 0.4511
Epoch   5 Batch  603/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.6967, Loss: 0.4374
Epoch   5 Batch  604/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6882, Loss: 0.4589
Epoch   5 Batch  605/1077 - Train Accuracy: 0.7093, Validation Accuracy: 0.6737, Loss: 0.4563
Epoch   5 Batch  606/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7045, Loss: 0.4277
Epoch   5 Batch  607/1077 - Train Accuracy: 0.7308, Validation Accuracy: 0.6999, Loss: 0.4195
Epoch   5 Batch  608/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6942, Loss: 0.4573
Epoch   5 Batch  609/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7074, Loss: 0.4575
Epoch   5 Batch  610/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7092, Loss: 0.4573
Epoch   5 Batch  611/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6868, Loss: 0.4675
Epoch   5 Batch  612/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7042, Loss: 0.4220
Epoch   5 Batch  613/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6992, Loss: 0.4642
Epoch   5 Batch  614/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7067, Loss: 0.4312
Epoch   5 Batch  615/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6942, Loss: 0.4430
Epoch   5 Batch  616/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6822, Loss: 0.4721
Epoch   5 Batch  617/1077 - Train Accuracy: 0.6708, Validation Accuracy: 0.6918, Loss: 0.4345
Epoch   5 Batch  618/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6928, Loss: 0.4577
Epoch   5 Batch  619/1077 - Train Accuracy: 0.6604, Validation Accuracy: 0.6971, Loss: 0.4725
Epoch   5 Batch  620/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6783, Loss: 0.4338
Epoch   5 Batch  621/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6871, Loss: 0.4414
Epoch   5 Batch  622/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.6882, Loss: 0.4853
Epoch   5 Batch  623/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6921, Loss: 0.4704
Epoch   5 Batch  624/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.6882, Loss: 0.4263
Epoch   5 Batch  625/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6953, Loss: 0.4471
Epoch   5 Batch  626/1077 - Train Accuracy: 0.6868, Validation Accuracy: 0.6918, Loss: 0.4053
Epoch   5 Batch  627/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6918, Loss: 0.4526
Epoch   5 Batch  628/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6967, Loss: 0.4601
Epoch   5 Batch  629/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6985, Loss: 0.4600
Epoch   5 Batch  630/1077 - Train Accuracy: 0.6441, Validation Accuracy: 0.6971, Loss: 0.4514
Epoch   5 Batch  631/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.7003, Loss: 0.4213
Epoch   5 Batch  632/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.7042, Loss: 0.4684
Epoch   5 Batch  633/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6999, Loss: 0.4407
Epoch   5 Batch  634/1077 - Train Accuracy: 0.6923, Validation Accuracy: 0.6939, Loss: 0.4270
Epoch   5 Batch  635/1077 - Train Accuracy: 0.6698, Validation Accuracy: 0.6800, Loss: 0.4722
Epoch   5 Batch  636/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6918, Loss: 0.4412
Epoch   5 Batch  637/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.7074, Loss: 0.4671
Epoch   5 Batch  638/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6829, Loss: 0.4312
Epoch   5 Batch  639/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.6829, Loss: 0.4465
Epoch   5 Batch  640/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.7081, Loss: 0.4419
Epoch   5 Batch  641/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6857, Loss: 0.4345
Epoch   5 Batch  642/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.7013, Loss: 0.4519
Epoch   5 Batch  643/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6985, Loss: 0.4242
Epoch   5 Batch  644/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7049, Loss: 0.4378
Epoch   5 Batch  645/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.7010, Loss: 0.4219
Epoch   5 Batch  646/1077 - Train Accuracy: 0.6856, Validation Accuracy: 0.7074, Loss: 0.4397
Epoch   5 Batch  647/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.6999, Loss: 0.4508
Epoch   5 Batch  648/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6985, Loss: 0.4390
Epoch   5 Batch  649/1077 - Train Accuracy: 0.6461, Validation Accuracy: 0.6996, Loss: 0.4595
Epoch   5 Batch  650/1077 - Train Accuracy: 0.6254, Validation Accuracy: 0.6857, Loss: 0.4615
Epoch   5 Batch  651/1077 - Train Accuracy: 0.7061, Validation Accuracy: 0.6832, Loss: 0.4389
Epoch   5 Batch  652/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6836, Loss: 0.4671
Epoch   5 Batch  653/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6843, Loss: 0.4612
Epoch   5 Batch  654/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6889, Loss: 0.4349
Epoch   5 Batch  655/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6900, Loss: 0.4587
Epoch   5 Batch  656/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6875, Loss: 0.4572
Epoch   5 Batch  657/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6811, Loss: 0.4725
Epoch   5 Batch  658/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.6850, Loss: 0.4335
Epoch   5 Batch  659/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.6857, Loss: 0.4364
Epoch   5 Batch  660/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7024, Loss: 0.4565
Epoch   5 Batch  661/1077 - Train Accuracy: 0.7217, Validation Accuracy: 0.6918, Loss: 0.4134
Epoch   5 Batch  662/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6950, Loss: 0.4241
Epoch   5 Batch  663/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6903, Loss: 0.4250
Epoch   5 Batch  664/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6914, Loss: 0.4345
Epoch   5 Batch  665/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4611
Epoch   5 Batch  666/1077 - Train Accuracy: 0.6558, Validation Accuracy: 0.6847, Loss: 0.4679
Epoch   5 Batch  667/1077 - Train Accuracy: 0.6377, Validation Accuracy: 0.6903, Loss: 0.4754
Epoch   5 Batch  668/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.6992, Loss: 0.4353
Epoch   5 Batch  669/1077 - Train Accuracy: 0.6582, Validation Accuracy: 0.7067, Loss: 0.4395
Epoch   5 Batch  670/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7031, Loss: 0.4109
Epoch   5 Batch  671/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6953, Loss: 0.4741
Epoch   5 Batch  672/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6779, Loss: 0.4437
Epoch   5 Batch  673/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6733, Loss: 0.4159
Epoch   5 Batch  674/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6765, Loss: 0.4520
Epoch   5 Batch  675/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6744, Loss: 0.4309
Epoch   5 Batch  676/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.6875, Loss: 0.4565
Epoch   5 Batch  677/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6893, Loss: 0.4686
Epoch   5 Batch  678/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6886, Loss: 0.4219
Epoch   5 Batch  679/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6918, Loss: 0.4540
Epoch   5 Batch  680/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.6779, Loss: 0.4403
Epoch   5 Batch  681/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7003, Loss: 0.4566
Epoch   5 Batch  682/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6907, Loss: 0.4667
Epoch   5 Batch  683/1077 - Train Accuracy: 0.6383, Validation Accuracy: 0.6893, Loss: 0.4511
Epoch   5 Batch  684/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6925, Loss: 0.4379
Epoch   5 Batch  685/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6903, Loss: 0.4469
Epoch   5 Batch  686/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6928, Loss: 0.4245
Epoch   5 Batch  687/1077 - Train Accuracy: 0.6777, Validation Accuracy: 0.6907, Loss: 0.4591
Epoch   5 Batch  688/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6935, Loss: 0.4334
Epoch   5 Batch  689/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6871, Loss: 0.4437
Epoch   5 Batch  690/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6871, Loss: 0.4389
Epoch   5 Batch  691/1077 - Train Accuracy: 0.6591, Validation Accuracy: 0.6864, Loss: 0.4957
Epoch   5 Batch  692/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6875, Loss: 0.4144
Epoch   5 Batch  693/1077 - Train Accuracy: 0.6053, Validation Accuracy: 0.6808, Loss: 0.5067
Epoch   5 Batch  694/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6776, Loss: 0.4056
Epoch   5 Batch  695/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6772, Loss: 0.4343
Epoch   5 Batch  696/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.6871, Loss: 0.4694
Epoch   5 Batch  697/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6864, Loss: 0.4303
Epoch   5 Batch  698/1077 - Train Accuracy: 0.6886, Validation Accuracy: 0.6847, Loss: 0.4176
Epoch   5 Batch  699/1077 - Train Accuracy: 0.6472, Validation Accuracy: 0.6694, Loss: 0.4685
Epoch   5 Batch  700/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6676, Loss: 0.4324
Epoch   5 Batch  701/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.6772, Loss: 0.4570
Epoch   5 Batch  702/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6925, Loss: 0.4393
Epoch   5 Batch  703/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.6886, Loss: 0.4634
Epoch   5 Batch  704/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6854, Loss: 0.4585
Epoch   5 Batch  705/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6925, Loss: 0.4970
Epoch   5 Batch  706/1077 - Train Accuracy: 0.6429, Validation Accuracy: 0.6815, Loss: 0.4492
Epoch   5 Batch  707/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6836, Loss: 0.4426
Epoch   5 Batch  708/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6903, Loss: 0.4521
Epoch   5 Batch  709/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6861, Loss: 0.4638
Epoch   5 Batch  710/1077 - Train Accuracy: 0.6195, Validation Accuracy: 0.6893, Loss: 0.4530
Epoch   5 Batch  711/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6886, Loss: 0.4662
Epoch   5 Batch  712/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.6925, Loss: 0.4356
Epoch   5 Batch  713/1077 - Train Accuracy: 0.6964, Validation Accuracy: 0.6754, Loss: 0.4050
Epoch   5 Batch  714/1077 - Train Accuracy: 0.6469, Validation Accuracy: 0.6310, Loss: 0.4906
Epoch   5 Batch  715/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6229, Loss: 0.4782
Epoch   5 Batch  716/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6861, Loss: 0.4394
Epoch   5 Batch  717/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6591, Loss: 0.4619
Epoch   5 Batch  718/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6630, Loss: 0.4758
Epoch   5 Batch  719/1077 - Train Accuracy: 0.6514, Validation Accuracy: 0.6499, Loss: 0.4542
Epoch   5 Batch  720/1077 - Train Accuracy: 0.6143, Validation Accuracy: 0.6392, Loss: 0.4818
Epoch   5 Batch  721/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6797, Loss: 0.4636
Epoch   5 Batch  722/1077 - Train Accuracy: 0.6414, Validation Accuracy: 0.6889, Loss: 0.4616
Epoch   5 Batch  723/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6868, Loss: 0.4446
Epoch   5 Batch  724/1077 - Train Accuracy: 0.6694, Validation Accuracy: 0.6942, Loss: 0.4784
Epoch   5 Batch  725/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.7102, Loss: 0.4443
Epoch   5 Batch  726/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6548, Loss: 0.4270
Epoch   5 Batch  727/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6509, Loss: 0.4156
Epoch   5 Batch  728/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6857, Loss: 0.4667
Epoch   5 Batch  729/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6918, Loss: 0.4662
Epoch   5 Batch  730/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6875, Loss: 0.4638
Epoch   5 Batch  731/1077 - Train Accuracy: 0.6585, Validation Accuracy: 0.6861, Loss: 0.4495
Epoch   5 Batch  732/1077 - Train Accuracy: 0.6743, Validation Accuracy: 0.6783, Loss: 0.4674
Epoch   5 Batch  733/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6800, Loss: 0.4459
Epoch   5 Batch  734/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6768, Loss: 0.4692
Epoch   5 Batch  735/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6832, Loss: 0.4377
Epoch   5 Batch  736/1077 - Train Accuracy: 0.6476, Validation Accuracy: 0.6886, Loss: 0.4526
Epoch   5 Batch  737/1077 - Train Accuracy: 0.6664, Validation Accuracy: 0.6942, Loss: 0.4756
Epoch   5 Batch  738/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6797, Loss: 0.3984
Epoch   5 Batch  739/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.6687, Loss: 0.4272
Epoch   5 Batch  740/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6776, Loss: 0.4384
Epoch   5 Batch  741/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6804, Loss: 0.4476
Epoch   5 Batch  742/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.6999, Loss: 0.4550
Epoch   5 Batch  743/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6992, Loss: 0.4417
Epoch   5 Batch  744/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6957, Loss: 0.4119
Epoch   5 Batch  745/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.6946, Loss: 0.4360
Epoch   5 Batch  746/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6971, Loss: 0.4282
Epoch   5 Batch  747/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6864, Loss: 0.4224
Epoch   5 Batch  748/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.6854, Loss: 0.4369
Epoch   5 Batch  749/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6818, Loss: 0.4543
Epoch   5 Batch  750/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6864, Loss: 0.4382
Epoch   5 Batch  751/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6989, Loss: 0.4243
Epoch   5 Batch  752/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.6903, Loss: 0.4072
Epoch   5 Batch  753/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6768, Loss: 0.4277
Epoch   5 Batch  754/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6722, Loss: 0.4583
Epoch   5 Batch  755/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6644, Loss: 0.4474
Epoch   5 Batch  756/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.6857, Loss: 0.4313
Epoch   5 Batch  757/1077 - Train Accuracy: 0.6764, Validation Accuracy: 0.6896, Loss: 0.4599
Epoch   5 Batch  758/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.6950, Loss: 0.4078
Epoch   5 Batch  759/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6864, Loss: 0.4087
Epoch   5 Batch  760/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.6886, Loss: 0.4443
Epoch   5 Batch  761/1077 - Train Accuracy: 0.6587, Validation Accuracy: 0.6779, Loss: 0.4598
Epoch   5 Batch  762/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6847, Loss: 0.4248
Epoch   5 Batch  763/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6864, Loss: 0.4326
Epoch   5 Batch  764/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.6928, Loss: 0.4324
Epoch   5 Batch  765/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6925, Loss: 0.4384
Epoch   5 Batch  766/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6985, Loss: 0.4542
Epoch   5 Batch  767/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6889, Loss: 0.4439
Epoch   5 Batch  768/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6996, Loss: 0.4341
Epoch   5 Batch  769/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6861, Loss: 0.4380
Epoch   5 Batch  770/1077 - Train Accuracy: 0.7080, Validation Accuracy: 0.6790, Loss: 0.4075
Epoch   5 Batch  771/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6911, Loss: 0.4392
Epoch   5 Batch  772/1077 - Train Accuracy: 0.6644, Validation Accuracy: 0.6900, Loss: 0.4351
Epoch   5 Batch  773/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6871, Loss: 0.4270
Epoch   5 Batch  774/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6957, Loss: 0.4588
Epoch   5 Batch  775/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.6836, Loss: 0.4348
Epoch   5 Batch  776/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6864, Loss: 0.4398
Epoch   5 Batch  777/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6793, Loss: 0.4516
Epoch   5 Batch  778/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6999, Loss: 0.4243
Epoch   5 Batch  779/1077 - Train Accuracy: 0.6672, Validation Accuracy: 0.6989, Loss: 0.4440
Epoch   5 Batch  780/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6942, Loss: 0.4538
Epoch   5 Batch  781/1077 - Train Accuracy: 0.7210, Validation Accuracy: 0.6903, Loss: 0.4222
Epoch   5 Batch  782/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.7006, Loss: 0.4333
Epoch   5 Batch  783/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.6772, Loss: 0.4300
Epoch   5 Batch  784/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6790, Loss: 0.4289
Epoch   5 Batch  785/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6985, Loss: 0.4236
Epoch   5 Batch  786/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6925, Loss: 0.4481
Epoch   5 Batch  787/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7017, Loss: 0.3949
Epoch   5 Batch  788/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6900, Loss: 0.4434
Epoch   5 Batch  789/1077 - Train Accuracy: 0.6595, Validation Accuracy: 0.6982, Loss: 0.4552
Epoch   5 Batch  790/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6911, Loss: 0.4837
Epoch   5 Batch  791/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7017, Loss: 0.4460
Epoch   5 Batch  792/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6935, Loss: 0.4492
Epoch   5 Batch  793/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6960, Loss: 0.4308
Epoch   5 Batch  794/1077 - Train Accuracy: 0.6297, Validation Accuracy: 0.7003, Loss: 0.4473
Epoch   5 Batch  795/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6893, Loss: 0.4612
Epoch   5 Batch  796/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6928, Loss: 0.4439
Epoch   5 Batch  797/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6999, Loss: 0.4422
Epoch   5 Batch  798/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.6957, Loss: 0.4487
Epoch   5 Batch  799/1077 - Train Accuracy: 0.6586, Validation Accuracy: 0.6712, Loss: 0.4666
Epoch   5 Batch  800/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6911, Loss: 0.4396
Epoch   5 Batch  801/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6669, Loss: 0.4457
Epoch   5 Batch  802/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6705, Loss: 0.4400
Epoch   5 Batch  803/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.6839, Loss: 0.4526
Epoch   5 Batch  804/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6861, Loss: 0.4448
Epoch   5 Batch  805/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6751, Loss: 0.4356
Epoch   5 Batch  806/1077 - Train Accuracy: 0.6657, Validation Accuracy: 0.6875, Loss: 0.4464
Epoch   5 Batch  807/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.6776, Loss: 0.4289
Epoch   5 Batch  808/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6804, Loss: 0.4537
Epoch   5 Batch  809/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6808, Loss: 0.4715
Epoch   5 Batch  810/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.6942, Loss: 0.4125
Epoch   5 Batch  811/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6900, Loss: 0.4080
Epoch   5 Batch  812/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4503
Epoch   5 Batch  813/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6957, Loss: 0.4347
Epoch   5 Batch  814/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.6868, Loss: 0.4314
Epoch   5 Batch  815/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6811, Loss: 0.4448
Epoch   5 Batch  816/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6918, Loss: 0.4553
Epoch   5 Batch  817/1077 - Train Accuracy: 0.6543, Validation Accuracy: 0.6996, Loss: 0.4616
Epoch   5 Batch  818/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.7067, Loss: 0.4414
Epoch   5 Batch  819/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.6957, Loss: 0.4353
Epoch   5 Batch  820/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6825, Loss: 0.4778
Epoch   5 Batch  821/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6999, Loss: 0.4340
Epoch   5 Batch  822/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6907, Loss: 0.4454
Epoch   5 Batch  823/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6950, Loss: 0.4305
Epoch   5 Batch  824/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6946, Loss: 0.4182
Epoch   5 Batch  825/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6914, Loss: 0.4322
Epoch   5 Batch  826/1077 - Train Accuracy: 0.6432, Validation Accuracy: 0.6857, Loss: 0.4171
Epoch   5 Batch  827/1077 - Train Accuracy: 0.6817, Validation Accuracy: 0.6825, Loss: 0.4482
Epoch   5 Batch  828/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6914, Loss: 0.4404
Epoch   5 Batch  829/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6868, Loss: 0.4516
Epoch   5 Batch  830/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6989, Loss: 0.4293
Epoch   5 Batch  831/1077 - Train Accuracy: 0.6457, Validation Accuracy: 0.6804, Loss: 0.4446
Epoch   5 Batch  832/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6879, Loss: 0.4456
Epoch   5 Batch  833/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6822, Loss: 0.4379
Epoch   5 Batch  834/1077 - Train Accuracy: 0.7287, Validation Accuracy: 0.6925, Loss: 0.4128
Epoch   5 Batch  835/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7035, Loss: 0.4323
Epoch   5 Batch  836/1077 - Train Accuracy: 0.6731, Validation Accuracy: 0.7038, Loss: 0.4451
Epoch   5 Batch  837/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6903, Loss: 0.4548
Epoch   5 Batch  838/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6939, Loss: 0.4215
Epoch   5 Batch  839/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6854, Loss: 0.4239
Epoch   5 Batch  840/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6918, Loss: 0.4300
Epoch   5 Batch  841/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7060, Loss: 0.4439
Epoch   5 Batch  842/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7045, Loss: 0.4368
Epoch   5 Batch  843/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7021, Loss: 0.4101
Epoch   5 Batch  844/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.7031, Loss: 0.4121
Epoch   5 Batch  845/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6964, Loss: 0.4405
Epoch   5 Batch  846/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6932, Loss: 0.4405
Epoch   5 Batch  847/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6957, Loss: 0.4271
Epoch   5 Batch  848/1077 - Train Accuracy: 0.6531, Validation Accuracy: 0.6900, Loss: 0.4516
Epoch   5 Batch  849/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.7028, Loss: 0.4226
Epoch   5 Batch  850/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6857, Loss: 0.4676
Epoch   5 Batch  851/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7006, Loss: 0.4307
Epoch   5 Batch  852/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6932, Loss: 0.4425
Epoch   5 Batch  853/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7049, Loss: 0.4186
Epoch   5 Batch  854/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7049, Loss: 0.4408
Epoch   5 Batch  855/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.7060, Loss: 0.4562
Epoch   5 Batch  856/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6925, Loss: 0.4509
Epoch   5 Batch  857/1077 - Train Accuracy: 0.6574, Validation Accuracy: 0.7077, Loss: 0.4384
Epoch   5 Batch  858/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6896, Loss: 0.4270
Epoch   5 Batch  859/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7017, Loss: 0.4465
Epoch   5 Batch  860/1077 - Train Accuracy: 0.6589, Validation Accuracy: 0.6978, Loss: 0.4439
Epoch   5 Batch  861/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.7013, Loss: 0.4353
Epoch   5 Batch  862/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.6967, Loss: 0.4293
Epoch   5 Batch  863/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.6911, Loss: 0.4175
Epoch   5 Batch  864/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6800, Loss: 0.4335
Epoch   5 Batch  865/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.6918, Loss: 0.3978
Epoch   5 Batch  866/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.7042, Loss: 0.4265
Epoch   5 Batch  867/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.7003, Loss: 0.4746
Epoch   5 Batch  868/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6996, Loss: 0.4410
Epoch   5 Batch  869/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6886, Loss: 0.4458
Epoch   5 Batch  870/1077 - Train Accuracy: 0.6567, Validation Accuracy: 0.6829, Loss: 0.4484
Epoch   5 Batch  871/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.6829, Loss: 0.4501
Epoch   5 Batch  872/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6875, Loss: 0.4380
Epoch   5 Batch  873/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6971, Loss: 0.4431
Epoch   5 Batch  874/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.6804, Loss: 0.4381
Epoch   5 Batch  875/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6971, Loss: 0.4298
Epoch   5 Batch  876/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6974, Loss: 0.4448
Epoch   5 Batch  877/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7003, Loss: 0.4223
Epoch   5 Batch  878/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6911, Loss: 0.4288
Epoch   5 Batch  879/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7021, Loss: 0.4182
Epoch   5 Batch  880/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7013, Loss: 0.4269
Epoch   5 Batch  881/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6903, Loss: 0.4491
Epoch   5 Batch  882/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6836, Loss: 0.4552
Epoch   5 Batch  883/1077 - Train Accuracy: 0.6147, Validation Accuracy: 0.6882, Loss: 0.4842
Epoch   5 Batch  884/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6854, Loss: 0.4196
Epoch   5 Batch  885/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.6946, Loss: 0.3748
Epoch   5 Batch  886/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6900, Loss: 0.4478
Epoch   5 Batch  887/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.6868, Loss: 0.4466
Epoch   5 Batch  888/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.6275, Loss: 0.4826
Epoch   5 Batch  889/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6229, Loss: 0.4640
Epoch   5 Batch  890/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.6665, Loss: 0.4282
Epoch   5 Batch  891/1077 - Train Accuracy: 0.6974, Validation Accuracy: 0.6864, Loss: 0.4578
Epoch   5 Batch  892/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6722, Loss: 0.4253
Epoch   5 Batch  893/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6683, Loss: 0.4592
Epoch   5 Batch  894/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.6829, Loss: 0.4106
Epoch   5 Batch  895/1077 - Train Accuracy: 0.6453, Validation Accuracy: 0.6818, Loss: 0.4564
Epoch   5 Batch  896/1077 - Train Accuracy: 0.6480, Validation Accuracy: 0.6651, Loss: 0.4578
Epoch   5 Batch  897/1077 - Train Accuracy: 0.6905, Validation Accuracy: 0.6939, Loss: 0.4248
Epoch   5 Batch  898/1077 - Train Accuracy: 0.7106, Validation Accuracy: 0.6974, Loss: 0.4099
Epoch   5 Batch  899/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.6815, Loss: 0.4542
Epoch   5 Batch  900/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6935, Loss: 0.4431
Epoch   5 Batch  901/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6971, Loss: 0.4339
Epoch   5 Batch  902/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6722, Loss: 0.4422
Epoch   5 Batch  903/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6690, Loss: 0.4262
Epoch   5 Batch  904/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6964, Loss: 0.4364
Epoch   5 Batch  905/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6989, Loss: 0.4212
Epoch   5 Batch  906/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6946, Loss: 0.4203
Epoch   5 Batch  907/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6875, Loss: 0.4330
Epoch   5 Batch  908/1077 - Train Accuracy: 0.6527, Validation Accuracy: 0.6818, Loss: 0.4486
Epoch   5 Batch  909/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6804, Loss: 0.4419
Epoch   5 Batch  910/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6761, Loss: 0.4266
Epoch   5 Batch  911/1077 - Train Accuracy: 0.7159, Validation Accuracy: 0.6591, Loss: 0.4181
Epoch   5 Batch  912/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.6712, Loss: 0.4355
Epoch   5 Batch  913/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6687, Loss: 0.4474
Epoch   5 Batch  914/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6815, Loss: 0.4061
Epoch   5 Batch  915/1077 - Train Accuracy: 0.6579, Validation Accuracy: 0.6896, Loss: 0.4757
Epoch   5 Batch  916/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.6790, Loss: 0.4320
Epoch   5 Batch  917/1077 - Train Accuracy: 0.6488, Validation Accuracy: 0.6758, Loss: 0.4382
Epoch   5 Batch  918/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.6886, Loss: 0.4038
Epoch   5 Batch  919/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.6811, Loss: 0.4301
Epoch   5 Batch  920/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6900, Loss: 0.4409
Epoch   5 Batch  921/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.7003, Loss: 0.4361
Epoch   5 Batch  922/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6989, Loss: 0.4118
Epoch   5 Batch  923/1077 - Train Accuracy: 0.6423, Validation Accuracy: 0.6701, Loss: 0.4615
Epoch   5 Batch  924/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.6843, Loss: 0.4650
Epoch   5 Batch  925/1077 - Train Accuracy: 0.6927, Validation Accuracy: 0.6957, Loss: 0.4271
Epoch   5 Batch  926/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.6989, Loss: 0.4466
Epoch   5 Batch  927/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6914, Loss: 0.4446
Epoch   5 Batch  928/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6843, Loss: 0.4166
Epoch   5 Batch  929/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.6800, Loss: 0.4459
Epoch   5 Batch  930/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6765, Loss: 0.4188
Epoch   5 Batch  931/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6839, Loss: 0.4327
Epoch   5 Batch  932/1077 - Train Accuracy: 0.6426, Validation Accuracy: 0.6822, Loss: 0.4456
Epoch   5 Batch  933/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.6850, Loss: 0.4344
Epoch   5 Batch  934/1077 - Train Accuracy: 0.6430, Validation Accuracy: 0.6925, Loss: 0.4534
Epoch   5 Batch  935/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6900, Loss: 0.4610
Epoch   5 Batch  936/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6882, Loss: 0.4340
Epoch   5 Batch  937/1077 - Train Accuracy: 0.6854, Validation Accuracy: 0.6879, Loss: 0.4583
Epoch   5 Batch  938/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.6871, Loss: 0.4326
Epoch   5 Batch  939/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6921, Loss: 0.4253
Epoch   5 Batch  940/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6903, Loss: 0.4322
Epoch   5 Batch  941/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6996, Loss: 0.4127
Epoch   5 Batch  942/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7021, Loss: 0.4450
Epoch   5 Batch  943/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4337
Epoch   5 Batch  944/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6911, Loss: 0.4253
Epoch   5 Batch  945/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.6918, Loss: 0.4026
Epoch   5 Batch  946/1077 - Train Accuracy: 0.6912, Validation Accuracy: 0.6957, Loss: 0.4251
Epoch   5 Batch  947/1077 - Train Accuracy: 0.6443, Validation Accuracy: 0.6964, Loss: 0.4776
Epoch   5 Batch  948/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6928, Loss: 0.4326
Epoch   5 Batch  949/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.6921, Loss: 0.3885
Epoch   5 Batch  950/1077 - Train Accuracy: 0.6737, Validation Accuracy: 0.7003, Loss: 0.4088
Epoch   5 Batch  951/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.6903, Loss: 0.4307
Epoch   5 Batch  952/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.6960, Loss: 0.4193
Epoch   5 Batch  953/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.6946, Loss: 0.4353
Epoch   5 Batch  954/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.7031, Loss: 0.4579
Epoch   5 Batch  955/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.6896, Loss: 0.4260
Epoch   5 Batch  956/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.6839, Loss: 0.4143
Epoch   5 Batch  957/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.6928, Loss: 0.4105
Epoch   5 Batch  958/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6939, Loss: 0.4385
Epoch   5 Batch  959/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6850, Loss: 0.4157
Epoch   5 Batch  960/1077 - Train Accuracy: 0.7061, Validation Accuracy: 0.6886, Loss: 0.4285
Epoch   5 Batch  961/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6829, Loss: 0.4389
Epoch   5 Batch  962/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6999, Loss: 0.4238
Epoch   5 Batch  963/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6829, Loss: 0.4710
Epoch   5 Batch  964/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6935, Loss: 0.4088
Epoch   5 Batch  965/1077 - Train Accuracy: 0.6221, Validation Accuracy: 0.6935, Loss: 0.4615
Epoch   5 Batch  966/1077 - Train Accuracy: 0.7306, Validation Accuracy: 0.6914, Loss: 0.3799
Epoch   5 Batch  967/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6911, Loss: 0.4134
Epoch   5 Batch  968/1077 - Train Accuracy: 0.6422, Validation Accuracy: 0.6882, Loss: 0.4651
Epoch   5 Batch  969/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6800, Loss: 0.4249
Epoch   5 Batch  970/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6722, Loss: 0.4358
Epoch   5 Batch  971/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.6854, Loss: 0.4134
Epoch   5 Batch  972/1077 - Train Accuracy: 0.6617, Validation Accuracy: 0.6847, Loss: 0.4289
Epoch   5 Batch  973/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.6825, Loss: 0.4012
Epoch   5 Batch  974/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6942, Loss: 0.4470
Epoch   5 Batch  975/1077 - Train Accuracy: 0.7318, Validation Accuracy: 0.6889, Loss: 0.4101
Epoch   5 Batch  976/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6751, Loss: 0.4212
Epoch   5 Batch  977/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.6783, Loss: 0.4205
Epoch   5 Batch  978/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.6854, Loss: 0.4331
Epoch   5 Batch  979/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6811, Loss: 0.4525
Epoch   5 Batch  980/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6818, Loss: 0.4439
Epoch   5 Batch  981/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.6896, Loss: 0.4431
Epoch   5 Batch  982/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.6978, Loss: 0.4278
Epoch   5 Batch  983/1077 - Train Accuracy: 0.6513, Validation Accuracy: 0.6985, Loss: 0.4565
Epoch   5 Batch  984/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.7092, Loss: 0.4686
Epoch   5 Batch  985/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7024, Loss: 0.4207
Epoch   5 Batch  986/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.7099, Loss: 0.4306
Epoch   5 Batch  987/1077 - Train Accuracy: 0.6548, Validation Accuracy: 0.7145, Loss: 0.4109
Epoch   5 Batch  988/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7120, Loss: 0.4348
Epoch   5 Batch  989/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.7035, Loss: 0.4435
Epoch   5 Batch  990/1077 - Train Accuracy: 0.6530, Validation Accuracy: 0.7092, Loss: 0.4500
Epoch   5 Batch  991/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7109, Loss: 0.4340
Epoch   5 Batch  992/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7077, Loss: 0.4445
Epoch   5 Batch  993/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7063, Loss: 0.4039
Epoch   5 Batch  994/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6946, Loss: 0.4262
Epoch   5 Batch  995/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.6911, Loss: 0.4124
Epoch   5 Batch  996/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6957, Loss: 0.4386
Epoch   5 Batch  997/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7035, Loss: 0.4495
Epoch   5 Batch  998/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.7010, Loss: 0.4206
Epoch   5 Batch  999/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.6953, Loss: 0.4291
Epoch   5 Batch 1000/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6974, Loss: 0.3917
Epoch   5 Batch 1001/1077 - Train Accuracy: 0.7067, Validation Accuracy: 0.6996, Loss: 0.3998
Epoch   5 Batch 1002/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7077, Loss: 0.4148
Epoch   5 Batch 1003/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7060, Loss: 0.4223
Epoch   5 Batch 1004/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7021, Loss: 0.4160
Epoch   5 Batch 1005/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.7038, Loss: 0.4387
Epoch   5 Batch 1006/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7060, Loss: 0.4154
Epoch   5 Batch 1007/1077 - Train Accuracy: 0.7240, Validation Accuracy: 0.7038, Loss: 0.4028
Epoch   5 Batch 1008/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6950, Loss: 0.4318
Epoch   5 Batch 1009/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.6918, Loss: 0.4021
Epoch   5 Batch 1010/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.7021, Loss: 0.4368
Epoch   5 Batch 1011/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.7141, Loss: 0.4397
Epoch   5 Batch 1012/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6971, Loss: 0.4126
Epoch   5 Batch 1013/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.7017, Loss: 0.4150
Epoch   5 Batch 1014/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7067, Loss: 0.4467
Epoch   5 Batch 1015/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.7003, Loss: 0.4501
Epoch   5 Batch 1016/1077 - Train Accuracy: 0.6462, Validation Accuracy: 0.7109, Loss: 0.4543
Epoch   5 Batch 1017/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.7102, Loss: 0.4367
Epoch   5 Batch 1018/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7042, Loss: 0.4241
Epoch   5 Batch 1019/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6967, Loss: 0.4682
Epoch   5 Batch 1020/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.6960, Loss: 0.4106
Epoch   5 Batch 1021/1077 - Train Accuracy: 0.6853, Validation Accuracy: 0.6914, Loss: 0.4367
Epoch   5 Batch 1022/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.6925, Loss: 0.4009
Epoch   5 Batch 1023/1077 - Train Accuracy: 0.7017, Validation Accuracy: 0.6772, Loss: 0.4028
Epoch   5 Batch 1024/1077 - Train Accuracy: 0.6438, Validation Accuracy: 0.6879, Loss: 0.4409
Epoch   5 Batch 1025/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6854, Loss: 0.4173
Epoch   5 Batch 1026/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.6879, Loss: 0.3958
Epoch   5 Batch 1027/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.6950, Loss: 0.4510
Epoch   5 Batch 1028/1077 - Train Accuracy: 0.6659, Validation Accuracy: 0.6886, Loss: 0.4471
Epoch   5 Batch 1029/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6871, Loss: 0.4218
Epoch   5 Batch 1030/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6935, Loss: 0.4341
Epoch   5 Batch 1031/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.6925, Loss: 0.4588
Epoch   5 Batch 1032/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.6960, Loss: 0.4255
Epoch   5 Batch 1033/1077 - Train Accuracy: 0.6685, Validation Accuracy: 0.6932, Loss: 0.4167
Epoch   5 Batch 1034/1077 - Train Accuracy: 0.6402, Validation Accuracy: 0.6964, Loss: 0.4513
Epoch   5 Batch 1035/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.6989, Loss: 0.3876
Epoch   5 Batch 1036/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7060, Loss: 0.4354
Epoch   5 Batch 1037/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7017, Loss: 0.4484
Epoch   5 Batch 1038/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6996, Loss: 0.4332
Epoch   5 Batch 1039/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.6982, Loss: 0.4030
Epoch   5 Batch 1040/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6918, Loss: 0.4426
Epoch   5 Batch 1041/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7010, Loss: 0.4374
Epoch   5 Batch 1042/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.6918, Loss: 0.4341
Epoch   5 Batch 1043/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6811, Loss: 0.4545
Epoch   5 Batch 1044/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6800, Loss: 0.4300
Epoch   5 Batch 1045/1077 - Train Accuracy: 0.6324, Validation Accuracy: 0.6832, Loss: 0.4569
Epoch   5 Batch 1046/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6879, Loss: 0.4103
Epoch   5 Batch 1047/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6967, Loss: 0.4261
Epoch   5 Batch 1048/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.6935, Loss: 0.4462
Epoch   5 Batch 1049/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6925, Loss: 0.4524
Epoch   5 Batch 1050/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6964, Loss: 0.4376
Epoch   5 Batch 1051/1077 - Train Accuracy: 0.7161, Validation Accuracy: 0.7138, Loss: 0.4095
Epoch   5 Batch 1052/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.6996, Loss: 0.4091
Epoch   5 Batch 1053/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6911, Loss: 0.4123
Epoch   5 Batch 1054/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7131, Loss: 0.4273
Epoch   5 Batch 1055/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.6747, Loss: 0.4954
Epoch   5 Batch 1056/1077 - Train Accuracy: 0.6852, Validation Accuracy: 0.6889, Loss: 0.4346
Epoch   5 Batch 1057/1077 - Train Accuracy: 0.6612, Validation Accuracy: 0.7010, Loss: 0.4534
Epoch   5 Batch 1058/1077 - Train Accuracy: 0.6616, Validation Accuracy: 0.6960, Loss: 0.4771
Epoch   5 Batch 1059/1077 - Train Accuracy: 0.6538, Validation Accuracy: 0.6641, Loss: 0.4680
Epoch   5 Batch 1060/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6871, Loss: 0.4180
Epoch   5 Batch 1061/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.6829, Loss: 0.4504
Epoch   5 Batch 1062/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.6708, Loss: 0.4514
Epoch   5 Batch 1063/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6903, Loss: 0.4474
Epoch   5 Batch 1064/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.6957, Loss: 0.4216
Epoch   5 Batch 1065/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.6946, Loss: 0.4385
Epoch   5 Batch 1066/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6957, Loss: 0.4145
Epoch   5 Batch 1067/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.6911, Loss: 0.4401
Epoch   5 Batch 1068/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6729, Loss: 0.4205
Epoch   5 Batch 1069/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6737, Loss: 0.4034
Epoch   5 Batch 1070/1077 - Train Accuracy: 0.6652, Validation Accuracy: 0.6737, Loss: 0.4474
Epoch   5 Batch 1071/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.6932, Loss: 0.4281
Epoch   5 Batch 1072/1077 - Train Accuracy: 0.6741, Validation Accuracy: 0.6900, Loss: 0.4215
Epoch   5 Batch 1073/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6847, Loss: 0.4378
Epoch   5 Batch 1074/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6985, Loss: 0.4413
Epoch   5 Batch 1075/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6985, Loss: 0.4531
Epoch   6 Batch    1/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6946, Loss: 0.4297
Epoch   6 Batch    2/1077 - Train Accuracy: 0.6275, Validation Accuracy: 0.6900, Loss: 0.4553
Epoch   6 Batch    3/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6982, Loss: 0.4214
Epoch   6 Batch    4/1077 - Train Accuracy: 0.6621, Validation Accuracy: 0.6978, Loss: 0.4444
Epoch   6 Batch    5/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.6978, Loss: 0.4305
Epoch   6 Batch    6/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.6999, Loss: 0.4352
Epoch   6 Batch    7/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7045, Loss: 0.4311
Epoch   6 Batch    8/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6950, Loss: 0.4173
Epoch   6 Batch    9/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.6914, Loss: 0.4307
Epoch   6 Batch   10/1077 - Train Accuracy: 0.7155, Validation Accuracy: 0.6971, Loss: 0.4427
Epoch   6 Batch   11/1077 - Train Accuracy: 0.6551, Validation Accuracy: 0.7049, Loss: 0.4340
Epoch   6 Batch   12/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.7067, Loss: 0.4522
Epoch   6 Batch   13/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7003, Loss: 0.4112
Epoch   6 Batch   14/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.6811, Loss: 0.3995
Epoch   6 Batch   15/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6957, Loss: 0.4139
Epoch   6 Batch   16/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.6964, Loss: 0.4253
Epoch   6 Batch   17/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.6942, Loss: 0.4208
Epoch   6 Batch   18/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6719, Loss: 0.4355
Epoch   6 Batch   19/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6900, Loss: 0.4205
Epoch   6 Batch   20/1077 - Train Accuracy: 0.6309, Validation Accuracy: 0.7010, Loss: 0.4225
Epoch   6 Batch   21/1077 - Train Accuracy: 0.6395, Validation Accuracy: 0.6903, Loss: 0.4613
Epoch   6 Batch   22/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.6992, Loss: 0.4281
Epoch   6 Batch   23/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6854, Loss: 0.4243
Epoch   6 Batch   24/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.6758, Loss: 0.4215
Epoch   6 Batch   25/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6864, Loss: 0.4116
Epoch   6 Batch   26/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6754, Loss: 0.4563
Epoch   6 Batch   27/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6861, Loss: 0.3996
Epoch   6 Batch   28/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.6683, Loss: 0.4193
Epoch   6 Batch   29/1077 - Train Accuracy: 0.6602, Validation Accuracy: 0.6783, Loss: 0.4270
Epoch   6 Batch   30/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6861, Loss: 0.4337
Epoch   6 Batch   31/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6843, Loss: 0.4190
Epoch   6 Batch   32/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.6999, Loss: 0.3920
Epoch   6 Batch   33/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.6928, Loss: 0.4037
Epoch   6 Batch   34/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.6847, Loss: 0.4377
Epoch   6 Batch   35/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6861, Loss: 0.4251
Epoch   6 Batch   36/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6964, Loss: 0.4289
Epoch   6 Batch   37/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7024, Loss: 0.4391
Epoch   6 Batch   38/1077 - Train Accuracy: 0.6715, Validation Accuracy: 0.7063, Loss: 0.4737
Epoch   6 Batch   39/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7031, Loss: 0.4504
Epoch   6 Batch   40/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.6982, Loss: 0.4419
Epoch   6 Batch   41/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.7095, Loss: 0.4358
Epoch   6 Batch   42/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7106, Loss: 0.4483
Epoch   6 Batch   43/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7152, Loss: 0.4452
Epoch   6 Batch   44/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7021, Loss: 0.4349
Epoch   6 Batch   45/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7053, Loss: 0.4330
Epoch   6 Batch   46/1077 - Train Accuracy: 0.6295, Validation Accuracy: 0.6953, Loss: 0.4425
Epoch   6 Batch   47/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7021, Loss: 0.4233
Epoch   6 Batch   48/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7010, Loss: 0.4414
Epoch   6 Batch   49/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.6974, Loss: 0.4351
Epoch   6 Batch   50/1077 - Train Accuracy: 0.6473, Validation Accuracy: 0.7024, Loss: 0.4257
Epoch   6 Batch   51/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7113, Loss: 0.4053
Epoch   6 Batch   52/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7145, Loss: 0.4372
Epoch   6 Batch   53/1077 - Train Accuracy: 0.6748, Validation Accuracy: 0.7131, Loss: 0.4504
Epoch   6 Batch   54/1077 - Train Accuracy: 0.6578, Validation Accuracy: 0.7067, Loss: 0.4483
Epoch   6 Batch   55/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7024, Loss: 0.4104
Epoch   6 Batch   56/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6928, Loss: 0.4073
Epoch   6 Batch   57/1077 - Train Accuracy: 0.6740, Validation Accuracy: 0.6925, Loss: 0.4041
Epoch   6 Batch   58/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6985, Loss: 0.4156
Epoch   6 Batch   59/1077 - Train Accuracy: 0.6472, Validation Accuracy: 0.7021, Loss: 0.4421
Epoch   6 Batch   60/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.7106, Loss: 0.4110
Epoch   6 Batch   61/1077 - Train Accuracy: 0.6336, Validation Accuracy: 0.7095, Loss: 0.4512
Epoch   6 Batch   62/1077 - Train Accuracy: 0.6768, Validation Accuracy: 0.7024, Loss: 0.4524
Epoch   6 Batch   63/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.6996, Loss: 0.3971
Epoch   6 Batch   64/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.7056, Loss: 0.4229
Epoch   6 Batch   65/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.7035, Loss: 0.4383
Epoch   6 Batch   66/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7049, Loss: 0.4131
Epoch   6 Batch   67/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6985, Loss: 0.4113
Epoch   6 Batch   68/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6942, Loss: 0.4422
Epoch   6 Batch   69/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6967, Loss: 0.4289
Epoch   6 Batch   70/1077 - Train Accuracy: 0.6521, Validation Accuracy: 0.6921, Loss: 0.4417
Epoch   6 Batch   71/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.6893, Loss: 0.4155
Epoch   6 Batch   72/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6900, Loss: 0.4266
Epoch   6 Batch   73/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6907, Loss: 0.4367
Epoch   6 Batch   74/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6889, Loss: 0.3892
Epoch   6 Batch   75/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6967, Loss: 0.4424
Epoch   6 Batch   76/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.6907, Loss: 0.4117
Epoch   6 Batch   77/1077 - Train Accuracy: 0.6680, Validation Accuracy: 0.6960, Loss: 0.4308
Epoch   6 Batch   78/1077 - Train Accuracy: 0.6822, Validation Accuracy: 0.7131, Loss: 0.4326
Epoch   6 Batch   79/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6761, Loss: 0.4233
Epoch   6 Batch   80/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6879, Loss: 0.4331
Epoch   6 Batch   81/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7013, Loss: 0.4053
Epoch   6 Batch   82/1077 - Train Accuracy: 0.7205, Validation Accuracy: 0.7053, Loss: 0.3882
Epoch   6 Batch   83/1077 - Train Accuracy: 0.6345, Validation Accuracy: 0.6999, Loss: 0.4468
Epoch   6 Batch   84/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.6960, Loss: 0.4270
Epoch   6 Batch   85/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6960, Loss: 0.4198
Epoch   6 Batch   86/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6779, Loss: 0.4282
Epoch   6 Batch   87/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7056, Loss: 0.4334
Epoch   6 Batch   88/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7056, Loss: 0.4299
Epoch   6 Batch   89/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.7120, Loss: 0.4378
Epoch   6 Batch   90/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.7145, Loss: 0.4371
Epoch   6 Batch   91/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7152, Loss: 0.3831
Epoch   6 Batch   92/1077 - Train Accuracy: 0.6890, Validation Accuracy: 0.6967, Loss: 0.4163
Epoch   6 Batch   93/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7120, Loss: 0.4339
Epoch   6 Batch   94/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7092, Loss: 0.3896
Epoch   6 Batch   95/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.6946, Loss: 0.4272
Epoch   6 Batch   96/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7024, Loss: 0.4048
Epoch   6 Batch   97/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7021, Loss: 0.4016
Epoch   6 Batch   98/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.6982, Loss: 0.3970
Epoch   6 Batch   99/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7134, Loss: 0.4320
Epoch   6 Batch  100/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7102, Loss: 0.4231
Epoch   6 Batch  101/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7063, Loss: 0.4379
Epoch   6 Batch  102/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7120, Loss: 0.3960
Epoch   6 Batch  103/1077 - Train Accuracy: 0.6838, Validation Accuracy: 0.7191, Loss: 0.4695
Epoch   6 Batch  104/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7159, Loss: 0.4596
Epoch   6 Batch  105/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7035, Loss: 0.4264
Epoch   6 Batch  106/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7010, Loss: 0.4293
Epoch   6 Batch  107/1077 - Train Accuracy: 0.6890, Validation Accuracy: 0.6999, Loss: 0.4044
Epoch   6 Batch  108/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.6864, Loss: 0.3903
Epoch   6 Batch  109/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6871, Loss: 0.4209
Epoch   6 Batch  110/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.6882, Loss: 0.4045
Epoch   6 Batch  111/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7070, Loss: 0.4200
Epoch   6 Batch  112/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6989, Loss: 0.4079
Epoch   6 Batch  113/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6982, Loss: 0.4412
Epoch   6 Batch  114/1077 - Train Accuracy: 0.7228, Validation Accuracy: 0.6942, Loss: 0.3970
Epoch   6 Batch  115/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.6992, Loss: 0.4342
Epoch   6 Batch  116/1077 - Train Accuracy: 0.6445, Validation Accuracy: 0.6950, Loss: 0.4679
Epoch   6 Batch  117/1077 - Train Accuracy: 0.6410, Validation Accuracy: 0.6950, Loss: 0.4406
Epoch   6 Batch  118/1077 - Train Accuracy: 0.6542, Validation Accuracy: 0.6918, Loss: 0.4628
Epoch   6 Batch  119/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6932, Loss: 0.4298
Epoch   6 Batch  120/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.6999, Loss: 0.4337
Epoch   6 Batch  121/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7063, Loss: 0.4356
Epoch   6 Batch  122/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7003, Loss: 0.4109
Epoch   6 Batch  123/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.6974, Loss: 0.3957
Epoch   6 Batch  124/1077 - Train Accuracy: 0.6504, Validation Accuracy: 0.6903, Loss: 0.4425
Epoch   6 Batch  125/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.6935, Loss: 0.4180
Epoch   6 Batch  126/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6982, Loss: 0.4070
Epoch   6 Batch  127/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6960, Loss: 0.3994
Epoch   6 Batch  128/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.6871, Loss: 0.3936
Epoch   6 Batch  129/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.6907, Loss: 0.4047
Epoch   6 Batch  130/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.6843, Loss: 0.3985
Epoch   6 Batch  131/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6914, Loss: 0.4219
Epoch   6 Batch  132/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6903, Loss: 0.4341
Epoch   6 Batch  133/1077 - Train Accuracy: 0.6649, Validation Accuracy: 0.6879, Loss: 0.4357
Epoch   6 Batch  134/1077 - Train Accuracy: 0.6968, Validation Accuracy: 0.6879, Loss: 0.3891
Epoch   6 Batch  135/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6960, Loss: 0.4215
Epoch   6 Batch  136/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.6900, Loss: 0.4060
Epoch   6 Batch  137/1077 - Train Accuracy: 0.7236, Validation Accuracy: 0.6793, Loss: 0.3907
Epoch   6 Batch  138/1077 - Train Accuracy: 0.6684, Validation Accuracy: 0.6893, Loss: 0.4267
Epoch   6 Batch  139/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.6893, Loss: 0.4307
Epoch   6 Batch  140/1077 - Train Accuracy: 0.6891, Validation Accuracy: 0.6946, Loss: 0.4348
Epoch   6 Batch  141/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6925, Loss: 0.4316
Epoch   6 Batch  142/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6808, Loss: 0.4088
Epoch   6 Batch  143/1077 - Train Accuracy: 0.6406, Validation Accuracy: 0.6864, Loss: 0.4270
Epoch   6 Batch  144/1077 - Train Accuracy: 0.6484, Validation Accuracy: 0.7013, Loss: 0.4543
Epoch   6 Batch  145/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.6893, Loss: 0.4283
Epoch   6 Batch  146/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.6829, Loss: 0.4256
Epoch   6 Batch  147/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.6946, Loss: 0.4467
Epoch   6 Batch  148/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7053, Loss: 0.4058
Epoch   6 Batch  149/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.6953, Loss: 0.4173
Epoch   6 Batch  150/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7095, Loss: 0.4103
Epoch   6 Batch  151/1077 - Train Accuracy: 0.6927, Validation Accuracy: 0.7063, Loss: 0.3915
Epoch   6 Batch  152/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7063, Loss: 0.4170
Epoch   6 Batch  153/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.6999, Loss: 0.4309
Epoch   6 Batch  154/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7006, Loss: 0.4408
Epoch   6 Batch  155/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.6996, Loss: 0.4214
Epoch   6 Batch  156/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.7106, Loss: 0.4184
Epoch   6 Batch  157/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7156, Loss: 0.4188
Epoch   6 Batch  158/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7006, Loss: 0.4168
Epoch   6 Batch  159/1077 - Train Accuracy: 0.6745, Validation Accuracy: 0.6886, Loss: 0.4024
Epoch   6 Batch  160/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7035, Loss: 0.4196
Epoch   6 Batch  161/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6964, Loss: 0.4172
Epoch   6 Batch  162/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6903, Loss: 0.4557
Epoch   6 Batch  163/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.6939, Loss: 0.4496
Epoch   6 Batch  164/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6960, Loss: 0.4102
Epoch   6 Batch  165/1077 - Train Accuracy: 0.6289, Validation Accuracy: 0.6925, Loss: 0.4370
Epoch   6 Batch  166/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6932, Loss: 0.4113
Epoch   6 Batch  167/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.6790, Loss: 0.4284
Epoch   6 Batch  168/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6964, Loss: 0.4427
Epoch   6 Batch  169/1077 - Train Accuracy: 0.6670, Validation Accuracy: 0.7113, Loss: 0.4066
Epoch   6 Batch  170/1077 - Train Accuracy: 0.6559, Validation Accuracy: 0.7202, Loss: 0.4456
Epoch   6 Batch  171/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7092, Loss: 0.3904
Epoch   6 Batch  172/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7085, Loss: 0.3914
Epoch   6 Batch  173/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7028, Loss: 0.4445
Epoch   6 Batch  174/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7024, Loss: 0.4237
Epoch   6 Batch  175/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.7124, Loss: 0.4094
Epoch   6 Batch  176/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7042, Loss: 0.4381
Epoch   6 Batch  177/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.6974, Loss: 0.4289
Epoch   6 Batch  178/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7035, Loss: 0.4084
Epoch   6 Batch  179/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7099, Loss: 0.4254
Epoch   6 Batch  180/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.6928, Loss: 0.4173
Epoch   6 Batch  181/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6946, Loss: 0.4250
Epoch   6 Batch  182/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.7141, Loss: 0.4301
Epoch   6 Batch  183/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7152, Loss: 0.4262
Epoch   6 Batch  184/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7131, Loss: 0.4056
Epoch   6 Batch  185/1077 - Train Accuracy: 0.6656, Validation Accuracy: 0.7138, Loss: 0.4334
Epoch   6 Batch  186/1077 - Train Accuracy: 0.7146, Validation Accuracy: 0.6953, Loss: 0.4149
Epoch   6 Batch  187/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.6861, Loss: 0.4173
Epoch   6 Batch  188/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6886, Loss: 0.4298
Epoch   6 Batch  189/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.7074, Loss: 0.4236
Epoch   6 Batch  190/1077 - Train Accuracy: 0.6801, Validation Accuracy: 0.6971, Loss: 0.4120
Epoch   6 Batch  191/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.6985, Loss: 0.3892
Epoch   6 Batch  192/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7010, Loss: 0.4303
Epoch   6 Batch  193/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6832, Loss: 0.4063
Epoch   6 Batch  194/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7010, Loss: 0.4108
Epoch   6 Batch  195/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7017, Loss: 0.4247
Epoch   6 Batch  196/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7031, Loss: 0.4132
Epoch   6 Batch  197/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7109, Loss: 0.4079
Epoch   6 Batch  198/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7070, Loss: 0.4029
Epoch   6 Batch  199/1077 - Train Accuracy: 0.6566, Validation Accuracy: 0.7138, Loss: 0.3931
Epoch   6 Batch  200/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.7152, Loss: 0.4151
Epoch   6 Batch  201/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7269, Loss: 0.4022
Epoch   6 Batch  202/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7223, Loss: 0.4173
Epoch   6 Batch  203/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7255, Loss: 0.4142
Epoch   6 Batch  204/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7180, Loss: 0.4413
Epoch   6 Batch  205/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7138, Loss: 0.4134
Epoch   6 Batch  206/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7010, Loss: 0.4146
Epoch   6 Batch  207/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.6978, Loss: 0.4234
Epoch   6 Batch  208/1077 - Train Accuracy: 0.7042, Validation Accuracy: 0.6974, Loss: 0.4086
Epoch   6 Batch  209/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6974, Loss: 0.4019
Epoch   6 Batch  210/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.7063, Loss: 0.3936
Epoch   6 Batch  211/1077 - Train Accuracy: 0.6613, Validation Accuracy: 0.6946, Loss: 0.4259
Epoch   6 Batch  212/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6857, Loss: 0.3883
Epoch   6 Batch  213/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6911, Loss: 0.3951
Epoch   6 Batch  214/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6935, Loss: 0.4201
Epoch   6 Batch  215/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6925, Loss: 0.4349
Epoch   6 Batch  216/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6964, Loss: 0.4322
Epoch   6 Batch  217/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7038, Loss: 0.4110
Epoch   6 Batch  218/1077 - Train Accuracy: 0.7064, Validation Accuracy: 0.6903, Loss: 0.4461
Epoch   6 Batch  219/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.6946, Loss: 0.4070
Epoch   6 Batch  220/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7038, Loss: 0.4359
Epoch   6 Batch  221/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7166, Loss: 0.4184
Epoch   6 Batch  222/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7085, Loss: 0.4244
Epoch   6 Batch  223/1077 - Train Accuracy: 0.7076, Validation Accuracy: 0.7205, Loss: 0.4061
Epoch   6 Batch  224/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7227, Loss: 0.4133
Epoch   6 Batch  225/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7237, Loss: 0.4171
Epoch   6 Batch  226/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7227, Loss: 0.4104
Epoch   6 Batch  227/1077 - Train Accuracy: 0.6449, Validation Accuracy: 0.7180, Loss: 0.4460
Epoch   6 Batch  228/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7092, Loss: 0.3976
Epoch   6 Batch  229/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.6932, Loss: 0.4074
Epoch   6 Batch  230/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.6971, Loss: 0.3982
Epoch   6 Batch  231/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7205, Loss: 0.4403
Epoch   6 Batch  232/1077 - Train Accuracy: 0.6735, Validation Accuracy: 0.7148, Loss: 0.4408
Epoch   6 Batch  233/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.7042, Loss: 0.4216
Epoch   6 Batch  234/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.6996, Loss: 0.4152
Epoch   6 Batch  235/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.6967, Loss: 0.3878
Epoch   6 Batch  236/1077 - Train Accuracy: 0.6898, Validation Accuracy: 0.6960, Loss: 0.4309
Epoch   6 Batch  237/1077 - Train Accuracy: 0.6972, Validation Accuracy: 0.7010, Loss: 0.3882
Epoch   6 Batch  238/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.6960, Loss: 0.4045
Epoch   6 Batch  239/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.6918, Loss: 0.3848
Epoch   6 Batch  240/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.6832, Loss: 0.4017
Epoch   6 Batch  241/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.6893, Loss: 0.3826
Epoch   6 Batch  242/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.6992, Loss: 0.4095
Epoch   6 Batch  243/1077 - Train Accuracy: 0.6605, Validation Accuracy: 0.7028, Loss: 0.4468
Epoch   6 Batch  244/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.6964, Loss: 0.3925
Epoch   6 Batch  245/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.6953, Loss: 0.3910
Epoch   6 Batch  246/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.6999, Loss: 0.4153
Epoch   6 Batch  247/1077 - Train Accuracy: 0.7054, Validation Accuracy: 0.6911, Loss: 0.3912
Epoch   6 Batch  248/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7056, Loss: 0.3984
Epoch   6 Batch  249/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6989, Loss: 0.4017
Epoch   6 Batch  250/1077 - Train Accuracy: 0.6850, Validation Accuracy: 0.7049, Loss: 0.3939
Epoch   6 Batch  251/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.7109, Loss: 0.4216
Epoch   6 Batch  252/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7056, Loss: 0.3942
Epoch   6 Batch  253/1077 - Train Accuracy: 0.7333, Validation Accuracy: 0.7056, Loss: 0.3812
Epoch   6 Batch  254/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7003, Loss: 0.4145
Epoch   6 Batch  255/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.6932, Loss: 0.4071
Epoch   6 Batch  256/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7077, Loss: 0.4620
Epoch   6 Batch  257/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.6907, Loss: 0.4002
Epoch   6 Batch  258/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7031, Loss: 0.3913
Epoch   6 Batch  259/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.6978, Loss: 0.4164
Epoch   6 Batch  260/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6989, Loss: 0.3941
Epoch   6 Batch  261/1077 - Train Accuracy: 0.6823, Validation Accuracy: 0.6992, Loss: 0.4072
Epoch   6 Batch  262/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7116, Loss: 0.4092
Epoch   6 Batch  263/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7070, Loss: 0.4095
Epoch   6 Batch  264/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7074, Loss: 0.4393
Epoch   6 Batch  265/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7120, Loss: 0.4175
Epoch   6 Batch  266/1077 - Train Accuracy: 0.6782, Validation Accuracy: 0.7056, Loss: 0.4157
Epoch   6 Batch  267/1077 - Train Accuracy: 0.7003, Validation Accuracy: 0.6911, Loss: 0.3916
Epoch   6 Batch  268/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.6953, Loss: 0.4307
Epoch   6 Batch  269/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7145, Loss: 0.4337
Epoch   6 Batch  270/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7177, Loss: 0.4388
Epoch   6 Batch  271/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7141, Loss: 0.3964
Epoch   6 Batch  272/1077 - Train Accuracy: 0.6912, Validation Accuracy: 0.7070, Loss: 0.4462
Epoch   6 Batch  273/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.6964, Loss: 0.4100
Epoch   6 Batch  274/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6971, Loss: 0.4071
Epoch   6 Batch  275/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.6960, Loss: 0.3951
Epoch   6 Batch  276/1077 - Train Accuracy: 0.6570, Validation Accuracy: 0.7049, Loss: 0.4358
Epoch   6 Batch  277/1077 - Train Accuracy: 0.7228, Validation Accuracy: 0.7081, Loss: 0.3819
Epoch   6 Batch  278/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6992, Loss: 0.4478
Epoch   6 Batch  279/1077 - Train Accuracy: 0.6562, Validation Accuracy: 0.6942, Loss: 0.4670
Epoch   6 Batch  280/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7163, Loss: 0.4172
Epoch   6 Batch  281/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7124, Loss: 0.4132
Epoch   6 Batch  282/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7131, Loss: 0.4347
Epoch   6 Batch  283/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7152, Loss: 0.4034
Epoch   6 Batch  284/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7127, Loss: 0.4305
Epoch   6 Batch  285/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7074, Loss: 0.3954
Epoch   6 Batch  286/1077 - Train Accuracy: 0.7005, Validation Accuracy: 0.7060, Loss: 0.3879
Epoch   6 Batch  287/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.6985, Loss: 0.4117
Epoch   6 Batch  288/1077 - Train Accuracy: 0.6758, Validation Accuracy: 0.7049, Loss: 0.4400
Epoch   6 Batch  289/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6971, Loss: 0.4159
Epoch   6 Batch  290/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.6918, Loss: 0.4307
Epoch   6 Batch  291/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.6921, Loss: 0.4135
Epoch   6 Batch  292/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.6882, Loss: 0.4043
Epoch   6 Batch  293/1077 - Train Accuracy: 0.6367, Validation Accuracy: 0.6822, Loss: 0.4432
Epoch   6 Batch  294/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.6907, Loss: 0.3915
Epoch   6 Batch  295/1077 - Train Accuracy: 0.7007, Validation Accuracy: 0.7198, Loss: 0.4176
Epoch   6 Batch  296/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.6893, Loss: 0.3949
Epoch   6 Batch  297/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.7049, Loss: 0.4362
Epoch   6 Batch  298/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.6839, Loss: 0.4342
Epoch   6 Batch  299/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.6932, Loss: 0.4016
Epoch   6 Batch  300/1077 - Train Accuracy: 0.7048, Validation Accuracy: 0.6811, Loss: 0.4108
Epoch   6 Batch  301/1077 - Train Accuracy: 0.6668, Validation Accuracy: 0.6978, Loss: 0.4154
Epoch   6 Batch  302/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.6825, Loss: 0.4077
Epoch   6 Batch  303/1077 - Train Accuracy: 0.6824, Validation Accuracy: 0.6900, Loss: 0.4287
Epoch   6 Batch  304/1077 - Train Accuracy: 0.6979, Validation Accuracy: 0.6907, Loss: 0.3891
Epoch   6 Batch  305/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.6790, Loss: 0.4053
Epoch   6 Batch  306/1077 - Train Accuracy: 0.7050, Validation Accuracy: 0.6680, Loss: 0.4116
Epoch   6 Batch  307/1077 - Train Accuracy: 0.6492, Validation Accuracy: 0.6836, Loss: 0.4130
Epoch   6 Batch  308/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.6861, Loss: 0.4402
Epoch   6 Batch  309/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6893, Loss: 0.3794
Epoch   6 Batch  310/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.6978, Loss: 0.4299
Epoch   6 Batch  311/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.6996, Loss: 0.3977
Epoch   6 Batch  312/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7049, Loss: 0.4409
Epoch   6 Batch  313/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7099, Loss: 0.3948
Epoch   6 Batch  314/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.7138, Loss: 0.4122
Epoch   6 Batch  315/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7067, Loss: 0.3822
Epoch   6 Batch  316/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7088, Loss: 0.3906
Epoch   6 Batch  317/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7134, Loss: 0.4459
Epoch   6 Batch  318/1077 - Train Accuracy: 0.6629, Validation Accuracy: 0.7163, Loss: 0.4314
Epoch   6 Batch  319/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7141, Loss: 0.4282
Epoch   6 Batch  320/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7017, Loss: 0.4283
Epoch   6 Batch  321/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7056, Loss: 0.4169
Epoch   6 Batch  322/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.7102, Loss: 0.4064
Epoch   6 Batch  323/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7038, Loss: 0.4085
Epoch   6 Batch  324/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7205, Loss: 0.4198
Epoch   6 Batch  325/1077 - Train Accuracy: 0.7202, Validation Accuracy: 0.7219, Loss: 0.3828
Epoch   6 Batch  326/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7241, Loss: 0.3933
Epoch   6 Batch  327/1077 - Train Accuracy: 0.7063, Validation Accuracy: 0.7145, Loss: 0.4299
Epoch   6 Batch  328/1077 - Train Accuracy: 0.6804, Validation Accuracy: 0.7124, Loss: 0.4110
Epoch   6 Batch  329/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.7138, Loss: 0.4211
Epoch   6 Batch  330/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7063, Loss: 0.4012
Epoch   6 Batch  331/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7038, Loss: 0.4172
Epoch   6 Batch  332/1077 - Train Accuracy: 0.7173, Validation Accuracy: 0.7003, Loss: 0.3766
Epoch   6 Batch  333/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7060, Loss: 0.4204
Epoch   6 Batch  334/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7209, Loss: 0.3985
Epoch   6 Batch  335/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7077, Loss: 0.3878
Epoch   6 Batch  336/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7042, Loss: 0.4248
Epoch   6 Batch  337/1077 - Train Accuracy: 0.6516, Validation Accuracy: 0.7042, Loss: 0.4430
Epoch   6 Batch  338/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7031, Loss: 0.4366
Epoch   6 Batch  339/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7216, Loss: 0.4121
Epoch   6 Batch  340/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7138, Loss: 0.4070
Epoch   6 Batch  341/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7188, Loss: 0.4570
Epoch   6 Batch  342/1077 - Train Accuracy: 0.6998, Validation Accuracy: 0.7159, Loss: 0.4002
Epoch   6 Batch  343/1077 - Train Accuracy: 0.6762, Validation Accuracy: 0.7106, Loss: 0.4317
Epoch   6 Batch  344/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7223, Loss: 0.4129
Epoch   6 Batch  345/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7092, Loss: 0.4057
Epoch   6 Batch  346/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.7021, Loss: 0.4186
Epoch   6 Batch  347/1077 - Train Accuracy: 0.7132, Validation Accuracy: 0.7134, Loss: 0.3815
Epoch   6 Batch  348/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7127, Loss: 0.4041
Epoch   6 Batch  349/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7134, Loss: 0.4085
Epoch   6 Batch  350/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7113, Loss: 0.4088
Epoch   6 Batch  351/1077 - Train Accuracy: 0.6846, Validation Accuracy: 0.7035, Loss: 0.4339
Epoch   6 Batch  352/1077 - Train Accuracy: 0.6691, Validation Accuracy: 0.6911, Loss: 0.4164
Epoch   6 Batch  353/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.6964, Loss: 0.4393
Epoch   6 Batch  354/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7060, Loss: 0.4377
Epoch   6 Batch  355/1077 - Train Accuracy: 0.6827, Validation Accuracy: 0.7063, Loss: 0.4059
Epoch   6 Batch  356/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7156, Loss: 0.4032
Epoch   6 Batch  357/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.7148, Loss: 0.3914
Epoch   6 Batch  358/1077 - Train Accuracy: 0.6575, Validation Accuracy: 0.7099, Loss: 0.4375
Epoch   6 Batch  359/1077 - Train Accuracy: 0.6695, Validation Accuracy: 0.7148, Loss: 0.4214
Epoch   6 Batch  360/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7045, Loss: 0.4093
Epoch   6 Batch  361/1077 - Train Accuracy: 0.6928, Validation Accuracy: 0.7159, Loss: 0.4307
Epoch   6 Batch  362/1077 - Train Accuracy: 0.6968, Validation Accuracy: 0.7156, Loss: 0.3956
Epoch   6 Batch  363/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7177, Loss: 0.4291
Epoch   6 Batch  364/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7102, Loss: 0.4228
Epoch   6 Batch  365/1077 - Train Accuracy: 0.6594, Validation Accuracy: 0.7113, Loss: 0.4067
Epoch   6 Batch  366/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7010, Loss: 0.4267
Epoch   6 Batch  367/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7063, Loss: 0.3538
Epoch   6 Batch  368/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.6992, Loss: 0.4162
Epoch   6 Batch  369/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.6935, Loss: 0.4013
Epoch   6 Batch  370/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.6928, Loss: 0.4034
Epoch   6 Batch  371/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7070, Loss: 0.4025
Epoch   6 Batch  372/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7067, Loss: 0.4008
Epoch   6 Batch  373/1077 - Train Accuracy: 0.7247, Validation Accuracy: 0.7056, Loss: 0.3884
Epoch   6 Batch  374/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7060, Loss: 0.4325
Epoch   6 Batch  375/1077 - Train Accuracy: 0.7358, Validation Accuracy: 0.6985, Loss: 0.3806
Epoch   6 Batch  376/1077 - Train Accuracy: 0.7127, Validation Accuracy: 0.7028, Loss: 0.3889
Epoch   6 Batch  377/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7003, Loss: 0.4158
Epoch   6 Batch  378/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7042, Loss: 0.3976
Epoch   6 Batch  379/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.7013, Loss: 0.4199
Epoch   6 Batch  380/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.6978, Loss: 0.3926
Epoch   6 Batch  381/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7021, Loss: 0.4193
Epoch   6 Batch  382/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7077, Loss: 0.4205
Epoch   6 Batch  383/1077 - Train Accuracy: 0.6700, Validation Accuracy: 0.7028, Loss: 0.3988
Epoch   6 Batch  384/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7035, Loss: 0.4023
Epoch   6 Batch  385/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.7006, Loss: 0.4143
Epoch   6 Batch  386/1077 - Train Accuracy: 0.6942, Validation Accuracy: 0.7152, Loss: 0.4017
Epoch   6 Batch  387/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.6871, Loss: 0.3890
Epoch   6 Batch  388/1077 - Train Accuracy: 0.7050, Validation Accuracy: 0.6946, Loss: 0.4319
Epoch   6 Batch  389/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.6889, Loss: 0.4068
Epoch   6 Batch  390/1077 - Train Accuracy: 0.6398, Validation Accuracy: 0.6982, Loss: 0.4429
Epoch   6 Batch  391/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7081, Loss: 0.4040
Epoch   6 Batch  392/1077 - Train Accuracy: 0.6922, Validation Accuracy: 0.7251, Loss: 0.3871
Epoch   6 Batch  393/1077 - Train Accuracy: 0.6938, Validation Accuracy: 0.7237, Loss: 0.3972
Epoch   6 Batch  394/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7223, Loss: 0.4352
Epoch   6 Batch  395/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7173, Loss: 0.3826
Epoch   6 Batch  396/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7198, Loss: 0.4236
Epoch   6 Batch  397/1077 - Train Accuracy: 0.7001, Validation Accuracy: 0.7234, Loss: 0.4075
Epoch   6 Batch  398/1077 - Train Accuracy: 0.6994, Validation Accuracy: 0.7049, Loss: 0.4224
Epoch   6 Batch  399/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7013, Loss: 0.4230
Epoch   6 Batch  400/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7053, Loss: 0.4187
Epoch   6 Batch  401/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7219, Loss: 0.4047
Epoch   6 Batch  402/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7166, Loss: 0.3823
Epoch   6 Batch  403/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7166, Loss: 0.4123
Epoch   6 Batch  404/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7120, Loss: 0.3983
Epoch   6 Batch  405/1077 - Train Accuracy: 0.7146, Validation Accuracy: 0.7170, Loss: 0.4384
Epoch   6 Batch  406/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7145, Loss: 0.3912
Epoch   6 Batch  407/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7202, Loss: 0.4229
Epoch   6 Batch  408/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7173, Loss: 0.4154
Epoch   6 Batch  409/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.7290, Loss: 0.4258
Epoch   6 Batch  410/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7216, Loss: 0.4189
Epoch   6 Batch  411/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.7049, Loss: 0.3916
Epoch   6 Batch  412/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7056, Loss: 0.3965
Epoch   6 Batch  413/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7088, Loss: 0.4043
Epoch   6 Batch  414/1077 - Train Accuracy: 0.6609, Validation Accuracy: 0.7113, Loss: 0.4349
Epoch   6 Batch  415/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7074, Loss: 0.3920
Epoch   6 Batch  416/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7152, Loss: 0.3970
Epoch   6 Batch  417/1077 - Train Accuracy: 0.6703, Validation Accuracy: 0.7148, Loss: 0.4076
Epoch   6 Batch  418/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7060, Loss: 0.4051
Epoch   6 Batch  419/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.7095, Loss: 0.4143
Epoch   6 Batch  420/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.6967, Loss: 0.3924
Epoch   6 Batch  421/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.6900, Loss: 0.4250
Epoch   6 Batch  422/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.6999, Loss: 0.4017
Epoch   6 Batch  423/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7148, Loss: 0.4062
Epoch   6 Batch  424/1077 - Train Accuracy: 0.6520, Validation Accuracy: 0.7116, Loss: 0.4180
Epoch   6 Batch  425/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7102, Loss: 0.4042
Epoch   6 Batch  426/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7028, Loss: 0.4177
Epoch   6 Batch  427/1077 - Train Accuracy: 0.6775, Validation Accuracy: 0.6953, Loss: 0.4008
Epoch   6 Batch  428/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.6939, Loss: 0.3805
Epoch   6 Batch  429/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7159, Loss: 0.4055
Epoch   6 Batch  430/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7195, Loss: 0.4081
Epoch   6 Batch  431/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7063, Loss: 0.4118
Epoch   6 Batch  432/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7095, Loss: 0.3894
Epoch   6 Batch  433/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7088, Loss: 0.4259
Epoch   6 Batch  434/1077 - Train Accuracy: 0.6977, Validation Accuracy: 0.7170, Loss: 0.4266
Epoch   6 Batch  435/1077 - Train Accuracy: 0.7356, Validation Accuracy: 0.7159, Loss: 0.4299
Epoch   6 Batch  436/1077 - Train Accuracy: 0.6901, Validation Accuracy: 0.6964, Loss: 0.3912
Epoch   6 Batch  437/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.6960, Loss: 0.4333
Epoch   6 Batch  438/1077 - Train Accuracy: 0.6840, Validation Accuracy: 0.6942, Loss: 0.4124
Epoch   6 Batch  439/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7085, Loss: 0.4341
Epoch   6 Batch  440/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.6800, Loss: 0.4259
Epoch   6 Batch  441/1077 - Train Accuracy: 0.6625, Validation Accuracy: 0.6822, Loss: 0.3957
Epoch   6 Batch  442/1077 - Train Accuracy: 0.6815, Validation Accuracy: 0.6903, Loss: 0.3938
Epoch   6 Batch  443/1077 - Train Accuracy: 0.6864, Validation Accuracy: 0.6797, Loss: 0.3914
Epoch   6 Batch  444/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.6950, Loss: 0.4042
Epoch   6 Batch  445/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6811, Loss: 0.4243
Epoch   6 Batch  446/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.6854, Loss: 0.3900
Epoch   6 Batch  447/1077 - Train Accuracy: 0.6660, Validation Accuracy: 0.6857, Loss: 0.4222
Epoch   6 Batch  448/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.6747, Loss: 0.4099
Epoch   6 Batch  449/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.6879, Loss: 0.4332
Epoch   6 Batch  450/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.6875, Loss: 0.3838
Epoch   6 Batch  451/1077 - Train Accuracy: 0.7080, Validation Accuracy: 0.6921, Loss: 0.3727
Epoch   6 Batch  452/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7038, Loss: 0.4145
Epoch   6 Batch  453/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.6996, Loss: 0.3952
Epoch   6 Batch  454/1077 - Train Accuracy: 0.6895, Validation Accuracy: 0.6900, Loss: 0.4314
Epoch   6 Batch  455/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.6996, Loss: 0.3981
Epoch   6 Batch  456/1077 - Train Accuracy: 0.6926, Validation Accuracy: 0.7063, Loss: 0.4034
Epoch   6 Batch  457/1077 - Train Accuracy: 0.7128, Validation Accuracy: 0.7134, Loss: 0.3890
Epoch   6 Batch  458/1077 - Train Accuracy: 0.6687, Validation Accuracy: 0.7113, Loss: 0.4200
Epoch   6 Batch  459/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7134, Loss: 0.3844
Epoch   6 Batch  460/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7116, Loss: 0.4297
Epoch   6 Batch  461/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7163, Loss: 0.4037
Epoch   6 Batch  462/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7205, Loss: 0.4032
Epoch   6 Batch  463/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7085, Loss: 0.4202
Epoch   6 Batch  464/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7085, Loss: 0.3970
Epoch   6 Batch  465/1077 - Train Accuracy: 0.6682, Validation Accuracy: 0.7060, Loss: 0.4705
Epoch   6 Batch  466/1077 - Train Accuracy: 0.6730, Validation Accuracy: 0.7060, Loss: 0.4131
Epoch   6 Batch  467/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7060, Loss: 0.3861
Epoch   6 Batch  468/1077 - Train Accuracy: 0.7091, Validation Accuracy: 0.7102, Loss: 0.4066
Epoch   6 Batch  469/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7088, Loss: 0.4292
Epoch   6 Batch  470/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.7074, Loss: 0.4268
Epoch   6 Batch  471/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7049, Loss: 0.4057
Epoch   6 Batch  472/1077 - Train Accuracy: 0.6808, Validation Accuracy: 0.7205, Loss: 0.3756
Epoch   6 Batch  473/1077 - Train Accuracy: 0.6789, Validation Accuracy: 0.7198, Loss: 0.4159
Epoch   6 Batch  474/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7202, Loss: 0.4270
Epoch   6 Batch  475/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7109, Loss: 0.3974
Epoch   6 Batch  476/1077 - Train Accuracy: 0.7122, Validation Accuracy: 0.7038, Loss: 0.3963
Epoch   6 Batch  477/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7145, Loss: 0.3880
Epoch   6 Batch  478/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7173, Loss: 0.4349
Epoch   6 Batch  479/1077 - Train Accuracy: 0.6500, Validation Accuracy: 0.7141, Loss: 0.4211
Epoch   6 Batch  480/1077 - Train Accuracy: 0.7405, Validation Accuracy: 0.7053, Loss: 0.4015
Epoch   6 Batch  481/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7127, Loss: 0.4014
Epoch   6 Batch  482/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7156, Loss: 0.4195
Epoch   6 Batch  483/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7159, Loss: 0.4273
Epoch   6 Batch  484/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7063, Loss: 0.3935
Epoch   6 Batch  485/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7156, Loss: 0.4181
Epoch   6 Batch  486/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7124, Loss: 0.4059
Epoch   6 Batch  487/1077 - Train Accuracy: 0.6826, Validation Accuracy: 0.7216, Loss: 0.4278
Epoch   6 Batch  488/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.7074, Loss: 0.4049
Epoch   6 Batch  489/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7063, Loss: 0.3900
Epoch   6 Batch  490/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7212, Loss: 0.4176
Epoch   6 Batch  491/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.7152, Loss: 0.3976
Epoch   6 Batch  492/1077 - Train Accuracy: 0.6734, Validation Accuracy: 0.7156, Loss: 0.4244
Epoch   6 Batch  493/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7237, Loss: 0.3656
Epoch   6 Batch  494/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7124, Loss: 0.3908
Epoch   6 Batch  495/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7063, Loss: 0.3945
Epoch   6 Batch  496/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7138, Loss: 0.4174
Epoch   6 Batch  497/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7315, Loss: 0.4356
Epoch   6 Batch  498/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7287, Loss: 0.3930
Epoch   6 Batch  499/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.7266, Loss: 0.4062
Epoch   6 Batch  500/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7219, Loss: 0.3938
Epoch   6 Batch  501/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7163, Loss: 0.4028
Epoch   6 Batch  502/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7191, Loss: 0.4040
Epoch   6 Batch  503/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7131, Loss: 0.4042
Epoch   6 Batch  504/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7127, Loss: 0.4189
Epoch   6 Batch  505/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7109, Loss: 0.3651
Epoch   6 Batch  506/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.7134, Loss: 0.4202
Epoch   6 Batch  507/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7184, Loss: 0.4037
Epoch   6 Batch  508/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.7131, Loss: 0.3923
Epoch   6 Batch  509/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7180, Loss: 0.4223
Epoch   6 Batch  510/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7077, Loss: 0.3856
Epoch   6 Batch  511/1077 - Train Accuracy: 0.6678, Validation Accuracy: 0.6999, Loss: 0.4111
Epoch   6 Batch  512/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.6992, Loss: 0.3921
Epoch   6 Batch  513/1077 - Train Accuracy: 0.6727, Validation Accuracy: 0.7095, Loss: 0.4024
Epoch   6 Batch  514/1077 - Train Accuracy: 0.6555, Validation Accuracy: 0.7024, Loss: 0.4112
Epoch   6 Batch  515/1077 - Train Accuracy: 0.6676, Validation Accuracy: 0.6964, Loss: 0.4322
Epoch   6 Batch  516/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.6967, Loss: 0.3693
Epoch   6 Batch  517/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.6818, Loss: 0.3964
Epoch   6 Batch  518/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.6932, Loss: 0.3919
Epoch   6 Batch  519/1077 - Train Accuracy: 0.6937, Validation Accuracy: 0.6982, Loss: 0.4009
Epoch   6 Batch  520/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7216, Loss: 0.3677
Epoch   6 Batch  521/1077 - Train Accuracy: 0.6897, Validation Accuracy: 0.6925, Loss: 0.3813
Epoch   6 Batch  522/1077 - Train Accuracy: 0.6391, Validation Accuracy: 0.6964, Loss: 0.4365
Epoch   6 Batch  523/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7173, Loss: 0.4194
Epoch   6 Batch  524/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7166, Loss: 0.4202
Epoch   6 Batch  525/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7166, Loss: 0.3901
Epoch   6 Batch  526/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7038, Loss: 0.3973
Epoch   6 Batch  527/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7124, Loss: 0.4065
Epoch   6 Batch  528/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7109, Loss: 0.3878
Epoch   6 Batch  529/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7188, Loss: 0.3947
Epoch   6 Batch  530/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.7223, Loss: 0.4272
Epoch   6 Batch  531/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7095, Loss: 0.4013
Epoch   6 Batch  532/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7070, Loss: 0.4412
Epoch   6 Batch  533/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7159, Loss: 0.4220
Epoch   6 Batch  534/1077 - Train Accuracy: 0.6819, Validation Accuracy: 0.6967, Loss: 0.4048
Epoch   6 Batch  535/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.6935, Loss: 0.4023
Epoch   6 Batch  536/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.6886, Loss: 0.3852
Epoch   6 Batch  537/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6836, Loss: 0.4190
Epoch   6 Batch  538/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.6950, Loss: 0.3812
Epoch   6 Batch  539/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7045, Loss: 0.4050
Epoch   6 Batch  540/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7017, Loss: 0.3706
Epoch   6 Batch  541/1077 - Train Accuracy: 0.6813, Validation Accuracy: 0.7038, Loss: 0.4071
Epoch   6 Batch  542/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6996, Loss: 0.4061
Epoch   6 Batch  543/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7042, Loss: 0.4061
Epoch   6 Batch  544/1077 - Train Accuracy: 0.6598, Validation Accuracy: 0.7017, Loss: 0.4092
Epoch   6 Batch  545/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.6967, Loss: 0.4253
Epoch   6 Batch  546/1077 - Train Accuracy: 0.6793, Validation Accuracy: 0.6935, Loss: 0.4155
Epoch   6 Batch  547/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.6942, Loss: 0.3884
Epoch   6 Batch  548/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7085, Loss: 0.4102
Epoch   6 Batch  549/1077 - Train Accuracy: 0.6590, Validation Accuracy: 0.7049, Loss: 0.4256
Epoch   6 Batch  550/1077 - Train Accuracy: 0.6547, Validation Accuracy: 0.7127, Loss: 0.4333
Epoch   6 Batch  551/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7191, Loss: 0.4208
Epoch   6 Batch  552/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7145, Loss: 0.4123
Epoch   6 Batch  553/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7145, Loss: 0.4107
Epoch   6 Batch  554/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7173, Loss: 0.4216
Epoch   6 Batch  555/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7148, Loss: 0.4015
Epoch   6 Batch  556/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7077, Loss: 0.3887
Epoch   6 Batch  557/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7145, Loss: 0.4005
Epoch   6 Batch  558/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7021, Loss: 0.3937
Epoch   6 Batch  559/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.6957, Loss: 0.4008
Epoch   6 Batch  560/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7106, Loss: 0.3902
Epoch   6 Batch  561/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.7113, Loss: 0.3926
Epoch   6 Batch  562/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7099, Loss: 0.3753
Epoch   6 Batch  563/1077 - Train Accuracy: 0.6766, Validation Accuracy: 0.7116, Loss: 0.4217
Epoch   6 Batch  564/1077 - Train Accuracy: 0.7278, Validation Accuracy: 0.7109, Loss: 0.4227
Epoch   6 Batch  565/1077 - Train Accuracy: 0.6908, Validation Accuracy: 0.7124, Loss: 0.4050
Epoch   6 Batch  566/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7170, Loss: 0.4186
Epoch   6 Batch  567/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7191, Loss: 0.4096
Epoch   6 Batch  568/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7177, Loss: 0.3900
Epoch   6 Batch  569/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7074, Loss: 0.4029
Epoch   6 Batch  570/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7145, Loss: 0.4249
Epoch   6 Batch  571/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7209, Loss: 0.3828
Epoch   6 Batch  572/1077 - Train Accuracy: 0.7325, Validation Accuracy: 0.7223, Loss: 0.3713
Epoch   6 Batch  573/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7227, Loss: 0.4222
Epoch   6 Batch  574/1077 - Train Accuracy: 0.6674, Validation Accuracy: 0.7248, Loss: 0.4110
Epoch   6 Batch  575/1077 - Train Accuracy: 0.7087, Validation Accuracy: 0.7255, Loss: 0.3988
Epoch   6 Batch  576/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7184, Loss: 0.4167
Epoch   6 Batch  577/1077 - Train Accuracy: 0.6990, Validation Accuracy: 0.7177, Loss: 0.4167
Epoch   6 Batch  578/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7173, Loss: 0.4096
Epoch   6 Batch  579/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7227, Loss: 0.3920
Epoch   6 Batch  580/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7159, Loss: 0.3671
Epoch   6 Batch  581/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7124, Loss: 0.3899
Epoch   6 Batch  582/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7060, Loss: 0.3964
Epoch   6 Batch  583/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.6957, Loss: 0.4286
Epoch   6 Batch  584/1077 - Train Accuracy: 0.6860, Validation Accuracy: 0.7060, Loss: 0.4007
Epoch   6 Batch  585/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7120, Loss: 0.3841
Epoch   6 Batch  586/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7120, Loss: 0.4132
Epoch   6 Batch  587/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7049, Loss: 0.3793
Epoch   6 Batch  588/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7180, Loss: 0.3975
Epoch   6 Batch  589/1077 - Train Accuracy: 0.7097, Validation Accuracy: 0.7219, Loss: 0.4073
Epoch   6 Batch  590/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7163, Loss: 0.4269
Epoch   6 Batch  591/1077 - Train Accuracy: 0.7315, Validation Accuracy: 0.7124, Loss: 0.3685
Epoch   6 Batch  592/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7138, Loss: 0.4081
Epoch   6 Batch  593/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7085, Loss: 0.3998
Epoch   6 Batch  594/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7184, Loss: 0.4133
Epoch   6 Batch  595/1077 - Train Accuracy: 0.6754, Validation Accuracy: 0.7241, Loss: 0.4075
Epoch   6 Batch  596/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7095, Loss: 0.4203
Epoch   6 Batch  597/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7088, Loss: 0.4119
Epoch   6 Batch  598/1077 - Train Accuracy: 0.7042, Validation Accuracy: 0.7166, Loss: 0.3891
Epoch   6 Batch  599/1077 - Train Accuracy: 0.6355, Validation Accuracy: 0.7124, Loss: 0.4427
Epoch   6 Batch  600/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7209, Loss: 0.3728
Epoch   6 Batch  601/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7134, Loss: 0.3961
Epoch   6 Batch  602/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7067, Loss: 0.4092
Epoch   6 Batch  603/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7131, Loss: 0.3950
Epoch   6 Batch  604/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7017, Loss: 0.4127
Epoch   6 Batch  605/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.6911, Loss: 0.4159
Epoch   6 Batch  606/1077 - Train Accuracy: 0.7269, Validation Accuracy: 0.7056, Loss: 0.3835
Epoch   6 Batch  607/1077 - Train Accuracy: 0.7369, Validation Accuracy: 0.7070, Loss: 0.3827
Epoch   6 Batch  608/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7070, Loss: 0.4207
Epoch   6 Batch  609/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7173, Loss: 0.4150
Epoch   6 Batch  610/1077 - Train Accuracy: 0.6916, Validation Accuracy: 0.7170, Loss: 0.4088
Epoch   6 Batch  611/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7212, Loss: 0.4222
Epoch   6 Batch  612/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7085, Loss: 0.3791
Epoch   6 Batch  613/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7109, Loss: 0.4183
Epoch   6 Batch  614/1077 - Train Accuracy: 0.7065, Validation Accuracy: 0.7134, Loss: 0.3926
Epoch   6 Batch  615/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7099, Loss: 0.3991
Epoch   6 Batch  616/1077 - Train Accuracy: 0.6591, Validation Accuracy: 0.7163, Loss: 0.4242
Epoch   6 Batch  617/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.7145, Loss: 0.3962
Epoch   6 Batch  618/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7081, Loss: 0.4144
Epoch   6 Batch  619/1077 - Train Accuracy: 0.6608, Validation Accuracy: 0.7145, Loss: 0.4287
Epoch   6 Batch  620/1077 - Train Accuracy: 0.7051, Validation Accuracy: 0.7166, Loss: 0.3957
Epoch   6 Batch  621/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7223, Loss: 0.3996
Epoch   6 Batch  622/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7102, Loss: 0.4304
Epoch   6 Batch  623/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.6971, Loss: 0.4213
Epoch   6 Batch  624/1077 - Train Accuracy: 0.7388, Validation Accuracy: 0.7017, Loss: 0.3808
Epoch   6 Batch  625/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7099, Loss: 0.3952
Epoch   6 Batch  626/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7124, Loss: 0.3636
Epoch   6 Batch  627/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7077, Loss: 0.4062
Epoch   6 Batch  628/1077 - Train Accuracy: 0.6750, Validation Accuracy: 0.7173, Loss: 0.4058
Epoch   6 Batch  629/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7152, Loss: 0.4056
Epoch   6 Batch  630/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7163, Loss: 0.3985
Epoch   6 Batch  631/1077 - Train Accuracy: 0.7065, Validation Accuracy: 0.7198, Loss: 0.3802
Epoch   6 Batch  632/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7202, Loss: 0.4133
Epoch   6 Batch  633/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7209, Loss: 0.3925
Epoch   6 Batch  634/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7191, Loss: 0.3823
Epoch   6 Batch  635/1077 - Train Accuracy: 0.6974, Validation Accuracy: 0.7198, Loss: 0.4236
Epoch   6 Batch  636/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7248, Loss: 0.3930
Epoch   6 Batch  637/1077 - Train Accuracy: 0.6770, Validation Accuracy: 0.7244, Loss: 0.4162
Epoch   6 Batch  638/1077 - Train Accuracy: 0.7028, Validation Accuracy: 0.7156, Loss: 0.3800
Epoch   6 Batch  639/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7031, Loss: 0.3905
Epoch   6 Batch  640/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7024, Loss: 0.3926
Epoch   6 Batch  641/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7028, Loss: 0.3927
Epoch   6 Batch  642/1077 - Train Accuracy: 0.6845, Validation Accuracy: 0.7170, Loss: 0.3982
Epoch   6 Batch  643/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7038, Loss: 0.3730
Epoch   6 Batch  644/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7134, Loss: 0.3938
Epoch   6 Batch  645/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7156, Loss: 0.3799
Epoch   6 Batch  646/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7124, Loss: 0.3944
Epoch   6 Batch  647/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7269, Loss: 0.3960
Epoch   6 Batch  648/1077 - Train Accuracy: 0.7072, Validation Accuracy: 0.7202, Loss: 0.3852
Epoch   6 Batch  649/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7166, Loss: 0.4076
Epoch   6 Batch  650/1077 - Train Accuracy: 0.6645, Validation Accuracy: 0.7266, Loss: 0.4108
Epoch   6 Batch  651/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7152, Loss: 0.3923
Epoch   6 Batch  652/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7230, Loss: 0.4173
Epoch   6 Batch  653/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7127, Loss: 0.4182
Epoch   6 Batch  654/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7191, Loss: 0.3997
Epoch   6 Batch  655/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7141, Loss: 0.4194
Epoch   6 Batch  656/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7092, Loss: 0.4116
Epoch   6 Batch  657/1077 - Train Accuracy: 0.7052, Validation Accuracy: 0.7205, Loss: 0.4304
Epoch   6 Batch  658/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7170, Loss: 0.3862
Epoch   6 Batch  659/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7216, Loss: 0.3912
Epoch   6 Batch  660/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7241, Loss: 0.4189
Epoch   6 Batch  661/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7102, Loss: 0.3744
Epoch   6 Batch  662/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7063, Loss: 0.3776
Epoch   6 Batch  663/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7177, Loss: 0.3803
Epoch   6 Batch  664/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7219, Loss: 0.3884
Epoch   6 Batch  665/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7095, Loss: 0.4167
Epoch   6 Batch  666/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7021, Loss: 0.4169
Epoch   6 Batch  667/1077 - Train Accuracy: 0.6464, Validation Accuracy: 0.6950, Loss: 0.4247
Epoch   6 Batch  668/1077 - Train Accuracy: 0.6849, Validation Accuracy: 0.6960, Loss: 0.3981
Epoch   6 Batch  669/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7234, Loss: 0.3888
Epoch   6 Batch  670/1077 - Train Accuracy: 0.7404, Validation Accuracy: 0.7216, Loss: 0.3661
Epoch   6 Batch  671/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7202, Loss: 0.4285
Epoch   6 Batch  672/1077 - Train Accuracy: 0.6882, Validation Accuracy: 0.7191, Loss: 0.3882
Epoch   6 Batch  673/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7170, Loss: 0.3707
Epoch   6 Batch  674/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7195, Loss: 0.3975
Epoch   6 Batch  675/1077 - Train Accuracy: 0.7519, Validation Accuracy: 0.7212, Loss: 0.3815
Epoch   6 Batch  676/1077 - Train Accuracy: 0.7245, Validation Accuracy: 0.7095, Loss: 0.4065
Epoch   6 Batch  677/1077 - Train Accuracy: 0.6816, Validation Accuracy: 0.7063, Loss: 0.4184
Epoch   6 Batch  678/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7021, Loss: 0.3761
Epoch   6 Batch  679/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.6989, Loss: 0.3981
Epoch   6 Batch  680/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7148, Loss: 0.3976
Epoch   6 Batch  681/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7290, Loss: 0.4131
Epoch   6 Batch  682/1077 - Train Accuracy: 0.6820, Validation Accuracy: 0.7230, Loss: 0.4104
Epoch   6 Batch  683/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7223, Loss: 0.4030
Epoch   6 Batch  684/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7173, Loss: 0.3857
Epoch   6 Batch  685/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7099, Loss: 0.3975
Epoch   6 Batch  686/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7195, Loss: 0.3740
Epoch   6 Batch  687/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7141, Loss: 0.4119
Epoch   6 Batch  688/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7148, Loss: 0.3885
Epoch   6 Batch  689/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7134, Loss: 0.3947
Epoch   6 Batch  690/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7173, Loss: 0.3881
Epoch   6 Batch  691/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.7212, Loss: 0.4374
Epoch   6 Batch  692/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7102, Loss: 0.3652
Epoch   6 Batch  693/1077 - Train Accuracy: 0.6447, Validation Accuracy: 0.7074, Loss: 0.4628
Epoch   6 Batch  694/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.7156, Loss: 0.3623
Epoch   6 Batch  695/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7188, Loss: 0.3844
Epoch   6 Batch  696/1077 - Train Accuracy: 0.6830, Validation Accuracy: 0.7177, Loss: 0.4203
Epoch   6 Batch  697/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7134, Loss: 0.3884
Epoch   6 Batch  698/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7085, Loss: 0.3682
Epoch   6 Batch  699/1077 - Train Accuracy: 0.6822, Validation Accuracy: 0.6967, Loss: 0.4180
Epoch   6 Batch  700/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.6989, Loss: 0.3850
Epoch   6 Batch  701/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7109, Loss: 0.4069
Epoch   6 Batch  702/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7013, Loss: 0.3911
Epoch   6 Batch  703/1077 - Train Accuracy: 0.6902, Validation Accuracy: 0.7070, Loss: 0.4161
Epoch   6 Batch  704/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7198, Loss: 0.4080
Epoch   6 Batch  705/1077 - Train Accuracy: 0.7122, Validation Accuracy: 0.7177, Loss: 0.4487
Epoch   6 Batch  706/1077 - Train Accuracy: 0.6722, Validation Accuracy: 0.7177, Loss: 0.4033
Epoch   6 Batch  707/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7180, Loss: 0.3943
Epoch   6 Batch  708/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7198, Loss: 0.4040
Epoch   6 Batch  709/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7074, Loss: 0.4182
Epoch   6 Batch  710/1077 - Train Accuracy: 0.6809, Validation Accuracy: 0.7053, Loss: 0.4088
Epoch   6 Batch  711/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7159, Loss: 0.4255
Epoch   6 Batch  712/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7184, Loss: 0.3812
Epoch   6 Batch  713/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7195, Loss: 0.3657
Epoch   6 Batch  714/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.6896, Loss: 0.4430
Epoch   6 Batch  715/1077 - Train Accuracy: 0.6836, Validation Accuracy: 0.6982, Loss: 0.4177
Epoch   6 Batch  716/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7021, Loss: 0.3763
Epoch   6 Batch  717/1077 - Train Accuracy: 0.7245, Validation Accuracy: 0.7006, Loss: 0.4169
Epoch   6 Batch  718/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.6868, Loss: 0.4256
Epoch   6 Batch  719/1077 - Train Accuracy: 0.6510, Validation Accuracy: 0.7081, Loss: 0.3988
Epoch   6 Batch  720/1077 - Train Accuracy: 0.6719, Validation Accuracy: 0.6950, Loss: 0.4246
Epoch   6 Batch  721/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.6932, Loss: 0.4154
Epoch   6 Batch  722/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7067, Loss: 0.4189
Epoch   6 Batch  723/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7131, Loss: 0.3941
Epoch   6 Batch  724/1077 - Train Accuracy: 0.7101, Validation Accuracy: 0.7216, Loss: 0.4252
Epoch   6 Batch  725/1077 - Train Accuracy: 0.6771, Validation Accuracy: 0.6996, Loss: 0.3976
Epoch   6 Batch  726/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.6879, Loss: 0.3879
Epoch   6 Batch  727/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.6864, Loss: 0.3714
Epoch   6 Batch  728/1077 - Train Accuracy: 0.6615, Validation Accuracy: 0.6967, Loss: 0.4207
Epoch   6 Batch  729/1077 - Train Accuracy: 0.6875, Validation Accuracy: 0.7042, Loss: 0.4163
Epoch   6 Batch  730/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7035, Loss: 0.4205
Epoch   6 Batch  731/1077 - Train Accuracy: 0.6834, Validation Accuracy: 0.7042, Loss: 0.4027
Epoch   6 Batch  732/1077 - Train Accuracy: 0.7056, Validation Accuracy: 0.7116, Loss: 0.4167
Epoch   6 Batch  733/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7127, Loss: 0.3949
Epoch   6 Batch  734/1077 - Train Accuracy: 0.7360, Validation Accuracy: 0.7195, Loss: 0.4205
Epoch   6 Batch  735/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7092, Loss: 0.3881
Epoch   6 Batch  736/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.7056, Loss: 0.4122
Epoch   6 Batch  737/1077 - Train Accuracy: 0.6930, Validation Accuracy: 0.7035, Loss: 0.4315
Epoch   6 Batch  738/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7003, Loss: 0.3483
Epoch   6 Batch  739/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.6996, Loss: 0.3749
Epoch   6 Batch  740/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7053, Loss: 0.3891
Epoch   6 Batch  741/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7056, Loss: 0.3949
Epoch   6 Batch  742/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7134, Loss: 0.4112
Epoch   6 Batch  743/1077 - Train Accuracy: 0.6879, Validation Accuracy: 0.7127, Loss: 0.3988
Epoch   6 Batch  744/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7045, Loss: 0.3587
Epoch   6 Batch  745/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7045, Loss: 0.3808
Epoch   6 Batch  746/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7102, Loss: 0.3757
Epoch   6 Batch  747/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7148, Loss: 0.3755
Epoch   6 Batch  748/1077 - Train Accuracy: 0.6828, Validation Accuracy: 0.7177, Loss: 0.3847
Epoch   6 Batch  749/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7287, Loss: 0.4050
Epoch   6 Batch  750/1077 - Train Accuracy: 0.6961, Validation Accuracy: 0.7248, Loss: 0.3888
Epoch   6 Batch  751/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7212, Loss: 0.3754
Epoch   6 Batch  752/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7248, Loss: 0.3632
Epoch   6 Batch  753/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7227, Loss: 0.3824
Epoch   6 Batch  754/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7188, Loss: 0.4044
Epoch   6 Batch  755/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7131, Loss: 0.4004
Epoch   6 Batch  756/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7113, Loss: 0.3801
Epoch   6 Batch  757/1077 - Train Accuracy: 0.7192, Validation Accuracy: 0.7113, Loss: 0.4072
Epoch   6 Batch  758/1077 - Train Accuracy: 0.7333, Validation Accuracy: 0.7180, Loss: 0.3617
Epoch   6 Batch  759/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7092, Loss: 0.3616
Epoch   6 Batch  760/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7156, Loss: 0.4008
Epoch   6 Batch  761/1077 - Train Accuracy: 0.7044, Validation Accuracy: 0.7312, Loss: 0.4107
Epoch   6 Batch  762/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7202, Loss: 0.3710
Epoch   6 Batch  763/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7116, Loss: 0.3887
Epoch   6 Batch  764/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7156, Loss: 0.3786
Epoch   6 Batch  765/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7166, Loss: 0.3859
Epoch   6 Batch  766/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7230, Loss: 0.3992
Epoch   6 Batch  767/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7298, Loss: 0.3892
Epoch   6 Batch  768/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7290, Loss: 0.3869
Epoch   6 Batch  769/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7212, Loss: 0.3877
Epoch   6 Batch  770/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.7113, Loss: 0.3602
Epoch   6 Batch  771/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7230, Loss: 0.3918
Epoch   6 Batch  772/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7092, Loss: 0.3815
Epoch   6 Batch  773/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7035, Loss: 0.3722
Epoch   6 Batch  774/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.6989, Loss: 0.3998
Epoch   6 Batch  775/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7109, Loss: 0.3849
Epoch   6 Batch  776/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7116, Loss: 0.3953
Epoch   6 Batch  777/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7141, Loss: 0.3993
Epoch   6 Batch  778/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7184, Loss: 0.3757
Epoch   6 Batch  779/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7060, Loss: 0.3941
Epoch   6 Batch  780/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7006, Loss: 0.3922
Epoch   6 Batch  781/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.6953, Loss: 0.3685
Epoch   6 Batch  782/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7053, Loss: 0.3841
Epoch   6 Batch  783/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7113, Loss: 0.3836
Epoch   6 Batch  784/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7106, Loss: 0.3855
Epoch   6 Batch  785/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7074, Loss: 0.3753
Epoch   6 Batch  786/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.6974, Loss: 0.4001
Epoch   6 Batch  787/1077 - Train Accuracy: 0.7139, Validation Accuracy: 0.6978, Loss: 0.3545
Epoch   6 Batch  788/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7013, Loss: 0.3891
Epoch   6 Batch  789/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7017, Loss: 0.3971
Epoch   6 Batch  790/1077 - Train Accuracy: 0.6633, Validation Accuracy: 0.7038, Loss: 0.4309
Epoch   6 Batch  791/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7188, Loss: 0.4004
Epoch   6 Batch  792/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.7209, Loss: 0.3974
Epoch   6 Batch  793/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7202, Loss: 0.3734
Epoch   6 Batch  794/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7141, Loss: 0.3875
Epoch   6 Batch  795/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7138, Loss: 0.4054
Epoch   6 Batch  796/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7188, Loss: 0.3938
Epoch   6 Batch  797/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.7205, Loss: 0.3915
Epoch   6 Batch  798/1077 - Train Accuracy: 0.6805, Validation Accuracy: 0.7170, Loss: 0.3978
Epoch   6 Batch  799/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7163, Loss: 0.4188
Epoch   6 Batch  800/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7166, Loss: 0.3869
Epoch   6 Batch  801/1077 - Train Accuracy: 0.6918, Validation Accuracy: 0.7163, Loss: 0.3929
Epoch   6 Batch  802/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7099, Loss: 0.3913
Epoch   6 Batch  803/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7131, Loss: 0.3967
Epoch   6 Batch  804/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7113, Loss: 0.3910
Epoch   6 Batch  805/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7095, Loss: 0.3818
Epoch   6 Batch  806/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7099, Loss: 0.3901
Epoch   6 Batch  807/1077 - Train Accuracy: 0.6953, Validation Accuracy: 0.7209, Loss: 0.3756
Epoch   6 Batch  808/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7188, Loss: 0.3987
Epoch   6 Batch  809/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7195, Loss: 0.4107
Epoch   6 Batch  810/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7259, Loss: 0.3645
Epoch   6 Batch  811/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7290, Loss: 0.3621
Epoch   6 Batch  812/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7287, Loss: 0.4017
Epoch   6 Batch  813/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7283, Loss: 0.3862
Epoch   6 Batch  814/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7077, Loss: 0.3877
Epoch   6 Batch  815/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7070, Loss: 0.3839
Epoch   6 Batch  816/1077 - Train Accuracy: 0.7669, Validation Accuracy: 0.7248, Loss: 0.4010
Epoch   6 Batch  817/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7028, Loss: 0.4083
Epoch   6 Batch  818/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7056, Loss: 0.3922
Epoch   6 Batch  819/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7028, Loss: 0.3755
Epoch   6 Batch  820/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7070, Loss: 0.4345
Epoch   6 Batch  821/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7109, Loss: 0.3775
Epoch   6 Batch  822/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7163, Loss: 0.3931
Epoch   6 Batch  823/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7234, Loss: 0.3845
Epoch   6 Batch  824/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.7056, Loss: 0.3762
Epoch   6 Batch  825/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7077, Loss: 0.3807
Epoch   6 Batch  826/1077 - Train Accuracy: 0.6812, Validation Accuracy: 0.7070, Loss: 0.3720
Epoch   6 Batch  827/1077 - Train Accuracy: 0.6731, Validation Accuracy: 0.7191, Loss: 0.4008
Epoch   6 Batch  828/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7116, Loss: 0.3930
Epoch   6 Batch  829/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7109, Loss: 0.4093
Epoch   6 Batch  830/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7219, Loss: 0.3823
Epoch   6 Batch  831/1077 - Train Accuracy: 0.6746, Validation Accuracy: 0.7195, Loss: 0.3973
Epoch   6 Batch  832/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7184, Loss: 0.3919
Epoch   6 Batch  833/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7212, Loss: 0.3864
Epoch   6 Batch  834/1077 - Train Accuracy: 0.7397, Validation Accuracy: 0.7099, Loss: 0.3705
Epoch   6 Batch  835/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7074, Loss: 0.3825
Epoch   6 Batch  836/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7120, Loss: 0.3955
Epoch   6 Batch  837/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7202, Loss: 0.4056
Epoch   6 Batch  838/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7205, Loss: 0.3696
Epoch   6 Batch  839/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7163, Loss: 0.3766
Epoch   6 Batch  840/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7180, Loss: 0.3890
Epoch   6 Batch  841/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7092, Loss: 0.3929
Epoch   6 Batch  842/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.7177, Loss: 0.3850
Epoch   6 Batch  843/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7170, Loss: 0.3590
Epoch   6 Batch  844/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7081, Loss: 0.3679
Epoch   6 Batch  845/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7017, Loss: 0.3875
Epoch   6 Batch  846/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7042, Loss: 0.3866
Epoch   6 Batch  847/1077 - Train Accuracy: 0.7078, Validation Accuracy: 0.7109, Loss: 0.3775
Epoch   6 Batch  848/1077 - Train Accuracy: 0.6855, Validation Accuracy: 0.7003, Loss: 0.3947
Epoch   6 Batch  849/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.6871, Loss: 0.3675
Epoch   6 Batch  850/1077 - Train Accuracy: 0.6577, Validation Accuracy: 0.6996, Loss: 0.4185
Epoch   6 Batch  851/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7195, Loss: 0.3820
Epoch   6 Batch  852/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7095, Loss: 0.3886
Epoch   6 Batch  853/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7134, Loss: 0.3706
Epoch   6 Batch  854/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7198, Loss: 0.3818
Epoch   6 Batch  855/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7202, Loss: 0.3987
Epoch   6 Batch  856/1077 - Train Accuracy: 0.6992, Validation Accuracy: 0.7156, Loss: 0.3965
Epoch   6 Batch  857/1077 - Train Accuracy: 0.7090, Validation Accuracy: 0.7070, Loss: 0.3820
Epoch   6 Batch  858/1077 - Train Accuracy: 0.7299, Validation Accuracy: 0.7088, Loss: 0.3757
Epoch   6 Batch  859/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7148, Loss: 0.3901
Epoch   6 Batch  860/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7106, Loss: 0.3933
Epoch   6 Batch  861/1077 - Train Accuracy: 0.6797, Validation Accuracy: 0.7180, Loss: 0.3878
Epoch   6 Batch  862/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7294, Loss: 0.3842
Epoch   6 Batch  863/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7344, Loss: 0.3612
Epoch   6 Batch  864/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7227, Loss: 0.3872
Epoch   6 Batch  865/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7237, Loss: 0.3533
Epoch   6 Batch  866/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7251, Loss: 0.3767
Epoch   6 Batch  867/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7237, Loss: 0.4269
Epoch   6 Batch  868/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7287, Loss: 0.3859
Epoch   6 Batch  869/1077 - Train Accuracy: 0.6949, Validation Accuracy: 0.7216, Loss: 0.3906
Epoch   6 Batch  870/1077 - Train Accuracy: 0.6859, Validation Accuracy: 0.7305, Loss: 0.3963
Epoch   6 Batch  871/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7262, Loss: 0.3926
Epoch   6 Batch  872/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7234, Loss: 0.3836
Epoch   6 Batch  873/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7244, Loss: 0.3912
Epoch   6 Batch  874/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7280, Loss: 0.3842
Epoch   6 Batch  875/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7319, Loss: 0.3767
Epoch   6 Batch  876/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7326, Loss: 0.3911
Epoch   6 Batch  877/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7276, Loss: 0.3668
Epoch   6 Batch  878/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7269, Loss: 0.3746
Epoch   6 Batch  879/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7223, Loss: 0.3686
Epoch   6 Batch  880/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7266, Loss: 0.3783
Epoch   6 Batch  881/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7195, Loss: 0.3950
Epoch   6 Batch  882/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7216, Loss: 0.4065
Epoch   6 Batch  883/1077 - Train Accuracy: 0.6583, Validation Accuracy: 0.7152, Loss: 0.4261
Epoch   6 Batch  884/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7180, Loss: 0.3667
Epoch   6 Batch  885/1077 - Train Accuracy: 0.7244, Validation Accuracy: 0.7116, Loss: 0.3316
Epoch   6 Batch  886/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7077, Loss: 0.3925
Epoch   6 Batch  887/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7031, Loss: 0.3955
Epoch   6 Batch  888/1077 - Train Accuracy: 0.7046, Validation Accuracy: 0.6893, Loss: 0.4263
Epoch   6 Batch  889/1077 - Train Accuracy: 0.6996, Validation Accuracy: 0.6715, Loss: 0.3805
Epoch   6 Batch  890/1077 - Train Accuracy: 0.7292, Validation Accuracy: 0.6811, Loss: 0.3752
Epoch   6 Batch  891/1077 - Train Accuracy: 0.7204, Validation Accuracy: 0.6903, Loss: 0.4084
Epoch   6 Batch  892/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.6957, Loss: 0.3681
Epoch   6 Batch  893/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7159, Loss: 0.4033
Epoch   6 Batch  894/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7202, Loss: 0.3611
Epoch   6 Batch  895/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7259, Loss: 0.4056
Epoch   6 Batch  896/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7241, Loss: 0.4112
Epoch   6 Batch  897/1077 - Train Accuracy: 0.7295, Validation Accuracy: 0.7269, Loss: 0.3729
Epoch   6 Batch  898/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7308, Loss: 0.3572
Epoch   6 Batch  899/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7102, Loss: 0.4092
Epoch   6 Batch  900/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7031, Loss: 0.3904
Epoch   6 Batch  901/1077 - Train Accuracy: 0.7407, Validation Accuracy: 0.7198, Loss: 0.3805
Epoch   6 Batch  902/1077 - Train Accuracy: 0.7009, Validation Accuracy: 0.7141, Loss: 0.3889
Epoch   6 Batch  903/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7188, Loss: 0.3744
Epoch   6 Batch  904/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7202, Loss: 0.3849
Epoch   6 Batch  905/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7354, Loss: 0.3698
Epoch   6 Batch  906/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7251, Loss: 0.3629
Epoch   6 Batch  907/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7145, Loss: 0.3792
Epoch   6 Batch  908/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7159, Loss: 0.3953
Epoch   6 Batch  909/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7305, Loss: 0.3991
Epoch   6 Batch  910/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7056, Loss: 0.3749
Epoch   6 Batch  911/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7081, Loss: 0.3692
Epoch   6 Batch  912/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7095, Loss: 0.3860
Epoch   6 Batch  913/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7209, Loss: 0.3946
Epoch   6 Batch  914/1077 - Train Accuracy: 0.7412, Validation Accuracy: 0.7092, Loss: 0.3563
Epoch   6 Batch  915/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.6999, Loss: 0.4263
Epoch   6 Batch  916/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7198, Loss: 0.3766
Epoch   6 Batch  917/1077 - Train Accuracy: 0.6848, Validation Accuracy: 0.7010, Loss: 0.3900
Epoch   6 Batch  918/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7116, Loss: 0.3560
Epoch   6 Batch  919/1077 - Train Accuracy: 0.7155, Validation Accuracy: 0.7116, Loss: 0.3853
Epoch   6 Batch  920/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7283, Loss: 0.3954
Epoch   6 Batch  921/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7379, Loss: 0.3844
Epoch   6 Batch  922/1077 - Train Accuracy: 0.7321, Validation Accuracy: 0.7330, Loss: 0.3613
Epoch   6 Batch  923/1077 - Train Accuracy: 0.6883, Validation Accuracy: 0.7237, Loss: 0.4016
Epoch   6 Batch  924/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7255, Loss: 0.4023
Epoch   6 Batch  925/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7219, Loss: 0.3663
Epoch   6 Batch  926/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7138, Loss: 0.3921
Epoch   6 Batch  927/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7212, Loss: 0.3881
Epoch   6 Batch  928/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7127, Loss: 0.3659
Epoch   6 Batch  929/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7159, Loss: 0.3938
Epoch   6 Batch  930/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7209, Loss: 0.3621
Epoch   6 Batch  931/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7188, Loss: 0.3801
Epoch   6 Batch  932/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.7202, Loss: 0.3851
Epoch   6 Batch  933/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7255, Loss: 0.3766
Epoch   6 Batch  934/1077 - Train Accuracy: 0.6641, Validation Accuracy: 0.7219, Loss: 0.4037
Epoch   6 Batch  935/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7131, Loss: 0.4037
Epoch   6 Batch  936/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7287, Loss: 0.3895
Epoch   6 Batch  937/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7251, Loss: 0.4016
Epoch   6 Batch  938/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7262, Loss: 0.3781
Epoch   6 Batch  939/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7209, Loss: 0.3792
Epoch   6 Batch  940/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7223, Loss: 0.3800
Epoch   6 Batch  941/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7255, Loss: 0.3542
Epoch   6 Batch  942/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7227, Loss: 0.3894
Epoch   6 Batch  943/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7216, Loss: 0.3776
Epoch   6 Batch  944/1077 - Train Accuracy: 0.6931, Validation Accuracy: 0.7230, Loss: 0.3730
Epoch   6 Batch  945/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7347, Loss: 0.3580
Epoch   6 Batch  946/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7351, Loss: 0.3749
Epoch   6 Batch  947/1077 - Train Accuracy: 0.6702, Validation Accuracy: 0.7283, Loss: 0.4095
Epoch   6 Batch  948/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7273, Loss: 0.3753
Epoch   6 Batch  949/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7241, Loss: 0.3465
Epoch   6 Batch  950/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7170, Loss: 0.3587
Epoch   6 Batch  951/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7145, Loss: 0.3741
Epoch   6 Batch  952/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7085, Loss: 0.3651
Epoch   6 Batch  953/1077 - Train Accuracy: 0.7455, Validation Accuracy: 0.7188, Loss: 0.3830
Epoch   6 Batch  954/1077 - Train Accuracy: 0.6723, Validation Accuracy: 0.7276, Loss: 0.4007
Epoch   6 Batch  955/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7191, Loss: 0.3756
Epoch   6 Batch  956/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7134, Loss: 0.3664
Epoch   6 Batch  957/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7251, Loss: 0.3545
Epoch   6 Batch  958/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7333, Loss: 0.3859
Epoch   6 Batch  959/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7148, Loss: 0.3617
Epoch   6 Batch  960/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7138, Loss: 0.3791
Epoch   6 Batch  961/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7173, Loss: 0.3910
Epoch   6 Batch  962/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7070, Loss: 0.3779
Epoch   6 Batch  963/1077 - Train Accuracy: 0.7170, Validation Accuracy: 0.6996, Loss: 0.4148
Epoch   6 Batch  964/1077 - Train Accuracy: 0.7135, Validation Accuracy: 0.6935, Loss: 0.3553
Epoch   6 Batch  965/1077 - Train Accuracy: 0.6945, Validation Accuracy: 0.7038, Loss: 0.4065
Epoch   6 Batch  966/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7241, Loss: 0.3350
Epoch   6 Batch  967/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7259, Loss: 0.3660
Epoch   6 Batch  968/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7241, Loss: 0.4058
Epoch   6 Batch  969/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7227, Loss: 0.3779
Epoch   6 Batch  970/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7113, Loss: 0.3877
Epoch   6 Batch  971/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7099, Loss: 0.3614
Epoch   6 Batch  972/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7053, Loss: 0.3721
Epoch   6 Batch  973/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7127, Loss: 0.3534
Epoch   6 Batch  974/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7085, Loss: 0.3870
Epoch   6 Batch  975/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7124, Loss: 0.3616
Epoch   6 Batch  976/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7102, Loss: 0.3711
Epoch   6 Batch  977/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7138, Loss: 0.3606
Epoch   6 Batch  978/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7116, Loss: 0.3745
Epoch   6 Batch  979/1077 - Train Accuracy: 0.7130, Validation Accuracy: 0.7163, Loss: 0.3943
Epoch   6 Batch  980/1077 - Train Accuracy: 0.6980, Validation Accuracy: 0.7198, Loss: 0.3927
Epoch   6 Batch  981/1077 - Train Accuracy: 0.6969, Validation Accuracy: 0.7216, Loss: 0.3864
Epoch   6 Batch  982/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7170, Loss: 0.3715
Epoch   6 Batch  983/1077 - Train Accuracy: 0.6982, Validation Accuracy: 0.7184, Loss: 0.3932
Epoch   6 Batch  984/1077 - Train Accuracy: 0.6832, Validation Accuracy: 0.7251, Loss: 0.4095
Epoch   6 Batch  985/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7248, Loss: 0.3638
Epoch   6 Batch  986/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7330, Loss: 0.3747
Epoch   6 Batch  987/1077 - Train Accuracy: 0.7013, Validation Accuracy: 0.7351, Loss: 0.3553
Epoch   6 Batch  988/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7255, Loss: 0.3782
Epoch   6 Batch  989/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7209, Loss: 0.3887
Epoch   6 Batch  990/1077 - Train Accuracy: 0.7048, Validation Accuracy: 0.7283, Loss: 0.3892
Epoch   6 Batch  991/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7312, Loss: 0.3723
Epoch   6 Batch  992/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7266, Loss: 0.3816
Epoch   6 Batch  993/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7205, Loss: 0.3558
Epoch   6 Batch  994/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7251, Loss: 0.3715
Epoch   6 Batch  995/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7209, Loss: 0.3552
Epoch   6 Batch  996/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7266, Loss: 0.3813
Epoch   6 Batch  997/1077 - Train Accuracy: 0.7290, Validation Accuracy: 0.7191, Loss: 0.3869
Epoch   6 Batch  998/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7202, Loss: 0.3632
Epoch   6 Batch  999/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7269, Loss: 0.3705
Epoch   6 Batch 1000/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7223, Loss: 0.3395
Epoch   6 Batch 1001/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7184, Loss: 0.3464
Epoch   6 Batch 1002/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7244, Loss: 0.3618
Epoch   6 Batch 1003/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7212, Loss: 0.3610
Epoch   6 Batch 1004/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7212, Loss: 0.3662
Epoch   6 Batch 1005/1077 - Train Accuracy: 0.6773, Validation Accuracy: 0.7248, Loss: 0.3785
Epoch   6 Batch 1006/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7234, Loss: 0.3580
Epoch   6 Batch 1007/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7205, Loss: 0.3485
Epoch   6 Batch 1008/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7255, Loss: 0.3719
Epoch   6 Batch 1009/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7124, Loss: 0.3505
Epoch   6 Batch 1010/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7205, Loss: 0.3783
Epoch   6 Batch 1011/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7259, Loss: 0.3798
Epoch   6 Batch 1012/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7404, Loss: 0.3544
Epoch   6 Batch 1013/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7358, Loss: 0.3561
Epoch   6 Batch 1014/1077 - Train Accuracy: 0.6988, Validation Accuracy: 0.7322, Loss: 0.3847
Epoch   6 Batch 1015/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7319, Loss: 0.3843
Epoch   6 Batch 1016/1077 - Train Accuracy: 0.6693, Validation Accuracy: 0.7255, Loss: 0.3974
Epoch   6 Batch 1017/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7276, Loss: 0.3762
Epoch   6 Batch 1018/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7188, Loss: 0.3726
Epoch   6 Batch 1019/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7195, Loss: 0.4028
Epoch   6 Batch 1020/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7198, Loss: 0.3591
Epoch   6 Batch 1021/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7106, Loss: 0.3847
Epoch   6 Batch 1022/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7124, Loss: 0.3505
Epoch   6 Batch 1023/1077 - Train Accuracy: 0.7308, Validation Accuracy: 0.7180, Loss: 0.3544
Epoch   6 Batch 1024/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7216, Loss: 0.3816
Epoch   6 Batch 1025/1077 - Train Accuracy: 0.7083, Validation Accuracy: 0.7298, Loss: 0.3690
Epoch   6 Batch 1026/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7280, Loss: 0.3529
Epoch   6 Batch 1027/1077 - Train Accuracy: 0.6934, Validation Accuracy: 0.7241, Loss: 0.3881
Epoch   6 Batch 1028/1077 - Train Accuracy: 0.6983, Validation Accuracy: 0.7262, Loss: 0.3913
Epoch   6 Batch 1029/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7202, Loss: 0.3633
Epoch   6 Batch 1030/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7241, Loss: 0.3732
Epoch   6 Batch 1031/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7124, Loss: 0.4014
Epoch   6 Batch 1032/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7131, Loss: 0.3695
Epoch   6 Batch 1033/1077 - Train Accuracy: 0.7016, Validation Accuracy: 0.7173, Loss: 0.3660
Epoch   6 Batch 1034/1077 - Train Accuracy: 0.6707, Validation Accuracy: 0.7237, Loss: 0.3927
Epoch   6 Batch 1035/1077 - Train Accuracy: 0.7671, Validation Accuracy: 0.7251, Loss: 0.3367
Epoch   6 Batch 1036/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7212, Loss: 0.3951
Epoch   6 Batch 1037/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7219, Loss: 0.3868
Epoch   6 Batch 1038/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7248, Loss: 0.3840
Epoch   6 Batch 1039/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7273, Loss: 0.3526
Epoch   6 Batch 1040/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7340, Loss: 0.3867
Epoch   6 Batch 1041/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7177, Loss: 0.3865
Epoch   6 Batch 1042/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7283, Loss: 0.3832
Epoch   6 Batch 1043/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7362, Loss: 0.3967
Epoch   6 Batch 1044/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7148, Loss: 0.3765
Epoch   6 Batch 1045/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7212, Loss: 0.3937
Epoch   6 Batch 1046/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7216, Loss: 0.3516
Epoch   6 Batch 1047/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7269, Loss: 0.3726
Epoch   6 Batch 1048/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7202, Loss: 0.3882
Epoch   6 Batch 1049/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7173, Loss: 0.3926
Epoch   6 Batch 1050/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7138, Loss: 0.3849
Epoch   6 Batch 1051/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7337, Loss: 0.3547
Epoch   6 Batch 1052/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7326, Loss: 0.3554
Epoch   6 Batch 1053/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7290, Loss: 0.3544
Epoch   6 Batch 1054/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7205, Loss: 0.3689
Epoch   6 Batch 1055/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7237, Loss: 0.4285
Epoch   6 Batch 1056/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7184, Loss: 0.3702
Epoch   6 Batch 1057/1077 - Train Accuracy: 0.7163, Validation Accuracy: 0.7273, Loss: 0.3906
Epoch   6 Batch 1058/1077 - Train Accuracy: 0.6924, Validation Accuracy: 0.7180, Loss: 0.4188
Epoch   6 Batch 1059/1077 - Train Accuracy: 0.6863, Validation Accuracy: 0.7188, Loss: 0.4184
Epoch   6 Batch 1060/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7234, Loss: 0.3590
Epoch   6 Batch 1061/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7301, Loss: 0.3932
Epoch   6 Batch 1062/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7209, Loss: 0.3973
Epoch   6 Batch 1063/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7266, Loss: 0.3807
Epoch   6 Batch 1064/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7280, Loss: 0.3664
Epoch   6 Batch 1065/1077 - Train Accuracy: 0.7117, Validation Accuracy: 0.7223, Loss: 0.3844
Epoch   6 Batch 1066/1077 - Train Accuracy: 0.7219, Validation Accuracy: 0.7166, Loss: 0.3637
Epoch   6 Batch 1067/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7038, Loss: 0.3835
Epoch   6 Batch 1068/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7134, Loss: 0.3696
Epoch   6 Batch 1069/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7230, Loss: 0.3479
Epoch   6 Batch 1070/1077 - Train Accuracy: 0.6738, Validation Accuracy: 0.7237, Loss: 0.3802
Epoch   6 Batch 1071/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7127, Loss: 0.3759
Epoch   6 Batch 1072/1077 - Train Accuracy: 0.7132, Validation Accuracy: 0.7308, Loss: 0.3698
Epoch   6 Batch 1073/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7209, Loss: 0.3820
Epoch   6 Batch 1074/1077 - Train Accuracy: 0.7154, Validation Accuracy: 0.7134, Loss: 0.3809
Epoch   6 Batch 1075/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7095, Loss: 0.4018
Epoch   7 Batch    1/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7280, Loss: 0.3696
Epoch   7 Batch    2/1077 - Train Accuracy: 0.6965, Validation Accuracy: 0.7234, Loss: 0.3954
Epoch   7 Batch    3/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7216, Loss: 0.3626
Epoch   7 Batch    4/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7219, Loss: 0.3821
Epoch   7 Batch    5/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7294, Loss: 0.3824
Epoch   7 Batch    6/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7283, Loss: 0.3775
Epoch   7 Batch    7/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7340, Loss: 0.3715
Epoch   7 Batch    8/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7344, Loss: 0.3607
Epoch   7 Batch    9/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7308, Loss: 0.3740
Epoch   7 Batch   10/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7294, Loss: 0.3723
Epoch   7 Batch   11/1077 - Train Accuracy: 0.7068, Validation Accuracy: 0.7333, Loss: 0.3798
Epoch   7 Batch   12/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7262, Loss: 0.3971
Epoch   7 Batch   13/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7301, Loss: 0.3611
Epoch   7 Batch   14/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7305, Loss: 0.3480
Epoch   7 Batch   15/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7333, Loss: 0.3585
Epoch   7 Batch   16/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7191, Loss: 0.3681
Epoch   7 Batch   17/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7340, Loss: 0.3691
Epoch   7 Batch   18/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7347, Loss: 0.3811
Epoch   7 Batch   19/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7358, Loss: 0.3660
Epoch   7 Batch   20/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7255, Loss: 0.3638
Epoch   7 Batch   21/1077 - Train Accuracy: 0.6637, Validation Accuracy: 0.7205, Loss: 0.4036
Epoch   7 Batch   22/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7195, Loss: 0.3781
Epoch   7 Batch   23/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7085, Loss: 0.3697
Epoch   7 Batch   24/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7134, Loss: 0.3719
Epoch   7 Batch   25/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7241, Loss: 0.3580
Epoch   7 Batch   26/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.7198, Loss: 0.3928
Epoch   7 Batch   27/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7248, Loss: 0.3446
Epoch   7 Batch   28/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7369, Loss: 0.3575
Epoch   7 Batch   29/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7294, Loss: 0.3770
Epoch   7 Batch   30/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7202, Loss: 0.3727
Epoch   7 Batch   31/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7141, Loss: 0.3630
Epoch   7 Batch   32/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7333, Loss: 0.3440
Epoch   7 Batch   33/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7393, Loss: 0.3506
Epoch   7 Batch   34/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7248, Loss: 0.3797
Epoch   7 Batch   35/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7322, Loss: 0.3662
Epoch   7 Batch   36/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7408, Loss: 0.3715
Epoch   7 Batch   37/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7347, Loss: 0.3784
Epoch   7 Batch   38/1077 - Train Accuracy: 0.6896, Validation Accuracy: 0.7337, Loss: 0.4087
Epoch   7 Batch   39/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7308, Loss: 0.3897
Epoch   7 Batch   40/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7230, Loss: 0.3838
Epoch   7 Batch   41/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7251, Loss: 0.3747
Epoch   7 Batch   42/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7298, Loss: 0.3867
Epoch   7 Batch   43/1077 - Train Accuracy: 0.7393, Validation Accuracy: 0.7337, Loss: 0.3798
Epoch   7 Batch   44/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7425, Loss: 0.3740
Epoch   7 Batch   45/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7290, Loss: 0.3700
Epoch   7 Batch   46/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7408, Loss: 0.3866
Epoch   7 Batch   47/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7308, Loss: 0.3703
Epoch   7 Batch   48/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7237, Loss: 0.3830
Epoch   7 Batch   49/1077 - Train Accuracy: 0.7147, Validation Accuracy: 0.7376, Loss: 0.3749
Epoch   7 Batch   50/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7415, Loss: 0.3706
Epoch   7 Batch   51/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7429, Loss: 0.3530
Epoch   7 Batch   52/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7330, Loss: 0.3826
Epoch   7 Batch   53/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7312, Loss: 0.3776
Epoch   7 Batch   54/1077 - Train Accuracy: 0.7059, Validation Accuracy: 0.7230, Loss: 0.3930
Epoch   7 Batch   55/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7244, Loss: 0.3611
Epoch   7 Batch   56/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7362, Loss: 0.3555
Epoch   7 Batch   57/1077 - Train Accuracy: 0.7159, Validation Accuracy: 0.7379, Loss: 0.3523
Epoch   7 Batch   58/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7287, Loss: 0.3595
Epoch   7 Batch   59/1077 - Train Accuracy: 0.7377, Validation Accuracy: 0.7315, Loss: 0.3778
Epoch   7 Batch   60/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7209, Loss: 0.3584
Epoch   7 Batch   61/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7294, Loss: 0.3942
Epoch   7 Batch   62/1077 - Train Accuracy: 0.6957, Validation Accuracy: 0.7298, Loss: 0.3995
Epoch   7 Batch   63/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7440, Loss: 0.3466
Epoch   7 Batch   64/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7376, Loss: 0.3682
Epoch   7 Batch   65/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7219, Loss: 0.3777
Epoch   7 Batch   66/1077 - Train Accuracy: 0.7124, Validation Accuracy: 0.7365, Loss: 0.3623
Epoch   7 Batch   67/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7219, Loss: 0.3570
Epoch   7 Batch   68/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7234, Loss: 0.3839
Epoch   7 Batch   69/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7283, Loss: 0.3820
Epoch   7 Batch   70/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7326, Loss: 0.3892
Epoch   7 Batch   71/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7383, Loss: 0.3498
Epoch   7 Batch   72/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7393, Loss: 0.3778
Epoch   7 Batch   73/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7273, Loss: 0.3834
Epoch   7 Batch   74/1077 - Train Accuracy: 0.7206, Validation Accuracy: 0.7173, Loss: 0.3331
Epoch   7 Batch   75/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7106, Loss: 0.3861
Epoch   7 Batch   76/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7276, Loss: 0.3527
Epoch   7 Batch   77/1077 - Train Accuracy: 0.7012, Validation Accuracy: 0.7322, Loss: 0.3770
Epoch   7 Batch   78/1077 - Train Accuracy: 0.7126, Validation Accuracy: 0.7188, Loss: 0.3729
Epoch   7 Batch   79/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7244, Loss: 0.3656
Epoch   7 Batch   80/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7298, Loss: 0.3736
Epoch   7 Batch   81/1077 - Train Accuracy: 0.7320, Validation Accuracy: 0.7188, Loss: 0.3509
Epoch   7 Batch   82/1077 - Train Accuracy: 0.7567, Validation Accuracy: 0.7205, Loss: 0.3298
Epoch   7 Batch   83/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7205, Loss: 0.3841
Epoch   7 Batch   84/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7322, Loss: 0.3681
Epoch   7 Batch   85/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7344, Loss: 0.3578
Epoch   7 Batch   86/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7294, Loss: 0.3671
Epoch   7 Batch   87/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7290, Loss: 0.3852
Epoch   7 Batch   88/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7294, Loss: 0.3696
Epoch   7 Batch   89/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7290, Loss: 0.3849
Epoch   7 Batch   90/1077 - Train Accuracy: 0.7008, Validation Accuracy: 0.7212, Loss: 0.3881
Epoch   7 Batch   91/1077 - Train Accuracy: 0.7303, Validation Accuracy: 0.7173, Loss: 0.3253
Epoch   7 Batch   92/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7166, Loss: 0.3588
Epoch   7 Batch   93/1077 - Train Accuracy: 0.7254, Validation Accuracy: 0.7230, Loss: 0.3815
Epoch   7 Batch   94/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7333, Loss: 0.3310
Epoch   7 Batch   95/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7401, Loss: 0.3693
Epoch   7 Batch   96/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7415, Loss: 0.3473
Epoch   7 Batch   97/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7319, Loss: 0.3420
Epoch   7 Batch   98/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7294, Loss: 0.3425
Epoch   7 Batch   99/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7301, Loss: 0.3774
Epoch   7 Batch  100/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7234, Loss: 0.3597
Epoch   7 Batch  101/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7234, Loss: 0.3771
Epoch   7 Batch  102/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7365, Loss: 0.3400
Epoch   7 Batch  103/1077 - Train Accuracy: 0.7249, Validation Accuracy: 0.7234, Loss: 0.4028
Epoch   7 Batch  104/1077 - Train Accuracy: 0.7150, Validation Accuracy: 0.7312, Loss: 0.3928
Epoch   7 Batch  105/1077 - Train Accuracy: 0.7168, Validation Accuracy: 0.7262, Loss: 0.3702
Epoch   7 Batch  106/1077 - Train Accuracy: 0.7673, Validation Accuracy: 0.7195, Loss: 0.3707
Epoch   7 Batch  107/1077 - Train Accuracy: 0.7232, Validation Accuracy: 0.7205, Loss: 0.3563
Epoch   7 Batch  108/1077 - Train Accuracy: 0.7614, Validation Accuracy: 0.7319, Loss: 0.3341
Epoch   7 Batch  109/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7305, Loss: 0.3617
Epoch   7 Batch  110/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7379, Loss: 0.3452
Epoch   7 Batch  111/1077 - Train Accuracy: 0.7141, Validation Accuracy: 0.7326, Loss: 0.3652
Epoch   7 Batch  112/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7404, Loss: 0.3516
Epoch   7 Batch  113/1077 - Train Accuracy: 0.6867, Validation Accuracy: 0.7340, Loss: 0.3833
Epoch   7 Batch  114/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7308, Loss: 0.3393
Epoch   7 Batch  115/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7255, Loss: 0.3758
Epoch   7 Batch  116/1077 - Train Accuracy: 0.6711, Validation Accuracy: 0.7372, Loss: 0.3985
Epoch   7 Batch  117/1077 - Train Accuracy: 0.6648, Validation Accuracy: 0.7333, Loss: 0.3868
Epoch   7 Batch  118/1077 - Train Accuracy: 0.7089, Validation Accuracy: 0.7333, Loss: 0.4054
Epoch   7 Batch  119/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7248, Loss: 0.3758
Epoch   7 Batch  120/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7347, Loss: 0.3781
Epoch   7 Batch  121/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7273, Loss: 0.3804
Epoch   7 Batch  122/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7251, Loss: 0.3564
Epoch   7 Batch  123/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7280, Loss: 0.3393
Epoch   7 Batch  124/1077 - Train Accuracy: 0.6914, Validation Accuracy: 0.7308, Loss: 0.3761
Epoch   7 Batch  125/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7230, Loss: 0.3608
Epoch   7 Batch  126/1077 - Train Accuracy: 0.7143, Validation Accuracy: 0.7195, Loss: 0.3507
Epoch   7 Batch  127/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7287, Loss: 0.3462
Epoch   7 Batch  128/1077 - Train Accuracy: 0.7783, Validation Accuracy: 0.7283, Loss: 0.3416
Epoch   7 Batch  129/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7280, Loss: 0.3491
Epoch   7 Batch  130/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7347, Loss: 0.3397
Epoch   7 Batch  131/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7347, Loss: 0.3604
Epoch   7 Batch  132/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7479, Loss: 0.3787
Epoch   7 Batch  133/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7308, Loss: 0.3769
Epoch   7 Batch  134/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7294, Loss: 0.3326
Epoch   7 Batch  135/1077 - Train Accuracy: 0.7459, Validation Accuracy: 0.7337, Loss: 0.3613
Epoch   7 Batch  136/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7319, Loss: 0.3555
Epoch   7 Batch  137/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7312, Loss: 0.3407
Epoch   7 Batch  138/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7290, Loss: 0.3686
Epoch   7 Batch  139/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7266, Loss: 0.3658
Epoch   7 Batch  140/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7148, Loss: 0.3782
Epoch   7 Batch  141/1077 - Train Accuracy: 0.6742, Validation Accuracy: 0.7237, Loss: 0.3706
Epoch   7 Batch  142/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7333, Loss: 0.3433
Epoch   7 Batch  143/1077 - Train Accuracy: 0.7152, Validation Accuracy: 0.7354, Loss: 0.3637
Epoch   7 Batch  144/1077 - Train Accuracy: 0.6986, Validation Accuracy: 0.7319, Loss: 0.3982
Epoch   7 Batch  145/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7326, Loss: 0.3714
Epoch   7 Batch  146/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7369, Loss: 0.3774
Epoch   7 Batch  147/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7436, Loss: 0.3842
Epoch   7 Batch  148/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7415, Loss: 0.3524
Epoch   7 Batch  149/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7298, Loss: 0.3546
Epoch   7 Batch  150/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7305, Loss: 0.3513
Epoch   7 Batch  151/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7319, Loss: 0.3444
Epoch   7 Batch  152/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7383, Loss: 0.3668
Epoch   7 Batch  153/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7386, Loss: 0.3696
Epoch   7 Batch  154/1077 - Train Accuracy: 0.7558, Validation Accuracy: 0.7322, Loss: 0.3808
Epoch   7 Batch  155/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7227, Loss: 0.3662
Epoch   7 Batch  156/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7131, Loss: 0.3546
Epoch   7 Batch  157/1077 - Train Accuracy: 0.7047, Validation Accuracy: 0.7138, Loss: 0.3647
Epoch   7 Batch  158/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7362, Loss: 0.3580
Epoch   7 Batch  159/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7266, Loss: 0.3430
Epoch   7 Batch  160/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7365, Loss: 0.3607
Epoch   7 Batch  161/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7337, Loss: 0.3591
Epoch   7 Batch  162/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7259, Loss: 0.4010
Epoch   7 Batch  163/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7287, Loss: 0.3919
Epoch   7 Batch  164/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7184, Loss: 0.3605
Epoch   7 Batch  165/1077 - Train Accuracy: 0.6781, Validation Accuracy: 0.7219, Loss: 0.3725
Epoch   7 Batch  166/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7326, Loss: 0.3511
Epoch   7 Batch  167/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7486, Loss: 0.3687
Epoch   7 Batch  168/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7418, Loss: 0.3838
Epoch   7 Batch  169/1077 - Train Accuracy: 0.7288, Validation Accuracy: 0.7354, Loss: 0.3441
Epoch   7 Batch  170/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7195, Loss: 0.3822
Epoch   7 Batch  171/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7209, Loss: 0.3416
Epoch   7 Batch  172/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7188, Loss: 0.3357
Epoch   7 Batch  173/1077 - Train Accuracy: 0.7331, Validation Accuracy: 0.7223, Loss: 0.3900
Epoch   7 Batch  174/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7390, Loss: 0.3674
Epoch   7 Batch  175/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7393, Loss: 0.3477
Epoch   7 Batch  176/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7362, Loss: 0.3790
Epoch   7 Batch  177/1077 - Train Accuracy: 0.7471, Validation Accuracy: 0.7227, Loss: 0.3688
Epoch   7 Batch  178/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7116, Loss: 0.3514
Epoch   7 Batch  179/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7234, Loss: 0.3665
Epoch   7 Batch  180/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7305, Loss: 0.3536
Epoch   7 Batch  181/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7344, Loss: 0.3603
Epoch   7 Batch  182/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7287, Loss: 0.3673
Epoch   7 Batch  183/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7188, Loss: 0.3728
Epoch   7 Batch  184/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7227, Loss: 0.3605
Epoch   7 Batch  185/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7262, Loss: 0.3671
Epoch   7 Batch  186/1077 - Train Accuracy: 0.7208, Validation Accuracy: 0.7145, Loss: 0.3641
Epoch   7 Batch  187/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7195, Loss: 0.3640
Epoch   7 Batch  188/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7276, Loss: 0.3685
Epoch   7 Batch  189/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7234, Loss: 0.3617
Epoch   7 Batch  190/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7305, Loss: 0.3592
Epoch   7 Batch  191/1077 - Train Accuracy: 0.7518, Validation Accuracy: 0.7379, Loss: 0.3333
Epoch   7 Batch  192/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7290, Loss: 0.3803
Epoch   7 Batch  193/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7337, Loss: 0.3449
Epoch   7 Batch  194/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7351, Loss: 0.3475
Epoch   7 Batch  195/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7337, Loss: 0.3648
Epoch   7 Batch  196/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7315, Loss: 0.3521
Epoch   7 Batch  197/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7287, Loss: 0.3573
Epoch   7 Batch  198/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7273, Loss: 0.3542
Epoch   7 Batch  199/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7333, Loss: 0.3344
Epoch   7 Batch  200/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7390, Loss: 0.3641
Epoch   7 Batch  201/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7244, Loss: 0.3363
Epoch   7 Batch  202/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7330, Loss: 0.3571
Epoch   7 Batch  203/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7351, Loss: 0.3527
Epoch   7 Batch  204/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7262, Loss: 0.3822
Epoch   7 Batch  205/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7337, Loss: 0.3564
Epoch   7 Batch  206/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7333, Loss: 0.3585
Epoch   7 Batch  207/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7283, Loss: 0.3595
Epoch   7 Batch  208/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7276, Loss: 0.3417
Epoch   7 Batch  209/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7259, Loss: 0.3457
Epoch   7 Batch  210/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7212, Loss: 0.3374
Epoch   7 Batch  211/1077 - Train Accuracy: 0.7020, Validation Accuracy: 0.7099, Loss: 0.3622
Epoch   7 Batch  212/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7191, Loss: 0.3310
Epoch   7 Batch  213/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7301, Loss: 0.3399
Epoch   7 Batch  214/1077 - Train Accuracy: 0.7031, Validation Accuracy: 0.7326, Loss: 0.3604
Epoch   7 Batch  215/1077 - Train Accuracy: 0.6973, Validation Accuracy: 0.7333, Loss: 0.3767
Epoch   7 Batch  216/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7262, Loss: 0.3756
Epoch   7 Batch  217/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7280, Loss: 0.3473
Epoch   7 Batch  218/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7308, Loss: 0.3857
Epoch   7 Batch  219/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7283, Loss: 0.3507
Epoch   7 Batch  220/1077 - Train Accuracy: 0.7327, Validation Accuracy: 0.7411, Loss: 0.3690
Epoch   7 Batch  221/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7319, Loss: 0.3539
Epoch   7 Batch  222/1077 - Train Accuracy: 0.6844, Validation Accuracy: 0.7308, Loss: 0.3634
Epoch   7 Batch  223/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7308, Loss: 0.3431
Epoch   7 Batch  224/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7315, Loss: 0.3579
Epoch   7 Batch  225/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7276, Loss: 0.3577
Epoch   7 Batch  226/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7283, Loss: 0.3486
Epoch   7 Batch  227/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7308, Loss: 0.3884
Epoch   7 Batch  228/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7422, Loss: 0.3402
Epoch   7 Batch  229/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7418, Loss: 0.3518
Epoch   7 Batch  230/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7369, Loss: 0.3385
Epoch   7 Batch  231/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7376, Loss: 0.3745
Epoch   7 Batch  232/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7340, Loss: 0.3703
Epoch   7 Batch  233/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7305, Loss: 0.3652
Epoch   7 Batch  234/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7230, Loss: 0.3575
Epoch   7 Batch  235/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7223, Loss: 0.3322
Epoch   7 Batch  236/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7269, Loss: 0.3667
Epoch   7 Batch  237/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7365, Loss: 0.3306
Epoch   7 Batch  238/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7422, Loss: 0.3537
Epoch   7 Batch  239/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7390, Loss: 0.3262
Epoch   7 Batch  240/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7397, Loss: 0.3355
Epoch   7 Batch  241/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7440, Loss: 0.3298
Epoch   7 Batch  242/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7464, Loss: 0.3493
Epoch   7 Batch  243/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7322, Loss: 0.3811
Epoch   7 Batch  244/1077 - Train Accuracy: 0.7365, Validation Accuracy: 0.7184, Loss: 0.3357
Epoch   7 Batch  245/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7223, Loss: 0.3404
Epoch   7 Batch  246/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7301, Loss: 0.3509
Epoch   7 Batch  247/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7393, Loss: 0.3400
Epoch   7 Batch  248/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7351, Loss: 0.3441
Epoch   7 Batch  249/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7351, Loss: 0.3401
Epoch   7 Batch  250/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7369, Loss: 0.3384
Epoch   7 Batch  251/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7326, Loss: 0.3547
Epoch   7 Batch  252/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7351, Loss: 0.3387
Epoch   7 Batch  253/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7351, Loss: 0.3366
Epoch   7 Batch  254/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7440, Loss: 0.3577
Epoch   7 Batch  255/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7415, Loss: 0.3461
Epoch   7 Batch  256/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7468, Loss: 0.3893
Epoch   7 Batch  257/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7433, Loss: 0.3440
Epoch   7 Batch  258/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7408, Loss: 0.3319
Epoch   7 Batch  259/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7411, Loss: 0.3480
Epoch   7 Batch  260/1077 - Train Accuracy: 0.7478, Validation Accuracy: 0.7440, Loss: 0.3368
Epoch   7 Batch  261/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7397, Loss: 0.3485
Epoch   7 Batch  262/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7401, Loss: 0.3433
Epoch   7 Batch  263/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7376, Loss: 0.3448
Epoch   7 Batch  264/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7383, Loss: 0.3749
Epoch   7 Batch  265/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7408, Loss: 0.3577
Epoch   7 Batch  266/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7411, Loss: 0.3601
Epoch   7 Batch  267/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7436, Loss: 0.3373
Epoch   7 Batch  268/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7472, Loss: 0.3681
Epoch   7 Batch  269/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7468, Loss: 0.3704
Epoch   7 Batch  270/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7351, Loss: 0.3754
Epoch   7 Batch  271/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7287, Loss: 0.3308
Epoch   7 Batch  272/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7425, Loss: 0.3897
Epoch   7 Batch  273/1077 - Train Accuracy: 0.7165, Validation Accuracy: 0.7333, Loss: 0.3479
Epoch   7 Batch  274/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7386, Loss: 0.3493
Epoch   7 Batch  275/1077 - Train Accuracy: 0.7314, Validation Accuracy: 0.7464, Loss: 0.3308
Epoch   7 Batch  276/1077 - Train Accuracy: 0.6910, Validation Accuracy: 0.7425, Loss: 0.3747
Epoch   7 Batch  277/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7401, Loss: 0.3284
Epoch   7 Batch  278/1077 - Train Accuracy: 0.6941, Validation Accuracy: 0.7386, Loss: 0.3828
Epoch   7 Batch  279/1077 - Train Accuracy: 0.7004, Validation Accuracy: 0.7365, Loss: 0.4033
Epoch   7 Batch  280/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7344, Loss: 0.3569
Epoch   7 Batch  281/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7333, Loss: 0.3591
Epoch   7 Batch  282/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7337, Loss: 0.3788
Epoch   7 Batch  283/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7308, Loss: 0.3481
Epoch   7 Batch  284/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7379, Loss: 0.3739
Epoch   7 Batch  285/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7379, Loss: 0.3347
Epoch   7 Batch  286/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7397, Loss: 0.3333
Epoch   7 Batch  287/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7354, Loss: 0.3507
Epoch   7 Batch  288/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7362, Loss: 0.3823
Epoch   7 Batch  289/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7315, Loss: 0.3629
Epoch   7 Batch  290/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7347, Loss: 0.3728
Epoch   7 Batch  291/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7244, Loss: 0.3535
Epoch   7 Batch  292/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7219, Loss: 0.3464
Epoch   7 Batch  293/1077 - Train Accuracy: 0.7098, Validation Accuracy: 0.7351, Loss: 0.3859
Epoch   7 Batch  294/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7411, Loss: 0.3325
Epoch   7 Batch  295/1077 - Train Accuracy: 0.7319, Validation Accuracy: 0.7457, Loss: 0.3570
Epoch   7 Batch  296/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7408, Loss: 0.3383
Epoch   7 Batch  297/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7397, Loss: 0.3747
Epoch   7 Batch  298/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7330, Loss: 0.3748
Epoch   7 Batch  299/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7308, Loss: 0.3382
Epoch   7 Batch  300/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7212, Loss: 0.3481
Epoch   7 Batch  301/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7287, Loss: 0.3562
Epoch   7 Batch  302/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7322, Loss: 0.3453
Epoch   7 Batch  303/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7415, Loss: 0.3671
Epoch   7 Batch  304/1077 - Train Accuracy: 0.7467, Validation Accuracy: 0.7433, Loss: 0.3288
Epoch   7 Batch  305/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7369, Loss: 0.3441
Epoch   7 Batch  306/1077 - Train Accuracy: 0.7626, Validation Accuracy: 0.7337, Loss: 0.3514
Epoch   7 Batch  307/1077 - Train Accuracy: 0.6894, Validation Accuracy: 0.7344, Loss: 0.3546
Epoch   7 Batch  308/1077 - Train Accuracy: 0.6984, Validation Accuracy: 0.7383, Loss: 0.3758
Epoch   7 Batch  309/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7322, Loss: 0.3276
Epoch   7 Batch  310/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7333, Loss: 0.3639
Epoch   7 Batch  311/1077 - Train Accuracy: 0.7526, Validation Accuracy: 0.7376, Loss: 0.3385
Epoch   7 Batch  312/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7358, Loss: 0.3781
Epoch   7 Batch  313/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7294, Loss: 0.3358
Epoch   7 Batch  314/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7305, Loss: 0.3568
Epoch   7 Batch  315/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7340, Loss: 0.3273
Epoch   7 Batch  316/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7369, Loss: 0.3320
Epoch   7 Batch  317/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7362, Loss: 0.3839
Epoch   7 Batch  318/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7337, Loss: 0.3687
Epoch   7 Batch  319/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7383, Loss: 0.3728
Epoch   7 Batch  320/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7486, Loss: 0.3642
Epoch   7 Batch  321/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7447, Loss: 0.3517
Epoch   7 Batch  322/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7372, Loss: 0.3400
Epoch   7 Batch  323/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7344, Loss: 0.3427
Epoch   7 Batch  324/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7290, Loss: 0.3545
Epoch   7 Batch  325/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7326, Loss: 0.3279
Epoch   7 Batch  326/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7283, Loss: 0.3343
Epoch   7 Batch  327/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7266, Loss: 0.3724
Epoch   7 Batch  328/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7209, Loss: 0.3505
Epoch   7 Batch  329/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7244, Loss: 0.3626
Epoch   7 Batch  330/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7415, Loss: 0.3475
Epoch   7 Batch  331/1077 - Train Accuracy: 0.7525, Validation Accuracy: 0.7411, Loss: 0.3525
Epoch   7 Batch  332/1077 - Train Accuracy: 0.7493, Validation Accuracy: 0.7429, Loss: 0.3156
Epoch   7 Batch  333/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7433, Loss: 0.3557
Epoch   7 Batch  334/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7337, Loss: 0.3464
Epoch   7 Batch  335/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7401, Loss: 0.3318
Epoch   7 Batch  336/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7340, Loss: 0.3693
Epoch   7 Batch  337/1077 - Train Accuracy: 0.7164, Validation Accuracy: 0.7251, Loss: 0.3782
Epoch   7 Batch  338/1077 - Train Accuracy: 0.7270, Validation Accuracy: 0.7202, Loss: 0.3785
Epoch   7 Batch  339/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7251, Loss: 0.3453
Epoch   7 Batch  340/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7276, Loss: 0.3519
Epoch   7 Batch  341/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7333, Loss: 0.3879
Epoch   7 Batch  342/1077 - Train Accuracy: 0.7243, Validation Accuracy: 0.7308, Loss: 0.3502
Epoch   7 Batch  343/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7305, Loss: 0.3699
Epoch   7 Batch  344/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7322, Loss: 0.3461
Epoch   7 Batch  345/1077 - Train Accuracy: 0.7515, Validation Accuracy: 0.7330, Loss: 0.3475
Epoch   7 Batch  346/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7326, Loss: 0.3588
Epoch   7 Batch  347/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7393, Loss: 0.3247
Epoch   7 Batch  348/1077 - Train Accuracy: 0.7519, Validation Accuracy: 0.7379, Loss: 0.3396
Epoch   7 Batch  349/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7248, Loss: 0.3426
Epoch   7 Batch  350/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7180, Loss: 0.3548
Epoch   7 Batch  351/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7340, Loss: 0.3742
Epoch   7 Batch  352/1077 - Train Accuracy: 0.7176, Validation Accuracy: 0.7479, Loss: 0.3602
Epoch   7 Batch  353/1077 - Train Accuracy: 0.7373, Validation Accuracy: 0.7408, Loss: 0.3767
Epoch   7 Batch  354/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7354, Loss: 0.3789
Epoch   7 Batch  355/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7358, Loss: 0.3493
Epoch   7 Batch  356/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7351, Loss: 0.3458
Epoch   7 Batch  357/1077 - Train Accuracy: 0.7214, Validation Accuracy: 0.7411, Loss: 0.3323
Epoch   7 Batch  358/1077 - Train Accuracy: 0.6871, Validation Accuracy: 0.7404, Loss: 0.3756
Epoch   7 Batch  359/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7379, Loss: 0.3530
Epoch   7 Batch  360/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7372, Loss: 0.3455
Epoch   7 Batch  361/1077 - Train Accuracy: 0.7599, Validation Accuracy: 0.7362, Loss: 0.3624
Epoch   7 Batch  362/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7365, Loss: 0.3373
Epoch   7 Batch  363/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7354, Loss: 0.3701
Epoch   7 Batch  364/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7294, Loss: 0.3634
Epoch   7 Batch  365/1077 - Train Accuracy: 0.7207, Validation Accuracy: 0.7159, Loss: 0.3449
Epoch   7 Batch  366/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7322, Loss: 0.3603
Epoch   7 Batch  367/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7276, Loss: 0.3012
Epoch   7 Batch  368/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7351, Loss: 0.3542
Epoch   7 Batch  369/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7433, Loss: 0.3401
Epoch   7 Batch  370/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7411, Loss: 0.3488
Epoch   7 Batch  371/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7326, Loss: 0.3444
Epoch   7 Batch  372/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7294, Loss: 0.3319
Epoch   7 Batch  373/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7184, Loss: 0.3356
Epoch   7 Batch  374/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7198, Loss: 0.3743
Epoch   7 Batch  375/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7241, Loss: 0.3262
Epoch   7 Batch  376/1077 - Train Accuracy: 0.7326, Validation Accuracy: 0.7276, Loss: 0.3383
Epoch   7 Batch  377/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7315, Loss: 0.3540
Epoch   7 Batch  378/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7383, Loss: 0.3338
Epoch   7 Batch  379/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7354, Loss: 0.3541
Epoch   7 Batch  380/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7379, Loss: 0.3347
Epoch   7 Batch  381/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7294, Loss: 0.3612
Epoch   7 Batch  382/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7347, Loss: 0.3658
Epoch   7 Batch  383/1077 - Train Accuracy: 0.6920, Validation Accuracy: 0.7294, Loss: 0.3446
Epoch   7 Batch  384/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7344, Loss: 0.3431
Epoch   7 Batch  385/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7315, Loss: 0.3482
Epoch   7 Batch  386/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7262, Loss: 0.3393
Epoch   7 Batch  387/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7244, Loss: 0.3313
Epoch   7 Batch  388/1077 - Train Accuracy: 0.7158, Validation Accuracy: 0.7298, Loss: 0.3667
Epoch   7 Batch  389/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7408, Loss: 0.3480
Epoch   7 Batch  390/1077 - Train Accuracy: 0.7066, Validation Accuracy: 0.7440, Loss: 0.3822
Epoch   7 Batch  391/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7457, Loss: 0.3436
Epoch   7 Batch  392/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7514, Loss: 0.3288
Epoch   7 Batch  393/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7344, Loss: 0.3445
Epoch   7 Batch  394/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7351, Loss: 0.3762
Epoch   7 Batch  395/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7369, Loss: 0.3242
Epoch   7 Batch  396/1077 - Train Accuracy: 0.7297, Validation Accuracy: 0.7241, Loss: 0.3512
Epoch   7 Batch  397/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7354, Loss: 0.3544
Epoch   7 Batch  398/1077 - Train Accuracy: 0.7368, Validation Accuracy: 0.7351, Loss: 0.3536
Epoch   7 Batch  399/1077 - Train Accuracy: 0.7142, Validation Accuracy: 0.7379, Loss: 0.3576
Epoch   7 Batch  400/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7415, Loss: 0.3592
Epoch   7 Batch  401/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7379, Loss: 0.3439
Epoch   7 Batch  402/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7354, Loss: 0.3250
Epoch   7 Batch  403/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7319, Loss: 0.3493
Epoch   7 Batch  404/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7294, Loss: 0.3444
Epoch   7 Batch  405/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7298, Loss: 0.3802
Epoch   7 Batch  406/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7408, Loss: 0.3338
Epoch   7 Batch  407/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7507, Loss: 0.3566
Epoch   7 Batch  408/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7560, Loss: 0.3576
Epoch   7 Batch  409/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7532, Loss: 0.3622
Epoch   7 Batch  410/1077 - Train Accuracy: 0.7237, Validation Accuracy: 0.7443, Loss: 0.3586
Epoch   7 Batch  411/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7475, Loss: 0.3343
Epoch   7 Batch  412/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7482, Loss: 0.3284
Epoch   7 Batch  413/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7468, Loss: 0.3348
Epoch   7 Batch  414/1077 - Train Accuracy: 0.7055, Validation Accuracy: 0.7443, Loss: 0.3682
Epoch   7 Batch  415/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7443, Loss: 0.3443
Epoch   7 Batch  416/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7507, Loss: 0.3408
Epoch   7 Batch  417/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7528, Loss: 0.3505
Epoch   7 Batch  418/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7514, Loss: 0.3418
Epoch   7 Batch  419/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7557, Loss: 0.3495
Epoch   7 Batch  420/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7507, Loss: 0.3318
Epoch   7 Batch  421/1077 - Train Accuracy: 0.7043, Validation Accuracy: 0.7362, Loss: 0.3577
Epoch   7 Batch  422/1077 - Train Accuracy: 0.7284, Validation Accuracy: 0.7351, Loss: 0.3405
Epoch   7 Batch  423/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7351, Loss: 0.3488
Epoch   7 Batch  424/1077 - Train Accuracy: 0.7082, Validation Accuracy: 0.7393, Loss: 0.3569
Epoch   7 Batch  425/1077 - Train Accuracy: 0.7347, Validation Accuracy: 0.7362, Loss: 0.3362
Epoch   7 Batch  426/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7436, Loss: 0.3565
Epoch   7 Batch  427/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7369, Loss: 0.3375
Epoch   7 Batch  428/1077 - Train Accuracy: 0.7686, Validation Accuracy: 0.7294, Loss: 0.3169
Epoch   7 Batch  429/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7425, Loss: 0.3446
Epoch   7 Batch  430/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7340, Loss: 0.3432
Epoch   7 Batch  431/1077 - Train Accuracy: 0.7293, Validation Accuracy: 0.7269, Loss: 0.3544
Epoch   7 Batch  432/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7457, Loss: 0.3312
Epoch   7 Batch  433/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7433, Loss: 0.3582
Epoch   7 Batch  434/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7401, Loss: 0.3564
Epoch   7 Batch  435/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7397, Loss: 0.3664
Epoch   7 Batch  436/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7425, Loss: 0.3381
Epoch   7 Batch  437/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7418, Loss: 0.3595
Epoch   7 Batch  438/1077 - Train Accuracy: 0.7188, Validation Accuracy: 0.7340, Loss: 0.3473
Epoch   7 Batch  439/1077 - Train Accuracy: 0.7211, Validation Accuracy: 0.7351, Loss: 0.3658
Epoch   7 Batch  440/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7326, Loss: 0.3644
Epoch   7 Batch  441/1077 - Train Accuracy: 0.7086, Validation Accuracy: 0.7422, Loss: 0.3277
Epoch   7 Batch  442/1077 - Train Accuracy: 0.7366, Validation Accuracy: 0.7386, Loss: 0.3303
Epoch   7 Batch  443/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7372, Loss: 0.3296
Epoch   7 Batch  444/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7362, Loss: 0.3393
Epoch   7 Batch  445/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7344, Loss: 0.3585
Epoch   7 Batch  446/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7354, Loss: 0.3247
Epoch   7 Batch  447/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7354, Loss: 0.3530
Epoch   7 Batch  448/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7283, Loss: 0.3483
Epoch   7 Batch  449/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7276, Loss: 0.3674
Epoch   7 Batch  450/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7315, Loss: 0.3264
Epoch   7 Batch  451/1077 - Train Accuracy: 0.7682, Validation Accuracy: 0.7266, Loss: 0.3160
Epoch   7 Batch  452/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7330, Loss: 0.3437
Epoch   7 Batch  453/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7294, Loss: 0.3381
Epoch   7 Batch  454/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7188, Loss: 0.3672
Epoch   7 Batch  455/1077 - Train Accuracy: 0.7326, Validation Accuracy: 0.7177, Loss: 0.3319
Epoch   7 Batch  456/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7230, Loss: 0.3461
Epoch   7 Batch  457/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7330, Loss: 0.3297
Epoch   7 Batch  458/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7362, Loss: 0.3542
Epoch   7 Batch  459/1077 - Train Accuracy: 0.7548, Validation Accuracy: 0.7347, Loss: 0.3202
Epoch   7 Batch  460/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7280, Loss: 0.3620
Epoch   7 Batch  461/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7312, Loss: 0.3439
Epoch   7 Batch  462/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7369, Loss: 0.3424
Epoch   7 Batch  463/1077 - Train Accuracy: 0.7160, Validation Accuracy: 0.7372, Loss: 0.3574
Epoch   7 Batch  464/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7468, Loss: 0.3373
Epoch   7 Batch  465/1077 - Train Accuracy: 0.7134, Validation Accuracy: 0.7401, Loss: 0.4005
Epoch   7 Batch  466/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7436, Loss: 0.3420
Epoch   7 Batch  467/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7411, Loss: 0.3353
Epoch   7 Batch  468/1077 - Train Accuracy: 0.7571, Validation Accuracy: 0.7362, Loss: 0.3493
Epoch   7 Batch  469/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7362, Loss: 0.3669
Epoch   7 Batch  470/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7351, Loss: 0.3611
Epoch   7 Batch  471/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7358, Loss: 0.3328
Epoch   7 Batch  472/1077 - Train Accuracy: 0.7318, Validation Accuracy: 0.7372, Loss: 0.3147
Epoch   7 Batch  473/1077 - Train Accuracy: 0.7121, Validation Accuracy: 0.7518, Loss: 0.3522
Epoch   7 Batch  474/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7486, Loss: 0.3592
Epoch   7 Batch  475/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7401, Loss: 0.3401
Epoch   7 Batch  476/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7436, Loss: 0.3366
Epoch   7 Batch  477/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.7418, Loss: 0.3230
Epoch   7 Batch  478/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7390, Loss: 0.3640
Epoch   7 Batch  479/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7461, Loss: 0.3602
Epoch   7 Batch  480/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7390, Loss: 0.3402
Epoch   7 Batch  481/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7425, Loss: 0.3428
Epoch   7 Batch  482/1077 - Train Accuracy: 0.7299, Validation Accuracy: 0.7433, Loss: 0.3629
Epoch   7 Batch  483/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7450, Loss: 0.3667
Epoch   7 Batch  484/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7397, Loss: 0.3352
Epoch   7 Batch  485/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7425, Loss: 0.3565
Epoch   7 Batch  486/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7369, Loss: 0.3378
Epoch   7 Batch  487/1077 - Train Accuracy: 0.7179, Validation Accuracy: 0.7390, Loss: 0.3546
Epoch   7 Batch  488/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7365, Loss: 0.3430
Epoch   7 Batch  489/1077 - Train Accuracy: 0.7351, Validation Accuracy: 0.7393, Loss: 0.3355
Epoch   7 Batch  490/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7457, Loss: 0.3585
Epoch   7 Batch  491/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7386, Loss: 0.3380
Epoch   7 Batch  492/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7347, Loss: 0.3559
Epoch   7 Batch  493/1077 - Train Accuracy: 0.7567, Validation Accuracy: 0.7269, Loss: 0.3170
Epoch   7 Batch  494/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7280, Loss: 0.3342
Epoch   7 Batch  495/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7319, Loss: 0.3271
Epoch   7 Batch  496/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7330, Loss: 0.3496
Epoch   7 Batch  497/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7330, Loss: 0.3706
Epoch   7 Batch  498/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7429, Loss: 0.3326
Epoch   7 Batch  499/1077 - Train Accuracy: 0.7094, Validation Accuracy: 0.7429, Loss: 0.3384
Epoch   7 Batch  500/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7362, Loss: 0.3314
Epoch   7 Batch  501/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7347, Loss: 0.3403
Epoch   7 Batch  502/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7379, Loss: 0.3412
Epoch   7 Batch  503/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.7372, Loss: 0.3340
Epoch   7 Batch  504/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7312, Loss: 0.3570
Epoch   7 Batch  505/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7383, Loss: 0.3153
Epoch   7 Batch  506/1077 - Train Accuracy: 0.7391, Validation Accuracy: 0.7372, Loss: 0.3500
Epoch   7 Batch  507/1077 - Train Accuracy: 0.7035, Validation Accuracy: 0.7276, Loss: 0.3493
Epoch   7 Batch  508/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7340, Loss: 0.3383
Epoch   7 Batch  509/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7390, Loss: 0.3592
Epoch   7 Batch  510/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7358, Loss: 0.3287
Epoch   7 Batch  511/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7337, Loss: 0.3453
Epoch   7 Batch  512/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7351, Loss: 0.3318
Epoch   7 Batch  513/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7425, Loss: 0.3379
Epoch   7 Batch  514/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7358, Loss: 0.3474
Epoch   7 Batch  515/1077 - Train Accuracy: 0.7074, Validation Accuracy: 0.7369, Loss: 0.3691
Epoch   7 Batch  516/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7372, Loss: 0.3092
Epoch   7 Batch  517/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7344, Loss: 0.3437
Epoch   7 Batch  518/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7401, Loss: 0.3297
Epoch   7 Batch  519/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7408, Loss: 0.3451
Epoch   7 Batch  520/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7315, Loss: 0.3097
Epoch   7 Batch  521/1077 - Train Accuracy: 0.7269, Validation Accuracy: 0.7322, Loss: 0.3246
Epoch   7 Batch  522/1077 - Train Accuracy: 0.6785, Validation Accuracy: 0.7365, Loss: 0.3755
Epoch   7 Batch  523/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7369, Loss: 0.3551
Epoch   7 Batch  524/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7404, Loss: 0.3573
Epoch   7 Batch  525/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7312, Loss: 0.3344
Epoch   7 Batch  526/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7418, Loss: 0.3404
Epoch   7 Batch  527/1077 - Train Accuracy: 0.7225, Validation Accuracy: 0.7415, Loss: 0.3382
Epoch   7 Batch  528/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7393, Loss: 0.3356
Epoch   7 Batch  529/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7457, Loss: 0.3318
Epoch   7 Batch  530/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7237, Loss: 0.3615
Epoch   7 Batch  531/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7365, Loss: 0.3412
Epoch   7 Batch  532/1077 - Train Accuracy: 0.7172, Validation Accuracy: 0.7376, Loss: 0.3816
Epoch   7 Batch  533/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7422, Loss: 0.3507
Epoch   7 Batch  534/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7461, Loss: 0.3441
Epoch   7 Batch  535/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7425, Loss: 0.3375
Epoch   7 Batch  536/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7319, Loss: 0.3287
Epoch   7 Batch  537/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7443, Loss: 0.3549
Epoch   7 Batch  538/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7457, Loss: 0.3271
Epoch   7 Batch  539/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7322, Loss: 0.3417
Epoch   7 Batch  540/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7337, Loss: 0.3096
Epoch   7 Batch  541/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7354, Loss: 0.3474
Epoch   7 Batch  542/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7340, Loss: 0.3393
Epoch   7 Batch  543/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7244, Loss: 0.3315
Epoch   7 Batch  544/1077 - Train Accuracy: 0.7129, Validation Accuracy: 0.7255, Loss: 0.3426
Epoch   7 Batch  545/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7333, Loss: 0.3674
Epoch   7 Batch  546/1077 - Train Accuracy: 0.7070, Validation Accuracy: 0.7358, Loss: 0.3606
Epoch   7 Batch  547/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7273, Loss: 0.3293
Epoch   7 Batch  548/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7262, Loss: 0.3392
Epoch   7 Batch  549/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7276, Loss: 0.3584
Epoch   7 Batch  550/1077 - Train Accuracy: 0.7023, Validation Accuracy: 0.7376, Loss: 0.3633
Epoch   7 Batch  551/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7386, Loss: 0.3557
Epoch   7 Batch  552/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7440, Loss: 0.3507
Epoch   7 Batch  553/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7457, Loss: 0.3388
Epoch   7 Batch  554/1077 - Train Accuracy: 0.7367, Validation Accuracy: 0.7408, Loss: 0.3556
Epoch   7 Batch  555/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7358, Loss: 0.3373
Epoch   7 Batch  556/1077 - Train Accuracy: 0.7125, Validation Accuracy: 0.7322, Loss: 0.3333
Epoch   7 Batch  557/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7362, Loss: 0.3370
Epoch   7 Batch  558/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7337, Loss: 0.3321
Epoch   7 Batch  559/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7276, Loss: 0.3417
Epoch   7 Batch  560/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7365, Loss: 0.3255
Epoch   7 Batch  561/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7369, Loss: 0.3326
Epoch   7 Batch  562/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7401, Loss: 0.3139
Epoch   7 Batch  563/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7390, Loss: 0.3557
Epoch   7 Batch  564/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7411, Loss: 0.3486
Epoch   7 Batch  565/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7425, Loss: 0.3461
Epoch   7 Batch  566/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7450, Loss: 0.3603
Epoch   7 Batch  567/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7401, Loss: 0.3430
Epoch   7 Batch  568/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7362, Loss: 0.3265
Epoch   7 Batch  569/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7326, Loss: 0.3435
Epoch   7 Batch  570/1077 - Train Accuracy: 0.7229, Validation Accuracy: 0.7418, Loss: 0.3628
Epoch   7 Batch  571/1077 - Train Accuracy: 0.7675, Validation Accuracy: 0.7418, Loss: 0.3214
Epoch   7 Batch  572/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7425, Loss: 0.3133
Epoch   7 Batch  573/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7436, Loss: 0.3531
Epoch   7 Batch  574/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7447, Loss: 0.3495
Epoch   7 Batch  575/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7365, Loss: 0.3323
Epoch   7 Batch  576/1077 - Train Accuracy: 0.7475, Validation Accuracy: 0.7287, Loss: 0.3510
Epoch   7 Batch  577/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7383, Loss: 0.3554
Epoch   7 Batch  578/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7326, Loss: 0.3413
Epoch   7 Batch  579/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7298, Loss: 0.3352
Epoch   7 Batch  580/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7301, Loss: 0.3206
Epoch   7 Batch  581/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7404, Loss: 0.3271
Epoch   7 Batch  582/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7447, Loss: 0.3220
Epoch   7 Batch  583/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7422, Loss: 0.3679
Epoch   7 Batch  584/1077 - Train Accuracy: 0.7347, Validation Accuracy: 0.7312, Loss: 0.3393
Epoch   7 Batch  585/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7315, Loss: 0.3193
Epoch   7 Batch  586/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7330, Loss: 0.3551
Epoch   7 Batch  587/1077 - Train Accuracy: 0.7909, Validation Accuracy: 0.7362, Loss: 0.3207
Epoch   7 Batch  588/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7504, Loss: 0.3389
Epoch   7 Batch  589/1077 - Train Accuracy: 0.7640, Validation Accuracy: 0.7457, Loss: 0.3406
Epoch   7 Batch  590/1077 - Train Accuracy: 0.7233, Validation Accuracy: 0.7404, Loss: 0.3683
Epoch   7 Batch  591/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7358, Loss: 0.3089
Epoch   7 Batch  592/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7372, Loss: 0.3472
Epoch   7 Batch  593/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7333, Loss: 0.3449
Epoch   7 Batch  594/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7362, Loss: 0.3487
Epoch   7 Batch  595/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7472, Loss: 0.3527
Epoch   7 Batch  596/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7518, Loss: 0.3487
Epoch   7 Batch  597/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7479, Loss: 0.3509
Epoch   7 Batch  598/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.7390, Loss: 0.3246
Epoch   7 Batch  599/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7337, Loss: 0.3675
Epoch   7 Batch  600/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7326, Loss: 0.3172
Epoch   7 Batch  601/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7251, Loss: 0.3349
Epoch   7 Batch  602/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7386, Loss: 0.3464
Epoch   7 Batch  603/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7266, Loss: 0.3323
Epoch   7 Batch  604/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7372, Loss: 0.3466
Epoch   7 Batch  605/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7397, Loss: 0.3518
Epoch   7 Batch  606/1077 - Train Accuracy: 0.7537, Validation Accuracy: 0.7450, Loss: 0.3200
Epoch   7 Batch  607/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7472, Loss: 0.3238
Epoch   7 Batch  608/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7411, Loss: 0.3505
Epoch   7 Batch  609/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7440, Loss: 0.3519
Epoch   7 Batch  610/1077 - Train Accuracy: 0.7212, Validation Accuracy: 0.7468, Loss: 0.3424
Epoch   7 Batch  611/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7521, Loss: 0.3588
Epoch   7 Batch  612/1077 - Train Accuracy: 0.7753, Validation Accuracy: 0.7482, Loss: 0.3235
Epoch   7 Batch  613/1077 - Train Accuracy: 0.7277, Validation Accuracy: 0.7450, Loss: 0.3570
Epoch   7 Batch  614/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7227, Loss: 0.3293
Epoch   7 Batch  615/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7308, Loss: 0.3336
Epoch   7 Batch  616/1077 - Train Accuracy: 0.7216, Validation Accuracy: 0.7315, Loss: 0.3576
Epoch   7 Batch  617/1077 - Train Accuracy: 0.7321, Validation Accuracy: 0.7344, Loss: 0.3302
Epoch   7 Batch  618/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7422, Loss: 0.3468
Epoch   7 Batch  619/1077 - Train Accuracy: 0.7126, Validation Accuracy: 0.7436, Loss: 0.3592
Epoch   7 Batch  620/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7486, Loss: 0.3366
Epoch   7 Batch  621/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7493, Loss: 0.3444
Epoch   7 Batch  622/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.7507, Loss: 0.3616
Epoch   7 Batch  623/1077 - Train Accuracy: 0.7156, Validation Accuracy: 0.7553, Loss: 0.3638
Epoch   7 Batch  624/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7461, Loss: 0.3216
Epoch   7 Batch  625/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7536, Loss: 0.3282
Epoch   7 Batch  626/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7457, Loss: 0.3114
Epoch   7 Batch  627/1077 - Train Accuracy: 0.7363, Validation Accuracy: 0.7496, Loss: 0.3392
Epoch   7 Batch  628/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7461, Loss: 0.3437
Epoch   7 Batch  629/1077 - Train Accuracy: 0.7397, Validation Accuracy: 0.7440, Loss: 0.3431
Epoch   7 Batch  630/1077 - Train Accuracy: 0.7273, Validation Accuracy: 0.7450, Loss: 0.3321
Epoch   7 Batch  631/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7379, Loss: 0.3238
Epoch   7 Batch  632/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7443, Loss: 0.3492
Epoch   7 Batch  633/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7372, Loss: 0.3310
Epoch   7 Batch  634/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7425, Loss: 0.3253
Epoch   7 Batch  635/1077 - Train Accuracy: 0.7331, Validation Accuracy: 0.7511, Loss: 0.3602
Epoch   7 Batch  636/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7511, Loss: 0.3381
Epoch   7 Batch  637/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7475, Loss: 0.3444
Epoch   7 Batch  638/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7472, Loss: 0.3158
Epoch   7 Batch  639/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7447, Loss: 0.3331
Epoch   7 Batch  640/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7422, Loss: 0.3308
Epoch   7 Batch  641/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7429, Loss: 0.3303
Epoch   7 Batch  642/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7422, Loss: 0.3369
Epoch   7 Batch  643/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.7433, Loss: 0.3166
Epoch   7 Batch  644/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7425, Loss: 0.3313
Epoch   7 Batch  645/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7475, Loss: 0.3262
Epoch   7 Batch  646/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7500, Loss: 0.3381
Epoch   7 Batch  647/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7543, Loss: 0.3312
Epoch   7 Batch  648/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7486, Loss: 0.3258
Epoch   7 Batch  649/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7578, Loss: 0.3357
Epoch   7 Batch  650/1077 - Train Accuracy: 0.7039, Validation Accuracy: 0.7475, Loss: 0.3506
Epoch   7 Batch  651/1077 - Train Accuracy: 0.7396, Validation Accuracy: 0.7440, Loss: 0.3311
Epoch   7 Batch  652/1077 - Train Accuracy: 0.7451, Validation Accuracy: 0.7468, Loss: 0.3542
Epoch   7 Batch  653/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7472, Loss: 0.3482
Epoch   7 Batch  654/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7486, Loss: 0.3337
Epoch   7 Batch  655/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7372, Loss: 0.3479
Epoch   7 Batch  656/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7351, Loss: 0.3498
Epoch   7 Batch  657/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7411, Loss: 0.3598
Epoch   7 Batch  658/1077 - Train Accuracy: 0.7675, Validation Accuracy: 0.7408, Loss: 0.3260
Epoch   7 Batch  659/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7468, Loss: 0.3287
Epoch   7 Batch  660/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7433, Loss: 0.3484
Epoch   7 Batch  661/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7393, Loss: 0.3171
Epoch   7 Batch  662/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7344, Loss: 0.3187
Epoch   7 Batch  663/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7365, Loss: 0.3087
Epoch   7 Batch  664/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7397, Loss: 0.3315
Epoch   7 Batch  665/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7425, Loss: 0.3465
Epoch   7 Batch  666/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7415, Loss: 0.3458
Epoch   7 Batch  667/1077 - Train Accuracy: 0.7229, Validation Accuracy: 0.7404, Loss: 0.3573
Epoch   7 Batch  668/1077 - Train Accuracy: 0.7411, Validation Accuracy: 0.7383, Loss: 0.3264
Epoch   7 Batch  669/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7475, Loss: 0.3254
Epoch   7 Batch  670/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7397, Loss: 0.3098
Epoch   7 Batch  671/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7422, Loss: 0.3645
Epoch   7 Batch  672/1077 - Train Accuracy: 0.7400, Validation Accuracy: 0.7422, Loss: 0.3272
Epoch   7 Batch  673/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7489, Loss: 0.3142
Epoch   7 Batch  674/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7386, Loss: 0.3316
Epoch   7 Batch  675/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7358, Loss: 0.3359
Epoch   7 Batch  676/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7337, Loss: 0.3518
Epoch   7 Batch  677/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7340, Loss: 0.3548
Epoch   7 Batch  678/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7411, Loss: 0.3190
Epoch   7 Batch  679/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7340, Loss: 0.3426
Epoch   7 Batch  680/1077 - Train Accuracy: 0.7236, Validation Accuracy: 0.7372, Loss: 0.3365
Epoch   7 Batch  681/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7340, Loss: 0.3408
Epoch   7 Batch  682/1077 - Train Accuracy: 0.7246, Validation Accuracy: 0.7440, Loss: 0.3458
Epoch   7 Batch  683/1077 - Train Accuracy: 0.7242, Validation Accuracy: 0.7401, Loss: 0.3376
Epoch   7 Batch  684/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7358, Loss: 0.3323
Epoch   7 Batch  685/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7386, Loss: 0.3436
Epoch   7 Batch  686/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7425, Loss: 0.3221
Epoch   7 Batch  687/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7401, Loss: 0.3499
Epoch   7 Batch  688/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7347, Loss: 0.3271
Epoch   7 Batch  689/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7457, Loss: 0.3376
Epoch   7 Batch  690/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7475, Loss: 0.3290
Epoch   7 Batch  691/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7482, Loss: 0.3714
Epoch   7 Batch  692/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7411, Loss: 0.3093
Epoch   7 Batch  693/1077 - Train Accuracy: 0.7093, Validation Accuracy: 0.7464, Loss: 0.3934
Epoch   7 Batch  694/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7383, Loss: 0.3124
Epoch   7 Batch  695/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7489, Loss: 0.3212
Epoch   7 Batch  696/1077 - Train Accuracy: 0.7101, Validation Accuracy: 0.7550, Loss: 0.3481
Epoch   7 Batch  697/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7507, Loss: 0.3261
Epoch   7 Batch  698/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7504, Loss: 0.3138
Epoch   7 Batch  699/1077 - Train Accuracy: 0.7241, Validation Accuracy: 0.7440, Loss: 0.3453
Epoch   7 Batch  700/1077 - Train Accuracy: 0.7203, Validation Accuracy: 0.7337, Loss: 0.3162
Epoch   7 Batch  701/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7386, Loss: 0.3407
Epoch   7 Batch  702/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7468, Loss: 0.3280
Epoch   7 Batch  703/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7489, Loss: 0.3525
Epoch   7 Batch  704/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7496, Loss: 0.3420
Epoch   7 Batch  705/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7464, Loss: 0.3721
Epoch   7 Batch  706/1077 - Train Accuracy: 0.7325, Validation Accuracy: 0.7418, Loss: 0.3393
Epoch   7 Batch  707/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7372, Loss: 0.3348
Epoch   7 Batch  708/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7404, Loss: 0.3448
Epoch   7 Batch  709/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7408, Loss: 0.3673
Epoch   7 Batch  710/1077 - Train Accuracy: 0.7102, Validation Accuracy: 0.7376, Loss: 0.3405
Epoch   7 Batch  711/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7425, Loss: 0.3612
Epoch   7 Batch  712/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7429, Loss: 0.3234
Epoch   7 Batch  713/1077 - Train Accuracy: 0.7649, Validation Accuracy: 0.7401, Loss: 0.3092
Epoch   7 Batch  714/1077 - Train Accuracy: 0.7429, Validation Accuracy: 0.7333, Loss: 0.3527
Epoch   7 Batch  715/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7266, Loss: 0.3497
Epoch   7 Batch  716/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7528, Loss: 0.3101
Epoch   7 Batch  717/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7486, Loss: 0.3380
Epoch   7 Batch  718/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7354, Loss: 0.3536
Epoch   7 Batch  719/1077 - Train Accuracy: 0.7221, Validation Accuracy: 0.7379, Loss: 0.3379
Epoch   7 Batch  720/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7464, Loss: 0.3571
Epoch   7 Batch  721/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7482, Loss: 0.3426
Epoch   7 Batch  722/1077 - Train Accuracy: 0.7281, Validation Accuracy: 0.7340, Loss: 0.3423
Epoch   7 Batch  723/1077 - Train Accuracy: 0.7392, Validation Accuracy: 0.7333, Loss: 0.3339
Epoch   7 Batch  724/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7386, Loss: 0.3559
Epoch   7 Batch  725/1077 - Train Accuracy: 0.7783, Validation Accuracy: 0.7308, Loss: 0.3379
Epoch   7 Batch  726/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7301, Loss: 0.3198
Epoch   7 Batch  727/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7269, Loss: 0.3155
Epoch   7 Batch  728/1077 - Train Accuracy: 0.7374, Validation Accuracy: 0.7504, Loss: 0.3553
Epoch   7 Batch  729/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7415, Loss: 0.3476
Epoch   7 Batch  730/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7362, Loss: 0.3540
Epoch   7 Batch  731/1077 - Train Accuracy: 0.7385, Validation Accuracy: 0.7386, Loss: 0.3447
Epoch   7 Batch  732/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7433, Loss: 0.3597
Epoch   7 Batch  733/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7472, Loss: 0.3368
Epoch   7 Batch  734/1077 - Train Accuracy: 0.7644, Validation Accuracy: 0.7450, Loss: 0.3578
Epoch   7 Batch  735/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7489, Loss: 0.3259
Epoch   7 Batch  736/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7429, Loss: 0.3440
Epoch   7 Batch  737/1077 - Train Accuracy: 0.7148, Validation Accuracy: 0.7269, Loss: 0.3620
Epoch   7 Batch  738/1077 - Train Accuracy: 0.7822, Validation Accuracy: 0.7195, Loss: 0.2950
Epoch   7 Batch  739/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7244, Loss: 0.3205
Epoch   7 Batch  740/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7440, Loss: 0.3263
Epoch   7 Batch  741/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7504, Loss: 0.3365
Epoch   7 Batch  742/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7500, Loss: 0.3424
Epoch   7 Batch  743/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7496, Loss: 0.3383
Epoch   7 Batch  744/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7546, Loss: 0.3067
Epoch   7 Batch  745/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7553, Loss: 0.3230
Epoch   7 Batch  746/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7507, Loss: 0.3170
Epoch   7 Batch  747/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7489, Loss: 0.3154
Epoch   7 Batch  748/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7525, Loss: 0.3269
Epoch   7 Batch  749/1077 - Train Accuracy: 0.7355, Validation Accuracy: 0.7489, Loss: 0.3399
Epoch   7 Batch  750/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7532, Loss: 0.3284
Epoch   7 Batch  751/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7582, Loss: 0.3184
Epoch   7 Batch  752/1077 - Train Accuracy: 0.7470, Validation Accuracy: 0.7582, Loss: 0.3168
Epoch   7 Batch  753/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7575, Loss: 0.3184
Epoch   7 Batch  754/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7496, Loss: 0.3461
Epoch   7 Batch  755/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7457, Loss: 0.3334
Epoch   7 Batch  756/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7511, Loss: 0.3257
Epoch   7 Batch  757/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7436, Loss: 0.3322
Epoch   7 Batch  758/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7401, Loss: 0.3020
Epoch   7 Batch  759/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7557, Loss: 0.3092
Epoch   7 Batch  760/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7553, Loss: 0.3324
Epoch   7 Batch  761/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7429, Loss: 0.3445
Epoch   7 Batch  762/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7372, Loss: 0.3048
Epoch   7 Batch  763/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7344, Loss: 0.3283
Epoch   7 Batch  764/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7429, Loss: 0.3258
Epoch   7 Batch  765/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7486, Loss: 0.3228
Epoch   7 Batch  766/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7518, Loss: 0.3390
Epoch   7 Batch  767/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7528, Loss: 0.3269
Epoch   7 Batch  768/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7461, Loss: 0.3261
Epoch   7 Batch  769/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7482, Loss: 0.3347
Epoch   7 Batch  770/1077 - Train Accuracy: 0.7418, Validation Accuracy: 0.7429, Loss: 0.3076
Epoch   7 Batch  771/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7429, Loss: 0.3359
Epoch   7 Batch  772/1077 - Train Accuracy: 0.7433, Validation Accuracy: 0.7482, Loss: 0.3218
Epoch   7 Batch  773/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7553, Loss: 0.3138
Epoch   7 Batch  774/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7514, Loss: 0.3436
Epoch   7 Batch  775/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7518, Loss: 0.3263
Epoch   7 Batch  776/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7504, Loss: 0.3340
Epoch   7 Batch  777/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7464, Loss: 0.3366
Epoch   7 Batch  778/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7425, Loss: 0.3161
Epoch   7 Batch  779/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7436, Loss: 0.3293
Epoch   7 Batch  780/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7411, Loss: 0.3390
Epoch   7 Batch  781/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7443, Loss: 0.3107
Epoch   7 Batch  782/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7418, Loss: 0.3217
Epoch   7 Batch  783/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7365, Loss: 0.3306
Epoch   7 Batch  784/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7408, Loss: 0.3168
Epoch   7 Batch  785/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7344, Loss: 0.3138
Epoch   7 Batch  786/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7397, Loss: 0.3392
Epoch   7 Batch  787/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7415, Loss: 0.2979
Epoch   7 Batch  788/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7454, Loss: 0.3238
Epoch   7 Batch  789/1077 - Train Accuracy: 0.7183, Validation Accuracy: 0.7482, Loss: 0.3344
Epoch   7 Batch  790/1077 - Train Accuracy: 0.7027, Validation Accuracy: 0.7436, Loss: 0.3682
Epoch   7 Batch  791/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7450, Loss: 0.3403
Epoch   7 Batch  792/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7543, Loss: 0.3424
Epoch   7 Batch  793/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.7635, Loss: 0.3179
Epoch   7 Batch  794/1077 - Train Accuracy: 0.7453, Validation Accuracy: 0.7493, Loss: 0.3294
Epoch   7 Batch  795/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7507, Loss: 0.3419
Epoch   7 Batch  796/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7500, Loss: 0.3374
Epoch   7 Batch  797/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7475, Loss: 0.3242
Epoch   7 Batch  798/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7461, Loss: 0.3393
Epoch   7 Batch  799/1077 - Train Accuracy: 0.7180, Validation Accuracy: 0.7386, Loss: 0.3660
Epoch   7 Batch  800/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7486, Loss: 0.3217
Epoch   7 Batch  801/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7475, Loss: 0.3399
Epoch   7 Batch  802/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7447, Loss: 0.3391
Epoch   7 Batch  803/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7468, Loss: 0.3299
Epoch   7 Batch  804/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7528, Loss: 0.3279
Epoch   7 Batch  805/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7546, Loss: 0.3280
Epoch   7 Batch  806/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7528, Loss: 0.3235
Epoch   7 Batch  807/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7525, Loss: 0.3135
Epoch   7 Batch  808/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7468, Loss: 0.3385
Epoch   7 Batch  809/1077 - Train Accuracy: 0.7410, Validation Accuracy: 0.7614, Loss: 0.3575
Epoch   7 Batch  810/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7578, Loss: 0.3039
Epoch   7 Batch  811/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7543, Loss: 0.3096
Epoch   7 Batch  812/1077 - Train Accuracy: 0.7234, Validation Accuracy: 0.7504, Loss: 0.3351
Epoch   7 Batch  813/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7557, Loss: 0.3207
Epoch   7 Batch  814/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7521, Loss: 0.3303
Epoch   7 Batch  815/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7454, Loss: 0.3215
Epoch   7 Batch  816/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7482, Loss: 0.3358
Epoch   7 Batch  817/1077 - Train Accuracy: 0.7266, Validation Accuracy: 0.7496, Loss: 0.3463
Epoch   7 Batch  818/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7528, Loss: 0.3346
Epoch   7 Batch  819/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7472, Loss: 0.3203
Epoch   7 Batch  820/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7450, Loss: 0.3603
Epoch   7 Batch  821/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7411, Loss: 0.3229
Epoch   7 Batch  822/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7425, Loss: 0.3267
Epoch   7 Batch  823/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7369, Loss: 0.3212
Epoch   7 Batch  824/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.7280, Loss: 0.3176
Epoch   7 Batch  825/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7262, Loss: 0.3202
Epoch   7 Batch  826/1077 - Train Accuracy: 0.7329, Validation Accuracy: 0.7372, Loss: 0.3137
Epoch   7 Batch  827/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7393, Loss: 0.3414
Epoch   7 Batch  828/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7486, Loss: 0.3316
Epoch   7 Batch  829/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7511, Loss: 0.3458
Epoch   7 Batch  830/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7468, Loss: 0.3239
Epoch   7 Batch  831/1077 - Train Accuracy: 0.7133, Validation Accuracy: 0.7440, Loss: 0.3395
Epoch   7 Batch  832/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7457, Loss: 0.3282
Epoch   7 Batch  833/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7457, Loss: 0.3304
Epoch   7 Batch  834/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7425, Loss: 0.3181
Epoch   7 Batch  835/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7443, Loss: 0.3291
Epoch   7 Batch  836/1077 - Train Accuracy: 0.7697, Validation Accuracy: 0.7486, Loss: 0.3288
Epoch   7 Batch  837/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7429, Loss: 0.3411
Epoch   7 Batch  838/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7464, Loss: 0.3094
Epoch   7 Batch  839/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7422, Loss: 0.3115
Epoch   7 Batch  840/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7525, Loss: 0.3232
Epoch   7 Batch  841/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7514, Loss: 0.3337
Epoch   7 Batch  842/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.7560, Loss: 0.3218
Epoch   7 Batch  843/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7514, Loss: 0.3055
Epoch   7 Batch  844/1077 - Train Accuracy: 0.7485, Validation Accuracy: 0.7482, Loss: 0.3175
Epoch   7 Batch  845/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7500, Loss: 0.3229
Epoch   7 Batch  846/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7496, Loss: 0.3281
Epoch   7 Batch  847/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7518, Loss: 0.3150
Epoch   7 Batch  848/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7408, Loss: 0.3357
Epoch   7 Batch  849/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7457, Loss: 0.3091
Epoch   7 Batch  850/1077 - Train Accuracy: 0.7113, Validation Accuracy: 0.7479, Loss: 0.3632
Epoch   7 Batch  851/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7536, Loss: 0.3247
Epoch   7 Batch  852/1077 - Train Accuracy: 0.7375, Validation Accuracy: 0.7571, Loss: 0.3320
Epoch   7 Batch  853/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7521, Loss: 0.3102
Epoch   7 Batch  854/1077 - Train Accuracy: 0.7457, Validation Accuracy: 0.7489, Loss: 0.3318
Epoch   7 Batch  855/1077 - Train Accuracy: 0.7309, Validation Accuracy: 0.7589, Loss: 0.3436
Epoch   7 Batch  856/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7514, Loss: 0.3354
Epoch   7 Batch  857/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7504, Loss: 0.3205
Epoch   7 Batch  858/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7486, Loss: 0.3257
Epoch   7 Batch  859/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7536, Loss: 0.3337
Epoch   7 Batch  860/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7557, Loss: 0.3386
Epoch   7 Batch  861/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7532, Loss: 0.3263
Epoch   7 Batch  862/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7564, Loss: 0.3216
Epoch   7 Batch  863/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7610, Loss: 0.3038
Epoch   7 Batch  864/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7596, Loss: 0.3315
Epoch   7 Batch  865/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7564, Loss: 0.2974
Epoch   7 Batch  866/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7582, Loss: 0.3160
Epoch   7 Batch  867/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7599, Loss: 0.3696
Epoch   7 Batch  868/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7560, Loss: 0.3282
Epoch   7 Batch  869/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7557, Loss: 0.3331
Epoch   7 Batch  870/1077 - Train Accuracy: 0.7220, Validation Accuracy: 0.7557, Loss: 0.3319
Epoch   7 Batch  871/1077 - Train Accuracy: 0.7227, Validation Accuracy: 0.7528, Loss: 0.3375
Epoch   7 Batch  872/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7521, Loss: 0.3276
Epoch   7 Batch  873/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7511, Loss: 0.3313
Epoch   7 Batch  874/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7479, Loss: 0.3293
Epoch   7 Batch  875/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7564, Loss: 0.3169
Epoch   7 Batch  876/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7592, Loss: 0.3286
Epoch   7 Batch  877/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7603, Loss: 0.3134
Epoch   7 Batch  878/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7667, Loss: 0.3149
Epoch   7 Batch  879/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7653, Loss: 0.3036
Epoch   7 Batch  880/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7642, Loss: 0.3186
Epoch   7 Batch  881/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7724, Loss: 0.3380
Epoch   7 Batch  882/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7656, Loss: 0.3516
Epoch   7 Batch  883/1077 - Train Accuracy: 0.7167, Validation Accuracy: 0.7596, Loss: 0.3638
Epoch   7 Batch  884/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7607, Loss: 0.3030
Epoch   7 Batch  885/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7567, Loss: 0.2781
Epoch   7 Batch  886/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7379, Loss: 0.3289
Epoch   7 Batch  887/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7376, Loss: 0.3403
Epoch   7 Batch  888/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7010, Loss: 0.3359
Epoch   7 Batch  889/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7045, Loss: 0.3393
Epoch   7 Batch  890/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7422, Loss: 0.3188
Epoch   7 Batch  891/1077 - Train Accuracy: 0.7710, Validation Accuracy: 0.7397, Loss: 0.3401
Epoch   7 Batch  892/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7475, Loss: 0.3158
Epoch   7 Batch  893/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7422, Loss: 0.3471
Epoch   7 Batch  894/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7433, Loss: 0.3041
Epoch   7 Batch  895/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7557, Loss: 0.3400
Epoch   7 Batch  896/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7450, Loss: 0.3543
Epoch   7 Batch  897/1077 - Train Accuracy: 0.7403, Validation Accuracy: 0.7475, Loss: 0.3043
Epoch   7 Batch  898/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7376, Loss: 0.3010
Epoch   7 Batch  899/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7546, Loss: 0.3454
Epoch   7 Batch  900/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7514, Loss: 0.3273
Epoch   7 Batch  901/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7482, Loss: 0.3255
Epoch   7 Batch  902/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7457, Loss: 0.3421
Epoch   7 Batch  903/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7571, Loss: 0.3120
Epoch   7 Batch  904/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7607, Loss: 0.3244
Epoch   7 Batch  905/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7543, Loss: 0.3085
Epoch   7 Batch  906/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7550, Loss: 0.2996
Epoch   7 Batch  907/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7521, Loss: 0.3232
Epoch   7 Batch  908/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7553, Loss: 0.3349
Epoch   7 Batch  909/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7525, Loss: 0.3274
Epoch   7 Batch  910/1077 - Train Accuracy: 0.7593, Validation Accuracy: 0.7496, Loss: 0.3127
Epoch   7 Batch  911/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7433, Loss: 0.3132
Epoch   7 Batch  912/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7362, Loss: 0.3269
Epoch   7 Batch  913/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7393, Loss: 0.3343
Epoch   7 Batch  914/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7447, Loss: 0.3112
Epoch   7 Batch  915/1077 - Train Accuracy: 0.7274, Validation Accuracy: 0.7464, Loss: 0.3597
Epoch   7 Batch  916/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7475, Loss: 0.3196
Epoch   7 Batch  917/1077 - Train Accuracy: 0.7184, Validation Accuracy: 0.7479, Loss: 0.3245
Epoch   7 Batch  918/1077 - Train Accuracy: 0.7597, Validation Accuracy: 0.7433, Loss: 0.3020
Epoch   7 Batch  919/1077 - Train Accuracy: 0.7529, Validation Accuracy: 0.7504, Loss: 0.3222
Epoch   7 Batch  920/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7536, Loss: 0.3346
Epoch   7 Batch  921/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7553, Loss: 0.3239
Epoch   7 Batch  922/1077 - Train Accuracy: 0.7541, Validation Accuracy: 0.7521, Loss: 0.3065
Epoch   7 Batch  923/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7521, Loss: 0.3382
Epoch   7 Batch  924/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7454, Loss: 0.3372
Epoch   7 Batch  925/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7457, Loss: 0.3117
Epoch   7 Batch  926/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7408, Loss: 0.3319
Epoch   7 Batch  927/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7493, Loss: 0.3370
Epoch   7 Batch  928/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7557, Loss: 0.3104
Epoch   7 Batch  929/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7603, Loss: 0.3301
Epoch   7 Batch  930/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7567, Loss: 0.3060
Epoch   7 Batch  931/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7599, Loss: 0.3255
Epoch   7 Batch  932/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7582, Loss: 0.3281
Epoch   7 Batch  933/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7543, Loss: 0.3187
Epoch   7 Batch  934/1077 - Train Accuracy: 0.6887, Validation Accuracy: 0.7514, Loss: 0.3488
Epoch   7 Batch  935/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7532, Loss: 0.3406
Epoch   7 Batch  936/1077 - Train Accuracy: 0.7600, Validation Accuracy: 0.7514, Loss: 0.3298
Epoch   7 Batch  937/1077 - Train Accuracy: 0.7636, Validation Accuracy: 0.7628, Loss: 0.3401
Epoch   7 Batch  938/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7599, Loss: 0.3205
Epoch   7 Batch  939/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7507, Loss: 0.3184
Epoch   7 Batch  940/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7486, Loss: 0.3207
Epoch   7 Batch  941/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7504, Loss: 0.2940
Epoch   7 Batch  942/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7557, Loss: 0.3302
Epoch   7 Batch  943/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7518, Loss: 0.3233
Epoch   7 Batch  944/1077 - Train Accuracy: 0.7679, Validation Accuracy: 0.7518, Loss: 0.3151
Epoch   7 Batch  945/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7514, Loss: 0.3021
Epoch   7 Batch  946/1077 - Train Accuracy: 0.7808, Validation Accuracy: 0.7486, Loss: 0.3251
Epoch   7 Batch  947/1077 - Train Accuracy: 0.7011, Validation Accuracy: 0.7486, Loss: 0.3489
Epoch   7 Batch  948/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7425, Loss: 0.3107
Epoch   7 Batch  949/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7376, Loss: 0.2951
Epoch   7 Batch  950/1077 - Train Accuracy: 0.7470, Validation Accuracy: 0.7489, Loss: 0.3065
Epoch   7 Batch  951/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7582, Loss: 0.3128
Epoch   7 Batch  952/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7564, Loss: 0.3107
Epoch   7 Batch  953/1077 - Train Accuracy: 0.7788, Validation Accuracy: 0.7415, Loss: 0.3289
Epoch   7 Batch  954/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7425, Loss: 0.3379
Epoch   7 Batch  955/1077 - Train Accuracy: 0.7438, Validation Accuracy: 0.7482, Loss: 0.3217
Epoch   7 Batch  956/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7408, Loss: 0.3091
Epoch   7 Batch  957/1077 - Train Accuracy: 0.7835, Validation Accuracy: 0.7393, Loss: 0.2996
Epoch   7 Batch  958/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7397, Loss: 0.3266
Epoch   7 Batch  959/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7390, Loss: 0.3048
Epoch   7 Batch  960/1077 - Train Accuracy: 0.7444, Validation Accuracy: 0.7433, Loss: 0.3165
Epoch   7 Batch  961/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7461, Loss: 0.3309
Epoch   7 Batch  962/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7393, Loss: 0.3160
Epoch   7 Batch  963/1077 - Train Accuracy: 0.7635, Validation Accuracy: 0.7280, Loss: 0.3514
Epoch   7 Batch  964/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7234, Loss: 0.2998
Epoch   7 Batch  965/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7404, Loss: 0.3418
Epoch   7 Batch  966/1077 - Train Accuracy: 0.7938, Validation Accuracy: 0.7454, Loss: 0.2837
Epoch   7 Batch  967/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7504, Loss: 0.3077
Epoch   7 Batch  968/1077 - Train Accuracy: 0.6906, Validation Accuracy: 0.7514, Loss: 0.3491
Epoch   7 Batch  969/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7539, Loss: 0.3258
Epoch   7 Batch  970/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7628, Loss: 0.3245
Epoch   7 Batch  971/1077 - Train Accuracy: 0.7775, Validation Accuracy: 0.7418, Loss: 0.3122
Epoch   7 Batch  972/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7294, Loss: 0.3150
Epoch   7 Batch  973/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7351, Loss: 0.2965
Epoch   7 Batch  974/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7401, Loss: 0.3261
Epoch   7 Batch  975/1077 - Train Accuracy: 0.7690, Validation Accuracy: 0.7443, Loss: 0.3031
Epoch   7 Batch  976/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7422, Loss: 0.3136
Epoch   7 Batch  977/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7514, Loss: 0.3083
Epoch   7 Batch  978/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7543, Loss: 0.3181
Epoch   7 Batch  979/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7536, Loss: 0.3348
Epoch   7 Batch  980/1077 - Train Accuracy: 0.7387, Validation Accuracy: 0.7440, Loss: 0.3353
Epoch   7 Batch  981/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7525, Loss: 0.3310
Epoch   7 Batch  982/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7628, Loss: 0.3191
Epoch   7 Batch  983/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7546, Loss: 0.3387
Epoch   7 Batch  984/1077 - Train Accuracy: 0.7105, Validation Accuracy: 0.7592, Loss: 0.3462
Epoch   7 Batch  985/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7575, Loss: 0.3154
Epoch   7 Batch  986/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7585, Loss: 0.3216
Epoch   7 Batch  987/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7575, Loss: 0.3032
Epoch   7 Batch  988/1077 - Train Accuracy: 0.7312, Validation Accuracy: 0.7472, Loss: 0.3194
Epoch   7 Batch  989/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7383, Loss: 0.3348
Epoch   7 Batch  990/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7443, Loss: 0.3355
Epoch   7 Batch  991/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7603, Loss: 0.3152
Epoch   7 Batch  992/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7607, Loss: 0.3224
Epoch   7 Batch  993/1077 - Train Accuracy: 0.7715, Validation Accuracy: 0.7589, Loss: 0.2933
Epoch   7 Batch  994/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7553, Loss: 0.3069
Epoch   7 Batch  995/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7670, Loss: 0.2986
Epoch   7 Batch  996/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7489, Loss: 0.3243
Epoch   7 Batch  997/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7479, Loss: 0.3281
Epoch   7 Batch  998/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7489, Loss: 0.3104
Epoch   7 Batch  999/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7514, Loss: 0.3210
Epoch   7 Batch 1000/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7536, Loss: 0.2883
Epoch   7 Batch 1001/1077 - Train Accuracy: 0.7560, Validation Accuracy: 0.7539, Loss: 0.2945
Epoch   7 Batch 1002/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7415, Loss: 0.3074
Epoch   7 Batch 1003/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7507, Loss: 0.2985
Epoch   7 Batch 1004/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7486, Loss: 0.3115
Epoch   7 Batch 1005/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7472, Loss: 0.3255
Epoch   7 Batch 1006/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7468, Loss: 0.3016
Epoch   7 Batch 1007/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7447, Loss: 0.2946
Epoch   7 Batch 1008/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7390, Loss: 0.3205
Epoch   7 Batch 1009/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7482, Loss: 0.2958
Epoch   7 Batch 1010/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7496, Loss: 0.3201
Epoch   7 Batch 1011/1077 - Train Accuracy: 0.7531, Validation Accuracy: 0.7450, Loss: 0.3217
Epoch   7 Batch 1012/1077 - Train Accuracy: 0.7790, Validation Accuracy: 0.7461, Loss: 0.2988
Epoch   7 Batch 1013/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7479, Loss: 0.2999
Epoch   7 Batch 1014/1077 - Train Accuracy: 0.7383, Validation Accuracy: 0.7447, Loss: 0.3331
Epoch   7 Batch 1015/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7518, Loss: 0.3311
Epoch   7 Batch 1016/1077 - Train Accuracy: 0.7199, Validation Accuracy: 0.7500, Loss: 0.3391
Epoch   7 Batch 1017/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7557, Loss: 0.3201
Epoch   7 Batch 1018/1077 - Train Accuracy: 0.7310, Validation Accuracy: 0.7607, Loss: 0.3243
Epoch   7 Batch 1019/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7514, Loss: 0.3416
Epoch   7 Batch 1020/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7557, Loss: 0.3039
Epoch   7 Batch 1021/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7553, Loss: 0.3309
Epoch   7 Batch 1022/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7575, Loss: 0.3000
Epoch   7 Batch 1023/1077 - Train Accuracy: 0.7901, Validation Accuracy: 0.7603, Loss: 0.2962
Epoch   7 Batch 1024/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7631, Loss: 0.3278
Epoch   7 Batch 1025/1077 - Train Accuracy: 0.7522, Validation Accuracy: 0.7532, Loss: 0.3110
Epoch   7 Batch 1026/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7610, Loss: 0.2986
Epoch   7 Batch 1027/1077 - Train Accuracy: 0.7191, Validation Accuracy: 0.7656, Loss: 0.3257
Epoch   7 Batch 1028/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7745, Loss: 0.3337
Epoch   7 Batch 1029/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7713, Loss: 0.3023
Epoch   7 Batch 1030/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7706, Loss: 0.3140
Epoch   7 Batch 1031/1077 - Train Accuracy: 0.7455, Validation Accuracy: 0.7678, Loss: 0.3380
Epoch   7 Batch 1032/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7692, Loss: 0.3187
Epoch   7 Batch 1033/1077 - Train Accuracy: 0.7556, Validation Accuracy: 0.7631, Loss: 0.3078
Epoch   7 Batch 1034/1077 - Train Accuracy: 0.7402, Validation Accuracy: 0.7553, Loss: 0.3424
Epoch   7 Batch 1035/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.7518, Loss: 0.2774
Epoch   7 Batch 1036/1077 - Train Accuracy: 0.7385, Validation Accuracy: 0.7564, Loss: 0.3391
Epoch   7 Batch 1037/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7582, Loss: 0.3262
Epoch   7 Batch 1038/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7553, Loss: 0.3244
Epoch   7 Batch 1039/1077 - Train Accuracy: 0.7690, Validation Accuracy: 0.7610, Loss: 0.3012
Epoch   7 Batch 1040/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7678, Loss: 0.3220
Epoch   7 Batch 1041/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7678, Loss: 0.3250
Epoch   7 Batch 1042/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.7596, Loss: 0.3252
Epoch   7 Batch 1043/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7567, Loss: 0.3368
Epoch   7 Batch 1044/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7596, Loss: 0.3193
Epoch   7 Batch 1045/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7543, Loss: 0.3386
Epoch   7 Batch 1046/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7546, Loss: 0.3026
Epoch   7 Batch 1047/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7663, Loss: 0.3161
Epoch   7 Batch 1048/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7674, Loss: 0.3285
Epoch   7 Batch 1049/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7582, Loss: 0.3310
Epoch   7 Batch 1050/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7589, Loss: 0.3265
Epoch   7 Batch 1051/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7528, Loss: 0.2973
Epoch   7 Batch 1052/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7521, Loss: 0.3052
Epoch   7 Batch 1053/1077 - Train Accuracy: 0.7452, Validation Accuracy: 0.7511, Loss: 0.3030
Epoch   7 Batch 1054/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7649, Loss: 0.3134
Epoch   7 Batch 1055/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7276, Loss: 0.3649
Epoch   7 Batch 1056/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7372, Loss: 0.3117
Epoch   7 Batch 1057/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7493, Loss: 0.3359
Epoch   7 Batch 1058/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7564, Loss: 0.3595
Epoch   7 Batch 1059/1077 - Train Accuracy: 0.7426, Validation Accuracy: 0.7390, Loss: 0.3572
Epoch   7 Batch 1060/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7372, Loss: 0.3004
Epoch   7 Batch 1061/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7305, Loss: 0.3301
Epoch   7 Batch 1062/1077 - Train Accuracy: 0.7465, Validation Accuracy: 0.7504, Loss: 0.3444
Epoch   7 Batch 1063/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7532, Loss: 0.3234
Epoch   7 Batch 1064/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7486, Loss: 0.3139
Epoch   7 Batch 1065/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7482, Loss: 0.3274
Epoch   7 Batch 1066/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7521, Loss: 0.3097
Epoch   7 Batch 1067/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7354, Loss: 0.3207
Epoch   7 Batch 1068/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7344, Loss: 0.3126
Epoch   7 Batch 1069/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7493, Loss: 0.2999
Epoch   7 Batch 1070/1077 - Train Accuracy: 0.7250, Validation Accuracy: 0.7532, Loss: 0.3257
Epoch   7 Batch 1071/1077 - Train Accuracy: 0.7324, Validation Accuracy: 0.7319, Loss: 0.3157
Epoch   7 Batch 1072/1077 - Train Accuracy: 0.7481, Validation Accuracy: 0.7418, Loss: 0.3182
Epoch   7 Batch 1073/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7486, Loss: 0.3252
Epoch   7 Batch 1074/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7493, Loss: 0.3297
Epoch   7 Batch 1075/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7560, Loss: 0.3407
Epoch   8 Batch    1/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7571, Loss: 0.3120
Epoch   8 Batch    2/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7624, Loss: 0.3388
Epoch   8 Batch    3/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7653, Loss: 0.3088
Epoch   8 Batch    4/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7475, Loss: 0.3279
Epoch   8 Batch    5/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7528, Loss: 0.3287
Epoch   8 Batch    6/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7500, Loss: 0.3209
Epoch   8 Batch    7/1077 - Train Accuracy: 0.7109, Validation Accuracy: 0.7603, Loss: 0.3116
Epoch   8 Batch    8/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7603, Loss: 0.3049
Epoch   8 Batch    9/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7646, Loss: 0.3202
Epoch   8 Batch   10/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7543, Loss: 0.3154
Epoch   8 Batch   11/1077 - Train Accuracy: 0.7295, Validation Accuracy: 0.7326, Loss: 0.3273
Epoch   8 Batch   12/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7397, Loss: 0.3338
Epoch   8 Batch   13/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7429, Loss: 0.3086
Epoch   8 Batch   14/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7479, Loss: 0.2949
Epoch   8 Batch   15/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7436, Loss: 0.3048
Epoch   8 Batch   16/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7589, Loss: 0.3157
Epoch   8 Batch   17/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7564, Loss: 0.3139
Epoch   8 Batch   18/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7560, Loss: 0.3228
Epoch   8 Batch   19/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7550, Loss: 0.3078
Epoch   8 Batch   20/1077 - Train Accuracy: 0.7316, Validation Accuracy: 0.7536, Loss: 0.3049
Epoch   8 Batch   21/1077 - Train Accuracy: 0.7305, Validation Accuracy: 0.7518, Loss: 0.3460
Epoch   8 Batch   22/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7344, Loss: 0.3195
Epoch   8 Batch   23/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7298, Loss: 0.3158
Epoch   8 Batch   24/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7511, Loss: 0.3132
Epoch   8 Batch   25/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7550, Loss: 0.3043
Epoch   8 Batch   26/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7653, Loss: 0.3307
Epoch   8 Batch   27/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7599, Loss: 0.2930
Epoch   8 Batch   28/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7603, Loss: 0.3074
Epoch   8 Batch   29/1077 - Train Accuracy: 0.7715, Validation Accuracy: 0.7525, Loss: 0.3244
Epoch   8 Batch   30/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7543, Loss: 0.3150
Epoch   8 Batch   31/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7472, Loss: 0.3090
Epoch   8 Batch   32/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7482, Loss: 0.2923
Epoch   8 Batch   33/1077 - Train Accuracy: 0.7653, Validation Accuracy: 0.7475, Loss: 0.2966
Epoch   8 Batch   34/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7450, Loss: 0.3240
Epoch   8 Batch   35/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7521, Loss: 0.3125
Epoch   8 Batch   36/1077 - Train Accuracy: 0.7676, Validation Accuracy: 0.7521, Loss: 0.3275
Epoch   8 Batch   37/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7599, Loss: 0.3264
Epoch   8 Batch   38/1077 - Train Accuracy: 0.7175, Validation Accuracy: 0.7567, Loss: 0.3648
Epoch   8 Batch   39/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7578, Loss: 0.3308
Epoch   8 Batch   40/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7592, Loss: 0.3249
Epoch   8 Batch   41/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7550, Loss: 0.3188
Epoch   8 Batch   42/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7486, Loss: 0.3324
Epoch   8 Batch   43/1077 - Train Accuracy: 0.7759, Validation Accuracy: 0.7493, Loss: 0.3166
Epoch   8 Batch   44/1077 - Train Accuracy: 0.7903, Validation Accuracy: 0.7589, Loss: 0.3165
Epoch   8 Batch   45/1077 - Train Accuracy: 0.7789, Validation Accuracy: 0.7631, Loss: 0.3176
Epoch   8 Batch   46/1077 - Train Accuracy: 0.7262, Validation Accuracy: 0.7638, Loss: 0.3263
Epoch   8 Batch   47/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7656, Loss: 0.3036
Epoch   8 Batch   48/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7653, Loss: 0.3255
Epoch   8 Batch   49/1077 - Train Accuracy: 0.7541, Validation Accuracy: 0.7656, Loss: 0.3246
Epoch   8 Batch   50/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7617, Loss: 0.3166
Epoch   8 Batch   51/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7592, Loss: 0.2977
Epoch   8 Batch   52/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7628, Loss: 0.3248
Epoch   8 Batch   53/1077 - Train Accuracy: 0.7632, Validation Accuracy: 0.7713, Loss: 0.3166
Epoch   8 Batch   54/1077 - Train Accuracy: 0.7215, Validation Accuracy: 0.7710, Loss: 0.3493
Epoch   8 Batch   55/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7727, Loss: 0.2995
Epoch   8 Batch   56/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7660, Loss: 0.3077
Epoch   8 Batch   57/1077 - Train Accuracy: 0.7553, Validation Accuracy: 0.7646, Loss: 0.3015
Epoch   8 Batch   58/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7649, Loss: 0.3068
Epoch   8 Batch   59/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7521, Loss: 0.3233
Epoch   8 Batch   60/1077 - Train Accuracy: 0.7448, Validation Accuracy: 0.7500, Loss: 0.3057
Epoch   8 Batch   61/1077 - Train Accuracy: 0.7371, Validation Accuracy: 0.7422, Loss: 0.3418
Epoch   8 Batch   62/1077 - Train Accuracy: 0.7525, Validation Accuracy: 0.7674, Loss: 0.3420
Epoch   8 Batch   63/1077 - Train Accuracy: 0.7853, Validation Accuracy: 0.7678, Loss: 0.2988
Epoch   8 Batch   64/1077 - Train Accuracy: 0.7395, Validation Accuracy: 0.7663, Loss: 0.3034
Epoch   8 Batch   65/1077 - Train Accuracy: 0.7401, Validation Accuracy: 0.7660, Loss: 0.3227
Epoch   8 Batch   66/1077 - Train Accuracy: 0.7571, Validation Accuracy: 0.7599, Loss: 0.2961
Epoch   8 Batch   67/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7564, Loss: 0.3020
Epoch   8 Batch   68/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7493, Loss: 0.3248
Epoch   8 Batch   69/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7607, Loss: 0.3268
Epoch   8 Batch   70/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7667, Loss: 0.3299
Epoch   8 Batch   71/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7635, Loss: 0.2910
Epoch   8 Batch   72/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7670, Loss: 0.3178
Epoch   8 Batch   73/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7589, Loss: 0.3282
Epoch   8 Batch   74/1077 - Train Accuracy: 0.7667, Validation Accuracy: 0.7518, Loss: 0.2847
Epoch   8 Batch   75/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7504, Loss: 0.3388
Epoch   8 Batch   76/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7443, Loss: 0.2991
Epoch   8 Batch   77/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7653, Loss: 0.3109
Epoch   8 Batch   78/1077 - Train Accuracy: 0.7401, Validation Accuracy: 0.7628, Loss: 0.3208
Epoch   8 Batch   79/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7628, Loss: 0.3131
Epoch   8 Batch   80/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7688, Loss: 0.3174
Epoch   8 Batch   81/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7599, Loss: 0.3015
Epoch   8 Batch   82/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7553, Loss: 0.2813
Epoch   8 Batch   83/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7575, Loss: 0.3260
Epoch   8 Batch   84/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7610, Loss: 0.3133
Epoch   8 Batch   85/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7628, Loss: 0.3078
Epoch   8 Batch   86/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7720, Loss: 0.3084
Epoch   8 Batch   87/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.7646, Loss: 0.3327
Epoch   8 Batch   88/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7642, Loss: 0.3157
Epoch   8 Batch   89/1077 - Train Accuracy: 0.7348, Validation Accuracy: 0.7525, Loss: 0.3342
Epoch   8 Batch   90/1077 - Train Accuracy: 0.7359, Validation Accuracy: 0.7536, Loss: 0.3268
Epoch   8 Batch   91/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7536, Loss: 0.2743
Epoch   8 Batch   92/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7557, Loss: 0.3051
Epoch   8 Batch   93/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7543, Loss: 0.3229
Epoch   8 Batch   94/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7578, Loss: 0.2782
Epoch   8 Batch   95/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7660, Loss: 0.3096
Epoch   8 Batch   96/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7663, Loss: 0.2964
Epoch   8 Batch   97/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7589, Loss: 0.2978
Epoch   8 Batch   98/1077 - Train Accuracy: 0.7876, Validation Accuracy: 0.7617, Loss: 0.2937
Epoch   8 Batch   99/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7656, Loss: 0.3152
Epoch   8 Batch  100/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7717, Loss: 0.3036
Epoch   8 Batch  101/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7710, Loss: 0.3146
Epoch   8 Batch  102/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7717, Loss: 0.2913
Epoch   8 Batch  103/1077 - Train Accuracy: 0.7615, Validation Accuracy: 0.7685, Loss: 0.3518
Epoch   8 Batch  104/1077 - Train Accuracy: 0.7549, Validation Accuracy: 0.7642, Loss: 0.3363
Epoch   8 Batch  105/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7624, Loss: 0.3117
Epoch   8 Batch  106/1077 - Train Accuracy: 0.7907, Validation Accuracy: 0.7631, Loss: 0.3117
Epoch   8 Batch  107/1077 - Train Accuracy: 0.7563, Validation Accuracy: 0.7670, Loss: 0.3089
Epoch   8 Batch  108/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7699, Loss: 0.2838
Epoch   8 Batch  109/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7656, Loss: 0.3051
Epoch   8 Batch  110/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7631, Loss: 0.2936
Epoch   8 Batch  111/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7603, Loss: 0.3097
Epoch   8 Batch  112/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7514, Loss: 0.3001
Epoch   8 Batch  113/1077 - Train Accuracy: 0.7000, Validation Accuracy: 0.7528, Loss: 0.3374
Epoch   8 Batch  114/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.7571, Loss: 0.2894
Epoch   8 Batch  115/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7635, Loss: 0.3193
Epoch   8 Batch  116/1077 - Train Accuracy: 0.7223, Validation Accuracy: 0.7635, Loss: 0.3440
Epoch   8 Batch  117/1077 - Train Accuracy: 0.7289, Validation Accuracy: 0.7649, Loss: 0.3334
Epoch   8 Batch  118/1077 - Train Accuracy: 0.7253, Validation Accuracy: 0.7557, Loss: 0.3424
Epoch   8 Batch  119/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7582, Loss: 0.3203
Epoch   8 Batch  120/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7678, Loss: 0.3275
Epoch   8 Batch  121/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7717, Loss: 0.3202
Epoch   8 Batch  122/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7678, Loss: 0.2979
Epoch   8 Batch  123/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7628, Loss: 0.2849
Epoch   8 Batch  124/1077 - Train Accuracy: 0.7258, Validation Accuracy: 0.7706, Loss: 0.3273
Epoch   8 Batch  125/1077 - Train Accuracy: 0.7861, Validation Accuracy: 0.7706, Loss: 0.3066
Epoch   8 Batch  126/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7685, Loss: 0.3026
Epoch   8 Batch  127/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7685, Loss: 0.2952
Epoch   8 Batch  128/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7674, Loss: 0.2905
Epoch   8 Batch  129/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7752, Loss: 0.3067
Epoch   8 Batch  130/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7596, Loss: 0.2858
Epoch   8 Batch  131/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7702, Loss: 0.3079
Epoch   8 Batch  132/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7607, Loss: 0.3229
Epoch   8 Batch  133/1077 - Train Accuracy: 0.7360, Validation Accuracy: 0.7656, Loss: 0.3161
Epoch   8 Batch  134/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7578, Loss: 0.2842
Epoch   8 Batch  135/1077 - Train Accuracy: 0.7870, Validation Accuracy: 0.7614, Loss: 0.3125
Epoch   8 Batch  136/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7628, Loss: 0.2996
Epoch   8 Batch  137/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7585, Loss: 0.2858
Epoch   8 Batch  138/1077 - Train Accuracy: 0.7480, Validation Accuracy: 0.7536, Loss: 0.3118
Epoch   8 Batch  139/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7543, Loss: 0.3063
Epoch   8 Batch  140/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7592, Loss: 0.3167
Epoch   8 Batch  141/1077 - Train Accuracy: 0.7145, Validation Accuracy: 0.7624, Loss: 0.3194
Epoch   8 Batch  142/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7571, Loss: 0.2927
Epoch   8 Batch  143/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7560, Loss: 0.3088
Epoch   8 Batch  144/1077 - Train Accuracy: 0.7393, Validation Accuracy: 0.7479, Loss: 0.3411
Epoch   8 Batch  145/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7486, Loss: 0.3155
Epoch   8 Batch  146/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7461, Loss: 0.3288
Epoch   8 Batch  147/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7454, Loss: 0.3256
Epoch   8 Batch  148/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7560, Loss: 0.3022
Epoch   8 Batch  149/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7482, Loss: 0.2962
Epoch   8 Batch  150/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7454, Loss: 0.3001
Epoch   8 Batch  151/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7436, Loss: 0.2914
Epoch   8 Batch  152/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7450, Loss: 0.3237
Epoch   8 Batch  153/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7553, Loss: 0.3130
Epoch   8 Batch  154/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7525, Loss: 0.3225
Epoch   8 Batch  155/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7514, Loss: 0.3103
Epoch   8 Batch  156/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7550, Loss: 0.2985
Epoch   8 Batch  157/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7571, Loss: 0.3079
Epoch   8 Batch  158/1077 - Train Accuracy: 0.7705, Validation Accuracy: 0.7532, Loss: 0.2999
Epoch   8 Batch  159/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7603, Loss: 0.2929
Epoch   8 Batch  160/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7614, Loss: 0.3070
Epoch   8 Batch  161/1077 - Train Accuracy: 0.7285, Validation Accuracy: 0.7592, Loss: 0.3003
Epoch   8 Batch  162/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7493, Loss: 0.3492
Epoch   8 Batch  163/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7479, Loss: 0.3268
Epoch   8 Batch  164/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7429, Loss: 0.3026
Epoch   8 Batch  165/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7479, Loss: 0.3185
Epoch   8 Batch  166/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7653, Loss: 0.3007
Epoch   8 Batch  167/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7663, Loss: 0.3160
Epoch   8 Batch  168/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7614, Loss: 0.3327
Epoch   8 Batch  169/1077 - Train Accuracy: 0.7731, Validation Accuracy: 0.7631, Loss: 0.2945
Epoch   8 Batch  170/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7603, Loss: 0.3281
Epoch   8 Batch  171/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7472, Loss: 0.2843
Epoch   8 Batch  172/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7425, Loss: 0.2853
Epoch   8 Batch  173/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7369, Loss: 0.3303
Epoch   8 Batch  174/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7386, Loss: 0.3142
Epoch   8 Batch  175/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7596, Loss: 0.2990
Epoch   8 Batch  176/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7592, Loss: 0.3246
Epoch   8 Batch  177/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7660, Loss: 0.3175
Epoch   8 Batch  178/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7489, Loss: 0.2986
Epoch   8 Batch  179/1077 - Train Accuracy: 0.7911, Validation Accuracy: 0.7369, Loss: 0.3177
Epoch   8 Batch  180/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7482, Loss: 0.3032
Epoch   8 Batch  181/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7585, Loss: 0.3063
Epoch   8 Batch  182/1077 - Train Accuracy: 0.7429, Validation Accuracy: 0.7596, Loss: 0.3210
Epoch   8 Batch  183/1077 - Train Accuracy: 0.7340, Validation Accuracy: 0.7536, Loss: 0.3162
Epoch   8 Batch  184/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7482, Loss: 0.2941
Epoch   8 Batch  185/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7500, Loss: 0.3065
Epoch   8 Batch  186/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7383, Loss: 0.3023
Epoch   8 Batch  187/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7418, Loss: 0.3070
Epoch   8 Batch  188/1077 - Train Accuracy: 0.7516, Validation Accuracy: 0.7464, Loss: 0.3148
Epoch   8 Batch  189/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7528, Loss: 0.3072
Epoch   8 Batch  190/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7567, Loss: 0.3064
Epoch   8 Batch  191/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7532, Loss: 0.2838
Epoch   8 Batch  192/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7578, Loss: 0.3208
Epoch   8 Batch  193/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7649, Loss: 0.2930
Epoch   8 Batch  194/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7628, Loss: 0.3000
Epoch   8 Batch  195/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7582, Loss: 0.3085
Epoch   8 Batch  196/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7596, Loss: 0.2973
Epoch   8 Batch  197/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7610, Loss: 0.3068
Epoch   8 Batch  198/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7575, Loss: 0.2999
Epoch   8 Batch  199/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7560, Loss: 0.2795
Epoch   8 Batch  200/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7546, Loss: 0.3112
Epoch   8 Batch  201/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7631, Loss: 0.2853
Epoch   8 Batch  202/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7603, Loss: 0.3006
Epoch   8 Batch  203/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7518, Loss: 0.3007
Epoch   8 Batch  204/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7486, Loss: 0.3274
Epoch   8 Batch  205/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7567, Loss: 0.3000
Epoch   8 Batch  206/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7599, Loss: 0.2966
Epoch   8 Batch  207/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7589, Loss: 0.2954
Epoch   8 Batch  208/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7589, Loss: 0.2882
Epoch   8 Batch  209/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7571, Loss: 0.2812
Epoch   8 Batch  210/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7443, Loss: 0.2914
Epoch   8 Batch  211/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7393, Loss: 0.3010
Epoch   8 Batch  212/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7340, Loss: 0.2777
Epoch   8 Batch  213/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7464, Loss: 0.2843
Epoch   8 Batch  214/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7500, Loss: 0.3045
Epoch   8 Batch  215/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7493, Loss: 0.3252
Epoch   8 Batch  216/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7450, Loss: 0.3145
Epoch   8 Batch  217/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7372, Loss: 0.2893
Epoch   8 Batch  218/1077 - Train Accuracy: 0.7504, Validation Accuracy: 0.7408, Loss: 0.3280
Epoch   8 Batch  219/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7571, Loss: 0.2932
Epoch   8 Batch  220/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7536, Loss: 0.3086
Epoch   8 Batch  221/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7631, Loss: 0.3053
Epoch   8 Batch  222/1077 - Train Accuracy: 0.7238, Validation Accuracy: 0.7699, Loss: 0.3131
Epoch   8 Batch  223/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7795, Loss: 0.2863
Epoch   8 Batch  224/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7724, Loss: 0.3082
Epoch   8 Batch  225/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7727, Loss: 0.3049
Epoch   8 Batch  226/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7702, Loss: 0.3002
Epoch   8 Batch  227/1077 - Train Accuracy: 0.7137, Validation Accuracy: 0.7741, Loss: 0.3230
Epoch   8 Batch  228/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7713, Loss: 0.2880
Epoch   8 Batch  229/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7592, Loss: 0.2951
Epoch   8 Batch  230/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7635, Loss: 0.2821
Epoch   8 Batch  231/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7670, Loss: 0.3179
Epoch   8 Batch  232/1077 - Train Accuracy: 0.7780, Validation Accuracy: 0.7589, Loss: 0.3158
Epoch   8 Batch  233/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7731, Loss: 0.3100
Epoch   8 Batch  234/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7777, Loss: 0.3083
Epoch   8 Batch  235/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7670, Loss: 0.2816
Epoch   8 Batch  236/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7692, Loss: 0.3109
Epoch   8 Batch  237/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7681, Loss: 0.2761
Epoch   8 Batch  238/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7653, Loss: 0.2963
Epoch   8 Batch  239/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7610, Loss: 0.2746
Epoch   8 Batch  240/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7592, Loss: 0.2829
Epoch   8 Batch  241/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7646, Loss: 0.2734
Epoch   8 Batch  242/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7585, Loss: 0.2855
Epoch   8 Batch  243/1077 - Train Accuracy: 0.7352, Validation Accuracy: 0.7653, Loss: 0.3278
Epoch   8 Batch  244/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7720, Loss: 0.2888
Epoch   8 Batch  245/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7688, Loss: 0.2839
Epoch   8 Batch  246/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7670, Loss: 0.2882
Epoch   8 Batch  247/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7681, Loss: 0.2888
Epoch   8 Batch  248/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7670, Loss: 0.2882
Epoch   8 Batch  249/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7543, Loss: 0.2866
Epoch   8 Batch  250/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7543, Loss: 0.2868
Epoch   8 Batch  251/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7564, Loss: 0.3029
Epoch   8 Batch  252/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7525, Loss: 0.2869
Epoch   8 Batch  253/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7567, Loss: 0.2785
Epoch   8 Batch  254/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7567, Loss: 0.2975
Epoch   8 Batch  255/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7504, Loss: 0.2930
Epoch   8 Batch  256/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7543, Loss: 0.3337
Epoch   8 Batch  257/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7553, Loss: 0.2963
Epoch   8 Batch  258/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7567, Loss: 0.2776
Epoch   8 Batch  259/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7557, Loss: 0.2947
Epoch   8 Batch  260/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7546, Loss: 0.2909
Epoch   8 Batch  261/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7525, Loss: 0.2895
Epoch   8 Batch  262/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7564, Loss: 0.2910
Epoch   8 Batch  263/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7575, Loss: 0.2922
Epoch   8 Batch  264/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7518, Loss: 0.3201
Epoch   8 Batch  265/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7539, Loss: 0.3007
Epoch   8 Batch  266/1077 - Train Accuracy: 0.7507, Validation Accuracy: 0.7585, Loss: 0.3030
Epoch   8 Batch  267/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7603, Loss: 0.2796
Epoch   8 Batch  268/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7610, Loss: 0.3123
Epoch   8 Batch  269/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7621, Loss: 0.3129
Epoch   8 Batch  270/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.7610, Loss: 0.3192
Epoch   8 Batch  271/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7401, Loss: 0.2815
Epoch   8 Batch  272/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7433, Loss: 0.3374
Epoch   8 Batch  273/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7457, Loss: 0.2943
Epoch   8 Batch  274/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7493, Loss: 0.2945
Epoch   8 Batch  275/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7518, Loss: 0.2836
Epoch   8 Batch  276/1077 - Train Accuracy: 0.7332, Validation Accuracy: 0.7539, Loss: 0.3171
Epoch   8 Batch  277/1077 - Train Accuracy: 0.7749, Validation Accuracy: 0.7511, Loss: 0.2748
Epoch   8 Batch  278/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7567, Loss: 0.3277
Epoch   8 Batch  279/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7575, Loss: 0.3567
Epoch   8 Batch  280/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7624, Loss: 0.3023
Epoch   8 Batch  281/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7638, Loss: 0.3073
Epoch   8 Batch  282/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7599, Loss: 0.3181
Epoch   8 Batch  283/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7599, Loss: 0.2914
Epoch   8 Batch  284/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7713, Loss: 0.3217
Epoch   8 Batch  285/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7798, Loss: 0.2818
Epoch   8 Batch  286/1077 - Train Accuracy: 0.7861, Validation Accuracy: 0.7702, Loss: 0.2810
Epoch   8 Batch  287/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7759, Loss: 0.2946
Epoch   8 Batch  288/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7770, Loss: 0.3265
Epoch   8 Batch  289/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7805, Loss: 0.3052
Epoch   8 Batch  290/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7862, Loss: 0.3221
Epoch   8 Batch  291/1077 - Train Accuracy: 0.8032, Validation Accuracy: 0.7852, Loss: 0.2996
Epoch   8 Batch  292/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.7756, Loss: 0.2959
Epoch   8 Batch  293/1077 - Train Accuracy: 0.7398, Validation Accuracy: 0.7670, Loss: 0.3266
Epoch   8 Batch  294/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7621, Loss: 0.2767
Epoch   8 Batch  295/1077 - Train Accuracy: 0.7636, Validation Accuracy: 0.7646, Loss: 0.3076
Epoch   8 Batch  296/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7660, Loss: 0.2833
Epoch   8 Batch  297/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7589, Loss: 0.3170
Epoch   8 Batch  298/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7511, Loss: 0.3146
Epoch   8 Batch  299/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7543, Loss: 0.2871
Epoch   8 Batch  300/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7610, Loss: 0.2922
Epoch   8 Batch  301/1077 - Train Accuracy: 0.7688, Validation Accuracy: 0.7670, Loss: 0.2975
Epoch   8 Batch  302/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7674, Loss: 0.2993
Epoch   8 Batch  303/1077 - Train Accuracy: 0.7609, Validation Accuracy: 0.7695, Loss: 0.3126
Epoch   8 Batch  304/1077 - Train Accuracy: 0.7671, Validation Accuracy: 0.7724, Loss: 0.2823
Epoch   8 Batch  305/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7805, Loss: 0.3023
Epoch   8 Batch  306/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7670, Loss: 0.2998
Epoch   8 Batch  307/1077 - Train Accuracy: 0.7362, Validation Accuracy: 0.7653, Loss: 0.2960
Epoch   8 Batch  308/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7759, Loss: 0.3179
Epoch   8 Batch  309/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7759, Loss: 0.2764
Epoch   8 Batch  310/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7759, Loss: 0.3026
Epoch   8 Batch  311/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.7759, Loss: 0.2839
Epoch   8 Batch  312/1077 - Train Accuracy: 0.7328, Validation Accuracy: 0.7756, Loss: 0.3289
Epoch   8 Batch  313/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7773, Loss: 0.2848
Epoch   8 Batch  314/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7798, Loss: 0.2969
Epoch   8 Batch  315/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7862, Loss: 0.2747
Epoch   8 Batch  316/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7827, Loss: 0.2819
Epoch   8 Batch  317/1077 - Train Accuracy: 0.7825, Validation Accuracy: 0.7837, Loss: 0.3229
Epoch   8 Batch  318/1077 - Train Accuracy: 0.7543, Validation Accuracy: 0.7770, Loss: 0.3087
Epoch   8 Batch  319/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7773, Loss: 0.3148
Epoch   8 Batch  320/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7777, Loss: 0.3132
Epoch   8 Batch  321/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7756, Loss: 0.3000
Epoch   8 Batch  322/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7759, Loss: 0.2826
Epoch   8 Batch  323/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7699, Loss: 0.2946
Epoch   8 Batch  324/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7770, Loss: 0.2967
Epoch   8 Batch  325/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7781, Loss: 0.2775
Epoch   8 Batch  326/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.7727, Loss: 0.2782
Epoch   8 Batch  327/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7663, Loss: 0.3241
Epoch   8 Batch  328/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7599, Loss: 0.3015
Epoch   8 Batch  329/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7621, Loss: 0.3139
Epoch   8 Batch  330/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7614, Loss: 0.2871
Epoch   8 Batch  331/1077 - Train Accuracy: 0.7627, Validation Accuracy: 0.7518, Loss: 0.3011
Epoch   8 Batch  332/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7468, Loss: 0.2632
Epoch   8 Batch  333/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7425, Loss: 0.3000
Epoch   8 Batch  334/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7433, Loss: 0.2911
Epoch   8 Batch  335/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7457, Loss: 0.2829
Epoch   8 Batch  336/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7315, Loss: 0.3098
Epoch   8 Batch  337/1077 - Train Accuracy: 0.7508, Validation Accuracy: 0.7422, Loss: 0.3217
Epoch   8 Batch  338/1077 - Train Accuracy: 0.7492, Validation Accuracy: 0.7582, Loss: 0.3229
Epoch   8 Batch  339/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7578, Loss: 0.2905
Epoch   8 Batch  340/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7560, Loss: 0.2936
Epoch   8 Batch  341/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7596, Loss: 0.3312
Epoch   8 Batch  342/1077 - Train Accuracy: 0.7437, Validation Accuracy: 0.7585, Loss: 0.2921
Epoch   8 Batch  343/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7525, Loss: 0.3120
Epoch   8 Batch  344/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7532, Loss: 0.2918
Epoch   8 Batch  345/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7493, Loss: 0.2930
Epoch   8 Batch  346/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7464, Loss: 0.2980
Epoch   8 Batch  347/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7354, Loss: 0.2673
Epoch   8 Batch  348/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7401, Loss: 0.2853
Epoch   8 Batch  349/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7475, Loss: 0.2874
Epoch   8 Batch  350/1077 - Train Accuracy: 0.7645, Validation Accuracy: 0.7546, Loss: 0.2925
Epoch   8 Batch  351/1077 - Train Accuracy: 0.7521, Validation Accuracy: 0.7560, Loss: 0.3150
Epoch   8 Batch  352/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7550, Loss: 0.3095
Epoch   8 Batch  353/1077 - Train Accuracy: 0.7607, Validation Accuracy: 0.7617, Loss: 0.3250
Epoch   8 Batch  354/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7681, Loss: 0.3186
Epoch   8 Batch  355/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7617, Loss: 0.2913
Epoch   8 Batch  356/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7638, Loss: 0.2928
Epoch   8 Batch  357/1077 - Train Accuracy: 0.7533, Validation Accuracy: 0.7475, Loss: 0.2815
Epoch   8 Batch  358/1077 - Train Accuracy: 0.7381, Validation Accuracy: 0.7475, Loss: 0.3173
Epoch   8 Batch  359/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7596, Loss: 0.2980
Epoch   8 Batch  360/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7536, Loss: 0.2868
Epoch   8 Batch  361/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7567, Loss: 0.3014
Epoch   8 Batch  362/1077 - Train Accuracy: 0.7653, Validation Accuracy: 0.7543, Loss: 0.2868
Epoch   8 Batch  363/1077 - Train Accuracy: 0.7523, Validation Accuracy: 0.7504, Loss: 0.3173
Epoch   8 Batch  364/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7649, Loss: 0.3045
Epoch   8 Batch  365/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7610, Loss: 0.2899
Epoch   8 Batch  366/1077 - Train Accuracy: 0.7539, Validation Accuracy: 0.7667, Loss: 0.2967
Epoch   8 Batch  367/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7656, Loss: 0.2540
Epoch   8 Batch  368/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7617, Loss: 0.2966
Epoch   8 Batch  369/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7638, Loss: 0.2866
Epoch   8 Batch  370/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7635, Loss: 0.2823
Epoch   8 Batch  371/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7617, Loss: 0.2824
Epoch   8 Batch  372/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7692, Loss: 0.2822
Epoch   8 Batch  373/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7724, Loss: 0.2786
Epoch   8 Batch  374/1077 - Train Accuracy: 0.7547, Validation Accuracy: 0.7710, Loss: 0.3091
Epoch   8 Batch  375/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7727, Loss: 0.2727
Epoch   8 Batch  376/1077 - Train Accuracy: 0.7763, Validation Accuracy: 0.7731, Loss: 0.2774
Epoch   8 Batch  377/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7578, Loss: 0.3009
Epoch   8 Batch  378/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7628, Loss: 0.2754
Epoch   8 Batch  379/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7702, Loss: 0.3048
Epoch   8 Batch  380/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7614, Loss: 0.2773
Epoch   8 Batch  381/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7560, Loss: 0.3072
Epoch   8 Batch  382/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7635, Loss: 0.3129
Epoch   8 Batch  383/1077 - Train Accuracy: 0.7604, Validation Accuracy: 0.7660, Loss: 0.2924
Epoch   8 Batch  384/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7614, Loss: 0.2866
Epoch   8 Batch  385/1077 - Train Accuracy: 0.7664, Validation Accuracy: 0.7685, Loss: 0.2953
Epoch   8 Batch  386/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7734, Loss: 0.2868
Epoch   8 Batch  387/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7738, Loss: 0.2775
Epoch   8 Batch  388/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.7681, Loss: 0.3139
Epoch   8 Batch  389/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7624, Loss: 0.2928
Epoch   8 Batch  390/1077 - Train Accuracy: 0.7230, Validation Accuracy: 0.7678, Loss: 0.3277
Epoch   8 Batch  391/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.7759, Loss: 0.2882
Epoch   8 Batch  392/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7660, Loss: 0.2782
Epoch   8 Batch  393/1077 - Train Accuracy: 0.7786, Validation Accuracy: 0.7621, Loss: 0.2885
Epoch   8 Batch  394/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7610, Loss: 0.3120
Epoch   8 Batch  395/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7646, Loss: 0.2818
Epoch   8 Batch  396/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7589, Loss: 0.2988
Epoch   8 Batch  397/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7731, Loss: 0.3017
Epoch   8 Batch  398/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7635, Loss: 0.2952
Epoch   8 Batch  399/1077 - Train Accuracy: 0.7344, Validation Accuracy: 0.7642, Loss: 0.3051
Epoch   8 Batch  400/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7670, Loss: 0.2997
Epoch   8 Batch  401/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7649, Loss: 0.2880
Epoch   8 Batch  402/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7617, Loss: 0.2786
Epoch   8 Batch  403/1077 - Train Accuracy: 0.7422, Validation Accuracy: 0.7763, Loss: 0.3019
Epoch   8 Batch  404/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7653, Loss: 0.2871
Epoch   8 Batch  405/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7681, Loss: 0.3168
Epoch   8 Batch  406/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7656, Loss: 0.2776
Epoch   8 Batch  407/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7624, Loss: 0.3069
Epoch   8 Batch  408/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7759, Loss: 0.3004
Epoch   8 Batch  409/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7759, Loss: 0.3054
Epoch   8 Batch  410/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7741, Loss: 0.3078
Epoch   8 Batch  411/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7749, Loss: 0.2836
Epoch   8 Batch  412/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7649, Loss: 0.2769
Epoch   8 Batch  413/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7930, Loss: 0.2844
Epoch   8 Batch  414/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7830, Loss: 0.3137
Epoch   8 Batch  415/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7795, Loss: 0.2898
Epoch   8 Batch  416/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7695, Loss: 0.2889
Epoch   8 Batch  417/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7663, Loss: 0.2977
Epoch   8 Batch  418/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.7777, Loss: 0.2886
Epoch   8 Batch  419/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7720, Loss: 0.2949
Epoch   8 Batch  420/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7809, Loss: 0.2776
Epoch   8 Batch  421/1077 - Train Accuracy: 0.7648, Validation Accuracy: 0.7795, Loss: 0.3047
Epoch   8 Batch  422/1077 - Train Accuracy: 0.7489, Validation Accuracy: 0.7848, Loss: 0.2838
Epoch   8 Batch  423/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7816, Loss: 0.2939
Epoch   8 Batch  424/1077 - Train Accuracy: 0.7449, Validation Accuracy: 0.7681, Loss: 0.3047
Epoch   8 Batch  425/1077 - Train Accuracy: 0.7920, Validation Accuracy: 0.7681, Loss: 0.2799
Epoch   8 Batch  426/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7596, Loss: 0.2999
Epoch   8 Batch  427/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7536, Loss: 0.2782
Epoch   8 Batch  428/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7578, Loss: 0.2616
Epoch   8 Batch  429/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7514, Loss: 0.2852
Epoch   8 Batch  430/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7525, Loss: 0.2921
Epoch   8 Batch  431/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7646, Loss: 0.3010
Epoch   8 Batch  432/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7653, Loss: 0.2833
Epoch   8 Batch  433/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7667, Loss: 0.3067
Epoch   8 Batch  434/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7585, Loss: 0.2965
Epoch   8 Batch  435/1077 - Train Accuracy: 0.8146, Validation Accuracy: 0.7720, Loss: 0.3075
Epoch   8 Batch  436/1077 - Train Accuracy: 0.7894, Validation Accuracy: 0.7695, Loss: 0.2780
Epoch   8 Batch  437/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7635, Loss: 0.3052
Epoch   8 Batch  438/1077 - Train Accuracy: 0.7445, Validation Accuracy: 0.7660, Loss: 0.2914
Epoch   8 Batch  439/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7695, Loss: 0.3152
Epoch   8 Batch  440/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7607, Loss: 0.3070
Epoch   8 Batch  441/1077 - Train Accuracy: 0.7520, Validation Accuracy: 0.7514, Loss: 0.2758
Epoch   8 Batch  442/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7560, Loss: 0.2798
Epoch   8 Batch  443/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7383, Loss: 0.2740
Epoch   8 Batch  444/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7443, Loss: 0.2866
Epoch   8 Batch  445/1077 - Train Accuracy: 0.7475, Validation Accuracy: 0.7528, Loss: 0.2955
Epoch   8 Batch  446/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7557, Loss: 0.2718
Epoch   8 Batch  447/1077 - Train Accuracy: 0.7473, Validation Accuracy: 0.7543, Loss: 0.3063
Epoch   8 Batch  448/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7543, Loss: 0.2933
Epoch   8 Batch  449/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7607, Loss: 0.3160
Epoch   8 Batch  450/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7706, Loss: 0.2770
Epoch   8 Batch  451/1077 - Train Accuracy: 0.8103, Validation Accuracy: 0.7638, Loss: 0.2645
Epoch   8 Batch  452/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7710, Loss: 0.2943
Epoch   8 Batch  453/1077 - Train Accuracy: 0.7604, Validation Accuracy: 0.7649, Loss: 0.2821
Epoch   8 Batch  454/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7546, Loss: 0.3131
Epoch   8 Batch  455/1077 - Train Accuracy: 0.7688, Validation Accuracy: 0.7493, Loss: 0.2806
Epoch   8 Batch  456/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7578, Loss: 0.2897
Epoch   8 Batch  457/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7617, Loss: 0.2794
Epoch   8 Batch  458/1077 - Train Accuracy: 0.7336, Validation Accuracy: 0.7766, Loss: 0.3043
Epoch   8 Batch  459/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7649, Loss: 0.2693
Epoch   8 Batch  460/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7617, Loss: 0.3020
Epoch   8 Batch  461/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7592, Loss: 0.2948
Epoch   8 Batch  462/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7560, Loss: 0.2939
Epoch   8 Batch  463/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7560, Loss: 0.3067
Epoch   8 Batch  464/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7525, Loss: 0.2842
Epoch   8 Batch  465/1077 - Train Accuracy: 0.7447, Validation Accuracy: 0.7614, Loss: 0.3437
Epoch   8 Batch  466/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.7631, Loss: 0.2956
Epoch   8 Batch  467/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7692, Loss: 0.2826
Epoch   8 Batch  468/1077 - Train Accuracy: 0.7987, Validation Accuracy: 0.7614, Loss: 0.2908
Epoch   8 Batch  469/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7592, Loss: 0.3127
Epoch   8 Batch  470/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7532, Loss: 0.3117
Epoch   8 Batch  471/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7546, Loss: 0.2818
Epoch   8 Batch  472/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7670, Loss: 0.2669
Epoch   8 Batch  473/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7706, Loss: 0.2943
Epoch   8 Batch  474/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7717, Loss: 0.3079
Epoch   8 Batch  475/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7770, Loss: 0.2908
Epoch   8 Batch  476/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7745, Loss: 0.2784
Epoch   8 Batch  477/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.7656, Loss: 0.2768
Epoch   8 Batch  478/1077 - Train Accuracy: 0.7817, Validation Accuracy: 0.7596, Loss: 0.3144
Epoch   8 Batch  479/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7805, Loss: 0.3064
Epoch   8 Batch  480/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7717, Loss: 0.2867
Epoch   8 Batch  481/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7724, Loss: 0.2914
Epoch   8 Batch  482/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7695, Loss: 0.3108
Epoch   8 Batch  483/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7653, Loss: 0.3033
Epoch   8 Batch  484/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7678, Loss: 0.2881
Epoch   8 Batch  485/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7766, Loss: 0.3035
Epoch   8 Batch  486/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7781, Loss: 0.2845
Epoch   8 Batch  487/1077 - Train Accuracy: 0.7940, Validation Accuracy: 0.7852, Loss: 0.2975
Epoch   8 Batch  488/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7876, Loss: 0.2875
Epoch   8 Batch  489/1077 - Train Accuracy: 0.7712, Validation Accuracy: 0.7717, Loss: 0.2810
Epoch   8 Batch  490/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7656, Loss: 0.3007
Epoch   8 Batch  491/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7638, Loss: 0.2938
Epoch   8 Batch  492/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7738, Loss: 0.3003
Epoch   8 Batch  493/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.7795, Loss: 0.2645
Epoch   8 Batch  494/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7852, Loss: 0.2792
Epoch   8 Batch  495/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7866, Loss: 0.2823
Epoch   8 Batch  496/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7638, Loss: 0.2908
Epoch   8 Batch  497/1077 - Train Accuracy: 0.7841, Validation Accuracy: 0.7717, Loss: 0.3068
Epoch   8 Batch  498/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7987, Loss: 0.2811
Epoch   8 Batch  499/1077 - Train Accuracy: 0.7307, Validation Accuracy: 0.7894, Loss: 0.2785
Epoch   8 Batch  500/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7759, Loss: 0.2758
Epoch   8 Batch  501/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7717, Loss: 0.2860
Epoch   8 Batch  502/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7656, Loss: 0.2883
Epoch   8 Batch  503/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7713, Loss: 0.2833
Epoch   8 Batch  504/1077 - Train Accuracy: 0.7789, Validation Accuracy: 0.7692, Loss: 0.2994
Epoch   8 Batch  505/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7695, Loss: 0.2578
Epoch   8 Batch  506/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7670, Loss: 0.2973
Epoch   8 Batch  507/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7638, Loss: 0.2876
Epoch   8 Batch  508/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7688, Loss: 0.2849
Epoch   8 Batch  509/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7695, Loss: 0.3061
Epoch   8 Batch  510/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7670, Loss: 0.2791
Epoch   8 Batch  511/1077 - Train Accuracy: 0.7681, Validation Accuracy: 0.7752, Loss: 0.2884
Epoch   8 Batch  512/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.7802, Loss: 0.2789
Epoch   8 Batch  513/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7795, Loss: 0.2835
Epoch   8 Batch  514/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7713, Loss: 0.2862
Epoch   8 Batch  515/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7695, Loss: 0.3133
Epoch   8 Batch  516/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7674, Loss: 0.2536
Epoch   8 Batch  517/1077 - Train Accuracy: 0.7853, Validation Accuracy: 0.7692, Loss: 0.2890
Epoch   8 Batch  518/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7734, Loss: 0.2669
Epoch   8 Batch  519/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7844, Loss: 0.2865
Epoch   8 Batch  520/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7589, Loss: 0.2592
Epoch   8 Batch  521/1077 - Train Accuracy: 0.7630, Validation Accuracy: 0.7589, Loss: 0.2762
Epoch   8 Batch  522/1077 - Train Accuracy: 0.7195, Validation Accuracy: 0.7727, Loss: 0.3182
Epoch   8 Batch  523/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7653, Loss: 0.2895
Epoch   8 Batch  524/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7720, Loss: 0.2977
Epoch   8 Batch  525/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7663, Loss: 0.2807
Epoch   8 Batch  526/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7553, Loss: 0.2797
Epoch   8 Batch  527/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7710, Loss: 0.2899
Epoch   8 Batch  528/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7699, Loss: 0.2780
Epoch   8 Batch  529/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7685, Loss: 0.2739
Epoch   8 Batch  530/1077 - Train Accuracy: 0.7680, Validation Accuracy: 0.7749, Loss: 0.2988
Epoch   8 Batch  531/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7791, Loss: 0.2776
Epoch   8 Batch  532/1077 - Train Accuracy: 0.7430, Validation Accuracy: 0.7749, Loss: 0.3288
Epoch   8 Batch  533/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7635, Loss: 0.2980
Epoch   8 Batch  534/1077 - Train Accuracy: 0.7552, Validation Accuracy: 0.7646, Loss: 0.2924
Epoch   8 Batch  535/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7642, Loss: 0.2810
Epoch   8 Batch  536/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7557, Loss: 0.2755
Epoch   8 Batch  537/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7482, Loss: 0.2973
Epoch   8 Batch  538/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7536, Loss: 0.2693
Epoch   8 Batch  539/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7585, Loss: 0.2938
Epoch   8 Batch  540/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7617, Loss: 0.2624
Epoch   8 Batch  541/1077 - Train Accuracy: 0.7602, Validation Accuracy: 0.7582, Loss: 0.2904
Epoch   8 Batch  542/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7631, Loss: 0.2793
Epoch   8 Batch  543/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7777, Loss: 0.2770
Epoch   8 Batch  544/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7649, Loss: 0.2816
Epoch   8 Batch  545/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7702, Loss: 0.3116
Epoch   8 Batch  546/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7660, Loss: 0.3015
Epoch   8 Batch  547/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7681, Loss: 0.2716
Epoch   8 Batch  548/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7727, Loss: 0.2840
Epoch   8 Batch  549/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7720, Loss: 0.3040
Epoch   8 Batch  550/1077 - Train Accuracy: 0.7477, Validation Accuracy: 0.7724, Loss: 0.3103
Epoch   8 Batch  551/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7717, Loss: 0.2967
Epoch   8 Batch  552/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7702, Loss: 0.2914
Epoch   8 Batch  553/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7773, Loss: 0.2870
Epoch   8 Batch  554/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7681, Loss: 0.3014
Epoch   8 Batch  555/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7752, Loss: 0.2897
Epoch   8 Batch  556/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7660, Loss: 0.2831
Epoch   8 Batch  557/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7663, Loss: 0.2818
Epoch   8 Batch  558/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7695, Loss: 0.2759
Epoch   8 Batch  559/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7773, Loss: 0.2868
Epoch   8 Batch  560/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7763, Loss: 0.2705
Epoch   8 Batch  561/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7788, Loss: 0.2793
Epoch   8 Batch  562/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.7770, Loss: 0.2627
Epoch   8 Batch  563/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7752, Loss: 0.3083
Epoch   8 Batch  564/1077 - Train Accuracy: 0.7993, Validation Accuracy: 0.7781, Loss: 0.3041
Epoch   8 Batch  565/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7812, Loss: 0.2931
Epoch   8 Batch  566/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7788, Loss: 0.3032
Epoch   8 Batch  567/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7859, Loss: 0.2859
Epoch   8 Batch  568/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7752, Loss: 0.2744
Epoch   8 Batch  569/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7727, Loss: 0.2976
Epoch   8 Batch  570/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.7596, Loss: 0.3007
Epoch   8 Batch  571/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7660, Loss: 0.2697
Epoch   8 Batch  572/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7766, Loss: 0.2608
Epoch   8 Batch  573/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7848, Loss: 0.3031
Epoch   8 Batch  574/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7791, Loss: 0.2939
Epoch   8 Batch  575/1077 - Train Accuracy: 0.7943, Validation Accuracy: 0.7738, Loss: 0.2855
Epoch   8 Batch  576/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7734, Loss: 0.2942
Epoch   8 Batch  577/1077 - Train Accuracy: 0.7771, Validation Accuracy: 0.7812, Loss: 0.2982
Epoch   8 Batch  578/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7869, Loss: 0.2862
Epoch   8 Batch  579/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7656, Loss: 0.2812
Epoch   8 Batch  580/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7678, Loss: 0.2740
Epoch   8 Batch  581/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7720, Loss: 0.2770
Epoch   8 Batch  582/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7844, Loss: 0.2699
Epoch   8 Batch  583/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7667, Loss: 0.3114
Epoch   8 Batch  584/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7738, Loss: 0.2972
Epoch   8 Batch  585/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7795, Loss: 0.2700
Epoch   8 Batch  586/1077 - Train Accuracy: 0.7644, Validation Accuracy: 0.7791, Loss: 0.2959
Epoch   8 Batch  587/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7610, Loss: 0.2743
Epoch   8 Batch  588/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7688, Loss: 0.2854
Epoch   8 Batch  589/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7734, Loss: 0.2878
Epoch   8 Batch  590/1077 - Train Accuracy: 0.7368, Validation Accuracy: 0.7667, Loss: 0.3107
Epoch   8 Batch  591/1077 - Train Accuracy: 0.7919, Validation Accuracy: 0.7642, Loss: 0.2622
Epoch   8 Batch  592/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7688, Loss: 0.2914
Epoch   8 Batch  593/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7660, Loss: 0.2945
Epoch   8 Batch  594/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7504, Loss: 0.3001
Epoch   8 Batch  595/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7571, Loss: 0.2931
Epoch   8 Batch  596/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7578, Loss: 0.2965
Epoch   8 Batch  597/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7720, Loss: 0.2945
Epoch   8 Batch  598/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7702, Loss: 0.2735
Epoch   8 Batch  599/1077 - Train Accuracy: 0.7551, Validation Accuracy: 0.7713, Loss: 0.3257
Epoch   8 Batch  600/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7702, Loss: 0.2682
Epoch   8 Batch  601/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7486, Loss: 0.2809
Epoch   8 Batch  602/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7567, Loss: 0.2892
Epoch   8 Batch  603/1077 - Train Accuracy: 0.7946, Validation Accuracy: 0.7699, Loss: 0.2813
Epoch   8 Batch  604/1077 - Train Accuracy: 0.7562, Validation Accuracy: 0.7841, Loss: 0.2961
Epoch   8 Batch  605/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.7812, Loss: 0.2976
Epoch   8 Batch  606/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.7841, Loss: 0.2641
Epoch   8 Batch  607/1077 - Train Accuracy: 0.7990, Validation Accuracy: 0.7855, Loss: 0.2708
Epoch   8 Batch  608/1077 - Train Accuracy: 0.7672, Validation Accuracy: 0.7741, Loss: 0.2949
Epoch   8 Batch  609/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7788, Loss: 0.3007
Epoch   8 Batch  610/1077 - Train Accuracy: 0.7603, Validation Accuracy: 0.7834, Loss: 0.2875
Epoch   8 Batch  611/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7809, Loss: 0.2998
Epoch   8 Batch  612/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7727, Loss: 0.2667
Epoch   8 Batch  613/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7624, Loss: 0.3074
Epoch   8 Batch  614/1077 - Train Accuracy: 0.7935, Validation Accuracy: 0.7617, Loss: 0.2785
Epoch   8 Batch  615/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.7667, Loss: 0.2787
Epoch   8 Batch  616/1077 - Train Accuracy: 0.7463, Validation Accuracy: 0.7702, Loss: 0.2922
Epoch   8 Batch  617/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7777, Loss: 0.2757
Epoch   8 Batch  618/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7884, Loss: 0.2975
Epoch   8 Batch  619/1077 - Train Accuracy: 0.7488, Validation Accuracy: 0.7837, Loss: 0.2957
Epoch   8 Batch  620/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7834, Loss: 0.2741
Epoch   8 Batch  621/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7855, Loss: 0.2856
Epoch   8 Batch  622/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7720, Loss: 0.3007
Epoch   8 Batch  623/1077 - Train Accuracy: 0.7461, Validation Accuracy: 0.7738, Loss: 0.3052
Epoch   8 Batch  624/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7759, Loss: 0.2681
Epoch   8 Batch  625/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7844, Loss: 0.2767
Epoch   8 Batch  626/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7781, Loss: 0.2534
Epoch   8 Batch  627/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7788, Loss: 0.2827
Epoch   8 Batch  628/1077 - Train Accuracy: 0.7559, Validation Accuracy: 0.7770, Loss: 0.2861
Epoch   8 Batch  629/1077 - Train Accuracy: 0.7693, Validation Accuracy: 0.7738, Loss: 0.2844
Epoch   8 Batch  630/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7852, Loss: 0.2755
Epoch   8 Batch  631/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7891, Loss: 0.2710
Epoch   8 Batch  632/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7841, Loss: 0.2919
Epoch   8 Batch  633/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7752, Loss: 0.2896
Epoch   8 Batch  634/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7706, Loss: 0.2693
Epoch   8 Batch  635/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7727, Loss: 0.3076
Epoch   8 Batch  636/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7756, Loss: 0.2915
Epoch   8 Batch  637/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7710, Loss: 0.2850
Epoch   8 Batch  638/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7770, Loss: 0.2629
Epoch   8 Batch  639/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7702, Loss: 0.2761
Epoch   8 Batch  640/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7653, Loss: 0.2791
Epoch   8 Batch  641/1077 - Train Accuracy: 0.7566, Validation Accuracy: 0.7717, Loss: 0.2729
Epoch   8 Batch  642/1077 - Train Accuracy: 0.7697, Validation Accuracy: 0.7741, Loss: 0.2829
Epoch   8 Batch  643/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7823, Loss: 0.2644
Epoch   8 Batch  644/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7830, Loss: 0.2708
Epoch   8 Batch  645/1077 - Train Accuracy: 0.7872, Validation Accuracy: 0.7788, Loss: 0.2717
Epoch   8 Batch  646/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.7844, Loss: 0.2819
Epoch   8 Batch  647/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7866, Loss: 0.2847
Epoch   8 Batch  648/1077 - Train Accuracy: 0.7946, Validation Accuracy: 0.7837, Loss: 0.2726
Epoch   8 Batch  649/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7805, Loss: 0.2787
Epoch   8 Batch  650/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7710, Loss: 0.2888
Epoch   8 Batch  651/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.7717, Loss: 0.2781
Epoch   8 Batch  652/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.7738, Loss: 0.2943
Epoch   8 Batch  653/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.7773, Loss: 0.2941
Epoch   8 Batch  654/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7695, Loss: 0.2680
Epoch   8 Batch  655/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7646, Loss: 0.2918
Epoch   8 Batch  656/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7646, Loss: 0.2965
Epoch   8 Batch  657/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7596, Loss: 0.3001
Epoch   8 Batch  658/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7678, Loss: 0.2703
Epoch   8 Batch  659/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.7724, Loss: 0.2774
Epoch   8 Batch  660/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7727, Loss: 0.2798
Epoch   8 Batch  661/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7692, Loss: 0.2665
Epoch   8 Batch  662/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7681, Loss: 0.2643
Epoch   8 Batch  663/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7607, Loss: 0.2545
Epoch   8 Batch  664/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7631, Loss: 0.2744
Epoch   8 Batch  665/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7678, Loss: 0.2850
Epoch   8 Batch  666/1077 - Train Accuracy: 0.7693, Validation Accuracy: 0.7635, Loss: 0.2877
Epoch   8 Batch  667/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7670, Loss: 0.3061
Epoch   8 Batch  668/1077 - Train Accuracy: 0.8032, Validation Accuracy: 0.7834, Loss: 0.2711
Epoch   8 Batch  669/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7862, Loss: 0.2739
Epoch   8 Batch  670/1077 - Train Accuracy: 0.8040, Validation Accuracy: 0.7784, Loss: 0.2614
Epoch   8 Batch  671/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.7770, Loss: 0.3073
Epoch   8 Batch  672/1077 - Train Accuracy: 0.7842, Validation Accuracy: 0.7699, Loss: 0.2723
Epoch   8 Batch  673/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7720, Loss: 0.2612
Epoch   8 Batch  674/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7791, Loss: 0.2818
Epoch   8 Batch  675/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7777, Loss: 0.2830
Epoch   8 Batch  676/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7773, Loss: 0.2872
Epoch   8 Batch  677/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7781, Loss: 0.2996
Epoch   8 Batch  678/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7791, Loss: 0.2627
Epoch   8 Batch  679/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7788, Loss: 0.2927
Epoch   8 Batch  680/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.7827, Loss: 0.2833
Epoch   8 Batch  681/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7862, Loss: 0.2845
Epoch   8 Batch  682/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7848, Loss: 0.2817
Epoch   8 Batch  683/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7759, Loss: 0.2776
Epoch   8 Batch  684/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7741, Loss: 0.2708
Epoch   8 Batch  685/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7770, Loss: 0.2850
Epoch   8 Batch  686/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7812, Loss: 0.2632
Epoch   8 Batch  687/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7844, Loss: 0.2962
Epoch   8 Batch  688/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7756, Loss: 0.2689
Epoch   8 Batch  689/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7795, Loss: 0.2746
Epoch   8 Batch  690/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7766, Loss: 0.2724
Epoch   8 Batch  691/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7766, Loss: 0.3179
Epoch   8 Batch  692/1077 - Train Accuracy: 0.7913, Validation Accuracy: 0.7766, Loss: 0.2610
Epoch   8 Batch  693/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7766, Loss: 0.3396
Epoch   8 Batch  694/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7724, Loss: 0.2659
Epoch   8 Batch  695/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7812, Loss: 0.2685
Epoch   8 Batch  696/1077 - Train Accuracy: 0.7414, Validation Accuracy: 0.7717, Loss: 0.2968
Epoch   8 Batch  697/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7642, Loss: 0.2698
Epoch   8 Batch  698/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7763, Loss: 0.2666
Epoch   8 Batch  699/1077 - Train Accuracy: 0.7993, Validation Accuracy: 0.7791, Loss: 0.2891
Epoch   8 Batch  700/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7738, Loss: 0.2653
Epoch   8 Batch  701/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7585, Loss: 0.2934
Epoch   8 Batch  702/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.7812, Loss: 0.2838
Epoch   8 Batch  703/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7884, Loss: 0.2969
Epoch   8 Batch  704/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7869, Loss: 0.2843
Epoch   8 Batch  705/1077 - Train Accuracy: 0.8014, Validation Accuracy: 0.7905, Loss: 0.3158
Epoch   8 Batch  706/1077 - Train Accuracy: 0.7682, Validation Accuracy: 0.7926, Loss: 0.2880
Epoch   8 Batch  707/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7752, Loss: 0.2747
Epoch   8 Batch  708/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7738, Loss: 0.2820
Epoch   8 Batch  709/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7699, Loss: 0.3084
Epoch   8 Batch  710/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7706, Loss: 0.2817
Epoch   8 Batch  711/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7752, Loss: 0.3030
Epoch   8 Batch  712/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7745, Loss: 0.2684
Epoch   8 Batch  713/1077 - Train Accuracy: 0.7908, Validation Accuracy: 0.7805, Loss: 0.2558
Epoch   8 Batch  714/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7571, Loss: 0.2982
Epoch   8 Batch  715/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7386, Loss: 0.2981
Epoch   8 Batch  716/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.7724, Loss: 0.2649
Epoch   8 Batch  717/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.7784, Loss: 0.2743
Epoch   8 Batch  718/1077 - Train Accuracy: 0.7555, Validation Accuracy: 0.7692, Loss: 0.2994
Epoch   8 Batch  719/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7628, Loss: 0.2892
Epoch   8 Batch  720/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7710, Loss: 0.2926
Epoch   8 Batch  721/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7674, Loss: 0.2917
Epoch   8 Batch  722/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7667, Loss: 0.2843
Epoch   8 Batch  723/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7663, Loss: 0.2827
Epoch   8 Batch  724/1077 - Train Accuracy: 0.7854, Validation Accuracy: 0.7866, Loss: 0.2985
Epoch   8 Batch  725/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.7869, Loss: 0.2747
Epoch   8 Batch  726/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7972, Loss: 0.2680
Epoch   8 Batch  727/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7841, Loss: 0.2480
Epoch   8 Batch  728/1077 - Train Accuracy: 0.7530, Validation Accuracy: 0.7738, Loss: 0.2894
Epoch   8 Batch  729/1077 - Train Accuracy: 0.7484, Validation Accuracy: 0.7816, Loss: 0.3024
Epoch   8 Batch  730/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7692, Loss: 0.2944
Epoch   8 Batch  731/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7628, Loss: 0.2792
Epoch   8 Batch  732/1077 - Train Accuracy: 0.7747, Validation Accuracy: 0.7653, Loss: 0.3002
Epoch   8 Batch  733/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7852, Loss: 0.2890
Epoch   8 Batch  734/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.7745, Loss: 0.2939
Epoch   8 Batch  735/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7766, Loss: 0.2751
Epoch   8 Batch  736/1077 - Train Accuracy: 0.7948, Validation Accuracy: 0.7823, Loss: 0.2893
Epoch   8 Batch  737/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7607, Loss: 0.3041
Epoch   8 Batch  738/1077 - Train Accuracy: 0.8037, Validation Accuracy: 0.7525, Loss: 0.2457
Epoch   8 Batch  739/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7447, Loss: 0.2675
Epoch   8 Batch  740/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7692, Loss: 0.2690
Epoch   8 Batch  741/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7759, Loss: 0.2861
Epoch   8 Batch  742/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7710, Loss: 0.2784
Epoch   8 Batch  743/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7678, Loss: 0.2811
Epoch   8 Batch  744/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7724, Loss: 0.2533
Epoch   8 Batch  745/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.7749, Loss: 0.2746
Epoch   8 Batch  746/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7635, Loss: 0.2635
Epoch   8 Batch  747/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.7667, Loss: 0.2542
Epoch   8 Batch  748/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.7642, Loss: 0.2676
Epoch   8 Batch  749/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7777, Loss: 0.2836
Epoch   8 Batch  750/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7809, Loss: 0.2759
Epoch   8 Batch  751/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7805, Loss: 0.2660
Epoch   8 Batch  752/1077 - Train Accuracy: 0.7772, Validation Accuracy: 0.7756, Loss: 0.2634
Epoch   8 Batch  753/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7781, Loss: 0.2707
Epoch   8 Batch  754/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7749, Loss: 0.2867
Epoch   8 Batch  755/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7731, Loss: 0.2752
Epoch   8 Batch  756/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7727, Loss: 0.2740
Epoch   8 Batch  757/1077 - Train Accuracy: 0.7899, Validation Accuracy: 0.7756, Loss: 0.2818
Epoch   8 Batch  758/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.7809, Loss: 0.2473
Epoch   8 Batch  759/1077 - Train Accuracy: 0.8013, Validation Accuracy: 0.7855, Loss: 0.2592
Epoch   8 Batch  760/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.7869, Loss: 0.2810
Epoch   8 Batch  761/1077 - Train Accuracy: 0.7500, Validation Accuracy: 0.7823, Loss: 0.2934
Epoch   8 Batch  762/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7759, Loss: 0.2485
Epoch   8 Batch  763/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.7756, Loss: 0.2727
Epoch   8 Batch  764/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7791, Loss: 0.2704
Epoch   8 Batch  765/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.7731, Loss: 0.2741
Epoch   8 Batch  766/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7727, Loss: 0.2803
Epoch   8 Batch  767/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.7710, Loss: 0.2809
Epoch   8 Batch  768/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7749, Loss: 0.2805
Epoch   8 Batch  769/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7766, Loss: 0.2796
Epoch   8 Batch  770/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7749, Loss: 0.2582
Epoch   8 Batch  771/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7756, Loss: 0.2756
Epoch   8 Batch  772/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7717, Loss: 0.2679
Epoch   8 Batch  773/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7663, Loss: 0.2606
Epoch   8 Batch  774/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7678, Loss: 0.2880
Epoch   8 Batch  775/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7741, Loss: 0.2683
Epoch   8 Batch  776/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7777, Loss: 0.2705
Epoch   8 Batch  777/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7859, Loss: 0.2795
Epoch   8 Batch  778/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.7766, Loss: 0.2614
Epoch   8 Batch  779/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.7699, Loss: 0.2748
Epoch   8 Batch  780/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7660, Loss: 0.2833
Epoch   8 Batch  781/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.7745, Loss: 0.2575
Epoch   8 Batch  782/1077 - Train Accuracy: 0.7917, Validation Accuracy: 0.7816, Loss: 0.2643
Epoch   8 Batch  783/1077 - Train Accuracy: 0.7612, Validation Accuracy: 0.7901, Loss: 0.2698
Epoch   8 Batch  784/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7915, Loss: 0.2611
Epoch   8 Batch  785/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7965, Loss: 0.2589
Epoch   8 Batch  786/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.7859, Loss: 0.2771
Epoch   8 Batch  787/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7791, Loss: 0.2462
Epoch   8 Batch  788/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7777, Loss: 0.2640
Epoch   8 Batch  789/1077 - Train Accuracy: 0.7825, Validation Accuracy: 0.7866, Loss: 0.2711
Epoch   8 Batch  790/1077 - Train Accuracy: 0.7379, Validation Accuracy: 0.7841, Loss: 0.3012
Epoch   8 Batch  791/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7841, Loss: 0.2832
Epoch   8 Batch  792/1077 - Train Accuracy: 0.7605, Validation Accuracy: 0.7798, Loss: 0.2824
Epoch   8 Batch  793/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7812, Loss: 0.2663
Epoch   8 Batch  794/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7862, Loss: 0.2639
Epoch   8 Batch  795/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7848, Loss: 0.2895
Epoch   8 Batch  796/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7837, Loss: 0.2775
Epoch   8 Batch  797/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7898, Loss: 0.2692
Epoch   8 Batch  798/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7855, Loss: 0.2810
Epoch   8 Batch  799/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7866, Loss: 0.3025
Epoch   8 Batch  800/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7809, Loss: 0.2689
Epoch   8 Batch  801/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7788, Loss: 0.2781
Epoch   8 Batch  802/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7880, Loss: 0.2863
Epoch   8 Batch  803/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7923, Loss: 0.2685
Epoch   8 Batch  804/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7894, Loss: 0.2684
Epoch   8 Batch  805/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7901, Loss: 0.2719
Epoch   8 Batch  806/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7930, Loss: 0.2684
Epoch   8 Batch  807/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.7859, Loss: 0.2513
Epoch   8 Batch  808/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7940, Loss: 0.2896
Epoch   8 Batch  809/1077 - Train Accuracy: 0.7710, Validation Accuracy: 0.7884, Loss: 0.3049
Epoch   8 Batch  810/1077 - Train Accuracy: 0.8118, Validation Accuracy: 0.7894, Loss: 0.2555
Epoch   8 Batch  811/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7848, Loss: 0.2641
Epoch   8 Batch  812/1077 - Train Accuracy: 0.7578, Validation Accuracy: 0.7809, Loss: 0.2804
Epoch   8 Batch  813/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.7837, Loss: 0.2753
Epoch   8 Batch  814/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7884, Loss: 0.2809
Epoch   8 Batch  815/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7834, Loss: 0.2677
Epoch   8 Batch  816/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.7798, Loss: 0.2892
Epoch   8 Batch  817/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7795, Loss: 0.2930
Epoch   8 Batch  818/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7848, Loss: 0.2828
Epoch   8 Batch  819/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7884, Loss: 0.2716
Epoch   8 Batch  820/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7777, Loss: 0.3005
Epoch   8 Batch  821/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7848, Loss: 0.2656
Epoch   8 Batch  822/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7809, Loss: 0.2717
Epoch   8 Batch  823/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7781, Loss: 0.2684
Epoch   8 Batch  824/1077 - Train Accuracy: 0.7794, Validation Accuracy: 0.7539, Loss: 0.2698
Epoch   8 Batch  825/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7500, Loss: 0.2648
Epoch   8 Batch  826/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7646, Loss: 0.2665
Epoch   8 Batch  827/1077 - Train Accuracy: 0.7870, Validation Accuracy: 0.7805, Loss: 0.2803
Epoch   8 Batch  828/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7745, Loss: 0.2710
Epoch   8 Batch  829/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7724, Loss: 0.2957
Epoch   8 Batch  830/1077 - Train Accuracy: 0.7625, Validation Accuracy: 0.7738, Loss: 0.2663
Epoch   8 Batch  831/1077 - Train Accuracy: 0.7496, Validation Accuracy: 0.7816, Loss: 0.2853
Epoch   8 Batch  832/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7756, Loss: 0.2686
Epoch   8 Batch  833/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7738, Loss: 0.2722
Epoch   8 Batch  834/1077 - Train Accuracy: 0.8253, Validation Accuracy: 0.7734, Loss: 0.2640
Epoch   8 Batch  835/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7884, Loss: 0.2734
Epoch   8 Batch  836/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.7812, Loss: 0.2737
Epoch   8 Batch  837/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7802, Loss: 0.2893
Epoch   8 Batch  838/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.7809, Loss: 0.2553
Epoch   8 Batch  839/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7827, Loss: 0.2583
Epoch   8 Batch  840/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7781, Loss: 0.2671
Epoch   8 Batch  841/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7692, Loss: 0.2783
Epoch   8 Batch  842/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.7805, Loss: 0.2643
Epoch   8 Batch  843/1077 - Train Accuracy: 0.7958, Validation Accuracy: 0.7731, Loss: 0.2520
Epoch   8 Batch  844/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7706, Loss: 0.2640
Epoch   8 Batch  845/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7734, Loss: 0.2724
Epoch   8 Batch  846/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7820, Loss: 0.2747
Epoch   8 Batch  847/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7933, Loss: 0.2563
Epoch   8 Batch  848/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7812, Loss: 0.2766
Epoch   8 Batch  849/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7713, Loss: 0.2595
Epoch   8 Batch  850/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7685, Loss: 0.3024
Epoch   8 Batch  851/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7770, Loss: 0.2668
Epoch   8 Batch  852/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7848, Loss: 0.2787
Epoch   8 Batch  853/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7866, Loss: 0.2559
Epoch   8 Batch  854/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7823, Loss: 0.2762
Epoch   8 Batch  855/1077 - Train Accuracy: 0.7781, Validation Accuracy: 0.7866, Loss: 0.2854
Epoch   8 Batch  856/1077 - Train Accuracy: 0.7824, Validation Accuracy: 0.7763, Loss: 0.2776
Epoch   8 Batch  857/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7663, Loss: 0.2610
Epoch   8 Batch  858/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.7706, Loss: 0.2678
Epoch   8 Batch  859/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7766, Loss: 0.2775
Epoch   8 Batch  860/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7834, Loss: 0.2754
Epoch   8 Batch  861/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7887, Loss: 0.2683
Epoch   8 Batch  862/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7915, Loss: 0.2709
Epoch   8 Batch  863/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7979, Loss: 0.2457
Epoch   8 Batch  864/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7962, Loss: 0.2665
Epoch   8 Batch  865/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.7891, Loss: 0.2534
Epoch   8 Batch  866/1077 - Train Accuracy: 0.7872, Validation Accuracy: 0.7876, Loss: 0.2637
Epoch   8 Batch  867/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.7919, Loss: 0.3205
Epoch   8 Batch  868/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7947, Loss: 0.2643
Epoch   8 Batch  869/1077 - Train Accuracy: 0.7613, Validation Accuracy: 0.7937, Loss: 0.2791
Epoch   8 Batch  870/1077 - Train Accuracy: 0.7434, Validation Accuracy: 0.8033, Loss: 0.2812
Epoch   8 Batch  871/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.8026, Loss: 0.2797
Epoch   8 Batch  872/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8072, Loss: 0.2649
Epoch   8 Batch  873/1077 - Train Accuracy: 0.7570, Validation Accuracy: 0.7951, Loss: 0.2785
Epoch   8 Batch  874/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7898, Loss: 0.2733
Epoch   8 Batch  875/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7915, Loss: 0.2605
Epoch   8 Batch  876/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7876, Loss: 0.2643
Epoch   8 Batch  877/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.7951, Loss: 0.2591
Epoch   8 Batch  878/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7841, Loss: 0.2557
Epoch   8 Batch  879/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7905, Loss: 0.2554
Epoch   8 Batch  880/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7930, Loss: 0.2701
Epoch   8 Batch  881/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.7791, Loss: 0.2747
Epoch   8 Batch  882/1077 - Train Accuracy: 0.7633, Validation Accuracy: 0.7841, Loss: 0.2986
Epoch   8 Batch  883/1077 - Train Accuracy: 0.7405, Validation Accuracy: 0.7912, Loss: 0.3051
Epoch   8 Batch  884/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7894, Loss: 0.2541
Epoch   8 Batch  885/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7901, Loss: 0.2292
Epoch   8 Batch  886/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7987, Loss: 0.2693
Epoch   8 Batch  887/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7876, Loss: 0.2851
Epoch   8 Batch  888/1077 - Train Accuracy: 0.7757, Validation Accuracy: 0.7340, Loss: 0.2869
Epoch   8 Batch  889/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7290, Loss: 0.2814
Epoch   8 Batch  890/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.7564, Loss: 0.2681
Epoch   8 Batch  891/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7727, Loss: 0.2904
Epoch   8 Batch  892/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7844, Loss: 0.2547
Epoch   8 Batch  893/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7852, Loss: 0.2917
Epoch   8 Batch  894/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.7873, Loss: 0.2569
Epoch   8 Batch  895/1077 - Train Accuracy: 0.7730, Validation Accuracy: 0.7784, Loss: 0.2855
Epoch   8 Batch  896/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7670, Loss: 0.2959
Epoch   8 Batch  897/1077 - Train Accuracy: 0.7723, Validation Accuracy: 0.7731, Loss: 0.2558
Epoch   8 Batch  898/1077 - Train Accuracy: 0.7850, Validation Accuracy: 0.7923, Loss: 0.2521
Epoch   8 Batch  899/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7937, Loss: 0.2822
Epoch   8 Batch  900/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7841, Loss: 0.2804
Epoch   8 Batch  901/1077 - Train Accuracy: 0.7831, Validation Accuracy: 0.7791, Loss: 0.2797
Epoch   8 Batch  902/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7749, Loss: 0.2884
Epoch   8 Batch  903/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.7805, Loss: 0.2665
Epoch   8 Batch  904/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.7834, Loss: 0.2676
Epoch   8 Batch  905/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.7791, Loss: 0.2576
Epoch   8 Batch  906/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.7727, Loss: 0.2515
Epoch   8 Batch  907/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7752, Loss: 0.2602
Epoch   8 Batch  908/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7859, Loss: 0.2838
Epoch   8 Batch  909/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.7862, Loss: 0.2783
Epoch   8 Batch  910/1077 - Train Accuracy: 0.7954, Validation Accuracy: 0.7912, Loss: 0.2659
Epoch   8 Batch  911/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.7887, Loss: 0.2729
Epoch   8 Batch  912/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7837, Loss: 0.2727
Epoch   8 Batch  913/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7869, Loss: 0.2800
Epoch   8 Batch  914/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7862, Loss: 0.2657
Epoch   8 Batch  915/1077 - Train Accuracy: 0.7677, Validation Accuracy: 0.7887, Loss: 0.2949
Epoch   8 Batch  916/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7717, Loss: 0.2707
Epoch   8 Batch  917/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7749, Loss: 0.2697
Epoch   8 Batch  918/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.7816, Loss: 0.2507
Epoch   8 Batch  919/1077 - Train Accuracy: 0.7944, Validation Accuracy: 0.7844, Loss: 0.2655
Epoch   8 Batch  920/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7940, Loss: 0.2747
Epoch   8 Batch  921/1077 - Train Accuracy: 0.7793, Validation Accuracy: 0.7908, Loss: 0.2676
Epoch   8 Batch  922/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7873, Loss: 0.2597
Epoch   8 Batch  923/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7859, Loss: 0.2825
Epoch   8 Batch  924/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.7912, Loss: 0.2911
Epoch   8 Batch  925/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.7894, Loss: 0.2562
Epoch   8 Batch  926/1077 - Train Accuracy: 0.7527, Validation Accuracy: 0.7887, Loss: 0.2747
Epoch   8 Batch  927/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7908, Loss: 0.2750
Epoch   8 Batch  928/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7940, Loss: 0.2559
Epoch   8 Batch  929/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7852, Loss: 0.2749
Epoch   8 Batch  930/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7859, Loss: 0.2513
Epoch   8 Batch  931/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7880, Loss: 0.2770
Epoch   8 Batch  932/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7951, Loss: 0.2769
Epoch   8 Batch  933/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7837, Loss: 0.2615
Epoch   8 Batch  934/1077 - Train Accuracy: 0.7594, Validation Accuracy: 0.7898, Loss: 0.2819
Epoch   8 Batch  935/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7894, Loss: 0.2825
Epoch   8 Batch  936/1077 - Train Accuracy: 0.8017, Validation Accuracy: 0.7926, Loss: 0.2806
Epoch   8 Batch  937/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7937, Loss: 0.2873
Epoch   8 Batch  938/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7919, Loss: 0.2698
Epoch   8 Batch  939/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7976, Loss: 0.2698
Epoch   8 Batch  940/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7976, Loss: 0.2603
Epoch   8 Batch  941/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7912, Loss: 0.2487
Epoch   8 Batch  942/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7944, Loss: 0.2785
Epoch   8 Batch  943/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7901, Loss: 0.2681
Epoch   8 Batch  944/1077 - Train Accuracy: 0.7768, Validation Accuracy: 0.7880, Loss: 0.2620
Epoch   8 Batch  945/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.7901, Loss: 0.2522
Epoch   8 Batch  946/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7905, Loss: 0.2588
Epoch   8 Batch  947/1077 - Train Accuracy: 0.7451, Validation Accuracy: 0.7837, Loss: 0.2902
Epoch   8 Batch  948/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7887, Loss: 0.2628
Epoch   8 Batch  949/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.7866, Loss: 0.2458
Epoch   8 Batch  950/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.7880, Loss: 0.2542
Epoch   8 Batch  951/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7855, Loss: 0.2633
Epoch   8 Batch  952/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7866, Loss: 0.2594
Epoch   8 Batch  953/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7805, Loss: 0.2678
Epoch   8 Batch  954/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7809, Loss: 0.2870
Epoch   8 Batch  955/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7756, Loss: 0.2665
Epoch   8 Batch  956/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7720, Loss: 0.2567
Epoch   8 Batch  957/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7802, Loss: 0.2433
Epoch   8 Batch  958/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7795, Loss: 0.2720
Epoch   8 Batch  959/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7848, Loss: 0.2596
Epoch   8 Batch  960/1077 - Train Accuracy: 0.7719, Validation Accuracy: 0.7798, Loss: 0.2589
Epoch   8 Batch  961/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7781, Loss: 0.2757
Epoch   8 Batch  962/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7859, Loss: 0.2640
Epoch   8 Batch  963/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7795, Loss: 0.2941
Epoch   8 Batch  964/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7621, Loss: 0.2543
Epoch   8 Batch  965/1077 - Train Accuracy: 0.7673, Validation Accuracy: 0.7685, Loss: 0.2849
Epoch   8 Batch  966/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7876, Loss: 0.2326
Epoch   8 Batch  967/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7844, Loss: 0.2534
Epoch   8 Batch  968/1077 - Train Accuracy: 0.7441, Validation Accuracy: 0.7862, Loss: 0.2918
Epoch   8 Batch  969/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.7812, Loss: 0.2741
Epoch   8 Batch  970/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.7812, Loss: 0.2769
Epoch   8 Batch  971/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.7781, Loss: 0.2549
Epoch   8 Batch  972/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7777, Loss: 0.2568
Epoch   8 Batch  973/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.7887, Loss: 0.2462
Epoch   8 Batch  974/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7873, Loss: 0.2677
Epoch   8 Batch  975/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7969, Loss: 0.2598
Epoch   8 Batch  976/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8001, Loss: 0.2535
Epoch   8 Batch  977/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7976, Loss: 0.2509
Epoch   8 Batch  978/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7979, Loss: 0.2685
Epoch   8 Batch  979/1077 - Train Accuracy: 0.7932, Validation Accuracy: 0.7862, Loss: 0.2788
Epoch   8 Batch  980/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7844, Loss: 0.2795
Epoch   8 Batch  981/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.7940, Loss: 0.2767
Epoch   8 Batch  982/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8008, Loss: 0.2648
Epoch   8 Batch  983/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7887, Loss: 0.2799
Epoch   8 Batch  984/1077 - Train Accuracy: 0.7582, Validation Accuracy: 0.7887, Loss: 0.2909
Epoch   8 Batch  985/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.7866, Loss: 0.2595
Epoch   8 Batch  986/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7855, Loss: 0.2605
Epoch   8 Batch  987/1077 - Train Accuracy: 0.7950, Validation Accuracy: 0.7795, Loss: 0.2449
Epoch   8 Batch  988/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.7898, Loss: 0.2670
Epoch   8 Batch  989/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7880, Loss: 0.2807
Epoch   8 Batch  990/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7891, Loss: 0.2826
Epoch   8 Batch  991/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7944, Loss: 0.2617
Epoch   8 Batch  992/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7923, Loss: 0.2715
Epoch   8 Batch  993/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8008, Loss: 0.2399
Epoch   8 Batch  994/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7969, Loss: 0.2641
Epoch   8 Batch  995/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7987, Loss: 0.2457
Epoch   8 Batch  996/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.7979, Loss: 0.2704
Epoch   8 Batch  997/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8011, Loss: 0.2726
Epoch   8 Batch  998/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8008, Loss: 0.2526
Epoch   8 Batch  999/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7951, Loss: 0.2659
Epoch   8 Batch 1000/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7951, Loss: 0.2409
Epoch   8 Batch 1001/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.7947, Loss: 0.2395
Epoch   8 Batch 1002/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7933, Loss: 0.2479
Epoch   8 Batch 1003/1077 - Train Accuracy: 0.8335, Validation Accuracy: 0.7997, Loss: 0.2496
Epoch   8 Batch 1004/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8058, Loss: 0.2583
Epoch   8 Batch 1005/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8047, Loss: 0.2658
Epoch   8 Batch 1006/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7933, Loss: 0.2505
Epoch   8 Batch 1007/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.7990, Loss: 0.2433
Epoch   8 Batch 1008/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8011, Loss: 0.2709
Epoch   8 Batch 1009/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.7894, Loss: 0.2373
Epoch   8 Batch 1010/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7901, Loss: 0.2605
Epoch   8 Batch 1011/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7919, Loss: 0.2620
Epoch   8 Batch 1012/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7894, Loss: 0.2426
Epoch   8 Batch 1013/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7894, Loss: 0.2479
Epoch   8 Batch 1014/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.7944, Loss: 0.2676
Epoch   8 Batch 1015/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7940, Loss: 0.2770
Epoch   8 Batch 1016/1077 - Train Accuracy: 0.7608, Validation Accuracy: 0.7951, Loss: 0.2824
Epoch   8 Batch 1017/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.7940, Loss: 0.2633
Epoch   8 Batch 1018/1077 - Train Accuracy: 0.7511, Validation Accuracy: 0.7745, Loss: 0.2670
Epoch   8 Batch 1019/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7884, Loss: 0.2957
Epoch   8 Batch 1020/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.7915, Loss: 0.2525
Epoch   8 Batch 1021/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.8047, Loss: 0.2788
Epoch   8 Batch 1022/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8008, Loss: 0.2500
Epoch   8 Batch 1023/1077 - Train Accuracy: 0.8011, Validation Accuracy: 0.8018, Loss: 0.2487
Epoch   8 Batch 1024/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.8061, Loss: 0.2692
Epoch   8 Batch 1025/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.8079, Loss: 0.2566
Epoch   8 Batch 1026/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8118, Loss: 0.2436
Epoch   8 Batch 1027/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.8093, Loss: 0.2762
Epoch   8 Batch 1028/1077 - Train Accuracy: 0.7589, Validation Accuracy: 0.8033, Loss: 0.2814
Epoch   8 Batch 1029/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.8047, Loss: 0.2520
Epoch   8 Batch 1030/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8043, Loss: 0.2608
Epoch   8 Batch 1031/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.7919, Loss: 0.2798
Epoch   8 Batch 1032/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7855, Loss: 0.2718
Epoch   8 Batch 1033/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7749, Loss: 0.2496
Epoch   8 Batch 1034/1077 - Train Accuracy: 0.7703, Validation Accuracy: 0.7827, Loss: 0.2861
Epoch   8 Batch 1035/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.7947, Loss: 0.2288
Epoch   8 Batch 1036/1077 - Train Accuracy: 0.7790, Validation Accuracy: 0.7987, Loss: 0.2861
Epoch   8 Batch 1037/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7997, Loss: 0.2711
Epoch   8 Batch 1038/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7901, Loss: 0.2731
Epoch   8 Batch 1039/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7997, Loss: 0.2512
Epoch   8 Batch 1040/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8040, Loss: 0.2680
Epoch   8 Batch 1041/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7994, Loss: 0.2694
Epoch   8 Batch 1042/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.8089, Loss: 0.2732
Epoch   8 Batch 1043/1077 - Train Accuracy: 0.7832, Validation Accuracy: 0.8004, Loss: 0.2843
Epoch   8 Batch 1044/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.8050, Loss: 0.2672
Epoch   8 Batch 1045/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7979, Loss: 0.2742
Epoch   8 Batch 1046/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7940, Loss: 0.2527
Epoch   8 Batch 1047/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8008, Loss: 0.2547
Epoch   8 Batch 1048/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.7951, Loss: 0.2716
Epoch   8 Batch 1049/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7876, Loss: 0.2773
Epoch   8 Batch 1050/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7649, Loss: 0.2705
Epoch   8 Batch 1051/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7738, Loss: 0.2442
Epoch   8 Batch 1052/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7777, Loss: 0.2503
Epoch   8 Batch 1053/1077 - Train Accuracy: 0.7638, Validation Accuracy: 0.7816, Loss: 0.2537
Epoch   8 Batch 1054/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7905, Loss: 0.2595
Epoch   8 Batch 1055/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7724, Loss: 0.2995
Epoch   8 Batch 1056/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7649, Loss: 0.2576
Epoch   8 Batch 1057/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7749, Loss: 0.2761
Epoch   8 Batch 1058/1077 - Train Accuracy: 0.7878, Validation Accuracy: 0.7923, Loss: 0.2938
Epoch   8 Batch 1059/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7869, Loss: 0.2977
Epoch   8 Batch 1060/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7812, Loss: 0.2446
Epoch   8 Batch 1061/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.7855, Loss: 0.2775
Epoch   8 Batch 1062/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7866, Loss: 0.2830
Epoch   8 Batch 1063/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7681, Loss: 0.2612
Epoch   8 Batch 1064/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.7511, Loss: 0.2652
Epoch   8 Batch 1065/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.7741, Loss: 0.2695
Epoch   8 Batch 1066/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7859, Loss: 0.2485
Epoch   8 Batch 1067/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.7844, Loss: 0.2676
Epoch   8 Batch 1068/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7862, Loss: 0.2591
Epoch   8 Batch 1069/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7823, Loss: 0.2494
Epoch   8 Batch 1070/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.7859, Loss: 0.2649
Epoch   8 Batch 1071/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7841, Loss: 0.2671
Epoch   8 Batch 1072/1077 - Train Accuracy: 0.7708, Validation Accuracy: 0.7841, Loss: 0.2620
Epoch   8 Batch 1073/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7915, Loss: 0.2714
Epoch   8 Batch 1074/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7915, Loss: 0.2778
Epoch   8 Batch 1075/1077 - Train Accuracy: 0.8269, Validation Accuracy: 0.7905, Loss: 0.2815
Epoch   9 Batch    1/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7926, Loss: 0.2491
Epoch   9 Batch    2/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.7930, Loss: 0.2726
Epoch   9 Batch    3/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7898, Loss: 0.2556
Epoch   9 Batch    4/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7894, Loss: 0.2695
Epoch   9 Batch    5/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7901, Loss: 0.2756
Epoch   9 Batch    6/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7962, Loss: 0.2632
Epoch   9 Batch    7/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.7947, Loss: 0.2544
Epoch   9 Batch    8/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7933, Loss: 0.2573
Epoch   9 Batch    9/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7848, Loss: 0.2633
Epoch   9 Batch   10/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7894, Loss: 0.2584
Epoch   9 Batch   11/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7884, Loss: 0.2747
Epoch   9 Batch   12/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.7816, Loss: 0.2809
Epoch   9 Batch   13/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.7852, Loss: 0.2610
Epoch   9 Batch   14/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.7798, Loss: 0.2371
Epoch   9 Batch   15/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7781, Loss: 0.2418
Epoch   9 Batch   16/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7915, Loss: 0.2637
Epoch   9 Batch   17/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7933, Loss: 0.2586
Epoch   9 Batch   18/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7944, Loss: 0.2637
Epoch   9 Batch   19/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.8004, Loss: 0.2565
Epoch   9 Batch   20/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.8026, Loss: 0.2523
Epoch   9 Batch   21/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7717, Loss: 0.2793
Epoch   9 Batch   22/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7692, Loss: 0.2707
Epoch   9 Batch   23/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7873, Loss: 0.2533
Epoch   9 Batch   24/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8047, Loss: 0.2520
Epoch   9 Batch   25/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8068, Loss: 0.2523
Epoch   9 Batch   26/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8114, Loss: 0.2743
Epoch   9 Batch   27/1077 - Train Accuracy: 0.7987, Validation Accuracy: 0.8089, Loss: 0.2415
Epoch   9 Batch   28/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.7933, Loss: 0.2558
Epoch   9 Batch   29/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7887, Loss: 0.2663
Epoch   9 Batch   30/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7834, Loss: 0.2632
Epoch   9 Batch   31/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7994, Loss: 0.2561
Epoch   9 Batch   32/1077 - Train Accuracy: 0.8010, Validation Accuracy: 0.8001, Loss: 0.2349
Epoch   9 Batch   33/1077 - Train Accuracy: 0.8118, Validation Accuracy: 0.7940, Loss: 0.2416
Epoch   9 Batch   34/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8022, Loss: 0.2726
Epoch   9 Batch   35/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.7976, Loss: 0.2548
Epoch   9 Batch   36/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.7947, Loss: 0.2705
Epoch   9 Batch   37/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7951, Loss: 0.2660
Epoch   9 Batch   38/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.7944, Loss: 0.2964
Epoch   9 Batch   39/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.8047, Loss: 0.2782
Epoch   9 Batch   40/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7979, Loss: 0.2599
Epoch   9 Batch   41/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.7937, Loss: 0.2622
Epoch   9 Batch   42/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7926, Loss: 0.2755
Epoch   9 Batch   43/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.7969, Loss: 0.2566
Epoch   9 Batch   44/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.7933, Loss: 0.2521
Epoch   9 Batch   45/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7933, Loss: 0.2584
Epoch   9 Batch   46/1077 - Train Accuracy: 0.7800, Validation Accuracy: 0.7983, Loss: 0.2696
Epoch   9 Batch   47/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.7965, Loss: 0.2531
Epoch   9 Batch   48/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7891, Loss: 0.2712
Epoch   9 Batch   49/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.7908, Loss: 0.2688
Epoch   9 Batch   50/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7908, Loss: 0.2637
Epoch   9 Batch   51/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7937, Loss: 0.2468
Epoch   9 Batch   52/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.7955, Loss: 0.2686
Epoch   9 Batch   53/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.8018, Loss: 0.2578
Epoch   9 Batch   54/1077 - Train Accuracy: 0.7652, Validation Accuracy: 0.7898, Loss: 0.2931
Epoch   9 Batch   55/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7965, Loss: 0.2449
Epoch   9 Batch   56/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7887, Loss: 0.2544
Epoch   9 Batch   57/1077 - Train Accuracy: 0.7912, Validation Accuracy: 0.7912, Loss: 0.2558
Epoch   9 Batch   58/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7887, Loss: 0.2522
Epoch   9 Batch   59/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7741, Loss: 0.2704
Epoch   9 Batch   60/1077 - Train Accuracy: 0.7868, Validation Accuracy: 0.7784, Loss: 0.2470
Epoch   9 Batch   61/1077 - Train Accuracy: 0.7820, Validation Accuracy: 0.7940, Loss: 0.2749
Epoch   9 Batch   62/1077 - Train Accuracy: 0.7590, Validation Accuracy: 0.7855, Loss: 0.2841
Epoch   9 Batch   63/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7844, Loss: 0.2430
Epoch   9 Batch   64/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7972, Loss: 0.2470
Epoch   9 Batch   65/1077 - Train Accuracy: 0.7685, Validation Accuracy: 0.8004, Loss: 0.2655
Epoch   9 Batch   66/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8068, Loss: 0.2369
Epoch   9 Batch   67/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7983, Loss: 0.2509
Epoch   9 Batch   68/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7930, Loss: 0.2678
Epoch   9 Batch   69/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7891, Loss: 0.2649
Epoch   9 Batch   70/1077 - Train Accuracy: 0.7833, Validation Accuracy: 0.7915, Loss: 0.2685
Epoch   9 Batch   71/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.7915, Loss: 0.2419
Epoch   9 Batch   72/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.7933, Loss: 0.2600
Epoch   9 Batch   73/1077 - Train Accuracy: 0.7699, Validation Accuracy: 0.7891, Loss: 0.2701
Epoch   9 Batch   74/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.7816, Loss: 0.2387
Epoch   9 Batch   75/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7976, Loss: 0.2896
Epoch   9 Batch   76/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.7933, Loss: 0.2469
Epoch   9 Batch   77/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.8072, Loss: 0.2597
Epoch   9 Batch   78/1077 - Train Accuracy: 0.7545, Validation Accuracy: 0.8093, Loss: 0.2692
Epoch   9 Batch   79/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8111, Loss: 0.2549
Epoch   9 Batch   80/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7947, Loss: 0.2538
Epoch   9 Batch   81/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7820, Loss: 0.2404
Epoch   9 Batch   82/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.7866, Loss: 0.2374
Epoch   9 Batch   83/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8008, Loss: 0.2642
Epoch   9 Batch   84/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8008, Loss: 0.2608
Epoch   9 Batch   85/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7983, Loss: 0.2515
Epoch   9 Batch   86/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7926, Loss: 0.2615
Epoch   9 Batch   87/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.7947, Loss: 0.2714
Epoch   9 Batch   88/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.7951, Loss: 0.2640
Epoch   9 Batch   89/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7944, Loss: 0.2689
Epoch   9 Batch   90/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7901, Loss: 0.2686
Epoch   9 Batch   91/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.7827, Loss: 0.2296
Epoch   9 Batch   92/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.7759, Loss: 0.2537
Epoch   9 Batch   93/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7738, Loss: 0.2693
Epoch   9 Batch   94/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8050, Loss: 0.2317
Epoch   9 Batch   95/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8004, Loss: 0.2535
Epoch   9 Batch   96/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8050, Loss: 0.2534
Epoch   9 Batch   97/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8097, Loss: 0.2535
Epoch   9 Batch   98/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.7937, Loss: 0.2402
Epoch   9 Batch   99/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7979, Loss: 0.2611
Epoch   9 Batch  100/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8001, Loss: 0.2503
Epoch   9 Batch  101/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8029, Loss: 0.2590
Epoch   9 Batch  102/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8047, Loss: 0.2402
Epoch   9 Batch  103/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8107, Loss: 0.2999
Epoch   9 Batch  104/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8072, Loss: 0.2716
Epoch   9 Batch  105/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.7940, Loss: 0.2641
Epoch   9 Batch  106/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8015, Loss: 0.2677
Epoch   9 Batch  107/1077 - Train Accuracy: 0.7868, Validation Accuracy: 0.7994, Loss: 0.2509
Epoch   9 Batch  108/1077 - Train Accuracy: 0.8189, Validation Accuracy: 0.7944, Loss: 0.2336
Epoch   9 Batch  109/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.7887, Loss: 0.2549
Epoch   9 Batch  110/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7930, Loss: 0.2402
Epoch   9 Batch  111/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7919, Loss: 0.2471
Epoch   9 Batch  112/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7915, Loss: 0.2537
Epoch   9 Batch  113/1077 - Train Accuracy: 0.7406, Validation Accuracy: 0.7994, Loss: 0.2715
Epoch   9 Batch  114/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.7898, Loss: 0.2377
Epoch   9 Batch  115/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8015, Loss: 0.2680
Epoch   9 Batch  116/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.8011, Loss: 0.2865
Epoch   9 Batch  117/1077 - Train Accuracy: 0.7586, Validation Accuracy: 0.7962, Loss: 0.2728
Epoch   9 Batch  118/1077 - Train Accuracy: 0.7701, Validation Accuracy: 0.7997, Loss: 0.2887
Epoch   9 Batch  119/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8026, Loss: 0.2646
Epoch   9 Batch  120/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8058, Loss: 0.2718
Epoch   9 Batch  121/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.8114, Loss: 0.2630
Epoch   9 Batch  122/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8139, Loss: 0.2453
Epoch   9 Batch  123/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7969, Loss: 0.2343
Epoch   9 Batch  124/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.7887, Loss: 0.2703
Epoch   9 Batch  125/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.7880, Loss: 0.2566
Epoch   9 Batch  126/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.7994, Loss: 0.2487
Epoch   9 Batch  127/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8097, Loss: 0.2376
Epoch   9 Batch  128/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8129, Loss: 0.2401
Epoch   9 Batch  129/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8118, Loss: 0.2570
Epoch   9 Batch  130/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8157, Loss: 0.2351
Epoch   9 Batch  131/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8026, Loss: 0.2551
Epoch   9 Batch  132/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.7830, Loss: 0.2698
Epoch   9 Batch  133/1077 - Train Accuracy: 0.7780, Validation Accuracy: 0.7926, Loss: 0.2697
Epoch   9 Batch  134/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7926, Loss: 0.2319
Epoch   9 Batch  135/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8075, Loss: 0.2600
Epoch   9 Batch  136/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8136, Loss: 0.2422
Epoch   9 Batch  137/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8121, Loss: 0.2382
Epoch   9 Batch  138/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7869, Loss: 0.2558
Epoch   9 Batch  139/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7745, Loss: 0.2593
Epoch   9 Batch  140/1077 - Train Accuracy: 0.8030, Validation Accuracy: 0.7816, Loss: 0.2671
Epoch   9 Batch  141/1077 - Train Accuracy: 0.7512, Validation Accuracy: 0.7979, Loss: 0.2600
Epoch   9 Batch  142/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7962, Loss: 0.2415
Epoch   9 Batch  143/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7976, Loss: 0.2586
Epoch   9 Batch  144/1077 - Train Accuracy: 0.7800, Validation Accuracy: 0.7898, Loss: 0.2816
Epoch   9 Batch  145/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7884, Loss: 0.2600
Epoch   9 Batch  146/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.7869, Loss: 0.2843
Epoch   9 Batch  147/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7926, Loss: 0.2697
Epoch   9 Batch  148/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7873, Loss: 0.2438
Epoch   9 Batch  149/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7741, Loss: 0.2447
Epoch   9 Batch  150/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.7788, Loss: 0.2483
Epoch   9 Batch  151/1077 - Train Accuracy: 0.7764, Validation Accuracy: 0.7841, Loss: 0.2410
Epoch   9 Batch  152/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7809, Loss: 0.2635
Epoch   9 Batch  153/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7869, Loss: 0.2668
Epoch   9 Batch  154/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7891, Loss: 0.2665
Epoch   9 Batch  155/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7947, Loss: 0.2518
Epoch   9 Batch  156/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8004, Loss: 0.2429
Epoch   9 Batch  157/1077 - Train Accuracy: 0.7859, Validation Accuracy: 0.7972, Loss: 0.2580
Epoch   9 Batch  158/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7997, Loss: 0.2596
Epoch   9 Batch  159/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8054, Loss: 0.2435
Epoch   9 Batch  160/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7990, Loss: 0.2570
Epoch   9 Batch  161/1077 - Train Accuracy: 0.7641, Validation Accuracy: 0.7862, Loss: 0.2504
Epoch   9 Batch  162/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7837, Loss: 0.2883
Epoch   9 Batch  163/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7898, Loss: 0.2716
Epoch   9 Batch  164/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7862, Loss: 0.2483
Epoch   9 Batch  165/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8011, Loss: 0.2622
Epoch   9 Batch  166/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8008, Loss: 0.2479
Epoch   9 Batch  167/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.8026, Loss: 0.2558
Epoch   9 Batch  168/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8050, Loss: 0.2771
Epoch   9 Batch  169/1077 - Train Accuracy: 0.8028, Validation Accuracy: 0.8043, Loss: 0.2501
Epoch   9 Batch  170/1077 - Train Accuracy: 0.7773, Validation Accuracy: 0.7933, Loss: 0.2725
Epoch   9 Batch  171/1077 - Train Accuracy: 0.7862, Validation Accuracy: 0.7848, Loss: 0.2372
Epoch   9 Batch  172/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7930, Loss: 0.2346
Epoch   9 Batch  173/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7823, Loss: 0.2735
Epoch   9 Batch  174/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8001, Loss: 0.2581
Epoch   9 Batch  175/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8054, Loss: 0.2488
Epoch   9 Batch  176/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.8100, Loss: 0.2698
Epoch   9 Batch  177/1077 - Train Accuracy: 0.8022, Validation Accuracy: 0.8125, Loss: 0.2619
Epoch   9 Batch  178/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7965, Loss: 0.2496
Epoch   9 Batch  179/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7752, Loss: 0.2538
Epoch   9 Batch  180/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7724, Loss: 0.2461
Epoch   9 Batch  181/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.7816, Loss: 0.2517
Epoch   9 Batch  182/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7848, Loss: 0.2726
Epoch   9 Batch  183/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8058, Loss: 0.2650
Epoch   9 Batch  184/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8058, Loss: 0.2378
Epoch   9 Batch  185/1077 - Train Accuracy: 0.7809, Validation Accuracy: 0.7912, Loss: 0.2504
Epoch   9 Batch  186/1077 - Train Accuracy: 0.8146, Validation Accuracy: 0.8008, Loss: 0.2540
Epoch   9 Batch  187/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7965, Loss: 0.2463
Epoch   9 Batch  188/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.7873, Loss: 0.2543
Epoch   9 Batch  189/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7859, Loss: 0.2550
Epoch   9 Batch  190/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.7901, Loss: 0.2489
Epoch   9 Batch  191/1077 - Train Accuracy: 0.8011, Validation Accuracy: 0.8033, Loss: 0.2376
Epoch   9 Batch  192/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7987, Loss: 0.2747
Epoch   9 Batch  193/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7844, Loss: 0.2374
Epoch   9 Batch  194/1077 - Train Accuracy: 0.7939, Validation Accuracy: 0.7887, Loss: 0.2480
Epoch   9 Batch  195/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8026, Loss: 0.2531
Epoch   9 Batch  196/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8075, Loss: 0.2481
Epoch   9 Batch  197/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.8097, Loss: 0.2541
Epoch   9 Batch  198/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8040, Loss: 0.2507
Epoch   9 Batch  199/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7919, Loss: 0.2256
Epoch   9 Batch  200/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7855, Loss: 0.2575
Epoch   9 Batch  201/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.7862, Loss: 0.2346
Epoch   9 Batch  202/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7979, Loss: 0.2479
Epoch   9 Batch  203/1077 - Train Accuracy: 0.7746, Validation Accuracy: 0.8036, Loss: 0.2506
Epoch   9 Batch  204/1077 - Train Accuracy: 0.7777, Validation Accuracy: 0.8054, Loss: 0.2735
Epoch   9 Batch  205/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.8050, Loss: 0.2490
Epoch   9 Batch  206/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8033, Loss: 0.2432
Epoch   9 Batch  207/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.7955, Loss: 0.2429
Epoch   9 Batch  208/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.7926, Loss: 0.2434
Epoch   9 Batch  209/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.7972, Loss: 0.2349
Epoch   9 Batch  210/1077 - Train Accuracy: 0.8099, Validation Accuracy: 0.8004, Loss: 0.2402
Epoch   9 Batch  211/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8058, Loss: 0.2448
Epoch   9 Batch  212/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7951, Loss: 0.2313
Epoch   9 Batch  213/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7823, Loss: 0.2357
Epoch   9 Batch  214/1077 - Train Accuracy: 0.7992, Validation Accuracy: 0.7919, Loss: 0.2519
Epoch   9 Batch  215/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.8100, Loss: 0.2722
Epoch   9 Batch  216/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8011, Loss: 0.2602
Epoch   9 Batch  217/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8015, Loss: 0.2410
Epoch   9 Batch  218/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.8054, Loss: 0.2824
Epoch   9 Batch  219/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8018, Loss: 0.2379
Epoch   9 Batch  220/1077 - Train Accuracy: 0.7956, Validation Accuracy: 0.8022, Loss: 0.2571
Epoch   9 Batch  221/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.7944, Loss: 0.2509
Epoch   9 Batch  222/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7972, Loss: 0.2523
Epoch   9 Batch  223/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8026, Loss: 0.2366
Epoch   9 Batch  224/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.8050, Loss: 0.2534
Epoch   9 Batch  225/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8093, Loss: 0.2566
Epoch   9 Batch  226/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8100, Loss: 0.2457
Epoch   9 Batch  227/1077 - Train Accuracy: 0.7469, Validation Accuracy: 0.8036, Loss: 0.2716
Epoch   9 Batch  228/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8001, Loss: 0.2481
Epoch   9 Batch  229/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8065, Loss: 0.2441
Epoch   9 Batch  230/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8008, Loss: 0.2302
Epoch   9 Batch  231/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7997, Loss: 0.2627
Epoch   9 Batch  232/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8104, Loss: 0.2566
Epoch   9 Batch  233/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8107, Loss: 0.2576
Epoch   9 Batch  234/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.8068, Loss: 0.2544
Epoch   9 Batch  235/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.8125, Loss: 0.2365
Epoch   9 Batch  236/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8079, Loss: 0.2571
Epoch   9 Batch  237/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8001, Loss: 0.2261
Epoch   9 Batch  238/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8036, Loss: 0.2459
Epoch   9 Batch  239/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.7944, Loss: 0.2190
Epoch   9 Batch  240/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.7962, Loss: 0.2334
Epoch   9 Batch  241/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.7930, Loss: 0.2248
Epoch   9 Batch  242/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.7933, Loss: 0.2406
Epoch   9 Batch  243/1077 - Train Accuracy: 0.7840, Validation Accuracy: 0.7940, Loss: 0.2715
Epoch   9 Batch  244/1077 - Train Accuracy: 0.8079, Validation Accuracy: 0.7958, Loss: 0.2383
Epoch   9 Batch  245/1077 - Train Accuracy: 0.8054, Validation Accuracy: 0.7944, Loss: 0.2377
Epoch   9 Batch  246/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7962, Loss: 0.2401
Epoch   9 Batch  247/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7962, Loss: 0.2394
Epoch   9 Batch  248/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8061, Loss: 0.2464
Epoch   9 Batch  249/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.7926, Loss: 0.2359
Epoch   9 Batch  250/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7912, Loss: 0.2302
Epoch   9 Batch  251/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7976, Loss: 0.2533
Epoch   9 Batch  252/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7972, Loss: 0.2459
Epoch   9 Batch  253/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7752, Loss: 0.2385
Epoch   9 Batch  254/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7781, Loss: 0.2533
Epoch   9 Batch  255/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7930, Loss: 0.2475
Epoch   9 Batch  256/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7848, Loss: 0.2870
Epoch   9 Batch  257/1077 - Train Accuracy: 0.7909, Validation Accuracy: 0.7770, Loss: 0.2537
Epoch   9 Batch  258/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.7876, Loss: 0.2369
Epoch   9 Batch  259/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7891, Loss: 0.2484
Epoch   9 Batch  260/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7830, Loss: 0.2341
Epoch   9 Batch  261/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7862, Loss: 0.2385
Epoch   9 Batch  262/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.7852, Loss: 0.2407
Epoch   9 Batch  263/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7798, Loss: 0.2483
Epoch   9 Batch  264/1077 - Train Accuracy: 0.7988, Validation Accuracy: 0.7844, Loss: 0.2594
Epoch   9 Batch  265/1077 - Train Accuracy: 0.7598, Validation Accuracy: 0.7809, Loss: 0.2543
Epoch   9 Batch  266/1077 - Train Accuracy: 0.7716, Validation Accuracy: 0.7809, Loss: 0.2541
Epoch   9 Batch  267/1077 - Train Accuracy: 0.8178, Validation Accuracy: 0.7880, Loss: 0.2271
Epoch   9 Batch  268/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7930, Loss: 0.2582
Epoch   9 Batch  269/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.7940, Loss: 0.2715
Epoch   9 Batch  270/1077 - Train Accuracy: 0.7758, Validation Accuracy: 0.7955, Loss: 0.2663
Epoch   9 Batch  271/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.7802, Loss: 0.2322
Epoch   9 Batch  272/1077 - Train Accuracy: 0.7846, Validation Accuracy: 0.7646, Loss: 0.2919
Epoch   9 Batch  273/1077 - Train Accuracy: 0.8013, Validation Accuracy: 0.7663, Loss: 0.2412
Epoch   9 Batch  274/1077 - Train Accuracy: 0.8196, Validation Accuracy: 0.7837, Loss: 0.2496
Epoch   9 Batch  275/1077 - Train Accuracy: 0.7827, Validation Accuracy: 0.8043, Loss: 0.2390
Epoch   9 Batch  276/1077 - Train Accuracy: 0.7684, Validation Accuracy: 0.7972, Loss: 0.2782
Epoch   9 Batch  277/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.8008, Loss: 0.2268
Epoch   9 Batch  278/1077 - Train Accuracy: 0.7668, Validation Accuracy: 0.8061, Loss: 0.2747
Epoch   9 Batch  279/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7905, Loss: 0.2906
Epoch   9 Batch  280/1077 - Train Accuracy: 0.7797, Validation Accuracy: 0.7827, Loss: 0.2551
Epoch   9 Batch  281/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8026, Loss: 0.2561
Epoch   9 Batch  282/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8029, Loss: 0.2681
Epoch   9 Batch  283/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8114, Loss: 0.2445
Epoch   9 Batch  284/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8111, Loss: 0.2722
Epoch   9 Batch  285/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8022, Loss: 0.2272
Epoch   9 Batch  286/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.7994, Loss: 0.2353
Epoch   9 Batch  287/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8026, Loss: 0.2487
Epoch   9 Batch  288/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.8100, Loss: 0.2729
Epoch   9 Batch  289/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8086, Loss: 0.2535
Epoch   9 Batch  290/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7891, Loss: 0.2617
Epoch   9 Batch  291/1077 - Train Accuracy: 0.7972, Validation Accuracy: 0.8047, Loss: 0.2554
Epoch   9 Batch  292/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8011, Loss: 0.2444
Epoch   9 Batch  293/1077 - Train Accuracy: 0.7660, Validation Accuracy: 0.7852, Loss: 0.2728
Epoch   9 Batch  294/1077 - Train Accuracy: 0.8366, Validation Accuracy: 0.7940, Loss: 0.2356
Epoch   9 Batch  295/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.8040, Loss: 0.2587
Epoch   9 Batch  296/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.8043, Loss: 0.2350
Epoch   9 Batch  297/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.8047, Loss: 0.2591
Epoch   9 Batch  298/1077 - Train Accuracy: 0.7898, Validation Accuracy: 0.8036, Loss: 0.2696
Epoch   9 Batch  299/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.8047, Loss: 0.2410
Epoch   9 Batch  300/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8054, Loss: 0.2399
Epoch   9 Batch  301/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.7997, Loss: 0.2518
Epoch   9 Batch  302/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8001, Loss: 0.2478
Epoch   9 Batch  303/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8089, Loss: 0.2625
Epoch   9 Batch  304/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.7915, Loss: 0.2313
Epoch   9 Batch  305/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7987, Loss: 0.2488
Epoch   9 Batch  306/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.7972, Loss: 0.2480
Epoch   9 Batch  307/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.8029, Loss: 0.2515
Epoch   9 Batch  308/1077 - Train Accuracy: 0.7617, Validation Accuracy: 0.8143, Loss: 0.2646
Epoch   9 Batch  309/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.7976, Loss: 0.2247
Epoch   9 Batch  310/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.7937, Loss: 0.2499
Epoch   9 Batch  311/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7965, Loss: 0.2357
Epoch   9 Batch  312/1077 - Train Accuracy: 0.7637, Validation Accuracy: 0.8015, Loss: 0.2727
Epoch   9 Batch  313/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8036, Loss: 0.2283
Epoch   9 Batch  314/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8040, Loss: 0.2517
Epoch   9 Batch  315/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.7962, Loss: 0.2238
Epoch   9 Batch  316/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7997, Loss: 0.2420
Epoch   9 Batch  317/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8093, Loss: 0.2684
Epoch   9 Batch  318/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.8093, Loss: 0.2582
Epoch   9 Batch  319/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.8029, Loss: 0.2641
Epoch   9 Batch  320/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8058, Loss: 0.2601
Epoch   9 Batch  321/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8139, Loss: 0.2468
Epoch   9 Batch  322/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8157, Loss: 0.2346
Epoch   9 Batch  323/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8185, Loss: 0.2419
Epoch   9 Batch  324/1077 - Train Accuracy: 0.7855, Validation Accuracy: 0.8168, Loss: 0.2401
Epoch   9 Batch  325/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8161, Loss: 0.2348
Epoch   9 Batch  326/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8153, Loss: 0.2350
Epoch   9 Batch  327/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8125, Loss: 0.2678
Epoch   9 Batch  328/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8114, Loss: 0.2533
Epoch   9 Batch  329/1077 - Train Accuracy: 0.7750, Validation Accuracy: 0.8093, Loss: 0.2649
Epoch   9 Batch  330/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8082, Loss: 0.2378
Epoch   9 Batch  331/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7965, Loss: 0.2465
Epoch   9 Batch  332/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.7976, Loss: 0.2144
Epoch   9 Batch  333/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.7905, Loss: 0.2435
Epoch   9 Batch  334/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7884, Loss: 0.2368
Epoch   9 Batch  335/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.7820, Loss: 0.2310
Epoch   9 Batch  336/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7717, Loss: 0.2647
Epoch   9 Batch  337/1077 - Train Accuracy: 0.7691, Validation Accuracy: 0.7695, Loss: 0.2694
Epoch   9 Batch  338/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.7809, Loss: 0.2634
Epoch   9 Batch  339/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7763, Loss: 0.2380
Epoch   9 Batch  340/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.7837, Loss: 0.2414
Epoch   9 Batch  341/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7827, Loss: 0.2832
Epoch   9 Batch  342/1077 - Train Accuracy: 0.7731, Validation Accuracy: 0.7834, Loss: 0.2350
Epoch   9 Batch  343/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.7891, Loss: 0.2563
Epoch   9 Batch  344/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7905, Loss: 0.2397
Epoch   9 Batch  345/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.7912, Loss: 0.2326
Epoch   9 Batch  346/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.7880, Loss: 0.2522
Epoch   9 Batch  347/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.7848, Loss: 0.2218
Epoch   9 Batch  348/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7798, Loss: 0.2363
Epoch   9 Batch  349/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7823, Loss: 0.2360
Epoch   9 Batch  350/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.7873, Loss: 0.2452
Epoch   9 Batch  351/1077 - Train Accuracy: 0.7878, Validation Accuracy: 0.7869, Loss: 0.2520
Epoch   9 Batch  352/1077 - Train Accuracy: 0.7918, Validation Accuracy: 0.7830, Loss: 0.2540
Epoch   9 Batch  353/1077 - Train Accuracy: 0.7981, Validation Accuracy: 0.7884, Loss: 0.2669
Epoch   9 Batch  354/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.7887, Loss: 0.2664
Epoch   9 Batch  355/1077 - Train Accuracy: 0.8106, Validation Accuracy: 0.7848, Loss: 0.2414
Epoch   9 Batch  356/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7933, Loss: 0.2453
Epoch   9 Batch  357/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.7937, Loss: 0.2300
Epoch   9 Batch  358/1077 - Train Accuracy: 0.7479, Validation Accuracy: 0.7830, Loss: 0.2668
Epoch   9 Batch  359/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7827, Loss: 0.2420
Epoch   9 Batch  360/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7852, Loss: 0.2344
Epoch   9 Batch  361/1077 - Train Accuracy: 0.8351, Validation Accuracy: 0.7880, Loss: 0.2532
Epoch   9 Batch  362/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.7827, Loss: 0.2356
Epoch   9 Batch  363/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.7766, Loss: 0.2606
Epoch   9 Batch  364/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.7830, Loss: 0.2586
Epoch   9 Batch  365/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.7869, Loss: 0.2312
Epoch   9 Batch  366/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.7923, Loss: 0.2443
Epoch   9 Batch  367/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7983, Loss: 0.2051
Epoch   9 Batch  368/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.7958, Loss: 0.2505
Epoch   9 Batch  369/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7923, Loss: 0.2355
Epoch   9 Batch  370/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.7965, Loss: 0.2359
Epoch   9 Batch  371/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7919, Loss: 0.2337
Epoch   9 Batch  372/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.7972, Loss: 0.2312
Epoch   9 Batch  373/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.7933, Loss: 0.2314
Epoch   9 Batch  374/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7798, Loss: 0.2569
Epoch   9 Batch  375/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.7915, Loss: 0.2336
Epoch   9 Batch  376/1077 - Train Accuracy: 0.8029, Validation Accuracy: 0.7972, Loss: 0.2389
Epoch   9 Batch  377/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7880, Loss: 0.2436
Epoch   9 Batch  378/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7830, Loss: 0.2289
Epoch   9 Batch  379/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.7862, Loss: 0.2527
Epoch   9 Batch  380/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7908, Loss: 0.2256
Epoch   9 Batch  381/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7915, Loss: 0.2569
Epoch   9 Batch  382/1077 - Train Accuracy: 0.8084, Validation Accuracy: 0.7972, Loss: 0.2593
Epoch   9 Batch  383/1077 - Train Accuracy: 0.7798, Validation Accuracy: 0.7915, Loss: 0.2449
Epoch   9 Batch  384/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.7983, Loss: 0.2333
Epoch   9 Batch  385/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8015, Loss: 0.2459
Epoch   9 Batch  386/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8114, Loss: 0.2436
Epoch   9 Batch  387/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7990, Loss: 0.2293
Epoch   9 Batch  388/1077 - Train Accuracy: 0.7734, Validation Accuracy: 0.7738, Loss: 0.2558
Epoch   9 Batch  389/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7901, Loss: 0.2407
Epoch   9 Batch  390/1077 - Train Accuracy: 0.7770, Validation Accuracy: 0.8132, Loss: 0.2785
Epoch   9 Batch  391/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.7994, Loss: 0.2382
Epoch   9 Batch  392/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7955, Loss: 0.2404
Epoch   9 Batch  393/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8082, Loss: 0.2436
Epoch   9 Batch  394/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7987, Loss: 0.2539
Epoch   9 Batch  395/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.7898, Loss: 0.2332
Epoch   9 Batch  396/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7901, Loss: 0.2501
Epoch   9 Batch  397/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.8054, Loss: 0.2465
Epoch   9 Batch  398/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8089, Loss: 0.2435
Epoch   9 Batch  399/1077 - Train Accuracy: 0.7619, Validation Accuracy: 0.8040, Loss: 0.2575
Epoch   9 Batch  400/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.7944, Loss: 0.2554
Epoch   9 Batch  401/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.7958, Loss: 0.2391
Epoch   9 Batch  402/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8001, Loss: 0.2331
Epoch   9 Batch  403/1077 - Train Accuracy: 0.7762, Validation Accuracy: 0.8047, Loss: 0.2595
Epoch   9 Batch  404/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8068, Loss: 0.2397
Epoch   9 Batch  405/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8111, Loss: 0.2661
Epoch   9 Batch  406/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.7994, Loss: 0.2294
Epoch   9 Batch  407/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7869, Loss: 0.2597
Epoch   9 Batch  408/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8004, Loss: 0.2505
Epoch   9 Batch  409/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8107, Loss: 0.2601
Epoch   9 Batch  410/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8178, Loss: 0.2561
Epoch   9 Batch  411/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8182, Loss: 0.2353
Epoch   9 Batch  412/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8058, Loss: 0.2215
Epoch   9 Batch  413/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8018, Loss: 0.2358
Epoch   9 Batch  414/1077 - Train Accuracy: 0.7535, Validation Accuracy: 0.8100, Loss: 0.2575
Epoch   9 Batch  415/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.8132, Loss: 0.2431
Epoch   9 Batch  416/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8118, Loss: 0.2383
Epoch   9 Batch  417/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8111, Loss: 0.2534
Epoch   9 Batch  418/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8054, Loss: 0.2436
Epoch   9 Batch  419/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.7898, Loss: 0.2411
Epoch   9 Batch  420/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7876, Loss: 0.2268
Epoch   9 Batch  421/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8040, Loss: 0.2564
Epoch   9 Batch  422/1077 - Train Accuracy: 0.7760, Validation Accuracy: 0.8100, Loss: 0.2357
Epoch   9 Batch  423/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8072, Loss: 0.2443
Epoch   9 Batch  424/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8033, Loss: 0.2518
Epoch   9 Batch  425/1077 - Train Accuracy: 0.8114, Validation Accuracy: 0.7997, Loss: 0.2339
Epoch   9 Batch  426/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8061, Loss: 0.2448
Epoch   9 Batch  427/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.8075, Loss: 0.2277
Epoch   9 Batch  428/1077 - Train Accuracy: 0.8151, Validation Accuracy: 0.8072, Loss: 0.2222
Epoch   9 Batch  429/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8058, Loss: 0.2448
Epoch   9 Batch  430/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8008, Loss: 0.2339
Epoch   9 Batch  431/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8061, Loss: 0.2477
Epoch   9 Batch  432/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.7933, Loss: 0.2346
Epoch   9 Batch  433/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7930, Loss: 0.2487
Epoch   9 Batch  434/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8036, Loss: 0.2495
Epoch   9 Batch  435/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.7947, Loss: 0.2551
Epoch   9 Batch  436/1077 - Train Accuracy: 0.8300, Validation Accuracy: 0.7908, Loss: 0.2343
Epoch   9 Batch  437/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.7933, Loss: 0.2534
Epoch   9 Batch  438/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.7912, Loss: 0.2440
Epoch   9 Batch  439/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7841, Loss: 0.2625
Epoch   9 Batch  440/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7876, Loss: 0.2615
Epoch   9 Batch  441/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.7844, Loss: 0.2256
Epoch   9 Batch  442/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.7791, Loss: 0.2274
Epoch   9 Batch  443/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7805, Loss: 0.2328
Epoch   9 Batch  444/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.7898, Loss: 0.2319
Epoch   9 Batch  445/1077 - Train Accuracy: 0.7623, Validation Accuracy: 0.7933, Loss: 0.2481
Epoch   9 Batch  446/1077 - Train Accuracy: 0.8058, Validation Accuracy: 0.7972, Loss: 0.2235
Epoch   9 Batch  447/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.7873, Loss: 0.2526
Epoch   9 Batch  448/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7820, Loss: 0.2448
Epoch   9 Batch  449/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7809, Loss: 0.2663
Epoch   9 Batch  450/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.7940, Loss: 0.2291
Epoch   9 Batch  451/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.7997, Loss: 0.2112
Epoch   9 Batch  452/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8036, Loss: 0.2460
Epoch   9 Batch  453/1077 - Train Accuracy: 0.7999, Validation Accuracy: 0.7926, Loss: 0.2306
Epoch   9 Batch  454/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7919, Loss: 0.2645
Epoch   9 Batch  455/1077 - Train Accuracy: 0.7866, Validation Accuracy: 0.7933, Loss: 0.2264
Epoch   9 Batch  456/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.7997, Loss: 0.2417
Epoch   9 Batch  457/1077 - Train Accuracy: 0.8229, Validation Accuracy: 0.8011, Loss: 0.2289
Epoch   9 Batch  458/1077 - Train Accuracy: 0.7574, Validation Accuracy: 0.7994, Loss: 0.2522
Epoch   9 Batch  459/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7951, Loss: 0.2229
Epoch   9 Batch  460/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.7923, Loss: 0.2531
Epoch   9 Batch  461/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.7983, Loss: 0.2370
Epoch   9 Batch  462/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7912, Loss: 0.2354
Epoch   9 Batch  463/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.7965, Loss: 0.2469
Epoch   9 Batch  464/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.7958, Loss: 0.2328
Epoch   9 Batch  465/1077 - Train Accuracy: 0.7907, Validation Accuracy: 0.7908, Loss: 0.2903
Epoch   9 Batch  466/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7983, Loss: 0.2403
Epoch   9 Batch  467/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.7937, Loss: 0.2387
Epoch   9 Batch  468/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7990, Loss: 0.2402
Epoch   9 Batch  469/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7947, Loss: 0.2554
Epoch   9 Batch  470/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.7926, Loss: 0.2541
Epoch   9 Batch  471/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8029, Loss: 0.2346
Epoch   9 Batch  472/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8050, Loss: 0.2204
Epoch   9 Batch  473/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8018, Loss: 0.2444
Epoch   9 Batch  474/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8022, Loss: 0.2520
Epoch   9 Batch  475/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8004, Loss: 0.2389
Epoch   9 Batch  476/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.7965, Loss: 0.2249
Epoch   9 Batch  477/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.7994, Loss: 0.2321
Epoch   9 Batch  478/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.8040, Loss: 0.2568
Epoch   9 Batch  479/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8008, Loss: 0.2631
Epoch   9 Batch  480/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7944, Loss: 0.2340
Epoch   9 Batch  481/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.7958, Loss: 0.2360
Epoch   9 Batch  482/1077 - Train Accuracy: 0.7985, Validation Accuracy: 0.8008, Loss: 0.2607
Epoch   9 Batch  483/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8018, Loss: 0.2566
Epoch   9 Batch  484/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8033, Loss: 0.2342
Epoch   9 Batch  485/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.7994, Loss: 0.2465
Epoch   9 Batch  486/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8089, Loss: 0.2306
Epoch   9 Batch  487/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8129, Loss: 0.2411
Epoch   9 Batch  488/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8111, Loss: 0.2344
Epoch   9 Batch  489/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8047, Loss: 0.2287
Epoch   9 Batch  490/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8022, Loss: 0.2517
Epoch   9 Batch  491/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8086, Loss: 0.2407
Epoch   9 Batch  492/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8079, Loss: 0.2553
Epoch   9 Batch  493/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8058, Loss: 0.2169
Epoch   9 Batch  494/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8018, Loss: 0.2353
Epoch   9 Batch  495/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8043, Loss: 0.2279
Epoch   9 Batch  496/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.7866, Loss: 0.2440
Epoch   9 Batch  497/1077 - Train Accuracy: 0.7989, Validation Accuracy: 0.7749, Loss: 0.2544
Epoch   9 Batch  498/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.7784, Loss: 0.2358
Epoch   9 Batch  499/1077 - Train Accuracy: 0.7656, Validation Accuracy: 0.7951, Loss: 0.2342
Epoch   9 Batch  500/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.7933, Loss: 0.2245
Epoch   9 Batch  501/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7862, Loss: 0.2369
Epoch   9 Batch  502/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.7937, Loss: 0.2415
Epoch   9 Batch  503/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.7766, Loss: 0.2336
Epoch   9 Batch  504/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.7734, Loss: 0.2467
Epoch   9 Batch  505/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7791, Loss: 0.2159
Epoch   9 Batch  506/1077 - Train Accuracy: 0.7953, Validation Accuracy: 0.7919, Loss: 0.2449
Epoch   9 Batch  507/1077 - Train Accuracy: 0.7629, Validation Accuracy: 0.7912, Loss: 0.2382
Epoch   9 Batch  508/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.7947, Loss: 0.2341
Epoch   9 Batch  509/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7859, Loss: 0.2596
Epoch   9 Batch  510/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7869, Loss: 0.2332
Epoch   9 Batch  511/1077 - Train Accuracy: 0.8026, Validation Accuracy: 0.7827, Loss: 0.2367
Epoch   9 Batch  512/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.7908, Loss: 0.2357
Epoch   9 Batch  513/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8022, Loss: 0.2381
Epoch   9 Batch  514/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.7940, Loss: 0.2399
Epoch   9 Batch  515/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8036, Loss: 0.2650
Epoch   9 Batch  516/1077 - Train Accuracy: 0.8460, Validation Accuracy: 0.8004, Loss: 0.2067
Epoch   9 Batch  517/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8018, Loss: 0.2431
Epoch   9 Batch  518/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.7873, Loss: 0.2146
Epoch   9 Batch  519/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.7866, Loss: 0.2308
Epoch   9 Batch  520/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.7983, Loss: 0.2173
Epoch   9 Batch  521/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.7990, Loss: 0.2324
Epoch   9 Batch  522/1077 - Train Accuracy: 0.7301, Validation Accuracy: 0.7930, Loss: 0.2702
Epoch   9 Batch  523/1077 - Train Accuracy: 0.7875, Validation Accuracy: 0.7972, Loss: 0.2390
Epoch   9 Batch  524/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.7912, Loss: 0.2461
Epoch   9 Batch  525/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8018, Loss: 0.2297
Epoch   9 Batch  526/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.7979, Loss: 0.2293
Epoch   9 Batch  527/1077 - Train Accuracy: 0.7845, Validation Accuracy: 0.7972, Loss: 0.2430
Epoch   9 Batch  528/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.7983, Loss: 0.2344
Epoch   9 Batch  529/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.7958, Loss: 0.2264
Epoch   9 Batch  530/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7912, Loss: 0.2504
Epoch   9 Batch  531/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7965, Loss: 0.2337
Epoch   9 Batch  532/1077 - Train Accuracy: 0.7742, Validation Accuracy: 0.8018, Loss: 0.2784
Epoch   9 Batch  533/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.7962, Loss: 0.2432
Epoch   9 Batch  534/1077 - Train Accuracy: 0.7976, Validation Accuracy: 0.7891, Loss: 0.2365
Epoch   9 Batch  535/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8011, Loss: 0.2346
Epoch   9 Batch  536/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8008, Loss: 0.2298
Epoch   9 Batch  537/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.7915, Loss: 0.2430
Epoch   9 Batch  538/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.7869, Loss: 0.2202
Epoch   9 Batch  539/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.7841, Loss: 0.2473
Epoch   9 Batch  540/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.7912, Loss: 0.2183
Epoch   9 Batch  541/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7987, Loss: 0.2376
Epoch   9 Batch  542/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7855, Loss: 0.2339
Epoch   9 Batch  543/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.7837, Loss: 0.2366
Epoch   9 Batch  544/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7841, Loss: 0.2333
Epoch   9 Batch  545/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7820, Loss: 0.2579
Epoch   9 Batch  546/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.7844, Loss: 0.2501
Epoch   9 Batch  547/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.7869, Loss: 0.2254
Epoch   9 Batch  548/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8015, Loss: 0.2418
Epoch   9 Batch  549/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.7894, Loss: 0.2518
Epoch   9 Batch  550/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7862, Loss: 0.2529
Epoch   9 Batch  551/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.7923, Loss: 0.2522
Epoch   9 Batch  552/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.7820, Loss: 0.2504
Epoch   9 Batch  553/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.7852, Loss: 0.2474
Epoch   9 Batch  554/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.7894, Loss: 0.2471
Epoch   9 Batch  555/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8004, Loss: 0.2368
Epoch   9 Batch  556/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.7862, Loss: 0.2329
Epoch   9 Batch  557/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.7784, Loss: 0.2364
Epoch   9 Batch  558/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7887, Loss: 0.2304
Epoch   9 Batch  559/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7937, Loss: 0.2388
Epoch   9 Batch  560/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7958, Loss: 0.2295
Epoch   9 Batch  561/1077 - Train Accuracy: 0.7995, Validation Accuracy: 0.7894, Loss: 0.2333
Epoch   9 Batch  562/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8068, Loss: 0.2213
Epoch   9 Batch  563/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.8104, Loss: 0.2558
Epoch   9 Batch  564/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7997, Loss: 0.2512
Epoch   9 Batch  565/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8018, Loss: 0.2487
Epoch   9 Batch  566/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8043, Loss: 0.2599
Epoch   9 Batch  567/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8082, Loss: 0.2292
Epoch   9 Batch  568/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8011, Loss: 0.2244
Epoch   9 Batch  569/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7976, Loss: 0.2481
Epoch   9 Batch  570/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.7976, Loss: 0.2566
Epoch   9 Batch  571/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.7979, Loss: 0.2245
Epoch   9 Batch  572/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.7940, Loss: 0.2176
Epoch   9 Batch  573/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8132, Loss: 0.2616
Epoch   9 Batch  574/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8104, Loss: 0.2356
Epoch   9 Batch  575/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8026, Loss: 0.2326
Epoch   9 Batch  576/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7962, Loss: 0.2410
Epoch   9 Batch  577/1077 - Train Accuracy: 0.7985, Validation Accuracy: 0.8047, Loss: 0.2467
Epoch   9 Batch  578/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8050, Loss: 0.2421
Epoch   9 Batch  579/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.7947, Loss: 0.2307
Epoch   9 Batch  580/1077 - Train Accuracy: 0.8326, Validation Accuracy: 0.8050, Loss: 0.2196
Epoch   9 Batch  581/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8139, Loss: 0.2295
Epoch   9 Batch  582/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8210, Loss: 0.2294
Epoch   9 Batch  583/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.7972, Loss: 0.2640
Epoch   9 Batch  584/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8004, Loss: 0.2415
Epoch   9 Batch  585/1077 - Train Accuracy: 0.8255, Validation Accuracy: 0.7983, Loss: 0.2257
Epoch   9 Batch  586/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.7912, Loss: 0.2481
Epoch   9 Batch  587/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.7844, Loss: 0.2308
Epoch   9 Batch  588/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.7905, Loss: 0.2390
Epoch   9 Batch  589/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8033, Loss: 0.2379
Epoch   9 Batch  590/1077 - Train Accuracy: 0.7718, Validation Accuracy: 0.8001, Loss: 0.2557
Epoch   9 Batch  591/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8008, Loss: 0.2197
Epoch   9 Batch  592/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8033, Loss: 0.2324
Epoch   9 Batch  593/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.7983, Loss: 0.2453
Epoch   9 Batch  594/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.7869, Loss: 0.2498
Epoch   9 Batch  595/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.7923, Loss: 0.2434
Epoch   9 Batch  596/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8086, Loss: 0.2500
Epoch   9 Batch  597/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8008, Loss: 0.2431
Epoch   9 Batch  598/1077 - Train Accuracy: 0.8103, Validation Accuracy: 0.8043, Loss: 0.2254
Epoch   9 Batch  599/1077 - Train Accuracy: 0.7887, Validation Accuracy: 0.8093, Loss: 0.2740
Epoch   9 Batch  600/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8143, Loss: 0.2226
Epoch   9 Batch  601/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8004, Loss: 0.2357
Epoch   9 Batch  602/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8001, Loss: 0.2417
Epoch   9 Batch  603/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8008, Loss: 0.2360
Epoch   9 Batch  604/1077 - Train Accuracy: 0.7902, Validation Accuracy: 0.8136, Loss: 0.2487
Epoch   9 Batch  605/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8171, Loss: 0.2505
Epoch   9 Batch  606/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8061, Loss: 0.2130
Epoch   9 Batch  607/1077 - Train Accuracy: 0.8370, Validation Accuracy: 0.8040, Loss: 0.2253
Epoch   9 Batch  608/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8033, Loss: 0.2456
Epoch   9 Batch  609/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8047, Loss: 0.2425
Epoch   9 Batch  610/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8054, Loss: 0.2457
Epoch   9 Batch  611/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8058, Loss: 0.2563
Epoch   9 Batch  612/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8082, Loss: 0.2204
Epoch   9 Batch  613/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8207, Loss: 0.2584
Epoch   9 Batch  614/1077 - Train Accuracy: 0.8233, Validation Accuracy: 0.8082, Loss: 0.2288
Epoch   9 Batch  615/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8079, Loss: 0.2287
Epoch   9 Batch  616/1077 - Train Accuracy: 0.7977, Validation Accuracy: 0.8022, Loss: 0.2468
Epoch   9 Batch  617/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.7997, Loss: 0.2217
Epoch   9 Batch  618/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8029, Loss: 0.2458
Epoch   9 Batch  619/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.8054, Loss: 0.2372
Epoch   9 Batch  620/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8072, Loss: 0.2217
Epoch   9 Batch  621/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8047, Loss: 0.2355
Epoch   9 Batch  622/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8015, Loss: 0.2512
Epoch   9 Batch  623/1077 - Train Accuracy: 0.7848, Validation Accuracy: 0.8047, Loss: 0.2444
Epoch   9 Batch  624/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8065, Loss: 0.2248
Epoch   9 Batch  625/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7997, Loss: 0.2308
Epoch   9 Batch  626/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8054, Loss: 0.2054
Epoch   9 Batch  627/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8075, Loss: 0.2359
Epoch   9 Batch  628/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8068, Loss: 0.2425
Epoch   9 Batch  629/1077 - Train Accuracy: 0.7952, Validation Accuracy: 0.8058, Loss: 0.2354
Epoch   9 Batch  630/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8018, Loss: 0.2262
Epoch   9 Batch  631/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8011, Loss: 0.2189
Epoch   9 Batch  632/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8136, Loss: 0.2378
Epoch   9 Batch  633/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8004, Loss: 0.2374
Epoch   9 Batch  634/1077 - Train Accuracy: 0.7779, Validation Accuracy: 0.8008, Loss: 0.2249
Epoch   9 Batch  635/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.7951, Loss: 0.2537
Epoch   9 Batch  636/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8008, Loss: 0.2394
Epoch   9 Batch  637/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.8011, Loss: 0.2404
Epoch   9 Batch  638/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7947, Loss: 0.2209
Epoch   9 Batch  639/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8015, Loss: 0.2380
Epoch   9 Batch  640/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.7979, Loss: 0.2323
Epoch   9 Batch  641/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.8129, Loss: 0.2213
Epoch   9 Batch  642/1077 - Train Accuracy: 0.8065, Validation Accuracy: 0.8121, Loss: 0.2409
Epoch   9 Batch  643/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8086, Loss: 0.2109
Epoch   9 Batch  644/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8111, Loss: 0.2256
Epoch   9 Batch  645/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8203, Loss: 0.2228
Epoch   9 Batch  646/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8139, Loss: 0.2344
Epoch   9 Batch  647/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8058, Loss: 0.2374
Epoch   9 Batch  648/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8004, Loss: 0.2247
Epoch   9 Batch  649/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.7912, Loss: 0.2309
Epoch   9 Batch  650/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8004, Loss: 0.2352
Epoch   9 Batch  651/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8121, Loss: 0.2245
Epoch   9 Batch  652/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8011, Loss: 0.2448
Epoch   9 Batch  653/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8026, Loss: 0.2434
Epoch   9 Batch  654/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8139, Loss: 0.2245
Epoch   9 Batch  655/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8026, Loss: 0.2429
Epoch   9 Batch  656/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.7923, Loss: 0.2390
Epoch   9 Batch  657/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.7990, Loss: 0.2499
Epoch   9 Batch  658/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7933, Loss: 0.2233
Epoch   9 Batch  659/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.7983, Loss: 0.2381
Epoch   9 Batch  660/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7976, Loss: 0.2325
Epoch   9 Batch  661/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.7962, Loss: 0.2234
Epoch   9 Batch  662/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.7944, Loss: 0.2171
Epoch   9 Batch  663/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7915, Loss: 0.2086
Epoch   9 Batch  664/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.7841, Loss: 0.2323
Epoch   9 Batch  665/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.7884, Loss: 0.2393
Epoch   9 Batch  666/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.7905, Loss: 0.2435
Epoch   9 Batch  667/1077 - Train Accuracy: 0.8100, Validation Accuracy: 0.7866, Loss: 0.2549
Epoch   9 Batch  668/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.7827, Loss: 0.2281
Epoch   9 Batch  669/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.7844, Loss: 0.2287
Epoch   9 Batch  670/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.7923, Loss: 0.2219
Epoch   9 Batch  671/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.7955, Loss: 0.2554
Epoch   9 Batch  672/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.7962, Loss: 0.2238
Epoch   9 Batch  673/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.7887, Loss: 0.2193
Epoch   9 Batch  674/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.7955, Loss: 0.2329
Epoch   9 Batch  675/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.8008, Loss: 0.2410
Epoch   9 Batch  676/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8033, Loss: 0.2405
Epoch   9 Batch  677/1077 - Train Accuracy: 0.7785, Validation Accuracy: 0.8079, Loss: 0.2480
Epoch   9 Batch  678/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8008, Loss: 0.2178
Epoch   9 Batch  679/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8015, Loss: 0.2384
Epoch   9 Batch  680/1077 - Train Accuracy: 0.7920, Validation Accuracy: 0.8001, Loss: 0.2295
Epoch   9 Batch  681/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.7994, Loss: 0.2321
Epoch   9 Batch  682/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7965, Loss: 0.2353
Epoch   9 Batch  683/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.7983, Loss: 0.2217
Epoch   9 Batch  684/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8004, Loss: 0.2210
Epoch   9 Batch  685/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.7951, Loss: 0.2400
Epoch   9 Batch  686/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.7915, Loss: 0.2123
Epoch   9 Batch  687/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7823, Loss: 0.2470
Epoch   9 Batch  688/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.7830, Loss: 0.2187
Epoch   9 Batch  689/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.7809, Loss: 0.2206
Epoch   9 Batch  690/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.7834, Loss: 0.2265
Epoch   9 Batch  691/1077 - Train Accuracy: 0.8067, Validation Accuracy: 0.8040, Loss: 0.2639
Epoch   9 Batch  692/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.7937, Loss: 0.2174
Epoch   9 Batch  693/1077 - Train Accuracy: 0.7821, Validation Accuracy: 0.7905, Loss: 0.2803
Epoch   9 Batch  694/1077 - Train Accuracy: 0.8177, Validation Accuracy: 0.7979, Loss: 0.2243
Epoch   9 Batch  695/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8040, Loss: 0.2186
Epoch   9 Batch  696/1077 - Train Accuracy: 0.7804, Validation Accuracy: 0.7958, Loss: 0.2475
Epoch   9 Batch  697/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.7969, Loss: 0.2252
Epoch   9 Batch  698/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.7983, Loss: 0.2165
Epoch   9 Batch  699/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8093, Loss: 0.2361
Epoch   9 Batch  700/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8050, Loss: 0.2174
Epoch   9 Batch  701/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8058, Loss: 0.2368
Epoch   9 Batch  702/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8043, Loss: 0.2341
Epoch   9 Batch  703/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8068, Loss: 0.2399
Epoch   9 Batch  704/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8033, Loss: 0.2466
Epoch   9 Batch  705/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8040, Loss: 0.2568
Epoch   9 Batch  706/1077 - Train Accuracy: 0.8028, Validation Accuracy: 0.8061, Loss: 0.2459
Epoch   9 Batch  707/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8104, Loss: 0.2335
Epoch   9 Batch  708/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8075, Loss: 0.2371
Epoch   9 Batch  709/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8175, Loss: 0.2615
Epoch   9 Batch  710/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8182, Loss: 0.2335
Epoch   9 Batch  711/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8192, Loss: 0.2559
Epoch   9 Batch  712/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8157, Loss: 0.2193
Epoch   9 Batch  713/1077 - Train Accuracy: 0.8175, Validation Accuracy: 0.8050, Loss: 0.2199
Epoch   9 Batch  714/1077 - Train Accuracy: 0.8021, Validation Accuracy: 0.7820, Loss: 0.2461
Epoch   9 Batch  715/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7823, Loss: 0.2478
Epoch   9 Batch  716/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8058, Loss: 0.2105
Epoch   9 Batch  717/1077 - Train Accuracy: 0.8376, Validation Accuracy: 0.7983, Loss: 0.2339
Epoch   9 Batch  718/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8008, Loss: 0.2504
Epoch   9 Batch  719/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.7976, Loss: 0.2378
Epoch   9 Batch  720/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8036, Loss: 0.2477
Epoch   9 Batch  721/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7791, Loss: 0.2385
Epoch   9 Batch  722/1077 - Train Accuracy: 0.7867, Validation Accuracy: 0.7830, Loss: 0.2383
Epoch   9 Batch  723/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.8033, Loss: 0.2307
Epoch   9 Batch  724/1077 - Train Accuracy: 0.8331, Validation Accuracy: 0.8200, Loss: 0.2468
Epoch   9 Batch  725/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8200, Loss: 0.2216
Epoch   9 Batch  726/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8253, Loss: 0.2229
Epoch   9 Batch  727/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.7976, Loss: 0.2092
Epoch   9 Batch  728/1077 - Train Accuracy: 0.7906, Validation Accuracy: 0.7862, Loss: 0.2428
Epoch   9 Batch  729/1077 - Train Accuracy: 0.7914, Validation Accuracy: 0.7937, Loss: 0.2456
Epoch   9 Batch  730/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.7820, Loss: 0.2480
Epoch   9 Batch  731/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7848, Loss: 0.2302
Epoch   9 Batch  732/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.7930, Loss: 0.2503
Epoch   9 Batch  733/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.7940, Loss: 0.2441
Epoch   9 Batch  734/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.7887, Loss: 0.2514
Epoch   9 Batch  735/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.7859, Loss: 0.2329
Epoch   9 Batch  736/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.7848, Loss: 0.2337
Epoch   9 Batch  737/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.7855, Loss: 0.2492
Epoch   9 Batch  738/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7770, Loss: 0.2094
Epoch   9 Batch  739/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7788, Loss: 0.2171
Epoch   9 Batch  740/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.7844, Loss: 0.2185
Epoch   9 Batch  741/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7866, Loss: 0.2377
Epoch   9 Batch  742/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7926, Loss: 0.2331
Epoch   9 Batch  743/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.7926, Loss: 0.2347
Epoch   9 Batch  744/1077 - Train Accuracy: 0.8326, Validation Accuracy: 0.7947, Loss: 0.2123
Epoch   9 Batch  745/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7969, Loss: 0.2303
Epoch   9 Batch  746/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.7951, Loss: 0.2180
Epoch   9 Batch  747/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.7958, Loss: 0.2075
Epoch   9 Batch  748/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7930, Loss: 0.2224
Epoch   9 Batch  749/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8022, Loss: 0.2404
Epoch   9 Batch  750/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8086, Loss: 0.2264
Epoch   9 Batch  751/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8011, Loss: 0.2212
Epoch   9 Batch  752/1077 - Train Accuracy: 0.8110, Validation Accuracy: 0.8075, Loss: 0.2236
Epoch   9 Batch  753/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8075, Loss: 0.2242
Epoch   9 Batch  754/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8061, Loss: 0.2404
Epoch   9 Batch  755/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.7983, Loss: 0.2384
Epoch   9 Batch  756/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8072, Loss: 0.2276
Epoch   9 Batch  757/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8058, Loss: 0.2404
Epoch   9 Batch  758/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8004, Loss: 0.2013
Epoch   9 Batch  759/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8022, Loss: 0.2093
Epoch   9 Batch  760/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8011, Loss: 0.2389
Epoch   9 Batch  761/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8029, Loss: 0.2450
Epoch   9 Batch  762/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.7969, Loss: 0.2060
Epoch   9 Batch  763/1077 - Train Accuracy: 0.8144, Validation Accuracy: 0.7844, Loss: 0.2234
Epoch   9 Batch  764/1077 - Train Accuracy: 0.8339, Validation Accuracy: 0.7933, Loss: 0.2275
Epoch   9 Batch  765/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8043, Loss: 0.2280
Epoch   9 Batch  766/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8058, Loss: 0.2365
Epoch   9 Batch  767/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8061, Loss: 0.2350
Epoch   9 Batch  768/1077 - Train Accuracy: 0.7805, Validation Accuracy: 0.7955, Loss: 0.2354
Epoch   9 Batch  769/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.7930, Loss: 0.2314
Epoch   9 Batch  770/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.7848, Loss: 0.2190
Epoch   9 Batch  771/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.7855, Loss: 0.2311
Epoch   9 Batch  772/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.7912, Loss: 0.2187
Epoch   9 Batch  773/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8022, Loss: 0.2225
Epoch   9 Batch  774/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8136, Loss: 0.2379
Epoch   9 Batch  775/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8121, Loss: 0.2262
Epoch   9 Batch  776/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8072, Loss: 0.2265
Epoch   9 Batch  777/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8097, Loss: 0.2314
Epoch   9 Batch  778/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.7962, Loss: 0.2181
Epoch   9 Batch  779/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7976, Loss: 0.2315
Epoch   9 Batch  780/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.7983, Loss: 0.2380
Epoch   9 Batch  781/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8100, Loss: 0.2132
Epoch   9 Batch  782/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8089, Loss: 0.2153
Epoch   9 Batch  783/1077 - Train Accuracy: 0.7857, Validation Accuracy: 0.8089, Loss: 0.2293
Epoch   9 Batch  784/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8075, Loss: 0.2119
Epoch   9 Batch  785/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8164, Loss: 0.2152
Epoch   9 Batch  786/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8075, Loss: 0.2369
Epoch   9 Batch  787/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8004, Loss: 0.2078
Epoch   9 Batch  788/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.7951, Loss: 0.2212
Epoch   9 Batch  789/1077 - Train Accuracy: 0.8030, Validation Accuracy: 0.8004, Loss: 0.2250
Epoch   9 Batch  790/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8079, Loss: 0.2458
Epoch   9 Batch  791/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8082, Loss: 0.2380
Epoch   9 Batch  792/1077 - Train Accuracy: 0.7836, Validation Accuracy: 0.8061, Loss: 0.2394
Epoch   9 Batch  793/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8111, Loss: 0.2224
Epoch   9 Batch  794/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8082, Loss: 0.2177
Epoch   9 Batch  795/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.7962, Loss: 0.2391
Epoch   9 Batch  796/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7958, Loss: 0.2287
Epoch   9 Batch  797/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8001, Loss: 0.2265
Epoch   9 Batch  798/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8111, Loss: 0.2306
Epoch   9 Batch  799/1077 - Train Accuracy: 0.8000, Validation Accuracy: 0.8093, Loss: 0.2554
Epoch   9 Batch  800/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8097, Loss: 0.2262
Epoch   9 Batch  801/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8157, Loss: 0.2312
Epoch   9 Batch  802/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8139, Loss: 0.2380
Epoch   9 Batch  803/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8111, Loss: 0.2249
Epoch   9 Batch  804/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8125, Loss: 0.2218
Epoch   9 Batch  805/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8072, Loss: 0.2292
Epoch   9 Batch  806/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8068, Loss: 0.2251
Epoch   9 Batch  807/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8132, Loss: 0.2048
Epoch   9 Batch  808/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8164, Loss: 0.2430
Epoch   9 Batch  809/1077 - Train Accuracy: 0.7936, Validation Accuracy: 0.8129, Loss: 0.2551
Epoch   9 Batch  810/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8068, Loss: 0.2147
Epoch   9 Batch  811/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8146, Loss: 0.2181
Epoch   9 Batch  812/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8082, Loss: 0.2328
Epoch   9 Batch  813/1077 - Train Accuracy: 0.8248, Validation Accuracy: 0.8093, Loss: 0.2265
Epoch   9 Batch  814/1077 - Train Accuracy: 0.8008, Validation Accuracy: 0.8043, Loss: 0.2432
Epoch   9 Batch  815/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8026, Loss: 0.2241
Epoch   9 Batch  816/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8111, Loss: 0.2323
Epoch   9 Batch  817/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8022, Loss: 0.2474
Epoch   9 Batch  818/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8011, Loss: 0.2358
Epoch   9 Batch  819/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8196, Loss: 0.2257
Epoch   9 Batch  820/1077 - Train Accuracy: 0.7812, Validation Accuracy: 0.8136, Loss: 0.2498
Epoch   9 Batch  821/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8150, Loss: 0.2199
Epoch   9 Batch  822/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8182, Loss: 0.2221
Epoch   9 Batch  823/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8153, Loss: 0.2194
Epoch   9 Batch  824/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8086, Loss: 0.2239
Epoch   9 Batch  825/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8001, Loss: 0.2235
Epoch   9 Batch  826/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8022, Loss: 0.2189
Epoch   9 Batch  827/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8079, Loss: 0.2361
Epoch   9 Batch  828/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.7947, Loss: 0.2328
Epoch   9 Batch  829/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.7972, Loss: 0.2520
Epoch   9 Batch  830/1077 - Train Accuracy: 0.7879, Validation Accuracy: 0.7969, Loss: 0.2265
Epoch   9 Batch  831/1077 - Train Accuracy: 0.7727, Validation Accuracy: 0.7955, Loss: 0.2280
Epoch   9 Batch  832/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8040, Loss: 0.2223
Epoch   9 Batch  833/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.7923, Loss: 0.2272
Epoch   9 Batch  834/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.7926, Loss: 0.2214
Epoch   9 Batch  835/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.7990, Loss: 0.2296
Epoch   9 Batch  836/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8001, Loss: 0.2304
Epoch   9 Batch  837/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.8065, Loss: 0.2479
Epoch   9 Batch  838/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8047, Loss: 0.2121
Epoch   9 Batch  839/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7983, Loss: 0.2155
Epoch   9 Batch  840/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.7940, Loss: 0.2199
Epoch   9 Batch  841/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.7951, Loss: 0.2365
Epoch   9 Batch  842/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8026, Loss: 0.2195
Epoch   9 Batch  843/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8097, Loss: 0.2084
Epoch   9 Batch  844/1077 - Train Accuracy: 0.8192, Validation Accuracy: 0.8018, Loss: 0.2225
Epoch   9 Batch  845/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8040, Loss: 0.2275
Epoch   9 Batch  846/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8075, Loss: 0.2333
Epoch   9 Batch  847/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8043, Loss: 0.2200
Epoch   9 Batch  848/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8075, Loss: 0.2292
Epoch   9 Batch  849/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8011, Loss: 0.2092
Epoch   9 Batch  850/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8011, Loss: 0.2597
Epoch   9 Batch  851/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8026, Loss: 0.2256
Epoch   9 Batch  852/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.8029, Loss: 0.2394
Epoch   9 Batch  853/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8065, Loss: 0.2159
Epoch   9 Batch  854/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8125, Loss: 0.2328
Epoch   9 Batch  855/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8192, Loss: 0.2343
Epoch   9 Batch  856/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8121, Loss: 0.2341
Epoch   9 Batch  857/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.7997, Loss: 0.2153
Epoch   9 Batch  858/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.7987, Loss: 0.2202
Epoch   9 Batch  859/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8125, Loss: 0.2320
Epoch   9 Batch  860/1077 - Train Accuracy: 0.8088, Validation Accuracy: 0.8221, Loss: 0.2312
Epoch   9 Batch  861/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8132, Loss: 0.2269
Epoch   9 Batch  862/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8164, Loss: 0.2283
Epoch   9 Batch  863/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8129, Loss: 0.2068
Epoch   9 Batch  864/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8065, Loss: 0.2288
Epoch   9 Batch  865/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8033, Loss: 0.2120
Epoch   9 Batch  866/1077 - Train Accuracy: 0.8173, Validation Accuracy: 0.8082, Loss: 0.2300
Epoch   9 Batch  867/1077 - Train Accuracy: 0.7844, Validation Accuracy: 0.8054, Loss: 0.2777
Epoch   9 Batch  868/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8082, Loss: 0.2255
Epoch   9 Batch  869/1077 - Train Accuracy: 0.7949, Validation Accuracy: 0.8118, Loss: 0.2372
Epoch   9 Batch  870/1077 - Train Accuracy: 0.7743, Validation Accuracy: 0.8136, Loss: 0.2341
Epoch   9 Batch  871/1077 - Train Accuracy: 0.7828, Validation Accuracy: 0.8278, Loss: 0.2328
Epoch   9 Batch  872/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8260, Loss: 0.2219
Epoch   9 Batch  873/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8235, Loss: 0.2340
Epoch   9 Batch  874/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8310, Loss: 0.2277
Epoch   9 Batch  875/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8292, Loss: 0.2156
Epoch   9 Batch  876/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8175, Loss: 0.2189
Epoch   9 Batch  877/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8139, Loss: 0.2117
Epoch   9 Batch  878/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8171, Loss: 0.2151
Epoch   9 Batch  879/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8175, Loss: 0.2090
Epoch   9 Batch  880/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8143, Loss: 0.2200
Epoch   9 Batch  881/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8143, Loss: 0.2326
Epoch   9 Batch  882/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.8161, Loss: 0.2563
Epoch   9 Batch  883/1077 - Train Accuracy: 0.7866, Validation Accuracy: 0.8075, Loss: 0.2615
Epoch   9 Batch  884/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8050, Loss: 0.2087
Epoch   9 Batch  885/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8114, Loss: 0.1863
Epoch   9 Batch  886/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8079, Loss: 0.2226
Epoch   9 Batch  887/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.7987, Loss: 0.2367
Epoch   9 Batch  888/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.7599, Loss: 0.2396
Epoch   9 Batch  889/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.7660, Loss: 0.2408
Epoch   9 Batch  890/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.7979, Loss: 0.2221
Epoch   9 Batch  891/1077 - Train Accuracy: 0.8483, Validation Accuracy: 0.8107, Loss: 0.2349
Epoch   9 Batch  892/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8082, Loss: 0.2127
Epoch   9 Batch  893/1077 - Train Accuracy: 0.8020, Validation Accuracy: 0.8192, Loss: 0.2497
Epoch   9 Batch  894/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.7976, Loss: 0.2054
Epoch   9 Batch  895/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.7923, Loss: 0.2342
Epoch   9 Batch  896/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.7869, Loss: 0.2489
Epoch   9 Batch  897/1077 - Train Accuracy: 0.8069, Validation Accuracy: 0.7923, Loss: 0.2087
Epoch   9 Batch  898/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8121, Loss: 0.2081
Epoch   9 Batch  899/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8058, Loss: 0.2344
Epoch   9 Batch  900/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8100, Loss: 0.2378
Epoch   9 Batch  901/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8033, Loss: 0.2386
Epoch   9 Batch  902/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.7990, Loss: 0.2374
Epoch   9 Batch  903/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8011, Loss: 0.2147
Epoch   9 Batch  904/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8075, Loss: 0.2220
Epoch   9 Batch  905/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8089, Loss: 0.2138
Epoch   9 Batch  906/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8061, Loss: 0.2076
Epoch   9 Batch  907/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8129, Loss: 0.2174
Epoch   9 Batch  908/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8100, Loss: 0.2400
Epoch   9 Batch  909/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8129, Loss: 0.2302
Epoch   9 Batch  910/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8043, Loss: 0.2218
Epoch   9 Batch  911/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8047, Loss: 0.2303
Epoch   9 Batch  912/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8104, Loss: 0.2205
Epoch   9 Batch  913/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8192, Loss: 0.2319
Epoch   9 Batch  914/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8143, Loss: 0.2275
Epoch   9 Batch  915/1077 - Train Accuracy: 0.7796, Validation Accuracy: 0.8086, Loss: 0.2461
Epoch   9 Batch  916/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8111, Loss: 0.2257
Epoch   9 Batch  917/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8058, Loss: 0.2238
Epoch   9 Batch  918/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8111, Loss: 0.2051
Epoch   9 Batch  919/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8054, Loss: 0.2137
Epoch   9 Batch  920/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8139, Loss: 0.2290
Epoch   9 Batch  921/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8086, Loss: 0.2261
Epoch   9 Batch  922/1077 - Train Accuracy: 0.8181, Validation Accuracy: 0.8121, Loss: 0.2179
Epoch   9 Batch  923/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8164, Loss: 0.2371
Epoch   9 Batch  924/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8171, Loss: 0.2412
Epoch   9 Batch  925/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8196, Loss: 0.2131
Epoch   9 Batch  926/1077 - Train Accuracy: 0.7695, Validation Accuracy: 0.8203, Loss: 0.2353
Epoch   9 Batch  927/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8178, Loss: 0.2287
Epoch   9 Batch  928/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8224, Loss: 0.2161
Epoch   9 Batch  929/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8210, Loss: 0.2230
Epoch   9 Batch  930/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8196, Loss: 0.2052
Epoch   9 Batch  931/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8114, Loss: 0.2277
Epoch   9 Batch  932/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.8072, Loss: 0.2408
Epoch   9 Batch  933/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8125, Loss: 0.2131
Epoch   9 Batch  934/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8146, Loss: 0.2339
Epoch   9 Batch  935/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8093, Loss: 0.2329
Epoch   9 Batch  936/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8018, Loss: 0.2322
Epoch   9 Batch  937/1077 - Train Accuracy: 0.8454, Validation Accuracy: 0.8089, Loss: 0.2429
Epoch   9 Batch  938/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8107, Loss: 0.2298
Epoch   9 Batch  939/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8118, Loss: 0.2264
Epoch   9 Batch  940/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8139, Loss: 0.2173
Epoch   9 Batch  941/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8104, Loss: 0.2047
Epoch   9 Batch  942/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8054, Loss: 0.2359
Epoch   9 Batch  943/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8015, Loss: 0.2260
Epoch   9 Batch  944/1077 - Train Accuracy: 0.8080, Validation Accuracy: 0.8022, Loss: 0.2169
Epoch   9 Batch  945/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8150, Loss: 0.2050
Epoch   9 Batch  946/1077 - Train Accuracy: 0.8351, Validation Accuracy: 0.8125, Loss: 0.2182
Epoch   9 Batch  947/1077 - Train Accuracy: 0.7858, Validation Accuracy: 0.8086, Loss: 0.2397
Epoch   9 Batch  948/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8143, Loss: 0.2210
Epoch   9 Batch  949/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8192, Loss: 0.1987
Epoch   9 Batch  950/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8068, Loss: 0.2087
Epoch   9 Batch  951/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8121, Loss: 0.2216
Epoch   9 Batch  952/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8129, Loss: 0.2143
Epoch   9 Batch  953/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8114, Loss: 0.2252
Epoch   9 Batch  954/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8065, Loss: 0.2375
Epoch   9 Batch  955/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8050, Loss: 0.2259
Epoch   9 Batch  956/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8054, Loss: 0.2149
Epoch   9 Batch  957/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8018, Loss: 0.2098
Epoch   9 Batch  958/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8008, Loss: 0.2292
Epoch   9 Batch  959/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8004, Loss: 0.2154
Epoch   9 Batch  960/1077 - Train Accuracy: 0.8140, Validation Accuracy: 0.8058, Loss: 0.2173
Epoch   9 Batch  961/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8054, Loss: 0.2264
Epoch   9 Batch  962/1077 - Train Accuracy: 0.8311, Validation Accuracy: 0.8036, Loss: 0.2181
Epoch   9 Batch  963/1077 - Train Accuracy: 0.8416, Validation Accuracy: 0.8036, Loss: 0.2438
Epoch   9 Batch  964/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.7951, Loss: 0.2118
Epoch   9 Batch  965/1077 - Train Accuracy: 0.7895, Validation Accuracy: 0.8011, Loss: 0.2296
Epoch   9 Batch  966/1077 - Train Accuracy: 0.8682, Validation Accuracy: 0.8079, Loss: 0.1942
Epoch   9 Batch  967/1077 - Train Accuracy: 0.8176, Validation Accuracy: 0.8136, Loss: 0.2158
Epoch   9 Batch  968/1077 - Train Accuracy: 0.7801, Validation Accuracy: 0.8146, Loss: 0.2456
Epoch   9 Batch  969/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8171, Loss: 0.2342
Epoch   9 Batch  970/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8082, Loss: 0.2356
Epoch   9 Batch  971/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8047, Loss: 0.2140
Epoch   9 Batch  972/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8171, Loss: 0.2176
Epoch   9 Batch  973/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8224, Loss: 0.1995
Epoch   9 Batch  974/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8200, Loss: 0.2198
Epoch   9 Batch  975/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.8256, Loss: 0.2133
Epoch   9 Batch  976/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8221, Loss: 0.2111
Epoch   9 Batch  977/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8228, Loss: 0.2067
Epoch   9 Batch  978/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8232, Loss: 0.2214
Epoch   9 Batch  979/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8253, Loss: 0.2346
Epoch   9 Batch  980/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8260, Loss: 0.2356
Epoch   9 Batch  981/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8203, Loss: 0.2248
Epoch   9 Batch  982/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8203, Loss: 0.2250
Epoch   9 Batch  983/1077 - Train Accuracy: 0.8006, Validation Accuracy: 0.8111, Loss: 0.2407
Epoch   9 Batch  984/1077 - Train Accuracy: 0.7754, Validation Accuracy: 0.8065, Loss: 0.2356
Epoch   9 Batch  985/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8018, Loss: 0.2201
Epoch   9 Batch  986/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8079, Loss: 0.2172
Epoch   9 Batch  987/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8093, Loss: 0.2049
Epoch   9 Batch  988/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8089, Loss: 0.2272
Epoch   9 Batch  989/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8143, Loss: 0.2384
Epoch   9 Batch  990/1077 - Train Accuracy: 0.7928, Validation Accuracy: 0.8061, Loss: 0.2449
Epoch   9 Batch  991/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8100, Loss: 0.2223
Epoch   9 Batch  992/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8182, Loss: 0.2283
Epoch   9 Batch  993/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8189, Loss: 0.2011
Epoch   9 Batch  994/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8203, Loss: 0.2144
Epoch   9 Batch  995/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8196, Loss: 0.2094
Epoch   9 Batch  996/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8263, Loss: 0.2319
Epoch   9 Batch  997/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8249, Loss: 0.2336
Epoch   9 Batch  998/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8097, Loss: 0.2068
Epoch   9 Batch  999/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8093, Loss: 0.2240
Epoch   9 Batch 1000/1077 - Train Accuracy: 0.8330, Validation Accuracy: 0.8256, Loss: 0.2059
Epoch   9 Batch 1001/1077 - Train Accuracy: 0.8089, Validation Accuracy: 0.8402, Loss: 0.1990
Epoch   9 Batch 1002/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8320, Loss: 0.2047
Epoch   9 Batch 1003/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8228, Loss: 0.2119
Epoch   9 Batch 1004/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8203, Loss: 0.2155
Epoch   9 Batch 1005/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8139, Loss: 0.2260
Epoch   9 Batch 1006/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8089, Loss: 0.2032
Epoch   9 Batch 1007/1077 - Train Accuracy: 0.8456, Validation Accuracy: 0.7976, Loss: 0.2007
Epoch   9 Batch 1008/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8100, Loss: 0.2265
Epoch   9 Batch 1009/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8118, Loss: 0.1953
Epoch   9 Batch 1010/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8136, Loss: 0.2212
Epoch   9 Batch 1011/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8139, Loss: 0.2248
Epoch   9 Batch 1012/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8232, Loss: 0.1976
Epoch   9 Batch 1013/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8232, Loss: 0.2023
Epoch   9 Batch 1014/1077 - Train Accuracy: 0.8090, Validation Accuracy: 0.8058, Loss: 0.2217
Epoch   9 Batch 1015/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8082, Loss: 0.2350
Epoch   9 Batch 1016/1077 - Train Accuracy: 0.7969, Validation Accuracy: 0.8136, Loss: 0.2406
Epoch   9 Batch 1017/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8317, Loss: 0.2196
Epoch   9 Batch 1018/1077 - Train Accuracy: 0.7839, Validation Accuracy: 0.8352, Loss: 0.2237
Epoch   9 Batch 1019/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8331, Loss: 0.2431
Epoch   9 Batch 1020/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8306, Loss: 0.2135
Epoch   9 Batch 1021/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8246, Loss: 0.2391
Epoch   9 Batch 1022/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8196, Loss: 0.2019
Epoch   9 Batch 1023/1077 - Train Accuracy: 0.8317, Validation Accuracy: 0.8200, Loss: 0.2111
Epoch   9 Batch 1024/1077 - Train Accuracy: 0.7930, Validation Accuracy: 0.8150, Loss: 0.2329
Epoch   9 Batch 1025/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8182, Loss: 0.2109
Epoch   9 Batch 1026/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8345, Loss: 0.2042
Epoch   9 Batch 1027/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8338, Loss: 0.2246
Epoch   9 Batch 1028/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.8324, Loss: 0.2328
Epoch   9 Batch 1029/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8196, Loss: 0.2090
Epoch   9 Batch 1030/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8224, Loss: 0.2209
Epoch   9 Batch 1031/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8100, Loss: 0.2399
Epoch   9 Batch 1032/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8072, Loss: 0.2265
Epoch   9 Batch 1033/1077 - Train Accuracy: 0.8036, Validation Accuracy: 0.8271, Loss: 0.2121
Epoch   9 Batch 1034/1077 - Train Accuracy: 0.7961, Validation Accuracy: 0.8239, Loss: 0.2366
Epoch   9 Batch 1035/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8292, Loss: 0.1902
Epoch   9 Batch 1036/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.8153, Loss: 0.2459
Epoch   9 Batch 1037/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8075, Loss: 0.2269
Epoch   9 Batch 1038/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8075, Loss: 0.2292
Epoch   9 Batch 1039/1077 - Train Accuracy: 0.8300, Validation Accuracy: 0.8086, Loss: 0.2096
Epoch   9 Batch 1040/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8118, Loss: 0.2209
Epoch   9 Batch 1041/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8189, Loss: 0.2263
Epoch   9 Batch 1042/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8196, Loss: 0.2218
Epoch   9 Batch 1043/1077 - Train Accuracy: 0.7996, Validation Accuracy: 0.8278, Loss: 0.2399
Epoch   9 Batch 1044/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8168, Loss: 0.2236
Epoch   9 Batch 1045/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8129, Loss: 0.2285
Epoch   9 Batch 1046/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8192, Loss: 0.2006
Epoch   9 Batch 1047/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8274, Loss: 0.2077
Epoch   9 Batch 1048/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8168, Loss: 0.2253
Epoch   9 Batch 1049/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8075, Loss: 0.2295
Epoch   9 Batch 1050/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8082, Loss: 0.2231
Epoch   9 Batch 1051/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8033, Loss: 0.2025
Epoch   9 Batch 1052/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8164, Loss: 0.2041
Epoch   9 Batch 1053/1077 - Train Accuracy: 0.8017, Validation Accuracy: 0.8079, Loss: 0.2073
Epoch   9 Batch 1054/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8217, Loss: 0.2130
Epoch   9 Batch 1055/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.7912, Loss: 0.2573
Epoch   9 Batch 1056/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.7912, Loss: 0.2261
Epoch   9 Batch 1057/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8097, Loss: 0.2384
Epoch   9 Batch 1058/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.8072, Loss: 0.2477
Epoch   9 Batch 1059/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.8164, Loss: 0.2549
Epoch   9 Batch 1060/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8075, Loss: 0.2086
Epoch   9 Batch 1061/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.8015, Loss: 0.2408
Epoch   9 Batch 1062/1077 - Train Accuracy: 0.7941, Validation Accuracy: 0.7972, Loss: 0.2415
Epoch   9 Batch 1063/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.7926, Loss: 0.2259
Epoch   9 Batch 1064/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.7834, Loss: 0.2220
Epoch   9 Batch 1065/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8043, Loss: 0.2311
Epoch   9 Batch 1066/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8058, Loss: 0.2047
Epoch   9 Batch 1067/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8093, Loss: 0.2227
Epoch   9 Batch 1068/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8086, Loss: 0.2164
Epoch   9 Batch 1069/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8022, Loss: 0.2181
Epoch   9 Batch 1070/1077 - Train Accuracy: 0.8023, Validation Accuracy: 0.8008, Loss: 0.2238
Epoch   9 Batch 1071/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8107, Loss: 0.2234
Epoch   9 Batch 1072/1077 - Train Accuracy: 0.8095, Validation Accuracy: 0.8093, Loss: 0.2181
Epoch   9 Batch 1073/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.8178, Loss: 0.2343
Epoch   9 Batch 1074/1077 - Train Accuracy: 0.8311, Validation Accuracy: 0.8104, Loss: 0.2389
Epoch   9 Batch 1075/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8118, Loss: 0.2379
Epoch  10 Batch    1/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8263, Loss: 0.2043
Epoch  10 Batch    2/1077 - Train Accuracy: 0.8343, Validation Accuracy: 0.8203, Loss: 0.2258
Epoch  10 Batch    3/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8221, Loss: 0.2148
Epoch  10 Batch    4/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8143, Loss: 0.2189
Epoch  10 Batch    5/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8150, Loss: 0.2343
Epoch  10 Batch    6/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8200, Loss: 0.2190
Epoch  10 Batch    7/1077 - Train Accuracy: 0.7937, Validation Accuracy: 0.8182, Loss: 0.2055
Epoch  10 Batch    8/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8200, Loss: 0.2099
Epoch  10 Batch    9/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8242, Loss: 0.2217
Epoch  10 Batch   10/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8125, Loss: 0.2167
Epoch  10 Batch   11/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8050, Loss: 0.2306
Epoch  10 Batch   12/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8015, Loss: 0.2295
Epoch  10 Batch   13/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8161, Loss: 0.2268
Epoch  10 Batch   14/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8132, Loss: 0.1973
Epoch  10 Batch   15/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8107, Loss: 0.2050
Epoch  10 Batch   16/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8221, Loss: 0.2199
Epoch  10 Batch   17/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8189, Loss: 0.2074
Epoch  10 Batch   18/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8118, Loss: 0.2249
Epoch  10 Batch   19/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8161, Loss: 0.2135
Epoch  10 Batch   20/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8161, Loss: 0.2097
Epoch  10 Batch   21/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8125, Loss: 0.2357
Epoch  10 Batch   22/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8104, Loss: 0.2226
Epoch  10 Batch   23/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8093, Loss: 0.2110
Epoch  10 Batch   24/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8129, Loss: 0.2131
Epoch  10 Batch   25/1077 - Train Accuracy: 0.8109, Validation Accuracy: 0.8239, Loss: 0.2061
Epoch  10 Batch   26/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8246, Loss: 0.2252
Epoch  10 Batch   27/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.8203, Loss: 0.1975
Epoch  10 Batch   28/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8054, Loss: 0.2177
Epoch  10 Batch   29/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.7983, Loss: 0.2263
Epoch  10 Batch   30/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.7940, Loss: 0.2106
Epoch  10 Batch   31/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.7930, Loss: 0.2138
Epoch  10 Batch   32/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.7976, Loss: 0.1947
Epoch  10 Batch   33/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.7969, Loss: 0.1983
Epoch  10 Batch   34/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8100, Loss: 0.2260
Epoch  10 Batch   35/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8235, Loss: 0.2133
Epoch  10 Batch   36/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8239, Loss: 0.2222
Epoch  10 Batch   37/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8345, Loss: 0.2207
Epoch  10 Batch   38/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8271, Loss: 0.2519
Epoch  10 Batch   39/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8363, Loss: 0.2386
Epoch  10 Batch   40/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8374, Loss: 0.2174
Epoch  10 Batch   41/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8359, Loss: 0.2189
Epoch  10 Batch   42/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8420, Loss: 0.2308
Epoch  10 Batch   43/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8377, Loss: 0.2138
Epoch  10 Batch   44/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8320, Loss: 0.2098
Epoch  10 Batch   45/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8306, Loss: 0.2200
Epoch  10 Batch   46/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8235, Loss: 0.2327
Epoch  10 Batch   47/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8306, Loss: 0.2096
Epoch  10 Batch   48/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8345, Loss: 0.2366
Epoch  10 Batch   49/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8281, Loss: 0.2312
Epoch  10 Batch   50/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8207, Loss: 0.2176
Epoch  10 Batch   51/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8129, Loss: 0.2081
Epoch  10 Batch   52/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8228, Loss: 0.2241
Epoch  10 Batch   53/1077 - Train Accuracy: 0.8224, Validation Accuracy: 0.8242, Loss: 0.2140
Epoch  10 Batch   54/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8356, Loss: 0.2532
Epoch  10 Batch   55/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8398, Loss: 0.2021
Epoch  10 Batch   56/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8377, Loss: 0.2092
Epoch  10 Batch   57/1077 - Train Accuracy: 0.7994, Validation Accuracy: 0.8306, Loss: 0.2161
Epoch  10 Batch   58/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8256, Loss: 0.2058
Epoch  10 Batch   59/1077 - Train Accuracy: 0.8166, Validation Accuracy: 0.8185, Loss: 0.2299
Epoch  10 Batch   60/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8175, Loss: 0.2058
Epoch  10 Batch   61/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8221, Loss: 0.2294
Epoch  10 Batch   62/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8299, Loss: 0.2370
Epoch  10 Batch   63/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8363, Loss: 0.1989
Epoch  10 Batch   64/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8338, Loss: 0.2045
Epoch  10 Batch   65/1077 - Train Accuracy: 0.8026, Validation Accuracy: 0.8281, Loss: 0.2182
Epoch  10 Batch   66/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8278, Loss: 0.1932
Epoch  10 Batch   67/1077 - Train Accuracy: 0.8214, Validation Accuracy: 0.8256, Loss: 0.2075
Epoch  10 Batch   68/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8271, Loss: 0.2237
Epoch  10 Batch   69/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8299, Loss: 0.2244
Epoch  10 Batch   70/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8295, Loss: 0.2280
Epoch  10 Batch   71/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8345, Loss: 0.1900
Epoch  10 Batch   72/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8306, Loss: 0.2161
Epoch  10 Batch   73/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8320, Loss: 0.2242
Epoch  10 Batch   74/1077 - Train Accuracy: 0.8385, Validation Accuracy: 0.8260, Loss: 0.1944
Epoch  10 Batch   75/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8306, Loss: 0.2430
Epoch  10 Batch   76/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8281, Loss: 0.2002
Epoch  10 Batch   77/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.8256, Loss: 0.2115
Epoch  10 Batch   78/1077 - Train Accuracy: 0.7837, Validation Accuracy: 0.8303, Loss: 0.2223
Epoch  10 Batch   79/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8349, Loss: 0.2107
Epoch  10 Batch   80/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8349, Loss: 0.2114
Epoch  10 Batch   81/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8374, Loss: 0.1938
Epoch  10 Batch   82/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8306, Loss: 0.1965
Epoch  10 Batch   83/1077 - Train Accuracy: 0.8433, Validation Accuracy: 0.8352, Loss: 0.2194
Epoch  10 Batch   84/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8175, Loss: 0.2194
Epoch  10 Batch   85/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8153, Loss: 0.2081
Epoch  10 Batch   86/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8093, Loss: 0.2081
Epoch  10 Batch   87/1077 - Train Accuracy: 0.7980, Validation Accuracy: 0.8260, Loss: 0.2310
Epoch  10 Batch   88/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8246, Loss: 0.2197
Epoch  10 Batch   89/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8228, Loss: 0.2251
Epoch  10 Batch   90/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8132, Loss: 0.2221
Epoch  10 Batch   91/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8054, Loss: 0.1888
Epoch  10 Batch   92/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8139, Loss: 0.2101
Epoch  10 Batch   93/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8210, Loss: 0.2242
Epoch  10 Batch   94/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8285, Loss: 0.1884
Epoch  10 Batch   95/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8246, Loss: 0.2169
Epoch  10 Batch   96/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8299, Loss: 0.2099
Epoch  10 Batch   97/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8303, Loss: 0.2034
Epoch  10 Batch   98/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8295, Loss: 0.2036
Epoch  10 Batch   99/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8331, Loss: 0.2162
Epoch  10 Batch  100/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8381, Loss: 0.2023
Epoch  10 Batch  101/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8345, Loss: 0.2113
Epoch  10 Batch  102/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8278, Loss: 0.2003
Epoch  10 Batch  103/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8267, Loss: 0.2471
Epoch  10 Batch  104/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8253, Loss: 0.2234
Epoch  10 Batch  105/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8221, Loss: 0.2182
Epoch  10 Batch  106/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8224, Loss: 0.2196
Epoch  10 Batch  107/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8224, Loss: 0.2099
Epoch  10 Batch  108/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8221, Loss: 0.1934
Epoch  10 Batch  109/1077 - Train Accuracy: 0.8125, Validation Accuracy: 0.8271, Loss: 0.2120
Epoch  10 Batch  110/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8303, Loss: 0.1997
Epoch  10 Batch  111/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8256, Loss: 0.2079
Epoch  10 Batch  112/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8232, Loss: 0.2063
Epoch  10 Batch  113/1077 - Train Accuracy: 0.7707, Validation Accuracy: 0.8224, Loss: 0.2280
Epoch  10 Batch  114/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8221, Loss: 0.1951
Epoch  10 Batch  115/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8331, Loss: 0.2218
Epoch  10 Batch  116/1077 - Train Accuracy: 0.8078, Validation Accuracy: 0.8299, Loss: 0.2452
Epoch  10 Batch  117/1077 - Train Accuracy: 0.7945, Validation Accuracy: 0.8295, Loss: 0.2327
Epoch  10 Batch  118/1077 - Train Accuracy: 0.7829, Validation Accuracy: 0.8224, Loss: 0.2383
Epoch  10 Batch  119/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8256, Loss: 0.2194
Epoch  10 Batch  120/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8338, Loss: 0.2329
Epoch  10 Batch  121/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8299, Loss: 0.2215
Epoch  10 Batch  122/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8278, Loss: 0.1992
Epoch  10 Batch  123/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8214, Loss: 0.1868
Epoch  10 Batch  124/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8182, Loss: 0.2245
Epoch  10 Batch  125/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8157, Loss: 0.2141
Epoch  10 Batch  126/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8239, Loss: 0.2017
Epoch  10 Batch  127/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8288, Loss: 0.1923
Epoch  10 Batch  128/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8242, Loss: 0.2025
Epoch  10 Batch  129/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8299, Loss: 0.2114
Epoch  10 Batch  130/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8200, Loss: 0.1945
Epoch  10 Batch  131/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8232, Loss: 0.2058
Epoch  10 Batch  132/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8143, Loss: 0.2256
Epoch  10 Batch  133/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8271, Loss: 0.2159
Epoch  10 Batch  134/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8125, Loss: 0.1898
Epoch  10 Batch  135/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8228, Loss: 0.2091
Epoch  10 Batch  136/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8253, Loss: 0.1907
Epoch  10 Batch  137/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8178, Loss: 0.1952
Epoch  10 Batch  138/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8164, Loss: 0.2116
Epoch  10 Batch  139/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8082, Loss: 0.2132
Epoch  10 Batch  140/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8114, Loss: 0.2186
Epoch  10 Batch  141/1077 - Train Accuracy: 0.7816, Validation Accuracy: 0.8150, Loss: 0.2231
Epoch  10 Batch  142/1077 - Train Accuracy: 0.8337, Validation Accuracy: 0.8242, Loss: 0.1979
Epoch  10 Batch  143/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8192, Loss: 0.2151
Epoch  10 Batch  144/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8249, Loss: 0.2401
Epoch  10 Batch  145/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8104, Loss: 0.2136
Epoch  10 Batch  146/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.7976, Loss: 0.2378
Epoch  10 Batch  147/1077 - Train Accuracy: 0.8094, Validation Accuracy: 0.7990, Loss: 0.2214
Epoch  10 Batch  148/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.8093, Loss: 0.2045
Epoch  10 Batch  149/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8143, Loss: 0.2090
Epoch  10 Batch  150/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8185, Loss: 0.2115
Epoch  10 Batch  151/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8132, Loss: 0.1968
Epoch  10 Batch  152/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8111, Loss: 0.2225
Epoch  10 Batch  153/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8125, Loss: 0.2200
Epoch  10 Batch  154/1077 - Train Accuracy: 0.8405, Validation Accuracy: 0.8111, Loss: 0.2300
Epoch  10 Batch  155/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8089, Loss: 0.2121
Epoch  10 Batch  156/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8036, Loss: 0.2059
Epoch  10 Batch  157/1077 - Train Accuracy: 0.8027, Validation Accuracy: 0.8093, Loss: 0.2210
Epoch  10 Batch  158/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8118, Loss: 0.2148
Epoch  10 Batch  159/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8121, Loss: 0.1999
Epoch  10 Batch  160/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8171, Loss: 0.2068
Epoch  10 Batch  161/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8107, Loss: 0.2067
Epoch  10 Batch  162/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8008, Loss: 0.2440
Epoch  10 Batch  163/1077 - Train Accuracy: 0.8450, Validation Accuracy: 0.8026, Loss: 0.2288
Epoch  10 Batch  164/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8256, Loss: 0.2138
Epoch  10 Batch  165/1077 - Train Accuracy: 0.8063, Validation Accuracy: 0.8271, Loss: 0.2213
Epoch  10 Batch  166/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8207, Loss: 0.2106
Epoch  10 Batch  167/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8192, Loss: 0.2142
Epoch  10 Batch  168/1077 - Train Accuracy: 0.8002, Validation Accuracy: 0.8271, Loss: 0.2354
Epoch  10 Batch  169/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8295, Loss: 0.2098
Epoch  10 Batch  170/1077 - Train Accuracy: 0.8070, Validation Accuracy: 0.8178, Loss: 0.2215
Epoch  10 Batch  171/1077 - Train Accuracy: 0.8239, Validation Accuracy: 0.8036, Loss: 0.2004
Epoch  10 Batch  172/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8132, Loss: 0.1899
Epoch  10 Batch  173/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8249, Loss: 0.2205
Epoch  10 Batch  174/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8281, Loss: 0.2204
Epoch  10 Batch  175/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8267, Loss: 0.2030
Epoch  10 Batch  176/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8278, Loss: 0.2149
Epoch  10 Batch  177/1077 - Train Accuracy: 0.8343, Validation Accuracy: 0.8232, Loss: 0.2143
Epoch  10 Batch  178/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8132, Loss: 0.1991
Epoch  10 Batch  179/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8192, Loss: 0.2125
Epoch  10 Batch  180/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8249, Loss: 0.2063
Epoch  10 Batch  181/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8288, Loss: 0.2097
Epoch  10 Batch  182/1077 - Train Accuracy: 0.8397, Validation Accuracy: 0.8278, Loss: 0.2253
Epoch  10 Batch  183/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8299, Loss: 0.2159
Epoch  10 Batch  184/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8253, Loss: 0.1967
Epoch  10 Batch  185/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.8310, Loss: 0.2099
Epoch  10 Batch  186/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8310, Loss: 0.2104
Epoch  10 Batch  187/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8232, Loss: 0.2017
Epoch  10 Batch  188/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8278, Loss: 0.2095
Epoch  10 Batch  189/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8263, Loss: 0.2095
Epoch  10 Batch  190/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8267, Loss: 0.2083
Epoch  10 Batch  191/1077 - Train Accuracy: 0.8317, Validation Accuracy: 0.8239, Loss: 0.1916
Epoch  10 Batch  192/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8235, Loss: 0.2287
Epoch  10 Batch  193/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8228, Loss: 0.1963
Epoch  10 Batch  194/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8249, Loss: 0.1974
Epoch  10 Batch  195/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8253, Loss: 0.2086
Epoch  10 Batch  196/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8214, Loss: 0.2018
Epoch  10 Batch  197/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8189, Loss: 0.2136
Epoch  10 Batch  198/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8196, Loss: 0.2071
Epoch  10 Batch  199/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8217, Loss: 0.1871
Epoch  10 Batch  200/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8249, Loss: 0.2096
Epoch  10 Batch  201/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8239, Loss: 0.1934
Epoch  10 Batch  202/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8285, Loss: 0.2081
Epoch  10 Batch  203/1077 - Train Accuracy: 0.7863, Validation Accuracy: 0.8278, Loss: 0.2120
Epoch  10 Batch  204/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8200, Loss: 0.2309
Epoch  10 Batch  205/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8207, Loss: 0.2097
Epoch  10 Batch  206/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8182, Loss: 0.2103
Epoch  10 Batch  207/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8299, Loss: 0.1968
Epoch  10 Batch  208/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8200, Loss: 0.1984
Epoch  10 Batch  209/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8221, Loss: 0.1955
Epoch  10 Batch  210/1077 - Train Accuracy: 0.8263, Validation Accuracy: 0.8324, Loss: 0.2029
Epoch  10 Batch  211/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8114, Loss: 0.2038
Epoch  10 Batch  212/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8050, Loss: 0.1921
Epoch  10 Batch  213/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8086, Loss: 0.2013
Epoch  10 Batch  214/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8235, Loss: 0.2030
Epoch  10 Batch  215/1077 - Train Accuracy: 0.7934, Validation Accuracy: 0.8256, Loss: 0.2277
Epoch  10 Batch  216/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8242, Loss: 0.2151
Epoch  10 Batch  217/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8196, Loss: 0.2019
Epoch  10 Batch  218/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8196, Loss: 0.2288
Epoch  10 Batch  219/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8036, Loss: 0.2006
Epoch  10 Batch  220/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8192, Loss: 0.2059
Epoch  10 Batch  221/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8235, Loss: 0.2132
Epoch  10 Batch  222/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8200, Loss: 0.2132
Epoch  10 Batch  223/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8182, Loss: 0.2014
Epoch  10 Batch  224/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8299, Loss: 0.2149
Epoch  10 Batch  225/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8281, Loss: 0.2188
Epoch  10 Batch  226/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8246, Loss: 0.2031
Epoch  10 Batch  227/1077 - Train Accuracy: 0.7871, Validation Accuracy: 0.8182, Loss: 0.2277
Epoch  10 Batch  228/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8313, Loss: 0.1998
Epoch  10 Batch  229/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8303, Loss: 0.2089
Epoch  10 Batch  230/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8345, Loss: 0.1898
Epoch  10 Batch  231/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8331, Loss: 0.2251
Epoch  10 Batch  232/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8398, Loss: 0.2052
Epoch  10 Batch  233/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8253, Loss: 0.2149
Epoch  10 Batch  234/1077 - Train Accuracy: 0.7865, Validation Accuracy: 0.8359, Loss: 0.2243
Epoch  10 Batch  235/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8420, Loss: 0.1983
Epoch  10 Batch  236/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8338, Loss: 0.2150
Epoch  10 Batch  237/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8235, Loss: 0.1879
Epoch  10 Batch  238/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8210, Loss: 0.2037
Epoch  10 Batch  239/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8153, Loss: 0.1833
Epoch  10 Batch  240/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8239, Loss: 0.1918
Epoch  10 Batch  241/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8228, Loss: 0.1816
Epoch  10 Batch  242/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8271, Loss: 0.1946
Epoch  10 Batch  243/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8295, Loss: 0.2325
Epoch  10 Batch  244/1077 - Train Accuracy: 0.8537, Validation Accuracy: 0.8203, Loss: 0.1990
Epoch  10 Batch  245/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8164, Loss: 0.1960
Epoch  10 Batch  246/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8281, Loss: 0.2059
Epoch  10 Batch  247/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8239, Loss: 0.2000
Epoch  10 Batch  248/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8178, Loss: 0.1970
Epoch  10 Batch  249/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8263, Loss: 0.1939
Epoch  10 Batch  250/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8253, Loss: 0.1917
Epoch  10 Batch  251/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8317, Loss: 0.2102
Epoch  10 Batch  252/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8256, Loss: 0.1948
Epoch  10 Batch  253/1077 - Train Accuracy: 0.8494, Validation Accuracy: 0.8022, Loss: 0.1945
Epoch  10 Batch  254/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8054, Loss: 0.2123
Epoch  10 Batch  255/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8121, Loss: 0.2054
Epoch  10 Batch  256/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8200, Loss: 0.2417
Epoch  10 Batch  257/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8146, Loss: 0.2074
Epoch  10 Batch  258/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8189, Loss: 0.1901
Epoch  10 Batch  259/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8104, Loss: 0.2040
Epoch  10 Batch  260/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8129, Loss: 0.1937
Epoch  10 Batch  261/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8239, Loss: 0.2028
Epoch  10 Batch  262/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8271, Loss: 0.1981
Epoch  10 Batch  263/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8246, Loss: 0.2002
Epoch  10 Batch  264/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8263, Loss: 0.2200
Epoch  10 Batch  265/1077 - Train Accuracy: 0.8012, Validation Accuracy: 0.8263, Loss: 0.2042
Epoch  10 Batch  266/1077 - Train Accuracy: 0.8136, Validation Accuracy: 0.8313, Loss: 0.2132
Epoch  10 Batch  267/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8249, Loss: 0.1894
Epoch  10 Batch  268/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8185, Loss: 0.2179
Epoch  10 Batch  269/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8217, Loss: 0.2160
Epoch  10 Batch  270/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8263, Loss: 0.2188
Epoch  10 Batch  271/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8040, Loss: 0.1911
Epoch  10 Batch  272/1077 - Train Accuracy: 0.8155, Validation Accuracy: 0.8079, Loss: 0.2443
Epoch  10 Batch  273/1077 - Train Accuracy: 0.8415, Validation Accuracy: 0.8136, Loss: 0.2032
Epoch  10 Batch  274/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8278, Loss: 0.2117
Epoch  10 Batch  275/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8359, Loss: 0.1959
Epoch  10 Batch  276/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.8359, Loss: 0.2349
Epoch  10 Batch  277/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8335, Loss: 0.1880
Epoch  10 Batch  278/1077 - Train Accuracy: 0.7883, Validation Accuracy: 0.8278, Loss: 0.2295
Epoch  10 Batch  279/1077 - Train Accuracy: 0.8211, Validation Accuracy: 0.8210, Loss: 0.2380
Epoch  10 Batch  280/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8285, Loss: 0.2150
Epoch  10 Batch  281/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8331, Loss: 0.2156
Epoch  10 Batch  282/1077 - Train Accuracy: 0.8117, Validation Accuracy: 0.8306, Loss: 0.2301
Epoch  10 Batch  283/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8274, Loss: 0.2066
Epoch  10 Batch  284/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8303, Loss: 0.2240
Epoch  10 Batch  285/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8239, Loss: 0.1917
Epoch  10 Batch  286/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8303, Loss: 0.1948
Epoch  10 Batch  287/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8342, Loss: 0.2089
Epoch  10 Batch  288/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8345, Loss: 0.2270
Epoch  10 Batch  289/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8395, Loss: 0.2081
Epoch  10 Batch  290/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8388, Loss: 0.2242
Epoch  10 Batch  291/1077 - Train Accuracy: 0.8158, Validation Accuracy: 0.8381, Loss: 0.2116
Epoch  10 Batch  292/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8402, Loss: 0.2096
Epoch  10 Batch  293/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8430, Loss: 0.2287
Epoch  10 Batch  294/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8427, Loss: 0.1965
Epoch  10 Batch  295/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8409, Loss: 0.2186
Epoch  10 Batch  296/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8381, Loss: 0.1940
Epoch  10 Batch  297/1077 - Train Accuracy: 0.8113, Validation Accuracy: 0.8249, Loss: 0.2177
Epoch  10 Batch  298/1077 - Train Accuracy: 0.7957, Validation Accuracy: 0.8274, Loss: 0.2245
Epoch  10 Batch  299/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8370, Loss: 0.2013
Epoch  10 Batch  300/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8370, Loss: 0.1921
Epoch  10 Batch  301/1077 - Train Accuracy: 0.8082, Validation Accuracy: 0.8310, Loss: 0.2081
Epoch  10 Batch  302/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8327, Loss: 0.2004
Epoch  10 Batch  303/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8342, Loss: 0.2164
Epoch  10 Batch  304/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8391, Loss: 0.1945
Epoch  10 Batch  305/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8146, Loss: 0.2054
Epoch  10 Batch  306/1077 - Train Accuracy: 0.8583, Validation Accuracy: 0.8256, Loss: 0.2117
Epoch  10 Batch  307/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8338, Loss: 0.2115
Epoch  10 Batch  308/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8395, Loss: 0.2204
Epoch  10 Batch  309/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8263, Loss: 0.1858
Epoch  10 Batch  310/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8292, Loss: 0.2119
Epoch  10 Batch  311/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8217, Loss: 0.1959
Epoch  10 Batch  312/1077 - Train Accuracy: 0.7926, Validation Accuracy: 0.8342, Loss: 0.2354
Epoch  10 Batch  313/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8271, Loss: 0.1869
Epoch  10 Batch  314/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8267, Loss: 0.2084
Epoch  10 Batch  315/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8310, Loss: 0.1813
Epoch  10 Batch  316/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8349, Loss: 0.1951
Epoch  10 Batch  317/1077 - Train Accuracy: 0.8409, Validation Accuracy: 0.8338, Loss: 0.2274
Epoch  10 Batch  318/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8377, Loss: 0.2134
Epoch  10 Batch  319/1077 - Train Accuracy: 0.8148, Validation Accuracy: 0.8342, Loss: 0.2282
Epoch  10 Batch  320/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8327, Loss: 0.2252
Epoch  10 Batch  321/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8352, Loss: 0.2098
Epoch  10 Batch  322/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8232, Loss: 0.1973
Epoch  10 Batch  323/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8125, Loss: 0.2062
Epoch  10 Batch  324/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8196, Loss: 0.2032
Epoch  10 Batch  325/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8352, Loss: 0.1993
Epoch  10 Batch  326/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8398, Loss: 0.1938
Epoch  10 Batch  327/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8434, Loss: 0.2315
Epoch  10 Batch  328/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8438, Loss: 0.2179
Epoch  10 Batch  329/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8416, Loss: 0.2223
Epoch  10 Batch  330/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8352, Loss: 0.2036
Epoch  10 Batch  331/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8285, Loss: 0.2067
Epoch  10 Batch  332/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8118, Loss: 0.1762
Epoch  10 Batch  333/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8146, Loss: 0.1987
Epoch  10 Batch  334/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8281, Loss: 0.1990
Epoch  10 Batch  335/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8352, Loss: 0.1952
Epoch  10 Batch  336/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8342, Loss: 0.2266
Epoch  10 Batch  337/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8303, Loss: 0.2254
Epoch  10 Batch  338/1077 - Train Accuracy: 0.8004, Validation Accuracy: 0.8288, Loss: 0.2300
Epoch  10 Batch  339/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8189, Loss: 0.1933
Epoch  10 Batch  340/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8125, Loss: 0.2018
Epoch  10 Batch  341/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8047, Loss: 0.2418
Epoch  10 Batch  342/1077 - Train Accuracy: 0.7991, Validation Accuracy: 0.8097, Loss: 0.1987
Epoch  10 Batch  343/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8114, Loss: 0.2104
Epoch  10 Batch  344/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8100, Loss: 0.2029
Epoch  10 Batch  345/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8050, Loss: 0.1984
Epoch  10 Batch  346/1077 - Train Accuracy: 0.8203, Validation Accuracy: 0.8178, Loss: 0.2084
Epoch  10 Batch  347/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8161, Loss: 0.1826
Epoch  10 Batch  348/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8214, Loss: 0.2039
Epoch  10 Batch  349/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8203, Loss: 0.1916
Epoch  10 Batch  350/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8200, Loss: 0.2126
Epoch  10 Batch  351/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8224, Loss: 0.2177
Epoch  10 Batch  352/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8082, Loss: 0.2086
Epoch  10 Batch  353/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8079, Loss: 0.2283
Epoch  10 Batch  354/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8121, Loss: 0.2229
Epoch  10 Batch  355/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8125, Loss: 0.2028
Epoch  10 Batch  356/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8200, Loss: 0.2088
Epoch  10 Batch  357/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8150, Loss: 0.1962
Epoch  10 Batch  358/1077 - Train Accuracy: 0.7738, Validation Accuracy: 0.8200, Loss: 0.2237
Epoch  10 Batch  359/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8192, Loss: 0.2027
Epoch  10 Batch  360/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8132, Loss: 0.1956
Epoch  10 Batch  361/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8175, Loss: 0.2105
Epoch  10 Batch  362/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8132, Loss: 0.2001
Epoch  10 Batch  363/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8118, Loss: 0.2152
Epoch  10 Batch  364/1077 - Train Accuracy: 0.8297, Validation Accuracy: 0.8107, Loss: 0.2174
Epoch  10 Batch  365/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8093, Loss: 0.1933
Epoch  10 Batch  366/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8072, Loss: 0.1960
Epoch  10 Batch  367/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8114, Loss: 0.1715
Epoch  10 Batch  368/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8079, Loss: 0.2128
Epoch  10 Batch  369/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8182, Loss: 0.1987
Epoch  10 Batch  370/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8242, Loss: 0.1930
Epoch  10 Batch  371/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8224, Loss: 0.1927
Epoch  10 Batch  372/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8232, Loss: 0.1921
Epoch  10 Batch  373/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8178, Loss: 0.1884
Epoch  10 Batch  374/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8210, Loss: 0.2201
Epoch  10 Batch  375/1077 - Train Accuracy: 0.8736, Validation Accuracy: 0.8239, Loss: 0.1956
Epoch  10 Batch  376/1077 - Train Accuracy: 0.8303, Validation Accuracy: 0.8338, Loss: 0.1964
Epoch  10 Batch  377/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8249, Loss: 0.2119
Epoch  10 Batch  378/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8263, Loss: 0.1843
Epoch  10 Batch  379/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8295, Loss: 0.2157
Epoch  10 Batch  380/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8196, Loss: 0.1960
Epoch  10 Batch  381/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8306, Loss: 0.2184
Epoch  10 Batch  382/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8196, Loss: 0.2245
Epoch  10 Batch  383/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8185, Loss: 0.2089
Epoch  10 Batch  384/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8228, Loss: 0.1981
Epoch  10 Batch  385/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8249, Loss: 0.2042
Epoch  10 Batch  386/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8253, Loss: 0.1987
Epoch  10 Batch  387/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8310, Loss: 0.1910
Epoch  10 Batch  388/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8239, Loss: 0.2189
Epoch  10 Batch  389/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8260, Loss: 0.1947
Epoch  10 Batch  390/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8352, Loss: 0.2301
Epoch  10 Batch  391/1077 - Train Accuracy: 0.8385, Validation Accuracy: 0.8356, Loss: 0.2032
Epoch  10 Batch  392/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8303, Loss: 0.1964
Epoch  10 Batch  393/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8292, Loss: 0.2066
Epoch  10 Batch  394/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8274, Loss: 0.2107
Epoch  10 Batch  395/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8281, Loss: 0.1934
Epoch  10 Batch  396/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8260, Loss: 0.2077
Epoch  10 Batch  397/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8228, Loss: 0.2027
Epoch  10 Batch  398/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8164, Loss: 0.2068
Epoch  10 Batch  399/1077 - Train Accuracy: 0.7973, Validation Accuracy: 0.8164, Loss: 0.2121
Epoch  10 Batch  400/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8121, Loss: 0.2122
Epoch  10 Batch  401/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8168, Loss: 0.2062
Epoch  10 Batch  402/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8164, Loss: 0.1918
Epoch  10 Batch  403/1077 - Train Accuracy: 0.7910, Validation Accuracy: 0.8249, Loss: 0.2126
Epoch  10 Batch  404/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8303, Loss: 0.1940
Epoch  10 Batch  405/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8359, Loss: 0.2188
Epoch  10 Batch  406/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8331, Loss: 0.1904
Epoch  10 Batch  407/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8320, Loss: 0.2164
Epoch  10 Batch  408/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8327, Loss: 0.2046
Epoch  10 Batch  409/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8317, Loss: 0.2133
Epoch  10 Batch  410/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8327, Loss: 0.2131
Epoch  10 Batch  411/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8388, Loss: 0.1978
Epoch  10 Batch  412/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8409, Loss: 0.1858
Epoch  10 Batch  413/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8274, Loss: 0.1953
Epoch  10 Batch  414/1077 - Train Accuracy: 0.7711, Validation Accuracy: 0.8324, Loss: 0.2138
Epoch  10 Batch  415/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8359, Loss: 0.2088
Epoch  10 Batch  416/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8406, Loss: 0.2032
Epoch  10 Batch  417/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8398, Loss: 0.2149
Epoch  10 Batch  418/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8352, Loss: 0.1991
Epoch  10 Batch  419/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8420, Loss: 0.2021
Epoch  10 Batch  420/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8406, Loss: 0.1916
Epoch  10 Batch  421/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8256, Loss: 0.2086
Epoch  10 Batch  422/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8342, Loss: 0.1953
Epoch  10 Batch  423/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8299, Loss: 0.2070
Epoch  10 Batch  424/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8292, Loss: 0.2059
Epoch  10 Batch  425/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8391, Loss: 0.1928
Epoch  10 Batch  426/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8249, Loss: 0.2114
Epoch  10 Batch  427/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8185, Loss: 0.1891
Epoch  10 Batch  428/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8246, Loss: 0.1833
Epoch  10 Batch  429/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8370, Loss: 0.1975
Epoch  10 Batch  430/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8338, Loss: 0.1981
Epoch  10 Batch  431/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8455, Loss: 0.2001
Epoch  10 Batch  432/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8327, Loss: 0.1943
Epoch  10 Batch  433/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8271, Loss: 0.2133
Epoch  10 Batch  434/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8161, Loss: 0.2082
Epoch  10 Batch  435/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8263, Loss: 0.2125
Epoch  10 Batch  436/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8331, Loss: 0.1959
Epoch  10 Batch  437/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8267, Loss: 0.2095
Epoch  10 Batch  438/1077 - Train Accuracy: 0.8191, Validation Accuracy: 0.8210, Loss: 0.2054
Epoch  10 Batch  439/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8281, Loss: 0.2189
Epoch  10 Batch  440/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8246, Loss: 0.2201
Epoch  10 Batch  441/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8086, Loss: 0.1925
Epoch  10 Batch  442/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8065, Loss: 0.1970
Epoch  10 Batch  443/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8075, Loss: 0.1956
Epoch  10 Batch  444/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8114, Loss: 0.1958
Epoch  10 Batch  445/1077 - Train Accuracy: 0.7998, Validation Accuracy: 0.8189, Loss: 0.2086
Epoch  10 Batch  446/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8253, Loss: 0.1844
Epoch  10 Batch  447/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8157, Loss: 0.2098
Epoch  10 Batch  448/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8097, Loss: 0.2074
Epoch  10 Batch  449/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8079, Loss: 0.2279
Epoch  10 Batch  450/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8075, Loss: 0.1969
Epoch  10 Batch  451/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8050, Loss: 0.1790
Epoch  10 Batch  452/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8146, Loss: 0.2041
Epoch  10 Batch  453/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8224, Loss: 0.1991
Epoch  10 Batch  454/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8239, Loss: 0.2241
Epoch  10 Batch  455/1077 - Train Accuracy: 0.8200, Validation Accuracy: 0.8192, Loss: 0.1883
Epoch  10 Batch  456/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8200, Loss: 0.2031
Epoch  10 Batch  457/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8143, Loss: 0.1872
Epoch  10 Batch  458/1077 - Train Accuracy: 0.7922, Validation Accuracy: 0.8189, Loss: 0.2089
Epoch  10 Batch  459/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8189, Loss: 0.1876
Epoch  10 Batch  460/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8121, Loss: 0.2107
Epoch  10 Batch  461/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8239, Loss: 0.1999
Epoch  10 Batch  462/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8256, Loss: 0.2023
Epoch  10 Batch  463/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8235, Loss: 0.2045
Epoch  10 Batch  464/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8263, Loss: 0.1957
Epoch  10 Batch  465/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8377, Loss: 0.2479
Epoch  10 Batch  466/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8359, Loss: 0.1968
Epoch  10 Batch  467/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8345, Loss: 0.2031
Epoch  10 Batch  468/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8406, Loss: 0.1978
Epoch  10 Batch  469/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8359, Loss: 0.2120
Epoch  10 Batch  470/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8171, Loss: 0.2163
Epoch  10 Batch  471/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8164, Loss: 0.1958
Epoch  10 Batch  472/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8313, Loss: 0.1846
Epoch  10 Batch  473/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8406, Loss: 0.2041
Epoch  10 Batch  474/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8434, Loss: 0.2149
Epoch  10 Batch  475/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8434, Loss: 0.2004
Epoch  10 Batch  476/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8377, Loss: 0.1878
Epoch  10 Batch  477/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8317, Loss: 0.1953
Epoch  10 Batch  478/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8445, Loss: 0.2148
Epoch  10 Batch  479/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8523, Loss: 0.2180
Epoch  10 Batch  480/1077 - Train Accuracy: 0.8417, Validation Accuracy: 0.8416, Loss: 0.1922
Epoch  10 Batch  481/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8406, Loss: 0.1991
Epoch  10 Batch  482/1077 - Train Accuracy: 0.8372, Validation Accuracy: 0.8271, Loss: 0.2230
Epoch  10 Batch  483/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8303, Loss: 0.2220
Epoch  10 Batch  484/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8335, Loss: 0.1993
Epoch  10 Batch  485/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8352, Loss: 0.2103
Epoch  10 Batch  486/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8320, Loss: 0.1943
Epoch  10 Batch  487/1077 - Train Accuracy: 0.8429, Validation Accuracy: 0.8281, Loss: 0.2037
Epoch  10 Batch  488/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8317, Loss: 0.1935
Epoch  10 Batch  489/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8192, Loss: 0.1817
Epoch  10 Batch  490/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8249, Loss: 0.2099
Epoch  10 Batch  491/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8249, Loss: 0.2054
Epoch  10 Batch  492/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8249, Loss: 0.2088
Epoch  10 Batch  493/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8292, Loss: 0.1838
Epoch  10 Batch  494/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8256, Loss: 0.1930
Epoch  10 Batch  495/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8313, Loss: 0.1866
Epoch  10 Batch  496/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8263, Loss: 0.1986
Epoch  10 Batch  497/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8249, Loss: 0.2149
Epoch  10 Batch  498/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8281, Loss: 0.1938
Epoch  10 Batch  499/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8249, Loss: 0.1928
Epoch  10 Batch  500/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8253, Loss: 0.1894
Epoch  10 Batch  501/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8278, Loss: 0.2003
Epoch  10 Batch  502/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8260, Loss: 0.1984
Epoch  10 Batch  503/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8143, Loss: 0.1889
Epoch  10 Batch  504/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8139, Loss: 0.2055
Epoch  10 Batch  505/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8157, Loss: 0.1784
Epoch  10 Batch  506/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8274, Loss: 0.1998
Epoch  10 Batch  507/1077 - Train Accuracy: 0.7766, Validation Accuracy: 0.8288, Loss: 0.1932
Epoch  10 Batch  508/1077 - Train Accuracy: 0.8452, Validation Accuracy: 0.8196, Loss: 0.1999
Epoch  10 Batch  509/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8121, Loss: 0.2164
Epoch  10 Batch  510/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8114, Loss: 0.1942
Epoch  10 Batch  511/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8182, Loss: 0.2050
Epoch  10 Batch  512/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8132, Loss: 0.1937
Epoch  10 Batch  513/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8303, Loss: 0.1998
Epoch  10 Batch  514/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8331, Loss: 0.2008
Epoch  10 Batch  515/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8359, Loss: 0.2192
Epoch  10 Batch  516/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8288, Loss: 0.1763
Epoch  10 Batch  517/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8303, Loss: 0.2086
Epoch  10 Batch  518/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8313, Loss: 0.1800
Epoch  10 Batch  519/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8430, Loss: 0.1919
Epoch  10 Batch  520/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8370, Loss: 0.1766
Epoch  10 Batch  521/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8377, Loss: 0.1951
Epoch  10 Batch  522/1077 - Train Accuracy: 0.7621, Validation Accuracy: 0.8441, Loss: 0.2260
Epoch  10 Batch  523/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8342, Loss: 0.2040
Epoch  10 Batch  524/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8192, Loss: 0.2070
Epoch  10 Batch  525/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8185, Loss: 0.1951
Epoch  10 Batch  526/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8214, Loss: 0.1914
Epoch  10 Batch  527/1077 - Train Accuracy: 0.8178, Validation Accuracy: 0.8306, Loss: 0.2001
Epoch  10 Batch  528/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8200, Loss: 0.1971
Epoch  10 Batch  529/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8182, Loss: 0.1914
Epoch  10 Batch  530/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8260, Loss: 0.2063
Epoch  10 Batch  531/1077 - Train Accuracy: 0.8184, Validation Accuracy: 0.8246, Loss: 0.1971
Epoch  10 Batch  532/1077 - Train Accuracy: 0.8098, Validation Accuracy: 0.8256, Loss: 0.2305
Epoch  10 Batch  533/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8267, Loss: 0.2065
Epoch  10 Batch  534/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.8274, Loss: 0.2082
Epoch  10 Batch  535/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8285, Loss: 0.1950
Epoch  10 Batch  536/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8239, Loss: 0.1988
Epoch  10 Batch  537/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8210, Loss: 0.2097
Epoch  10 Batch  538/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8249, Loss: 0.1814
Epoch  10 Batch  539/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8242, Loss: 0.2094
Epoch  10 Batch  540/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8324, Loss: 0.1828
Epoch  10 Batch  541/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8331, Loss: 0.2032
Epoch  10 Batch  542/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8299, Loss: 0.1897
Epoch  10 Batch  543/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8377, Loss: 0.1963
Epoch  10 Batch  544/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8271, Loss: 0.1944
Epoch  10 Batch  545/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8345, Loss: 0.2204
Epoch  10 Batch  546/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8374, Loss: 0.2077
Epoch  10 Batch  547/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8363, Loss: 0.1885
Epoch  10 Batch  548/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8381, Loss: 0.2008
Epoch  10 Batch  549/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8363, Loss: 0.2127
Epoch  10 Batch  550/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8320, Loss: 0.2059
Epoch  10 Batch  551/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8285, Loss: 0.2076
Epoch  10 Batch  552/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8253, Loss: 0.2049
Epoch  10 Batch  553/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8203, Loss: 0.2045
Epoch  10 Batch  554/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8249, Loss: 0.2049
Epoch  10 Batch  555/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8242, Loss: 0.1944
Epoch  10 Batch  556/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8161, Loss: 0.1952
Epoch  10 Batch  557/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8068, Loss: 0.1886
Epoch  10 Batch  558/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8111, Loss: 0.1896
Epoch  10 Batch  559/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8129, Loss: 0.1982
Epoch  10 Batch  560/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8274, Loss: 0.1830
Epoch  10 Batch  561/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8310, Loss: 0.1897
Epoch  10 Batch  562/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8260, Loss: 0.1789
Epoch  10 Batch  563/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8228, Loss: 0.2117
Epoch  10 Batch  564/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8157, Loss: 0.2233
Epoch  10 Batch  565/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8242, Loss: 0.2096
Epoch  10 Batch  566/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8260, Loss: 0.2181
Epoch  10 Batch  567/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8246, Loss: 0.1914
Epoch  10 Batch  568/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8320, Loss: 0.1891
Epoch  10 Batch  569/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8359, Loss: 0.2046
Epoch  10 Batch  570/1077 - Train Accuracy: 0.8162, Validation Accuracy: 0.8391, Loss: 0.2062
Epoch  10 Batch  571/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8288, Loss: 0.1899
Epoch  10 Batch  572/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8313, Loss: 0.1797
Epoch  10 Batch  573/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8278, Loss: 0.2183
Epoch  10 Batch  574/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8359, Loss: 0.2010
Epoch  10 Batch  575/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8359, Loss: 0.1934
Epoch  10 Batch  576/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8356, Loss: 0.1958
Epoch  10 Batch  577/1077 - Train Accuracy: 0.8396, Validation Accuracy: 0.8374, Loss: 0.2015
Epoch  10 Batch  578/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8413, Loss: 0.1981
Epoch  10 Batch  579/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8217, Loss: 0.1936
Epoch  10 Batch  580/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8310, Loss: 0.1850
Epoch  10 Batch  581/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8391, Loss: 0.1897
Epoch  10 Batch  582/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8477, Loss: 0.1895
Epoch  10 Batch  583/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8438, Loss: 0.2166
Epoch  10 Batch  584/1077 - Train Accuracy: 0.8196, Validation Accuracy: 0.8438, Loss: 0.2038
Epoch  10 Batch  585/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8285, Loss: 0.1793
Epoch  10 Batch  586/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8345, Loss: 0.1996
Epoch  10 Batch  587/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8207, Loss: 0.1937
Epoch  10 Batch  588/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8278, Loss: 0.1897
Epoch  10 Batch  589/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8398, Loss: 0.1976
Epoch  10 Batch  590/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8313, Loss: 0.2182
Epoch  10 Batch  591/1077 - Train Accuracy: 0.8494, Validation Accuracy: 0.8295, Loss: 0.1811
Epoch  10 Batch  592/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8253, Loss: 0.1983
Epoch  10 Batch  593/1077 - Train Accuracy: 0.8374, Validation Accuracy: 0.8253, Loss: 0.2065
Epoch  10 Batch  594/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8146, Loss: 0.2137
Epoch  10 Batch  595/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8168, Loss: 0.1993
Epoch  10 Batch  596/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8260, Loss: 0.2045
Epoch  10 Batch  597/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8377, Loss: 0.2009
Epoch  10 Batch  598/1077 - Train Accuracy: 0.8292, Validation Accuracy: 0.8530, Loss: 0.1914
Epoch  10 Batch  599/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8477, Loss: 0.2262
Epoch  10 Batch  600/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8509, Loss: 0.1888
Epoch  10 Batch  601/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8395, Loss: 0.1953
Epoch  10 Batch  602/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8256, Loss: 0.2026
Epoch  10 Batch  603/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8203, Loss: 0.1952
Epoch  10 Batch  604/1077 - Train Accuracy: 0.8156, Validation Accuracy: 0.8189, Loss: 0.2182
Epoch  10 Batch  605/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8221, Loss: 0.2114
Epoch  10 Batch  606/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8363, Loss: 0.1817
Epoch  10 Batch  607/1077 - Train Accuracy: 0.8548, Validation Accuracy: 0.8366, Loss: 0.1907
Epoch  10 Batch  608/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8395, Loss: 0.2088
Epoch  10 Batch  609/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8331, Loss: 0.2067
Epoch  10 Batch  610/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8295, Loss: 0.2045
Epoch  10 Batch  611/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8192, Loss: 0.2131
Epoch  10 Batch  612/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8232, Loss: 0.1861
Epoch  10 Batch  613/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8239, Loss: 0.2145
Epoch  10 Batch  614/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8526, Loss: 0.1925
Epoch  10 Batch  615/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8473, Loss: 0.1919
Epoch  10 Batch  616/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8402, Loss: 0.2102
Epoch  10 Batch  617/1077 - Train Accuracy: 0.8255, Validation Accuracy: 0.8434, Loss: 0.1879
Epoch  10 Batch  618/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8359, Loss: 0.2108
Epoch  10 Batch  619/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8313, Loss: 0.1972
Epoch  10 Batch  620/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8303, Loss: 0.1875
Epoch  10 Batch  621/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8310, Loss: 0.1980
Epoch  10 Batch  622/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8317, Loss: 0.2121
Epoch  10 Batch  623/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8416, Loss: 0.2073
Epoch  10 Batch  624/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8438, Loss: 0.1851
Epoch  10 Batch  625/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8462, Loss: 0.1891
Epoch  10 Batch  626/1077 - Train Accuracy: 0.8345, Validation Accuracy: 0.8352, Loss: 0.1760
Epoch  10 Batch  627/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8303, Loss: 0.1888
Epoch  10 Batch  628/1077 - Train Accuracy: 0.8145, Validation Accuracy: 0.8274, Loss: 0.2027
Epoch  10 Batch  629/1077 - Train Accuracy: 0.8252, Validation Accuracy: 0.8349, Loss: 0.2023
Epoch  10 Batch  630/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8363, Loss: 0.1912
Epoch  10 Batch  631/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8395, Loss: 0.1819
Epoch  10 Batch  632/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8423, Loss: 0.1999
Epoch  10 Batch  633/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8391, Loss: 0.2038
Epoch  10 Batch  634/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8331, Loss: 0.1801
Epoch  10 Batch  635/1077 - Train Accuracy: 0.8405, Validation Accuracy: 0.8359, Loss: 0.2164
Epoch  10 Batch  636/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8292, Loss: 0.1958
Epoch  10 Batch  637/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8274, Loss: 0.2021
Epoch  10 Batch  638/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8317, Loss: 0.1820
Epoch  10 Batch  639/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8320, Loss: 0.1969
Epoch  10 Batch  640/1077 - Train Accuracy: 0.8025, Validation Accuracy: 0.8388, Loss: 0.1970
Epoch  10 Batch  641/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8366, Loss: 0.1896
Epoch  10 Batch  642/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8356, Loss: 0.1915
Epoch  10 Batch  643/1077 - Train Accuracy: 0.8624, Validation Accuracy: 0.8288, Loss: 0.1736
Epoch  10 Batch  644/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8327, Loss: 0.1895
Epoch  10 Batch  645/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8331, Loss: 0.1897
Epoch  10 Batch  646/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8359, Loss: 0.1953
Epoch  10 Batch  647/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8381, Loss: 0.2023
Epoch  10 Batch  648/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8466, Loss: 0.1892
Epoch  10 Batch  649/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8562, Loss: 0.1917
Epoch  10 Batch  650/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8455, Loss: 0.2047
Epoch  10 Batch  651/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8402, Loss: 0.1868
Epoch  10 Batch  652/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8427, Loss: 0.2079
Epoch  10 Batch  653/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8359, Loss: 0.2081
Epoch  10 Batch  654/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8281, Loss: 0.1877
Epoch  10 Batch  655/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8278, Loss: 0.2085
Epoch  10 Batch  656/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8381, Loss: 0.2009
Epoch  10 Batch  657/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8288, Loss: 0.2129
Epoch  10 Batch  658/1077 - Train Accuracy: 0.8218, Validation Accuracy: 0.8232, Loss: 0.1856
Epoch  10 Batch  659/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8232, Loss: 0.2045
Epoch  10 Batch  660/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8235, Loss: 0.1952
Epoch  10 Batch  661/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8200, Loss: 0.1902
Epoch  10 Batch  662/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8242, Loss: 0.1814
Epoch  10 Batch  663/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8345, Loss: 0.1723
Epoch  10 Batch  664/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8303, Loss: 0.1894
Epoch  10 Batch  665/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8285, Loss: 0.1922
Epoch  10 Batch  666/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8263, Loss: 0.2021
Epoch  10 Batch  667/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8242, Loss: 0.2181
Epoch  10 Batch  668/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8253, Loss: 0.1855
Epoch  10 Batch  669/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8242, Loss: 0.1893
Epoch  10 Batch  670/1077 - Train Accuracy: 0.8558, Validation Accuracy: 0.8395, Loss: 0.1848
Epoch  10 Batch  671/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8253, Loss: 0.2132
Epoch  10 Batch  672/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8288, Loss: 0.1835
Epoch  10 Batch  673/1077 - Train Accuracy: 0.8296, Validation Accuracy: 0.8324, Loss: 0.1823
Epoch  10 Batch  674/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8338, Loss: 0.1919
Epoch  10 Batch  675/1077 - Train Accuracy: 0.8389, Validation Accuracy: 0.8384, Loss: 0.2027
Epoch  10 Batch  676/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8370, Loss: 0.2007
Epoch  10 Batch  677/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8388, Loss: 0.2043
Epoch  10 Batch  678/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8317, Loss: 0.1824
Epoch  10 Batch  679/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8374, Loss: 0.2064
Epoch  10 Batch  680/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8335, Loss: 0.2038
Epoch  10 Batch  681/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8306, Loss: 0.1975
Epoch  10 Batch  682/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8335, Loss: 0.2020
Epoch  10 Batch  683/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8281, Loss: 0.1854
Epoch  10 Batch  684/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8267, Loss: 0.1832
Epoch  10 Batch  685/1077 - Train Accuracy: 0.8102, Validation Accuracy: 0.8292, Loss: 0.2037
Epoch  10 Batch  686/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8295, Loss: 0.1808
Epoch  10 Batch  687/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8320, Loss: 0.2042
Epoch  10 Batch  688/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8345, Loss: 0.1850
Epoch  10 Batch  689/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8317, Loss: 0.1846
Epoch  10 Batch  690/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8406, Loss: 0.1934
Epoch  10 Batch  691/1077 - Train Accuracy: 0.8470, Validation Accuracy: 0.8366, Loss: 0.2215
Epoch  10 Batch  692/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8430, Loss: 0.1834
Epoch  10 Batch  693/1077 - Train Accuracy: 0.8051, Validation Accuracy: 0.8285, Loss: 0.2367
Epoch  10 Batch  694/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8310, Loss: 0.1884
Epoch  10 Batch  695/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8441, Loss: 0.1816
Epoch  10 Batch  696/1077 - Train Accuracy: 0.8072, Validation Accuracy: 0.8413, Loss: 0.2134
Epoch  10 Batch  697/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8466, Loss: 0.1874
Epoch  10 Batch  698/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.8448, Loss: 0.1807
Epoch  10 Batch  699/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8434, Loss: 0.1942
Epoch  10 Batch  700/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8335, Loss: 0.1801
Epoch  10 Batch  701/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8402, Loss: 0.2019
Epoch  10 Batch  702/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8420, Loss: 0.1979
Epoch  10 Batch  703/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8519, Loss: 0.1983
Epoch  10 Batch  704/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8462, Loss: 0.2101
Epoch  10 Batch  705/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8480, Loss: 0.2147
Epoch  10 Batch  706/1077 - Train Accuracy: 0.8170, Validation Accuracy: 0.8523, Loss: 0.2111
Epoch  10 Batch  707/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8423, Loss: 0.1963
Epoch  10 Batch  708/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8267, Loss: 0.1995
Epoch  10 Batch  709/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8189, Loss: 0.2219
Epoch  10 Batch  710/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8207, Loss: 0.2009
Epoch  10 Batch  711/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8441, Loss: 0.2205
Epoch  10 Batch  712/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8498, Loss: 0.1849
Epoch  10 Batch  713/1077 - Train Accuracy: 0.8306, Validation Accuracy: 0.8345, Loss: 0.1897
Epoch  10 Batch  714/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8232, Loss: 0.2098
Epoch  10 Batch  715/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8246, Loss: 0.2108
Epoch  10 Batch  716/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8224, Loss: 0.1732
Epoch  10 Batch  717/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8274, Loss: 0.1890
Epoch  10 Batch  718/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8288, Loss: 0.2118
Epoch  10 Batch  719/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8349, Loss: 0.1949
Epoch  10 Batch  720/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8285, Loss: 0.2076
Epoch  10 Batch  721/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8267, Loss: 0.2118
Epoch  10 Batch  722/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8445, Loss: 0.1926
Epoch  10 Batch  723/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8299, Loss: 0.1975
Epoch  10 Batch  724/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8303, Loss: 0.2121
Epoch  10 Batch  725/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8335, Loss: 0.1835
Epoch  10 Batch  726/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8345, Loss: 0.1787
Epoch  10 Batch  727/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8281, Loss: 0.1835
Epoch  10 Batch  728/1077 - Train Accuracy: 0.8121, Validation Accuracy: 0.8381, Loss: 0.2069
Epoch  10 Batch  729/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8366, Loss: 0.2127
Epoch  10 Batch  730/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8196, Loss: 0.2039
Epoch  10 Batch  731/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8157, Loss: 0.1983
Epoch  10 Batch  732/1077 - Train Accuracy: 0.8092, Validation Accuracy: 0.8050, Loss: 0.2066
Epoch  10 Batch  733/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8111, Loss: 0.2046
Epoch  10 Batch  734/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8207, Loss: 0.2130
Epoch  10 Batch  735/1077 - Train Accuracy: 0.8238, Validation Accuracy: 0.8288, Loss: 0.1940
Epoch  10 Batch  736/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8235, Loss: 0.1911
Epoch  10 Batch  737/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8278, Loss: 0.2112
Epoch  10 Batch  738/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8224, Loss: 0.1709
Epoch  10 Batch  739/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8249, Loss: 0.1825
Epoch  10 Batch  740/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8271, Loss: 0.1795
Epoch  10 Batch  741/1077 - Train Accuracy: 0.8160, Validation Accuracy: 0.8345, Loss: 0.2020
Epoch  10 Batch  742/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8327, Loss: 0.1904
Epoch  10 Batch  743/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8313, Loss: 0.1988
Epoch  10 Batch  744/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8295, Loss: 0.1771
Epoch  10 Batch  745/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8427, Loss: 0.1942
Epoch  10 Batch  746/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8356, Loss: 0.1827
Epoch  10 Batch  747/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8221, Loss: 0.1734
Epoch  10 Batch  748/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8352, Loss: 0.1848
Epoch  10 Batch  749/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8416, Loss: 0.1999
Epoch  10 Batch  750/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8438, Loss: 0.1901
Epoch  10 Batch  751/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8430, Loss: 0.1897
Epoch  10 Batch  752/1077 - Train Accuracy: 0.8237, Validation Accuracy: 0.8370, Loss: 0.1859
Epoch  10 Batch  753/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8388, Loss: 0.1819
Epoch  10 Batch  754/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8292, Loss: 0.2027
Epoch  10 Batch  755/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8356, Loss: 0.1938
Epoch  10 Batch  756/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8370, Loss: 0.1929
Epoch  10 Batch  757/1077 - Train Accuracy: 0.8433, Validation Accuracy: 0.8370, Loss: 0.2004
Epoch  10 Batch  758/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8384, Loss: 0.1688
Epoch  10 Batch  759/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8402, Loss: 0.1741
Epoch  10 Batch  760/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8352, Loss: 0.2034
Epoch  10 Batch  761/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8324, Loss: 0.2055
Epoch  10 Batch  762/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8214, Loss: 0.1694
Epoch  10 Batch  763/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8175, Loss: 0.1851
Epoch  10 Batch  764/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8295, Loss: 0.1888
Epoch  10 Batch  765/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8274, Loss: 0.1922
Epoch  10 Batch  766/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8349, Loss: 0.2014
Epoch  10 Batch  767/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8366, Loss: 0.1955
Epoch  10 Batch  768/1077 - Train Accuracy: 0.8031, Validation Accuracy: 0.8295, Loss: 0.1958
Epoch  10 Batch  769/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8320, Loss: 0.1898
Epoch  10 Batch  770/1077 - Train Accuracy: 0.8185, Validation Accuracy: 0.8288, Loss: 0.1836
Epoch  10 Batch  771/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8327, Loss: 0.1907
Epoch  10 Batch  772/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8327, Loss: 0.1845
Epoch  10 Batch  773/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8452, Loss: 0.1809
Epoch  10 Batch  774/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8331, Loss: 0.2054
Epoch  10 Batch  775/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8342, Loss: 0.1885
Epoch  10 Batch  776/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8402, Loss: 0.1938
Epoch  10 Batch  777/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8427, Loss: 0.1926
Epoch  10 Batch  778/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8256, Loss: 0.1816
Epoch  10 Batch  779/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8317, Loss: 0.1887
Epoch  10 Batch  780/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8402, Loss: 0.2101
Epoch  10 Batch  781/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8459, Loss: 0.1742
Epoch  10 Batch  782/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8338, Loss: 0.1814
Epoch  10 Batch  783/1077 - Train Accuracy: 0.8278, Validation Accuracy: 0.8398, Loss: 0.2009
Epoch  10 Batch  784/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8335, Loss: 0.1811
Epoch  10 Batch  785/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8235, Loss: 0.1792
Epoch  10 Batch  786/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8306, Loss: 0.1957
Epoch  10 Batch  787/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8317, Loss: 0.1728
Epoch  10 Batch  788/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8363, Loss: 0.1850
Epoch  10 Batch  789/1077 - Train Accuracy: 0.8298, Validation Accuracy: 0.8423, Loss: 0.1923
Epoch  10 Batch  790/1077 - Train Accuracy: 0.7984, Validation Accuracy: 0.8338, Loss: 0.2076
Epoch  10 Batch  791/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8377, Loss: 0.2101
Epoch  10 Batch  792/1077 - Train Accuracy: 0.8230, Validation Accuracy: 0.8324, Loss: 0.2000
Epoch  10 Batch  793/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8239, Loss: 0.1873
Epoch  10 Batch  794/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8214, Loss: 0.1827
Epoch  10 Batch  795/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8210, Loss: 0.2024
Epoch  10 Batch  796/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8161, Loss: 0.1932
Epoch  10 Batch  797/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8196, Loss: 0.1896
Epoch  10 Batch  798/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8299, Loss: 0.1885
Epoch  10 Batch  799/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8441, Loss: 0.2212
Epoch  10 Batch  800/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8413, Loss: 0.1943
Epoch  10 Batch  801/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8416, Loss: 0.1923
Epoch  10 Batch  802/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8363, Loss: 0.1926
Epoch  10 Batch  803/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8413, Loss: 0.1937
Epoch  10 Batch  804/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8505, Loss: 0.1837
Epoch  10 Batch  805/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8509, Loss: 0.1926
Epoch  10 Batch  806/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8434, Loss: 0.1863
Epoch  10 Batch  807/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8466, Loss: 0.1695
Epoch  10 Batch  808/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8441, Loss: 0.2111
Epoch  10 Batch  809/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8420, Loss: 0.2185
Epoch  10 Batch  810/1077 - Train Accuracy: 0.8419, Validation Accuracy: 0.8398, Loss: 0.1814
Epoch  10 Batch  811/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8406, Loss: 0.1807
Epoch  10 Batch  812/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8359, Loss: 0.1968
Epoch  10 Batch  813/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8352, Loss: 0.1881
Epoch  10 Batch  814/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8377, Loss: 0.2020
Epoch  10 Batch  815/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8356, Loss: 0.1836
Epoch  10 Batch  816/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8448, Loss: 0.1969
Epoch  10 Batch  817/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8391, Loss: 0.2073
Epoch  10 Batch  818/1077 - Train Accuracy: 0.8258, Validation Accuracy: 0.8285, Loss: 0.1927
Epoch  10 Batch  819/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8267, Loss: 0.1910
Epoch  10 Batch  820/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8391, Loss: 0.2107
Epoch  10 Batch  821/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8427, Loss: 0.1784
Epoch  10 Batch  822/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8551, Loss: 0.1903
Epoch  10 Batch  823/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8494, Loss: 0.1867
Epoch  10 Batch  824/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8445, Loss: 0.1891
Epoch  10 Batch  825/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8324, Loss: 0.1865
Epoch  10 Batch  826/1077 - Train Accuracy: 0.8129, Validation Accuracy: 0.8320, Loss: 0.1836
Epoch  10 Batch  827/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8416, Loss: 0.1907
Epoch  10 Batch  828/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8484, Loss: 0.1888
Epoch  10 Batch  829/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8569, Loss: 0.2089
Epoch  10 Batch  830/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8473, Loss: 0.1869
Epoch  10 Batch  831/1077 - Train Accuracy: 0.7891, Validation Accuracy: 0.8484, Loss: 0.1924
Epoch  10 Batch  832/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8445, Loss: 0.1879
Epoch  10 Batch  833/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8388, Loss: 0.1873
Epoch  10 Batch  834/1077 - Train Accuracy: 0.8587, Validation Accuracy: 0.8356, Loss: 0.1923
Epoch  10 Batch  835/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8342, Loss: 0.1919
Epoch  10 Batch  836/1077 - Train Accuracy: 0.8507, Validation Accuracy: 0.8363, Loss: 0.1928
Epoch  10 Batch  837/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8395, Loss: 0.2019
Epoch  10 Batch  838/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8395, Loss: 0.1798
Epoch  10 Batch  839/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8317, Loss: 0.1778
Epoch  10 Batch  840/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8129, Loss: 0.1856
Epoch  10 Batch  841/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8232, Loss: 0.2003
Epoch  10 Batch  842/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8256, Loss: 0.1784
Epoch  10 Batch  843/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8342, Loss: 0.1738
Epoch  10 Batch  844/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8438, Loss: 0.1881
Epoch  10 Batch  845/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8459, Loss: 0.1902
Epoch  10 Batch  846/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8416, Loss: 0.1941
Epoch  10 Batch  847/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8363, Loss: 0.1908
Epoch  10 Batch  848/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8285, Loss: 0.1912
Epoch  10 Batch  849/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8242, Loss: 0.1740
Epoch  10 Batch  850/1077 - Train Accuracy: 0.8225, Validation Accuracy: 0.8324, Loss: 0.2196
Epoch  10 Batch  851/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8388, Loss: 0.1901
Epoch  10 Batch  852/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8477, Loss: 0.2032
Epoch  10 Batch  853/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8519, Loss: 0.1808
Epoch  10 Batch  854/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8533, Loss: 0.2006
Epoch  10 Batch  855/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8523, Loss: 0.1991
Epoch  10 Batch  856/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8441, Loss: 0.1969
Epoch  10 Batch  857/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8377, Loss: 0.1855
Epoch  10 Batch  858/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8480, Loss: 0.1929
Epoch  10 Batch  859/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8484, Loss: 0.1943
Epoch  10 Batch  860/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8466, Loss: 0.1856
Epoch  10 Batch  861/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8423, Loss: 0.1929
Epoch  10 Batch  862/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8430, Loss: 0.1868
Epoch  10 Batch  863/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8469, Loss: 0.1729
Epoch  10 Batch  864/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8462, Loss: 0.1917
Epoch  10 Batch  865/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8445, Loss: 0.1748
Epoch  10 Batch  866/1077 - Train Accuracy: 0.8251, Validation Accuracy: 0.8469, Loss: 0.1905
Epoch  10 Batch  867/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8469, Loss: 0.2380
Epoch  10 Batch  868/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8501, Loss: 0.1844
Epoch  10 Batch  869/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8526, Loss: 0.1916
Epoch  10 Batch  870/1077 - Train Accuracy: 0.8133, Validation Accuracy: 0.8544, Loss: 0.2013
Epoch  10 Batch  871/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8459, Loss: 0.1869
Epoch  10 Batch  872/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8445, Loss: 0.1797
Epoch  10 Batch  873/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8441, Loss: 0.1949
Epoch  10 Batch  874/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8391, Loss: 0.1923
Epoch  10 Batch  875/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8384, Loss: 0.1846
Epoch  10 Batch  876/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8427, Loss: 0.1869
Epoch  10 Batch  877/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8477, Loss: 0.1772
Epoch  10 Batch  878/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8491, Loss: 0.1815
Epoch  10 Batch  879/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8466, Loss: 0.1767
Epoch  10 Batch  880/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8455, Loss: 0.1939
Epoch  10 Batch  881/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8345, Loss: 0.1945
Epoch  10 Batch  882/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8239, Loss: 0.2159
Epoch  10 Batch  883/1077 - Train Accuracy: 0.8018, Validation Accuracy: 0.8391, Loss: 0.2301
Epoch  10 Batch  884/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8359, Loss: 0.1787
Epoch  10 Batch  885/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8366, Loss: 0.1595
Epoch  10 Batch  886/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8466, Loss: 0.1840
Epoch  10 Batch  887/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8455, Loss: 0.2048
Epoch  10 Batch  888/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8178, Loss: 0.1941
Epoch  10 Batch  889/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8118, Loss: 0.2069
Epoch  10 Batch  890/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8214, Loss: 0.1878
Epoch  10 Batch  891/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8317, Loss: 0.1967
Epoch  10 Batch  892/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8423, Loss: 0.1782
Epoch  10 Batch  893/1077 - Train Accuracy: 0.8223, Validation Accuracy: 0.8402, Loss: 0.2023
Epoch  10 Batch  894/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8452, Loss: 0.1721
Epoch  10 Batch  895/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8324, Loss: 0.1979
Epoch  10 Batch  896/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8313, Loss: 0.2045
Epoch  10 Batch  897/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8239, Loss: 0.1715
Epoch  10 Batch  898/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8381, Loss: 0.1704
Epoch  10 Batch  899/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8523, Loss: 0.1999
Epoch  10 Batch  900/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8498, Loss: 0.1890
Epoch  10 Batch  901/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8452, Loss: 0.2030
Epoch  10 Batch  902/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8455, Loss: 0.2049
Epoch  10 Batch  903/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8413, Loss: 0.1793
Epoch  10 Batch  904/1077 - Train Accuracy: 0.8180, Validation Accuracy: 0.8406, Loss: 0.1794
Epoch  10 Batch  905/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8402, Loss: 0.1825
Epoch  10 Batch  906/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8395, Loss: 0.1671
Epoch  10 Batch  907/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8445, Loss: 0.1800
Epoch  10 Batch  908/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8434, Loss: 0.1989
Epoch  10 Batch  909/1077 - Train Accuracy: 0.8254, Validation Accuracy: 0.8384, Loss: 0.1948
Epoch  10 Batch  910/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8438, Loss: 0.1842
Epoch  10 Batch  911/1077 - Train Accuracy: 0.8654, Validation Accuracy: 0.8469, Loss: 0.1951
Epoch  10 Batch  912/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8395, Loss: 0.1918
Epoch  10 Batch  913/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8303, Loss: 0.2026
Epoch  10 Batch  914/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8303, Loss: 0.1985
Epoch  10 Batch  915/1077 - Train Accuracy: 0.8269, Validation Accuracy: 0.8445, Loss: 0.2060
Epoch  10 Batch  916/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8455, Loss: 0.1885
Epoch  10 Batch  917/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8445, Loss: 0.1846
Epoch  10 Batch  918/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8427, Loss: 0.1709
Epoch  10 Batch  919/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8445, Loss: 0.1765
Epoch  10 Batch  920/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8438, Loss: 0.1925
Epoch  10 Batch  921/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8420, Loss: 0.1955
Epoch  10 Batch  922/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8384, Loss: 0.1816
Epoch  10 Batch  923/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8374, Loss: 0.1933
Epoch  10 Batch  924/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8427, Loss: 0.2030
Epoch  10 Batch  925/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8409, Loss: 0.1766
Epoch  10 Batch  926/1077 - Train Accuracy: 0.8043, Validation Accuracy: 0.8448, Loss: 0.1938
Epoch  10 Batch  927/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8516, Loss: 0.1902
Epoch  10 Batch  928/1077 - Train Accuracy: 0.8301, Validation Accuracy: 0.8516, Loss: 0.1770
Epoch  10 Batch  929/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8509, Loss: 0.1921
Epoch  10 Batch  930/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8498, Loss: 0.1700
Epoch  10 Batch  931/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8352, Loss: 0.1955
Epoch  10 Batch  932/1077 - Train Accuracy: 0.8105, Validation Accuracy: 0.8381, Loss: 0.1968
Epoch  10 Batch  933/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8320, Loss: 0.1782
Epoch  10 Batch  934/1077 - Train Accuracy: 0.8066, Validation Accuracy: 0.8406, Loss: 0.1902
Epoch  10 Batch  935/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8370, Loss: 0.1981
Epoch  10 Batch  936/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8384, Loss: 0.1951
Epoch  10 Batch  937/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8395, Loss: 0.2034
Epoch  10 Batch  938/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8413, Loss: 0.1910
Epoch  10 Batch  939/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8359, Loss: 0.1899
Epoch  10 Batch  940/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8448, Loss: 0.1772
Epoch  10 Batch  941/1077 - Train Accuracy: 0.8486, Validation Accuracy: 0.8370, Loss: 0.1684
Epoch  10 Batch  942/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8391, Loss: 0.1989
Epoch  10 Batch  943/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8338, Loss: 0.1861
Epoch  10 Batch  944/1077 - Train Accuracy: 0.8188, Validation Accuracy: 0.8320, Loss: 0.1803
Epoch  10 Batch  945/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8345, Loss: 0.1748
Epoch  10 Batch  946/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8370, Loss: 0.1780
Epoch  10 Batch  947/1077 - Train Accuracy: 0.7924, Validation Accuracy: 0.8363, Loss: 0.2053
Epoch  10 Batch  948/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8452, Loss: 0.1798
Epoch  10 Batch  949/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8430, Loss: 0.1674
Epoch  10 Batch  950/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8427, Loss: 0.1735
Epoch  10 Batch  951/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8356, Loss: 0.1881
Epoch  10 Batch  952/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8317, Loss: 0.1832
Epoch  10 Batch  953/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8267, Loss: 0.1908
Epoch  10 Batch  954/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8345, Loss: 0.1983
Epoch  10 Batch  955/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8327, Loss: 0.1903
Epoch  10 Batch  956/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8310, Loss: 0.1830
Epoch  10 Batch  957/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8409, Loss: 0.1724
Epoch  10 Batch  958/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8402, Loss: 0.1971
Epoch  10 Batch  959/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8320, Loss: 0.1841
Epoch  10 Batch  960/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8391, Loss: 0.1877
Epoch  10 Batch  961/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8342, Loss: 0.1889
Epoch  10 Batch  962/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8349, Loss: 0.1767
Epoch  10 Batch  963/1077 - Train Accuracy: 0.8563, Validation Accuracy: 0.8398, Loss: 0.2209
Epoch  10 Batch  964/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8423, Loss: 0.1771
Epoch  10 Batch  965/1077 - Train Accuracy: 0.8368, Validation Accuracy: 0.8359, Loss: 0.1965
Epoch  10 Batch  966/1077 - Train Accuracy: 0.8818, Validation Accuracy: 0.8430, Loss: 0.1633
Epoch  10 Batch  967/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8466, Loss: 0.1786
Epoch  10 Batch  968/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8487, Loss: 0.2070
Epoch  10 Batch  969/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8484, Loss: 0.1990
Epoch  10 Batch  970/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8388, Loss: 0.1979
Epoch  10 Batch  971/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8310, Loss: 0.1825
Epoch  10 Batch  972/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8288, Loss: 0.1843
Epoch  10 Batch  973/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8267, Loss: 0.1660
Epoch  10 Batch  974/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8303, Loss: 0.1898
Epoch  10 Batch  975/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8324, Loss: 0.1791
Epoch  10 Batch  976/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8388, Loss: 0.1766
Epoch  10 Batch  977/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8423, Loss: 0.1747
Epoch  10 Batch  978/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8370, Loss: 0.1844
Epoch  10 Batch  979/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8366, Loss: 0.1903
Epoch  10 Batch  980/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8445, Loss: 0.2028
Epoch  10 Batch  981/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8477, Loss: 0.1891
Epoch  10 Batch  982/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8494, Loss: 0.1862
Epoch  10 Batch  983/1077 - Train Accuracy: 0.8236, Validation Accuracy: 0.8491, Loss: 0.1969
Epoch  10 Batch  984/1077 - Train Accuracy: 0.8086, Validation Accuracy: 0.8501, Loss: 0.2011
Epoch  10 Batch  985/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8498, Loss: 0.1809
Epoch  10 Batch  986/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8484, Loss: 0.1810
Epoch  10 Batch  987/1077 - Train Accuracy: 0.8259, Validation Accuracy: 0.8544, Loss: 0.1745
Epoch  10 Batch  988/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8395, Loss: 0.1874
Epoch  10 Batch  989/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8391, Loss: 0.2095
Epoch  10 Batch  990/1077 - Train Accuracy: 0.8265, Validation Accuracy: 0.8505, Loss: 0.2048
Epoch  10 Batch  991/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8498, Loss: 0.1814
Epoch  10 Batch  992/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8381, Loss: 0.1901
Epoch  10 Batch  993/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8469, Loss: 0.1686
Epoch  10 Batch  994/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8494, Loss: 0.1770
Epoch  10 Batch  995/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8580, Loss: 0.1719
Epoch  10 Batch  996/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8406, Loss: 0.1888
Epoch  10 Batch  997/1077 - Train Accuracy: 0.8581, Validation Accuracy: 0.8445, Loss: 0.1902
Epoch  10 Batch  998/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8434, Loss: 0.1761
Epoch  10 Batch  999/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8402, Loss: 0.1945
Epoch  10 Batch 1000/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8480, Loss: 0.1773
Epoch  10 Batch 1001/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8477, Loss: 0.1680
Epoch  10 Batch 1002/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8519, Loss: 0.1725
Epoch  10 Batch 1003/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8558, Loss: 0.1762
Epoch  10 Batch 1004/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8612, Loss: 0.1882
Epoch  10 Batch 1005/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8509, Loss: 0.1895
Epoch  10 Batch 1006/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8427, Loss: 0.1737
Epoch  10 Batch 1007/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8232, Loss: 0.1646
Epoch  10 Batch 1008/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8349, Loss: 0.1923
Epoch  10 Batch 1009/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8445, Loss: 0.1607
Epoch  10 Batch 1010/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8452, Loss: 0.1886
Epoch  10 Batch 1011/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8455, Loss: 0.1849
Epoch  10 Batch 1012/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8384, Loss: 0.1593
Epoch  10 Batch 1013/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8377, Loss: 0.1715
Epoch  10 Batch 1014/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8395, Loss: 0.1838
Epoch  10 Batch 1015/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8398, Loss: 0.1995
Epoch  10 Batch 1016/1077 - Train Accuracy: 0.8077, Validation Accuracy: 0.8469, Loss: 0.2020
Epoch  10 Batch 1017/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8587, Loss: 0.1786
Epoch  10 Batch 1018/1077 - Train Accuracy: 0.8233, Validation Accuracy: 0.8555, Loss: 0.1843
Epoch  10 Batch 1019/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8626, Loss: 0.2040
Epoch  10 Batch 1020/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8629, Loss: 0.1814
Epoch  10 Batch 1021/1077 - Train Accuracy: 0.8341, Validation Accuracy: 0.8565, Loss: 0.2034
Epoch  10 Batch 1022/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8509, Loss: 0.1727
Epoch  10 Batch 1023/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8430, Loss: 0.1763
Epoch  10 Batch 1024/1077 - Train Accuracy: 0.8195, Validation Accuracy: 0.8445, Loss: 0.1935
Epoch  10 Batch 1025/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8533, Loss: 0.1831
Epoch  10 Batch 1026/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8565, Loss: 0.1727
Epoch  10 Batch 1027/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8505, Loss: 0.1874
Epoch  10 Batch 1028/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8498, Loss: 0.1968
Epoch  10 Batch 1029/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8480, Loss: 0.1706
Epoch  10 Batch 1030/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8434, Loss: 0.1861
Epoch  10 Batch 1031/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8335, Loss: 0.2044
Epoch  10 Batch 1032/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8335, Loss: 0.1910
Epoch  10 Batch 1033/1077 - Train Accuracy: 0.8304, Validation Accuracy: 0.8391, Loss: 0.1811
Epoch  10 Batch 1034/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8391, Loss: 0.1958
Epoch  10 Batch 1035/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8438, Loss: 0.1573
Epoch  10 Batch 1036/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8438, Loss: 0.2114
Epoch  10 Batch 1037/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8448, Loss: 0.1877
Epoch  10 Batch 1038/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8374, Loss: 0.1957
Epoch  10 Batch 1039/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8434, Loss: 0.1752
Epoch  10 Batch 1040/1077 - Train Accuracy: 0.8581, Validation Accuracy: 0.8381, Loss: 0.1844
Epoch  10 Batch 1041/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8349, Loss: 0.1940
Epoch  10 Batch 1042/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8519, Loss: 0.1825
Epoch  10 Batch 1043/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8612, Loss: 0.2080
Epoch  10 Batch 1044/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8509, Loss: 0.1877
Epoch  10 Batch 1045/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8512, Loss: 0.1919
Epoch  10 Batch 1046/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8452, Loss: 0.1650
Epoch  10 Batch 1047/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8484, Loss: 0.1765
Epoch  10 Batch 1048/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8540, Loss: 0.1891
Epoch  10 Batch 1049/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8501, Loss: 0.1871
Epoch  10 Batch 1050/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8526, Loss: 0.1855
Epoch  10 Batch 1051/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8565, Loss: 0.1781
Epoch  10 Batch 1052/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8516, Loss: 0.1737
Epoch  10 Batch 1053/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8398, Loss: 0.1786
Epoch  10 Batch 1054/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8466, Loss: 0.1733
Epoch  10 Batch 1055/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8157, Loss: 0.2190
Epoch  10 Batch 1056/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8207, Loss: 0.1887
Epoch  10 Batch 1057/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8466, Loss: 0.2073
Epoch  10 Batch 1058/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8448, Loss: 0.2134
Epoch  10 Batch 1059/1077 - Train Accuracy: 0.8318, Validation Accuracy: 0.8427, Loss: 0.2148
Epoch  10 Batch 1060/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8374, Loss: 0.1720
Epoch  10 Batch 1061/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8317, Loss: 0.2014
Epoch  10 Batch 1062/1077 - Train Accuracy: 0.8250, Validation Accuracy: 0.8178, Loss: 0.2028
Epoch  10 Batch 1063/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8438, Loss: 0.1927
Epoch  10 Batch 1064/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8253, Loss: 0.1817
Epoch  10 Batch 1065/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8363, Loss: 0.1946
Epoch  10 Batch 1066/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8445, Loss: 0.1807
Epoch  10 Batch 1067/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8370, Loss: 0.1880
Epoch  10 Batch 1068/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8274, Loss: 0.1782
Epoch  10 Batch 1069/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8356, Loss: 0.1795
Epoch  10 Batch 1070/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8249, Loss: 0.1905
Epoch  10 Batch 1071/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8203, Loss: 0.1817
Epoch  10 Batch 1072/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8214, Loss: 0.1835
Epoch  10 Batch 1073/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8377, Loss: 0.2010
Epoch  10 Batch 1074/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8452, Loss: 0.2014
Epoch  10 Batch 1075/1077 - Train Accuracy: 0.8483, Validation Accuracy: 0.8498, Loss: 0.1961
Epoch  11 Batch    1/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8494, Loss: 0.1722
Epoch  11 Batch    2/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8587, Loss: 0.1890
Epoch  11 Batch    3/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8619, Loss: 0.1800
Epoch  11 Batch    4/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8519, Loss: 0.1863
Epoch  11 Batch    5/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8523, Loss: 0.1947
Epoch  11 Batch    6/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8526, Loss: 0.1854
Epoch  11 Batch    7/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8590, Loss: 0.1733
Epoch  11 Batch    8/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8501, Loss: 0.1716
Epoch  11 Batch    9/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8480, Loss: 0.1871
Epoch  11 Batch   10/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8466, Loss: 0.1837
Epoch  11 Batch   11/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8498, Loss: 0.1964
Epoch  11 Batch   12/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8402, Loss: 0.1909
Epoch  11 Batch   13/1077 - Train Accuracy: 0.8378, Validation Accuracy: 0.8416, Loss: 0.1929
Epoch  11 Batch   14/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8420, Loss: 0.1663
Epoch  11 Batch   15/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8434, Loss: 0.1731
Epoch  11 Batch   16/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8438, Loss: 0.1834
Epoch  11 Batch   17/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8519, Loss: 0.1782
Epoch  11 Batch   18/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8544, Loss: 0.1858
Epoch  11 Batch   19/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8438, Loss: 0.1784
Epoch  11 Batch   20/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8398, Loss: 0.1741
Epoch  11 Batch   21/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8455, Loss: 0.1959
Epoch  11 Batch   22/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8469, Loss: 0.1959
Epoch  11 Batch   23/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8473, Loss: 0.1767
Epoch  11 Batch   24/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8537, Loss: 0.1780
Epoch  11 Batch   25/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8533, Loss: 0.1740
Epoch  11 Batch   26/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8548, Loss: 0.1956
Epoch  11 Batch   27/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8569, Loss: 0.1651
Epoch  11 Batch   28/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8565, Loss: 0.1788
Epoch  11 Batch   29/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8420, Loss: 0.1906
Epoch  11 Batch   30/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8359, Loss: 0.1769
Epoch  11 Batch   31/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8260, Loss: 0.1834
Epoch  11 Batch   32/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8388, Loss: 0.1625
Epoch  11 Batch   33/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8430, Loss: 0.1645
Epoch  11 Batch   34/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8469, Loss: 0.1896
Epoch  11 Batch   35/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8516, Loss: 0.1760
Epoch  11 Batch   36/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8537, Loss: 0.1905
Epoch  11 Batch   37/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8540, Loss: 0.1799
Epoch  11 Batch   38/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8509, Loss: 0.2137
Epoch  11 Batch   39/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8530, Loss: 0.2024
Epoch  11 Batch   40/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8480, Loss: 0.1874
Epoch  11 Batch   41/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8608, Loss: 0.1789
Epoch  11 Batch   42/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8533, Loss: 0.1884
Epoch  11 Batch   43/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8462, Loss: 0.1782
Epoch  11 Batch   44/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8423, Loss: 0.1756
Epoch  11 Batch   45/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8501, Loss: 0.1780
Epoch  11 Batch   46/1077 - Train Accuracy: 0.8257, Validation Accuracy: 0.8501, Loss: 0.1949
Epoch  11 Batch   47/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8544, Loss: 0.1801
Epoch  11 Batch   48/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8626, Loss: 0.2006
Epoch  11 Batch   49/1077 - Train Accuracy: 0.8333, Validation Accuracy: 0.8658, Loss: 0.1859
Epoch  11 Batch   50/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1806
Epoch  11 Batch   51/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8622, Loss: 0.1756
Epoch  11 Batch   52/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8686, Loss: 0.1900
Epoch  11 Batch   53/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8562, Loss: 0.1790
Epoch  11 Batch   54/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8569, Loss: 0.2151
Epoch  11 Batch   55/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8558, Loss: 0.1715
Epoch  11 Batch   56/1077 - Train Accuracy: 0.8246, Validation Accuracy: 0.8423, Loss: 0.1705
Epoch  11 Batch   57/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8377, Loss: 0.1837
Epoch  11 Batch   58/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8359, Loss: 0.1737
Epoch  11 Batch   59/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8363, Loss: 0.1827
Epoch  11 Batch   60/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8349, Loss: 0.1696
Epoch  11 Batch   61/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8352, Loss: 0.1950
Epoch  11 Batch   62/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8420, Loss: 0.1983
Epoch  11 Batch   63/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8491, Loss: 0.1596
Epoch  11 Batch   64/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8484, Loss: 0.1668
Epoch  11 Batch   65/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8555, Loss: 0.1836
Epoch  11 Batch   66/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8487, Loss: 0.1552
Epoch  11 Batch   67/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8445, Loss: 0.1795
Epoch  11 Batch   68/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8455, Loss: 0.1874
Epoch  11 Batch   69/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8445, Loss: 0.2029
Epoch  11 Batch   70/1077 - Train Accuracy: 0.8413, Validation Accuracy: 0.8409, Loss: 0.1933
Epoch  11 Batch   71/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8469, Loss: 0.1603
Epoch  11 Batch   72/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8615, Loss: 0.1875
Epoch  11 Batch   73/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8455, Loss: 0.1892
Epoch  11 Batch   74/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8363, Loss: 0.1592
Epoch  11 Batch   75/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8494, Loss: 0.2051
Epoch  11 Batch   76/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8590, Loss: 0.1632
Epoch  11 Batch   77/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8615, Loss: 0.1796
Epoch  11 Batch   78/1077 - Train Accuracy: 0.8035, Validation Accuracy: 0.8551, Loss: 0.1877
Epoch  11 Batch   79/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8583, Loss: 0.1750
Epoch  11 Batch   80/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8551, Loss: 0.1770
Epoch  11 Batch   81/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8612, Loss: 0.1622
Epoch  11 Batch   82/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8594, Loss: 0.1670
Epoch  11 Batch   83/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8452, Loss: 0.1884
Epoch  11 Batch   84/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8438, Loss: 0.1820
Epoch  11 Batch   85/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8295, Loss: 0.1805
Epoch  11 Batch   86/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8263, Loss: 0.1765
Epoch  11 Batch   87/1077 - Train Accuracy: 0.8074, Validation Accuracy: 0.8335, Loss: 0.2085
Epoch  11 Batch   88/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8349, Loss: 0.1886
Epoch  11 Batch   89/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8580, Loss: 0.1919
Epoch  11 Batch   90/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8594, Loss: 0.1895
Epoch  11 Batch   91/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8615, Loss: 0.1594
Epoch  11 Batch   92/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8572, Loss: 0.1820
Epoch  11 Batch   93/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8533, Loss: 0.1935
Epoch  11 Batch   94/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8555, Loss: 0.1591
Epoch  11 Batch   95/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8565, Loss: 0.1879
Epoch  11 Batch   96/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8505, Loss: 0.1860
Epoch  11 Batch   97/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8675, Loss: 0.1729
Epoch  11 Batch   98/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8601, Loss: 0.1706
Epoch  11 Batch   99/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8580, Loss: 0.1765
Epoch  11 Batch  100/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8569, Loss: 0.1666
Epoch  11 Batch  101/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8604, Loss: 0.1764
Epoch  11 Batch  102/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8523, Loss: 0.1680
Epoch  11 Batch  103/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8480, Loss: 0.2140
Epoch  11 Batch  104/1077 - Train Accuracy: 0.8779, Validation Accuracy: 0.8402, Loss: 0.1932
Epoch  11 Batch  105/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8530, Loss: 0.1818
Epoch  11 Batch  106/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8512, Loss: 0.1856
Epoch  11 Batch  107/1077 - Train Accuracy: 0.8478, Validation Accuracy: 0.8612, Loss: 0.1807
Epoch  11 Batch  108/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8601, Loss: 0.1624
Epoch  11 Batch  109/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8491, Loss: 0.1775
Epoch  11 Batch  110/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8406, Loss: 0.1699
Epoch  11 Batch  111/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8398, Loss: 0.1774
Epoch  11 Batch  112/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8359, Loss: 0.1709
Epoch  11 Batch  113/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8519, Loss: 0.1959
Epoch  11 Batch  114/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8619, Loss: 0.1683
Epoch  11 Batch  115/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8608, Loss: 0.1880
Epoch  11 Batch  116/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8612, Loss: 0.2085
Epoch  11 Batch  117/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8519, Loss: 0.1883
Epoch  11 Batch  118/1077 - Train Accuracy: 0.8076, Validation Accuracy: 0.8498, Loss: 0.1969
Epoch  11 Batch  119/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8509, Loss: 0.1837
Epoch  11 Batch  120/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8601, Loss: 0.1993
Epoch  11 Batch  121/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8597, Loss: 0.1824
Epoch  11 Batch  122/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8619, Loss: 0.1690
Epoch  11 Batch  123/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8622, Loss: 0.1617
Epoch  11 Batch  124/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8629, Loss: 0.1961
Epoch  11 Batch  125/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8590, Loss: 0.1831
Epoch  11 Batch  126/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8583, Loss: 0.1662
Epoch  11 Batch  127/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8555, Loss: 0.1623
Epoch  11 Batch  128/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8576, Loss: 0.1736
Epoch  11 Batch  129/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8509, Loss: 0.1833
Epoch  11 Batch  130/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8533, Loss: 0.1609
Epoch  11 Batch  131/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8569, Loss: 0.1712
Epoch  11 Batch  132/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8615, Loss: 0.1880
Epoch  11 Batch  133/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8594, Loss: 0.1813
Epoch  11 Batch  134/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8601, Loss: 0.1551
Epoch  11 Batch  135/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8558, Loss: 0.1741
Epoch  11 Batch  136/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8516, Loss: 0.1624
Epoch  11 Batch  137/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8455, Loss: 0.1614
Epoch  11 Batch  138/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8441, Loss: 0.1757
Epoch  11 Batch  139/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8430, Loss: 0.1801
Epoch  11 Batch  140/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8413, Loss: 0.1789
Epoch  11 Batch  141/1077 - Train Accuracy: 0.8199, Validation Accuracy: 0.8462, Loss: 0.1772
Epoch  11 Batch  142/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8540, Loss: 0.1631
Epoch  11 Batch  143/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8540, Loss: 0.1797
Epoch  11 Batch  144/1077 - Train Accuracy: 0.8540, Validation Accuracy: 0.8494, Loss: 0.1980
Epoch  11 Batch  145/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8317, Loss: 0.1780
Epoch  11 Batch  146/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8299, Loss: 0.2109
Epoch  11 Batch  147/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8295, Loss: 0.1883
Epoch  11 Batch  148/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8406, Loss: 0.1729
Epoch  11 Batch  149/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8420, Loss: 0.1791
Epoch  11 Batch  150/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8452, Loss: 0.1744
Epoch  11 Batch  151/1077 - Train Accuracy: 0.8240, Validation Accuracy: 0.8466, Loss: 0.1635
Epoch  11 Batch  152/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8409, Loss: 0.1899
Epoch  11 Batch  153/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8420, Loss: 0.1865
Epoch  11 Batch  154/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8420, Loss: 0.1878
Epoch  11 Batch  155/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8473, Loss: 0.1803
Epoch  11 Batch  156/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8509, Loss: 0.1663
Epoch  11 Batch  157/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8452, Loss: 0.1771
Epoch  11 Batch  158/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8423, Loss: 0.1854
Epoch  11 Batch  159/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8430, Loss: 0.1686
Epoch  11 Batch  160/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8434, Loss: 0.1736
Epoch  11 Batch  161/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8480, Loss: 0.1676
Epoch  11 Batch  162/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8469, Loss: 0.2013
Epoch  11 Batch  163/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8423, Loss: 0.1915
Epoch  11 Batch  164/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8423, Loss: 0.1783
Epoch  11 Batch  165/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8526, Loss: 0.1837
Epoch  11 Batch  166/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8516, Loss: 0.1775
Epoch  11 Batch  167/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8505, Loss: 0.1787
Epoch  11 Batch  168/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8509, Loss: 0.1943
Epoch  11 Batch  169/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8608, Loss: 0.1728
Epoch  11 Batch  170/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8530, Loss: 0.1838
Epoch  11 Batch  171/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8416, Loss: 0.1644
Epoch  11 Batch  172/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8469, Loss: 0.1533
Epoch  11 Batch  173/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8469, Loss: 0.1820
Epoch  11 Batch  174/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8459, Loss: 0.1844
Epoch  11 Batch  175/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8501, Loss: 0.1664
Epoch  11 Batch  176/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8523, Loss: 0.1825
Epoch  11 Batch  177/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8576, Loss: 0.1822
Epoch  11 Batch  178/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8615, Loss: 0.1736
Epoch  11 Batch  179/1077 - Train Accuracy: 0.8606, Validation Accuracy: 0.8633, Loss: 0.1762
Epoch  11 Batch  180/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8551, Loss: 0.1649
Epoch  11 Batch  181/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8409, Loss: 0.1770
Epoch  11 Batch  182/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8409, Loss: 0.1849
Epoch  11 Batch  183/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8406, Loss: 0.1877
Epoch  11 Batch  184/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8395, Loss: 0.1604
Epoch  11 Batch  185/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8427, Loss: 0.1763
Epoch  11 Batch  186/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8462, Loss: 0.1736
Epoch  11 Batch  187/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8523, Loss: 0.1690
Epoch  11 Batch  188/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8477, Loss: 0.1668
Epoch  11 Batch  189/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8501, Loss: 0.1813
Epoch  11 Batch  190/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8484, Loss: 0.1675
Epoch  11 Batch  191/1077 - Train Accuracy: 0.8381, Validation Accuracy: 0.8381, Loss: 0.1600
Epoch  11 Batch  192/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8406, Loss: 0.2038
Epoch  11 Batch  193/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8512, Loss: 0.1694
Epoch  11 Batch  194/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8434, Loss: 0.1660
Epoch  11 Batch  195/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8562, Loss: 0.1706
Epoch  11 Batch  196/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8530, Loss: 0.1696
Epoch  11 Batch  197/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8484, Loss: 0.1814
Epoch  11 Batch  198/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8565, Loss: 0.1757
Epoch  11 Batch  199/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8540, Loss: 0.1544
Epoch  11 Batch  200/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8427, Loss: 0.1704
Epoch  11 Batch  201/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8448, Loss: 0.1605
Epoch  11 Batch  202/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8477, Loss: 0.1748
Epoch  11 Batch  203/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8512, Loss: 0.1788
Epoch  11 Batch  204/1077 - Train Accuracy: 0.8293, Validation Accuracy: 0.8622, Loss: 0.1980
Epoch  11 Batch  205/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8572, Loss: 0.1764
Epoch  11 Batch  206/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8501, Loss: 0.1760
Epoch  11 Batch  207/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8477, Loss: 0.1671
Epoch  11 Batch  208/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8526, Loss: 0.1673
Epoch  11 Batch  209/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8498, Loss: 0.1670
Epoch  11 Batch  210/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8501, Loss: 0.1737
Epoch  11 Batch  211/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8452, Loss: 0.1731
Epoch  11 Batch  212/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8409, Loss: 0.1609
Epoch  11 Batch  213/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8395, Loss: 0.1621
Epoch  11 Batch  214/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8338, Loss: 0.1712
Epoch  11 Batch  215/1077 - Train Accuracy: 0.8039, Validation Accuracy: 0.8320, Loss: 0.1981
Epoch  11 Batch  216/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8381, Loss: 0.1842
Epoch  11 Batch  217/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8374, Loss: 0.1705
Epoch  11 Batch  218/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8438, Loss: 0.1910
Epoch  11 Batch  219/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8427, Loss: 0.1679
Epoch  11 Batch  220/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8448, Loss: 0.1743
Epoch  11 Batch  221/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8448, Loss: 0.1783
Epoch  11 Batch  222/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8530, Loss: 0.1779
Epoch  11 Batch  223/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8583, Loss: 0.1692
Epoch  11 Batch  224/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8675, Loss: 0.1827
Epoch  11 Batch  225/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8647, Loss: 0.1871
Epoch  11 Batch  226/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8597, Loss: 0.1618
Epoch  11 Batch  227/1077 - Train Accuracy: 0.8055, Validation Accuracy: 0.8587, Loss: 0.1868
Epoch  11 Batch  228/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8665, Loss: 0.1669
Epoch  11 Batch  229/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8665, Loss: 0.1725
Epoch  11 Batch  230/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8707, Loss: 0.1548
Epoch  11 Batch  231/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8750, Loss: 0.1875
Epoch  11 Batch  232/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8654, Loss: 0.1713
Epoch  11 Batch  233/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8576, Loss: 0.1895
Epoch  11 Batch  234/1077 - Train Accuracy: 0.8132, Validation Accuracy: 0.8533, Loss: 0.1872
Epoch  11 Batch  235/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8615, Loss: 0.1653
Epoch  11 Batch  236/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8615, Loss: 0.1826
Epoch  11 Batch  237/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8558, Loss: 0.1549
Epoch  11 Batch  238/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8608, Loss: 0.1678
Epoch  11 Batch  239/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8643, Loss: 0.1535
Epoch  11 Batch  240/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8626, Loss: 0.1601
Epoch  11 Batch  241/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8530, Loss: 0.1497
Epoch  11 Batch  242/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8583, Loss: 0.1661
Epoch  11 Batch  243/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8501, Loss: 0.1926
Epoch  11 Batch  244/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8395, Loss: 0.1646
Epoch  11 Batch  245/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8402, Loss: 0.1650
Epoch  11 Batch  246/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8384, Loss: 0.1714
Epoch  11 Batch  247/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8402, Loss: 0.1700
Epoch  11 Batch  248/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8448, Loss: 0.1665
Epoch  11 Batch  249/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8494, Loss: 0.1587
Epoch  11 Batch  250/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8672, Loss: 0.1545
Epoch  11 Batch  251/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8604, Loss: 0.1757
Epoch  11 Batch  252/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8647, Loss: 0.1702
Epoch  11 Batch  253/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8647, Loss: 0.1613
Epoch  11 Batch  254/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8597, Loss: 0.1721
Epoch  11 Batch  255/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8512, Loss: 0.1702
Epoch  11 Batch  256/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8533, Loss: 0.2032
Epoch  11 Batch  257/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8523, Loss: 0.1737
Epoch  11 Batch  258/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8477, Loss: 0.1643
Epoch  11 Batch  259/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8580, Loss: 0.1685
Epoch  11 Batch  260/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8583, Loss: 0.1632
Epoch  11 Batch  261/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8572, Loss: 0.1624
Epoch  11 Batch  262/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8565, Loss: 0.1643
Epoch  11 Batch  263/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8615, Loss: 0.1664
Epoch  11 Batch  264/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8594, Loss: 0.1814
Epoch  11 Batch  265/1077 - Train Accuracy: 0.8016, Validation Accuracy: 0.8576, Loss: 0.1704
Epoch  11 Batch  266/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8540, Loss: 0.1739
Epoch  11 Batch  267/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8526, Loss: 0.1636
Epoch  11 Batch  268/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8480, Loss: 0.1817
Epoch  11 Batch  269/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8491, Loss: 0.1821
Epoch  11 Batch  270/1077 - Train Accuracy: 0.8316, Validation Accuracy: 0.8469, Loss: 0.1850
Epoch  11 Batch  271/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8406, Loss: 0.1621
Epoch  11 Batch  272/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8338, Loss: 0.2166
Epoch  11 Batch  273/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8434, Loss: 0.1693
Epoch  11 Batch  274/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8459, Loss: 0.1749
Epoch  11 Batch  275/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8473, Loss: 0.1708
Epoch  11 Batch  276/1077 - Train Accuracy: 0.8164, Validation Accuracy: 0.8484, Loss: 0.2059
Epoch  11 Batch  277/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8505, Loss: 0.1548
Epoch  11 Batch  278/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8494, Loss: 0.1931
Epoch  11 Batch  279/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8523, Loss: 0.1978
Epoch  11 Batch  280/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8608, Loss: 0.1771
Epoch  11 Batch  281/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8526, Loss: 0.1770
Epoch  11 Batch  282/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8466, Loss: 0.1911
Epoch  11 Batch  283/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8530, Loss: 0.1759
Epoch  11 Batch  284/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8565, Loss: 0.1821
Epoch  11 Batch  285/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8622, Loss: 0.1640
Epoch  11 Batch  286/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8654, Loss: 0.1621
Epoch  11 Batch  287/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8654, Loss: 0.1738
Epoch  11 Batch  288/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8633, Loss: 0.1930
Epoch  11 Batch  289/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8612, Loss: 0.1676
Epoch  11 Batch  290/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8633, Loss: 0.1960
Epoch  11 Batch  291/1077 - Train Accuracy: 0.8411, Validation Accuracy: 0.8683, Loss: 0.1853
Epoch  11 Batch  292/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8686, Loss: 0.1759
Epoch  11 Batch  293/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8643, Loss: 0.1929
Epoch  11 Batch  294/1077 - Train Accuracy: 0.8835, Validation Accuracy: 0.8580, Loss: 0.1612
Epoch  11 Batch  295/1077 - Train Accuracy: 0.8322, Validation Accuracy: 0.8551, Loss: 0.1822
Epoch  11 Batch  296/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8565, Loss: 0.1635
Epoch  11 Batch  297/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8558, Loss: 0.1850
Epoch  11 Batch  298/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8587, Loss: 0.1886
Epoch  11 Batch  299/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8558, Loss: 0.1682
Epoch  11 Batch  300/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8544, Loss: 0.1609
Epoch  11 Batch  301/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8580, Loss: 0.1679
Epoch  11 Batch  302/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8512, Loss: 0.1681
Epoch  11 Batch  303/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8572, Loss: 0.1780
Epoch  11 Batch  304/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8608, Loss: 0.1600
Epoch  11 Batch  305/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8484, Loss: 0.1769
Epoch  11 Batch  306/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8494, Loss: 0.1780
Epoch  11 Batch  307/1077 - Train Accuracy: 0.8452, Validation Accuracy: 0.8562, Loss: 0.1746
Epoch  11 Batch  308/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8562, Loss: 0.1905
Epoch  11 Batch  309/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8562, Loss: 0.1539
Epoch  11 Batch  310/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8526, Loss: 0.1793
Epoch  11 Batch  311/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.8523, Loss: 0.1597
Epoch  11 Batch  312/1077 - Train Accuracy: 0.7965, Validation Accuracy: 0.8594, Loss: 0.1949
Epoch  11 Batch  313/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8583, Loss: 0.1611
Epoch  11 Batch  314/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8569, Loss: 0.1679
Epoch  11 Batch  315/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8555, Loss: 0.1498
Epoch  11 Batch  316/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8519, Loss: 0.1682
Epoch  11 Batch  317/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8516, Loss: 0.1922
Epoch  11 Batch  318/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8647, Loss: 0.1759
Epoch  11 Batch  319/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8647, Loss: 0.1963
Epoch  11 Batch  320/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8494, Loss: 0.1887
Epoch  11 Batch  321/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8551, Loss: 0.1737
Epoch  11 Batch  322/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8441, Loss: 0.1626
Epoch  11 Batch  323/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8423, Loss: 0.1734
Epoch  11 Batch  324/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8416, Loss: 0.1691
Epoch  11 Batch  325/1077 - Train Accuracy: 0.8553, Validation Accuracy: 0.8494, Loss: 0.1670
Epoch  11 Batch  326/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8622, Loss: 0.1597
Epoch  11 Batch  327/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8533, Loss: 0.1977
Epoch  11 Batch  328/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8583, Loss: 0.1776
Epoch  11 Batch  329/1077 - Train Accuracy: 0.8305, Validation Accuracy: 0.8516, Loss: 0.1787
Epoch  11 Batch  330/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8441, Loss: 0.1726
Epoch  11 Batch  331/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8462, Loss: 0.1719
Epoch  11 Batch  332/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8466, Loss: 0.1433
Epoch  11 Batch  333/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8509, Loss: 0.1644
Epoch  11 Batch  334/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8484, Loss: 0.1649
Epoch  11 Batch  335/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8473, Loss: 0.1636
Epoch  11 Batch  336/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8398, Loss: 0.1939
Epoch  11 Batch  337/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8345, Loss: 0.1924
Epoch  11 Batch  338/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8324, Loss: 0.2016
Epoch  11 Batch  339/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8303, Loss: 0.1598
Epoch  11 Batch  340/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8246, Loss: 0.1736
Epoch  11 Batch  341/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8374, Loss: 0.2046
Epoch  11 Batch  342/1077 - Train Accuracy: 0.8222, Validation Accuracy: 0.8445, Loss: 0.1634
Epoch  11 Batch  343/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8413, Loss: 0.1800
Epoch  11 Batch  344/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8455, Loss: 0.1689
Epoch  11 Batch  345/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8395, Loss: 0.1641
Epoch  11 Batch  346/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8327, Loss: 0.1738
Epoch  11 Batch  347/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8310, Loss: 0.1564
Epoch  11 Batch  348/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8391, Loss: 0.1665
Epoch  11 Batch  349/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8480, Loss: 0.1615
Epoch  11 Batch  350/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8523, Loss: 0.1819
Epoch  11 Batch  351/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8523, Loss: 0.1793
Epoch  11 Batch  352/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8569, Loss: 0.1765
Epoch  11 Batch  353/1077 - Train Accuracy: 0.8540, Validation Accuracy: 0.8462, Loss: 0.1881
Epoch  11 Batch  354/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8455, Loss: 0.1869
Epoch  11 Batch  355/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8388, Loss: 0.1711
Epoch  11 Batch  356/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8430, Loss: 0.1778
Epoch  11 Batch  357/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8548, Loss: 0.1615
Epoch  11 Batch  358/1077 - Train Accuracy: 0.8018, Validation Accuracy: 0.8445, Loss: 0.1888
Epoch  11 Batch  359/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8540, Loss: 0.1696
Epoch  11 Batch  360/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8519, Loss: 0.1652
Epoch  11 Batch  361/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8491, Loss: 0.1721
Epoch  11 Batch  362/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8434, Loss: 0.1695
Epoch  11 Batch  363/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8438, Loss: 0.1789
Epoch  11 Batch  364/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8448, Loss: 0.1813
Epoch  11 Batch  365/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8406, Loss: 0.1585
Epoch  11 Batch  366/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8416, Loss: 0.1664
Epoch  11 Batch  367/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8459, Loss: 0.1423
Epoch  11 Batch  368/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8445, Loss: 0.1722
Epoch  11 Batch  369/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8533, Loss: 0.1633
Epoch  11 Batch  370/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8533, Loss: 0.1612
Epoch  11 Batch  371/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8501, Loss: 0.1549
Epoch  11 Batch  372/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8452, Loss: 0.1538
Epoch  11 Batch  373/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8480, Loss: 0.1587
Epoch  11 Batch  374/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8530, Loss: 0.1811
Epoch  11 Batch  375/1077 - Train Accuracy: 0.8920, Validation Accuracy: 0.8530, Loss: 0.1568
Epoch  11 Batch  376/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8512, Loss: 0.1652
Epoch  11 Batch  377/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8597, Loss: 0.1697
Epoch  11 Batch  378/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8633, Loss: 0.1546
Epoch  11 Batch  379/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8619, Loss: 0.1736
Epoch  11 Batch  380/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8576, Loss: 0.1589
Epoch  11 Batch  381/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8544, Loss: 0.1839
Epoch  11 Batch  382/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8473, Loss: 0.1881
Epoch  11 Batch  383/1077 - Train Accuracy: 0.8501, Validation Accuracy: 0.8484, Loss: 0.1700
Epoch  11 Batch  384/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8459, Loss: 0.1621
Epoch  11 Batch  385/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8526, Loss: 0.1718
Epoch  11 Batch  386/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8590, Loss: 0.1700
Epoch  11 Batch  387/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8558, Loss: 0.1551
Epoch  11 Batch  388/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8516, Loss: 0.1805
Epoch  11 Batch  389/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8615, Loss: 0.1640
Epoch  11 Batch  390/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8509, Loss: 0.1958
Epoch  11 Batch  391/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8384, Loss: 0.1704
Epoch  11 Batch  392/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8374, Loss: 0.1673
Epoch  11 Batch  393/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8487, Loss: 0.1692
Epoch  11 Batch  394/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8512, Loss: 0.1789
Epoch  11 Batch  395/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8473, Loss: 0.1653
Epoch  11 Batch  396/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8505, Loss: 0.1754
Epoch  11 Batch  397/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8551, Loss: 0.1699
Epoch  11 Batch  398/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8587, Loss: 0.1718
Epoch  11 Batch  399/1077 - Train Accuracy: 0.8388, Validation Accuracy: 0.8601, Loss: 0.1784
Epoch  11 Batch  400/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8519, Loss: 0.1823
Epoch  11 Batch  401/1077 - Train Accuracy: 0.8375, Validation Accuracy: 0.8498, Loss: 0.1725
Epoch  11 Batch  402/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8452, Loss: 0.1534
Epoch  11 Batch  403/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8509, Loss: 0.1816
Epoch  11 Batch  404/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8548, Loss: 0.1723
Epoch  11 Batch  405/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8533, Loss: 0.1879
Epoch  11 Batch  406/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8615, Loss: 0.1604
Epoch  11 Batch  407/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8619, Loss: 0.1860
Epoch  11 Batch  408/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8587, Loss: 0.1765
Epoch  11 Batch  409/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8633, Loss: 0.1814
Epoch  11 Batch  410/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8537, Loss: 0.1826
Epoch  11 Batch  411/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8643, Loss: 0.1647
Epoch  11 Batch  412/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8672, Loss: 0.1617
Epoch  11 Batch  413/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8686, Loss: 0.1539
Epoch  11 Batch  414/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8647, Loss: 0.1718
Epoch  11 Batch  415/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8583, Loss: 0.1809
Epoch  11 Batch  416/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8576, Loss: 0.1693
Epoch  11 Batch  417/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8587, Loss: 0.1874
Epoch  11 Batch  418/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8622, Loss: 0.1681
Epoch  11 Batch  419/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8619, Loss: 0.1675
Epoch  11 Batch  420/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8619, Loss: 0.1569
Epoch  11 Batch  421/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8615, Loss: 0.1778
Epoch  11 Batch  422/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8548, Loss: 0.1599
Epoch  11 Batch  423/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8480, Loss: 0.1739
Epoch  11 Batch  424/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8594, Loss: 0.1673
Epoch  11 Batch  425/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8594, Loss: 0.1552
Epoch  11 Batch  426/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1832
Epoch  11 Batch  427/1077 - Train Accuracy: 0.8281, Validation Accuracy: 0.8438, Loss: 0.1598
Epoch  11 Batch  428/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8448, Loss: 0.1531
Epoch  11 Batch  429/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8498, Loss: 0.1665
Epoch  11 Batch  430/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8523, Loss: 0.1606
Epoch  11 Batch  431/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8544, Loss: 0.1719
Epoch  11 Batch  432/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8477, Loss: 0.1633
Epoch  11 Batch  433/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8441, Loss: 0.1761
Epoch  11 Batch  434/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8438, Loss: 0.1757
Epoch  11 Batch  435/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8434, Loss: 0.1762
Epoch  11 Batch  436/1077 - Train Accuracy: 0.8475, Validation Accuracy: 0.8452, Loss: 0.1705
Epoch  11 Batch  437/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8537, Loss: 0.1688
Epoch  11 Batch  438/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8494, Loss: 0.1654
Epoch  11 Batch  439/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8484, Loss: 0.1842
Epoch  11 Batch  440/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8533, Loss: 0.1872
Epoch  11 Batch  441/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8473, Loss: 0.1572
Epoch  11 Batch  442/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8473, Loss: 0.1643
Epoch  11 Batch  443/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8498, Loss: 0.1654
Epoch  11 Batch  444/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8455, Loss: 0.1649
Epoch  11 Batch  445/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8498, Loss: 0.1780
Epoch  11 Batch  446/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8402, Loss: 0.1531
Epoch  11 Batch  447/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8462, Loss: 0.1782
Epoch  11 Batch  448/1077 - Train Accuracy: 0.8352, Validation Accuracy: 0.8402, Loss: 0.1803
Epoch  11 Batch  449/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8452, Loss: 0.1927
Epoch  11 Batch  450/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8413, Loss: 0.1632
Epoch  11 Batch  451/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8317, Loss: 0.1508
Epoch  11 Batch  452/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8448, Loss: 0.1758
Epoch  11 Batch  453/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8420, Loss: 0.1633
Epoch  11 Batch  454/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8533, Loss: 0.1901
Epoch  11 Batch  455/1077 - Train Accuracy: 0.8498, Validation Accuracy: 0.8473, Loss: 0.1555
Epoch  11 Batch  456/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8477, Loss: 0.1757
Epoch  11 Batch  457/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8494, Loss: 0.1604
Epoch  11 Batch  458/1077 - Train Accuracy: 0.8152, Validation Accuracy: 0.8381, Loss: 0.1752
Epoch  11 Batch  459/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8356, Loss: 0.1588
Epoch  11 Batch  460/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8359, Loss: 0.1743
Epoch  11 Batch  461/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8487, Loss: 0.1661
Epoch  11 Batch  462/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8555, Loss: 0.1711
Epoch  11 Batch  463/1077 - Train Accuracy: 0.8242, Validation Accuracy: 0.8484, Loss: 0.1709
Epoch  11 Batch  464/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8587, Loss: 0.1626
Epoch  11 Batch  465/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8629, Loss: 0.2073
Epoch  11 Batch  466/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8608, Loss: 0.1645
Epoch  11 Batch  467/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8612, Loss: 0.1704
Epoch  11 Batch  468/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8654, Loss: 0.1641
Epoch  11 Batch  469/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8626, Loss: 0.1785
Epoch  11 Batch  470/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8569, Loss: 0.1840
Epoch  11 Batch  471/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8587, Loss: 0.1570
Epoch  11 Batch  472/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8597, Loss: 0.1522
Epoch  11 Batch  473/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8597, Loss: 0.1737
Epoch  11 Batch  474/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8604, Loss: 0.1785
Epoch  11 Batch  475/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8629, Loss: 0.1689
Epoch  11 Batch  476/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8512, Loss: 0.1574
Epoch  11 Batch  477/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8540, Loss: 0.1630
Epoch  11 Batch  478/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8544, Loss: 0.1755
Epoch  11 Batch  479/1077 - Train Accuracy: 0.8398, Validation Accuracy: 0.8629, Loss: 0.1835
Epoch  11 Batch  480/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8612, Loss: 0.1626
Epoch  11 Batch  481/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8651, Loss: 0.1629
Epoch  11 Batch  482/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8555, Loss: 0.1892
Epoch  11 Batch  483/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8562, Loss: 0.1821
Epoch  11 Batch  484/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8555, Loss: 0.1653
Epoch  11 Batch  485/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8498, Loss: 0.1748
Epoch  11 Batch  486/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8530, Loss: 0.1586
Epoch  11 Batch  487/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8512, Loss: 0.1712
Epoch  11 Batch  488/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8562, Loss: 0.1505
Epoch  11 Batch  489/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8551, Loss: 0.1544
Epoch  11 Batch  490/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8498, Loss: 0.1699
Epoch  11 Batch  491/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8558, Loss: 0.1757
Epoch  11 Batch  492/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8498, Loss: 0.1772
Epoch  11 Batch  493/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8512, Loss: 0.1533
Epoch  11 Batch  494/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8519, Loss: 0.1543
Epoch  11 Batch  495/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8501, Loss: 0.1589
Epoch  11 Batch  496/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8615, Loss: 0.1695
Epoch  11 Batch  497/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8597, Loss: 0.1719
Epoch  11 Batch  498/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8615, Loss: 0.1633
Epoch  11 Batch  499/1077 - Train Accuracy: 0.8404, Validation Accuracy: 0.8583, Loss: 0.1627
Epoch  11 Batch  500/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8562, Loss: 0.1613
Epoch  11 Batch  501/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8466, Loss: 0.1659
Epoch  11 Batch  502/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8498, Loss: 0.1731
Epoch  11 Batch  503/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8512, Loss: 0.1612
Epoch  11 Batch  504/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8519, Loss: 0.1746
Epoch  11 Batch  505/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8551, Loss: 0.1497
Epoch  11 Batch  506/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8501, Loss: 0.1785
Epoch  11 Batch  507/1077 - Train Accuracy: 0.8047, Validation Accuracy: 0.8519, Loss: 0.1676
Epoch  11 Batch  508/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8434, Loss: 0.1628
Epoch  11 Batch  509/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8455, Loss: 0.1834
Epoch  11 Batch  510/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8459, Loss: 0.1621
Epoch  11 Batch  511/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8512, Loss: 0.1698
Epoch  11 Batch  512/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8636, Loss: 0.1580
Epoch  11 Batch  513/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8700, Loss: 0.1650
Epoch  11 Batch  514/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8661, Loss: 0.1666
Epoch  11 Batch  515/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8601, Loss: 0.1820
Epoch  11 Batch  516/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8548, Loss: 0.1490
Epoch  11 Batch  517/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8651, Loss: 0.1714
Epoch  11 Batch  518/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8612, Loss: 0.1534
Epoch  11 Batch  519/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8587, Loss: 0.1625
Epoch  11 Batch  520/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8597, Loss: 0.1496
Epoch  11 Batch  521/1077 - Train Accuracy: 0.8493, Validation Accuracy: 0.8626, Loss: 0.1632
Epoch  11 Batch  522/1077 - Train Accuracy: 0.7852, Validation Accuracy: 0.8572, Loss: 0.1969
Epoch  11 Batch  523/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8690, Loss: 0.1656
Epoch  11 Batch  524/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8505, Loss: 0.1759
Epoch  11 Batch  525/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8494, Loss: 0.1621
Epoch  11 Batch  526/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8544, Loss: 0.1589
Epoch  11 Batch  527/1077 - Train Accuracy: 0.8244, Validation Accuracy: 0.8505, Loss: 0.1673
Epoch  11 Batch  528/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8540, Loss: 0.1726
Epoch  11 Batch  529/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8540, Loss: 0.1584
Epoch  11 Batch  530/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8540, Loss: 0.1734
Epoch  11 Batch  531/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8480, Loss: 0.1603
Epoch  11 Batch  532/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8477, Loss: 0.1903
Epoch  11 Batch  533/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8459, Loss: 0.1779
Epoch  11 Batch  534/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8363, Loss: 0.1734
Epoch  11 Batch  535/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8523, Loss: 0.1658
Epoch  11 Batch  536/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8416, Loss: 0.1643
Epoch  11 Batch  537/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8448, Loss: 0.1674
Epoch  11 Batch  538/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8448, Loss: 0.1518
Epoch  11 Batch  539/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8501, Loss: 0.1759
Epoch  11 Batch  540/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8462, Loss: 0.1455
Epoch  11 Batch  541/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8427, Loss: 0.1648
Epoch  11 Batch  542/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8445, Loss: 0.1591
Epoch  11 Batch  543/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8423, Loss: 0.1607
Epoch  11 Batch  544/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8519, Loss: 0.1633
Epoch  11 Batch  545/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8533, Loss: 0.1825
Epoch  11 Batch  546/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8548, Loss: 0.1750
Epoch  11 Batch  547/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8558, Loss: 0.1552
Epoch  11 Batch  548/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8583, Loss: 0.1783
Epoch  11 Batch  549/1077 - Train Accuracy: 0.8273, Validation Accuracy: 0.8533, Loss: 0.1831
Epoch  11 Batch  550/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8565, Loss: 0.1758
Epoch  11 Batch  551/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8615, Loss: 0.1785
Epoch  11 Batch  552/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8604, Loss: 0.1741
Epoch  11 Batch  553/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8572, Loss: 0.1751
Epoch  11 Batch  554/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8562, Loss: 0.1724
Epoch  11 Batch  555/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8580, Loss: 0.1625
Epoch  11 Batch  556/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8519, Loss: 0.1578
Epoch  11 Batch  557/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8459, Loss: 0.1574
Epoch  11 Batch  558/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8423, Loss: 0.1536
Epoch  11 Batch  559/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8402, Loss: 0.1656
Epoch  11 Batch  560/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8459, Loss: 0.1549
Epoch  11 Batch  561/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8480, Loss: 0.1577
Epoch  11 Batch  562/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8636, Loss: 0.1474
Epoch  11 Batch  563/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8619, Loss: 0.1785
Epoch  11 Batch  564/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8597, Loss: 0.1861
Epoch  11 Batch  565/1077 - Train Accuracy: 0.8545, Validation Accuracy: 0.8640, Loss: 0.1802
Epoch  11 Batch  566/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8697, Loss: 0.1786
Epoch  11 Batch  567/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8683, Loss: 0.1648
Epoch  11 Batch  568/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8615, Loss: 0.1652
Epoch  11 Batch  569/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8619, Loss: 0.1750
Epoch  11 Batch  570/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8576, Loss: 0.1732
Epoch  11 Batch  571/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8516, Loss: 0.1607
Epoch  11 Batch  572/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8523, Loss: 0.1462
Epoch  11 Batch  573/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8540, Loss: 0.1886
Epoch  11 Batch  574/1077 - Train Accuracy: 0.8491, Validation Accuracy: 0.8636, Loss: 0.1628
Epoch  11 Batch  575/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8629, Loss: 0.1589
Epoch  11 Batch  576/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8668, Loss: 0.1635
Epoch  11 Batch  577/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8686, Loss: 0.1695
Epoch  11 Batch  578/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8619, Loss: 0.1670
Epoch  11 Batch  579/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8643, Loss: 0.1609
Epoch  11 Batch  580/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8654, Loss: 0.1466
Epoch  11 Batch  581/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8679, Loss: 0.1564
Epoch  11 Batch  582/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8668, Loss: 0.1561
Epoch  11 Batch  583/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8672, Loss: 0.1861
Epoch  11 Batch  584/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8604, Loss: 0.1637
Epoch  11 Batch  585/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8558, Loss: 0.1497
Epoch  11 Batch  586/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8509, Loss: 0.1624
Epoch  11 Batch  587/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8626, Loss: 0.1689
Epoch  11 Batch  588/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8643, Loss: 0.1568
Epoch  11 Batch  589/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8619, Loss: 0.1651
Epoch  11 Batch  590/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8551, Loss: 0.1807
Epoch  11 Batch  591/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8612, Loss: 0.1541
Epoch  11 Batch  592/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8665, Loss: 0.1750
Epoch  11 Batch  593/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8494, Loss: 0.1765
Epoch  11 Batch  594/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8555, Loss: 0.1812
Epoch  11 Batch  595/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8569, Loss: 0.1677
Epoch  11 Batch  596/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8569, Loss: 0.1718
Epoch  11 Batch  597/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8629, Loss: 0.1701
Epoch  11 Batch  598/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8452, Loss: 0.1630
Epoch  11 Batch  599/1077 - Train Accuracy: 0.8227, Validation Accuracy: 0.8562, Loss: 0.1929
Epoch  11 Batch  600/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8636, Loss: 0.1603
Epoch  11 Batch  601/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8526, Loss: 0.1603
Epoch  11 Batch  602/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8480, Loss: 0.1689
Epoch  11 Batch  603/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8544, Loss: 0.1699
Epoch  11 Batch  604/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8647, Loss: 0.1910
Epoch  11 Batch  605/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8629, Loss: 0.1783
Epoch  11 Batch  606/1077 - Train Accuracy: 0.8612, Validation Accuracy: 0.8565, Loss: 0.1500
Epoch  11 Batch  607/1077 - Train Accuracy: 0.8786, Validation Accuracy: 0.8580, Loss: 0.1636
Epoch  11 Batch  608/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8590, Loss: 0.1732
Epoch  11 Batch  609/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8594, Loss: 0.1788
Epoch  11 Batch  610/1077 - Train Accuracy: 0.8355, Validation Accuracy: 0.8558, Loss: 0.1741
Epoch  11 Batch  611/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8580, Loss: 0.1765
Epoch  11 Batch  612/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8572, Loss: 0.1454
Epoch  11 Batch  613/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8516, Loss: 0.1796
Epoch  11 Batch  614/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8526, Loss: 0.1641
Epoch  11 Batch  615/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8427, Loss: 0.1617
Epoch  11 Batch  616/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8494, Loss: 0.1716
Epoch  11 Batch  617/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8519, Loss: 0.1596
Epoch  11 Batch  618/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8576, Loss: 0.1768
Epoch  11 Batch  619/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8604, Loss: 0.1609
Epoch  11 Batch  620/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8583, Loss: 0.1538
Epoch  11 Batch  621/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8558, Loss: 0.1664
Epoch  11 Batch  622/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8526, Loss: 0.1756
Epoch  11 Batch  623/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8494, Loss: 0.1764
Epoch  11 Batch  624/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8512, Loss: 0.1547
Epoch  11 Batch  625/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8622, Loss: 0.1553
Epoch  11 Batch  626/1077 - Train Accuracy: 0.8391, Validation Accuracy: 0.8608, Loss: 0.1466
Epoch  11 Batch  627/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8612, Loss: 0.1615
Epoch  11 Batch  628/1077 - Train Accuracy: 0.8383, Validation Accuracy: 0.8565, Loss: 0.1697
Epoch  11 Batch  629/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8622, Loss: 0.1662
Epoch  11 Batch  630/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8604, Loss: 0.1632
Epoch  11 Batch  631/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1564
Epoch  11 Batch  632/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8477, Loss: 0.1709
Epoch  11 Batch  633/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8409, Loss: 0.1721
Epoch  11 Batch  634/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8430, Loss: 0.1514
Epoch  11 Batch  635/1077 - Train Accuracy: 0.8503, Validation Accuracy: 0.8526, Loss: 0.1900
Epoch  11 Batch  636/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8569, Loss: 0.1595
Epoch  11 Batch  637/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8562, Loss: 0.1752
Epoch  11 Batch  638/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8512, Loss: 0.1526
Epoch  11 Batch  639/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8455, Loss: 0.1729
Epoch  11 Batch  640/1077 - Train Accuracy: 0.8423, Validation Accuracy: 0.8484, Loss: 0.1574
Epoch  11 Batch  641/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1541
Epoch  11 Batch  642/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8597, Loss: 0.1615
Epoch  11 Batch  643/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8647, Loss: 0.1405
Epoch  11 Batch  644/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8643, Loss: 0.1530
Epoch  11 Batch  645/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8608, Loss: 0.1625
Epoch  11 Batch  646/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8555, Loss: 0.1594
Epoch  11 Batch  647/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8619, Loss: 0.1684
Epoch  11 Batch  648/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8704, Loss: 0.1551
Epoch  11 Batch  649/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8647, Loss: 0.1607
Epoch  11 Batch  650/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8569, Loss: 0.1667
Epoch  11 Batch  651/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8565, Loss: 0.1530
Epoch  11 Batch  652/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8654, Loss: 0.1749
Epoch  11 Batch  653/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8590, Loss: 0.1713
Epoch  11 Batch  654/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8551, Loss: 0.1617
Epoch  11 Batch  655/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8569, Loss: 0.1804
Epoch  11 Batch  656/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8580, Loss: 0.1703
Epoch  11 Batch  657/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8558, Loss: 0.1823
Epoch  11 Batch  658/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8551, Loss: 0.1470
Epoch  11 Batch  659/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8462, Loss: 0.1728
Epoch  11 Batch  660/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8629, Loss: 0.1661
Epoch  11 Batch  661/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8597, Loss: 0.1573
Epoch  11 Batch  662/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8562, Loss: 0.1428
Epoch  11 Batch  663/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8590, Loss: 0.1390
Epoch  11 Batch  664/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8608, Loss: 0.1579
Epoch  11 Batch  665/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8647, Loss: 0.1570
Epoch  11 Batch  666/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8519, Loss: 0.1733
Epoch  11 Batch  667/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8675, Loss: 0.1814
Epoch  11 Batch  668/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8569, Loss: 0.1559
Epoch  11 Batch  669/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8548, Loss: 0.1598
Epoch  11 Batch  670/1077 - Train Accuracy: 0.8913, Validation Accuracy: 0.8590, Loss: 0.1537
Epoch  11 Batch  671/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8640, Loss: 0.1724
Epoch  11 Batch  672/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8636, Loss: 0.1550
Epoch  11 Batch  673/1077 - Train Accuracy: 0.8490, Validation Accuracy: 0.8576, Loss: 0.1567
Epoch  11 Batch  674/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8619, Loss: 0.1624
Epoch  11 Batch  675/1077 - Train Accuracy: 0.8798, Validation Accuracy: 0.8707, Loss: 0.1710
Epoch  11 Batch  676/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8626, Loss: 0.1645
Epoch  11 Batch  677/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8651, Loss: 0.1719
Epoch  11 Batch  678/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8636, Loss: 0.1596
Epoch  11 Batch  679/1077 - Train Accuracy: 0.8310, Validation Accuracy: 0.8654, Loss: 0.1725
Epoch  11 Batch  680/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8643, Loss: 0.1702
Epoch  11 Batch  681/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8739, Loss: 0.1634
Epoch  11 Batch  682/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8722, Loss: 0.1651
Epoch  11 Batch  683/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8580, Loss: 0.1556
Epoch  11 Batch  684/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8580, Loss: 0.1533
Epoch  11 Batch  685/1077 - Train Accuracy: 0.8234, Validation Accuracy: 0.8608, Loss: 0.1689
Epoch  11 Batch  686/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8700, Loss: 0.1549
Epoch  11 Batch  687/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8654, Loss: 0.1778
Epoch  11 Batch  688/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8612, Loss: 0.1524
Epoch  11 Batch  689/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8619, Loss: 0.1524
Epoch  11 Batch  690/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8572, Loss: 0.1609
Epoch  11 Batch  691/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8569, Loss: 0.1822
Epoch  11 Batch  692/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8640, Loss: 0.1527
Epoch  11 Batch  693/1077 - Train Accuracy: 0.8372, Validation Accuracy: 0.8569, Loss: 0.2008
Epoch  11 Batch  694/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8629, Loss: 0.1607
Epoch  11 Batch  695/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8722, Loss: 0.1526
Epoch  11 Batch  696/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8562, Loss: 0.1787
Epoch  11 Batch  697/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8558, Loss: 0.1583
Epoch  11 Batch  698/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8629, Loss: 0.1531
Epoch  11 Batch  699/1077 - Train Accuracy: 0.8651, Validation Accuracy: 0.8572, Loss: 0.1609
Epoch  11 Batch  700/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8683, Loss: 0.1552
Epoch  11 Batch  701/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8679, Loss: 0.1731
Epoch  11 Batch  702/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8615, Loss: 0.1736
Epoch  11 Batch  703/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8558, Loss: 0.1697
Epoch  11 Batch  704/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8505, Loss: 0.1774
Epoch  11 Batch  705/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8455, Loss: 0.1797
Epoch  11 Batch  706/1077 - Train Accuracy: 0.8359, Validation Accuracy: 0.8540, Loss: 0.1786
Epoch  11 Batch  707/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8530, Loss: 0.1645
Epoch  11 Batch  708/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8537, Loss: 0.1624
Epoch  11 Batch  709/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8576, Loss: 0.1936
Epoch  11 Batch  710/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8587, Loss: 0.1578
Epoch  11 Batch  711/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8690, Loss: 0.1898
Epoch  11 Batch  712/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8612, Loss: 0.1520
Epoch  11 Batch  713/1077 - Train Accuracy: 0.8622, Validation Accuracy: 0.8523, Loss: 0.1533
Epoch  11 Batch  714/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8356, Loss: 0.1803
Epoch  11 Batch  715/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8295, Loss: 0.1825
Epoch  11 Batch  716/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8509, Loss: 0.1509
Epoch  11 Batch  717/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8512, Loss: 0.1549
Epoch  11 Batch  718/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8459, Loss: 0.1787
Epoch  11 Batch  719/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8526, Loss: 0.1671
Epoch  11 Batch  720/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8565, Loss: 0.1751
Epoch  11 Batch  721/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8484, Loss: 0.1739
Epoch  11 Batch  722/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8526, Loss: 0.1546
Epoch  11 Batch  723/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1669
Epoch  11 Batch  724/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8540, Loss: 0.1784
Epoch  11 Batch  725/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8505, Loss: 0.1529
Epoch  11 Batch  726/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8473, Loss: 0.1497
Epoch  11 Batch  727/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8427, Loss: 0.1513
Epoch  11 Batch  728/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8562, Loss: 0.1760
Epoch  11 Batch  729/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8572, Loss: 0.1748
Epoch  11 Batch  730/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8572, Loss: 0.1782
Epoch  11 Batch  731/1077 - Train Accuracy: 0.8408, Validation Accuracy: 0.8540, Loss: 0.1676
Epoch  11 Batch  732/1077 - Train Accuracy: 0.8314, Validation Accuracy: 0.8526, Loss: 0.1726
Epoch  11 Batch  733/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8494, Loss: 0.1743
Epoch  11 Batch  734/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8430, Loss: 0.1766
Epoch  11 Batch  735/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8601, Loss: 0.1641
Epoch  11 Batch  736/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8683, Loss: 0.1584
Epoch  11 Batch  737/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8658, Loss: 0.1725
Epoch  11 Batch  738/1077 - Train Accuracy: 0.8763, Validation Accuracy: 0.8640, Loss: 0.1433
Epoch  11 Batch  739/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8636, Loss: 0.1508
Epoch  11 Batch  740/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8725, Loss: 0.1475
Epoch  11 Batch  741/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8654, Loss: 0.1722
Epoch  11 Batch  742/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8714, Loss: 0.1550
Epoch  11 Batch  743/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8700, Loss: 0.1657
Epoch  11 Batch  744/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8707, Loss: 0.1489
Epoch  11 Batch  745/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8661, Loss: 0.1613
Epoch  11 Batch  746/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8572, Loss: 0.1542
Epoch  11 Batch  747/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8487, Loss: 0.1377
Epoch  11 Batch  748/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8597, Loss: 0.1518
Epoch  11 Batch  749/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8558, Loss: 0.1720
Epoch  11 Batch  750/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8604, Loss: 0.1633
Epoch  11 Batch  751/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8551, Loss: 0.1543
Epoch  11 Batch  752/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8402, Loss: 0.1497
Epoch  11 Batch  753/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8427, Loss: 0.1454
Epoch  11 Batch  754/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8530, Loss: 0.1750
Epoch  11 Batch  755/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8473, Loss: 0.1619
Epoch  11 Batch  756/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8509, Loss: 0.1606
Epoch  11 Batch  757/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8498, Loss: 0.1675
Epoch  11 Batch  758/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8466, Loss: 0.1464
Epoch  11 Batch  759/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8505, Loss: 0.1420
Epoch  11 Batch  760/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8594, Loss: 0.1711
Epoch  11 Batch  761/1077 - Train Accuracy: 0.8339, Validation Accuracy: 0.8572, Loss: 0.1660
Epoch  11 Batch  762/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8555, Loss: 0.1498
Epoch  11 Batch  763/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8601, Loss: 0.1526
Epoch  11 Batch  764/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8615, Loss: 0.1580
Epoch  11 Batch  765/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8615, Loss: 0.1594
Epoch  11 Batch  766/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8562, Loss: 0.1693
Epoch  11 Batch  767/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8501, Loss: 0.1637
Epoch  11 Batch  768/1077 - Train Accuracy: 0.8414, Validation Accuracy: 0.8477, Loss: 0.1646
Epoch  11 Batch  769/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8675, Loss: 0.1601
Epoch  11 Batch  770/1077 - Train Accuracy: 0.8315, Validation Accuracy: 0.8626, Loss: 0.1529
Epoch  11 Batch  771/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8647, Loss: 0.1613
Epoch  11 Batch  772/1077 - Train Accuracy: 0.8400, Validation Accuracy: 0.8594, Loss: 0.1586
Epoch  11 Batch  773/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8533, Loss: 0.1495
Epoch  11 Batch  774/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8509, Loss: 0.1695
Epoch  11 Batch  775/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8523, Loss: 0.1561
Epoch  11 Batch  776/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8562, Loss: 0.1524
Epoch  11 Batch  777/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8438, Loss: 0.1652
Epoch  11 Batch  778/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8569, Loss: 0.1487
Epoch  11 Batch  779/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8512, Loss: 0.1567
Epoch  11 Batch  780/1077 - Train Accuracy: 0.8340, Validation Accuracy: 0.8540, Loss: 0.1780
Epoch  11 Batch  781/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8530, Loss: 0.1427
Epoch  11 Batch  782/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8555, Loss: 0.1517
Epoch  11 Batch  783/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8494, Loss: 0.1666
Epoch  11 Batch  784/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8533, Loss: 0.1443
Epoch  11 Batch  785/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8519, Loss: 0.1480
Epoch  11 Batch  786/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8604, Loss: 0.1681
Epoch  11 Batch  787/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8679, Loss: 0.1408
Epoch  11 Batch  788/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8622, Loss: 0.1547
Epoch  11 Batch  789/1077 - Train Accuracy: 0.8462, Validation Accuracy: 0.8604, Loss: 0.1630
Epoch  11 Batch  790/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8548, Loss: 0.1812
Epoch  11 Batch  791/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8594, Loss: 0.1802
Epoch  11 Batch  792/1077 - Train Accuracy: 0.8277, Validation Accuracy: 0.8615, Loss: 0.1756
Epoch  11 Batch  793/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8615, Loss: 0.1604
Epoch  11 Batch  794/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8675, Loss: 0.1526
Epoch  11 Batch  795/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8654, Loss: 0.1652
Epoch  11 Batch  796/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8544, Loss: 0.1601
Epoch  11 Batch  797/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8587, Loss: 0.1583
Epoch  11 Batch  798/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8636, Loss: 0.1612
Epoch  11 Batch  799/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8533, Loss: 0.1880
Epoch  11 Batch  800/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8501, Loss: 0.1592
Epoch  11 Batch  801/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8633, Loss: 0.1617
Epoch  11 Batch  802/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8576, Loss: 0.1699
Epoch  11 Batch  803/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8601, Loss: 0.1591
Epoch  11 Batch  804/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8619, Loss: 0.1588
Epoch  11 Batch  805/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8707, Loss: 0.1636
Epoch  11 Batch  806/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8633, Loss: 0.1553
Epoch  11 Batch  807/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8608, Loss: 0.1404
Epoch  11 Batch  808/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8565, Loss: 0.1815
Epoch  11 Batch  809/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8551, Loss: 0.1821
Epoch  11 Batch  810/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8555, Loss: 0.1478
Epoch  11 Batch  811/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8530, Loss: 0.1560
Epoch  11 Batch  812/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8558, Loss: 0.1642
Epoch  11 Batch  813/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8537, Loss: 0.1561
Epoch  11 Batch  814/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8530, Loss: 0.1761
Epoch  11 Batch  815/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8565, Loss: 0.1481
Epoch  11 Batch  816/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8633, Loss: 0.1625
Epoch  11 Batch  817/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8647, Loss: 0.1760
Epoch  11 Batch  818/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8569, Loss: 0.1615
Epoch  11 Batch  819/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8629, Loss: 0.1569
Epoch  11 Batch  820/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8693, Loss: 0.1735
Epoch  11 Batch  821/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8668, Loss: 0.1530
Epoch  11 Batch  822/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8643, Loss: 0.1584
Epoch  11 Batch  823/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8651, Loss: 0.1562
Epoch  11 Batch  824/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8704, Loss: 0.1614
Epoch  11 Batch  825/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8562, Loss: 0.1510
Epoch  11 Batch  826/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8558, Loss: 0.1477
Epoch  11 Batch  827/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8608, Loss: 0.1616
Epoch  11 Batch  828/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8704, Loss: 0.1571
Epoch  11 Batch  829/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8690, Loss: 0.1779
Epoch  11 Batch  830/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8704, Loss: 0.1580
Epoch  11 Batch  831/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8661, Loss: 0.1628
Epoch  11 Batch  832/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8711, Loss: 0.1626
Epoch  11 Batch  833/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8675, Loss: 0.1646
Epoch  11 Batch  834/1077 - Train Accuracy: 0.8825, Validation Accuracy: 0.8661, Loss: 0.1651
Epoch  11 Batch  835/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8636, Loss: 0.1590
Epoch  11 Batch  836/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8572, Loss: 0.1619
Epoch  11 Batch  837/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8558, Loss: 0.1707
Epoch  11 Batch  838/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8555, Loss: 0.1513
Epoch  11 Batch  839/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8533, Loss: 0.1505
Epoch  11 Batch  840/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8516, Loss: 0.1560
Epoch  11 Batch  841/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8587, Loss: 0.1701
Epoch  11 Batch  842/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8597, Loss: 0.1439
Epoch  11 Batch  843/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8619, Loss: 0.1461
Epoch  11 Batch  844/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8654, Loss: 0.1561
Epoch  11 Batch  845/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8661, Loss: 0.1597
Epoch  11 Batch  846/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8714, Loss: 0.1700
Epoch  11 Batch  847/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8665, Loss: 0.1621
Epoch  11 Batch  848/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8587, Loss: 0.1491
Epoch  11 Batch  849/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8558, Loss: 0.1450
Epoch  11 Batch  850/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8487, Loss: 0.1870
Epoch  11 Batch  851/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8576, Loss: 0.1588
Epoch  11 Batch  852/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8654, Loss: 0.1697
Epoch  11 Batch  853/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8718, Loss: 0.1469
Epoch  11 Batch  854/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8658, Loss: 0.1692
Epoch  11 Batch  855/1077 - Train Accuracy: 0.8434, Validation Accuracy: 0.8643, Loss: 0.1716
Epoch  11 Batch  856/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8700, Loss: 0.1657
Epoch  11 Batch  857/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8654, Loss: 0.1496
Epoch  11 Batch  858/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8626, Loss: 0.1550
Epoch  11 Batch  859/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8626, Loss: 0.1595
Epoch  11 Batch  860/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8629, Loss: 0.1573
Epoch  11 Batch  861/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8686, Loss: 0.1561
Epoch  11 Batch  862/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8707, Loss: 0.1606
Epoch  11 Batch  863/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8651, Loss: 0.1434
Epoch  11 Batch  864/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8612, Loss: 0.1596
Epoch  11 Batch  865/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8665, Loss: 0.1511
Epoch  11 Batch  866/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8654, Loss: 0.1594
Epoch  11 Batch  867/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8651, Loss: 0.2052
Epoch  11 Batch  868/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8651, Loss: 0.1547
Epoch  11 Batch  869/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8597, Loss: 0.1634
Epoch  11 Batch  870/1077 - Train Accuracy: 0.8380, Validation Accuracy: 0.8551, Loss: 0.1681
Epoch  11 Batch  871/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8548, Loss: 0.1567
Epoch  11 Batch  872/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8548, Loss: 0.1481
Epoch  11 Batch  873/1077 - Train Accuracy: 0.8395, Validation Accuracy: 0.8509, Loss: 0.1590
Epoch  11 Batch  874/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8491, Loss: 0.1618
Epoch  11 Batch  875/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8516, Loss: 0.1609
Epoch  11 Batch  876/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8636, Loss: 0.1514
Epoch  11 Batch  877/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8572, Loss: 0.1411
Epoch  11 Batch  878/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8576, Loss: 0.1494
Epoch  11 Batch  879/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8594, Loss: 0.1438
Epoch  11 Batch  880/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8629, Loss: 0.1589
Epoch  11 Batch  881/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8619, Loss: 0.1663
Epoch  11 Batch  882/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8537, Loss: 0.1858
Epoch  11 Batch  883/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8512, Loss: 0.1969
Epoch  11 Batch  884/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8587, Loss: 0.1488
Epoch  11 Batch  885/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8622, Loss: 0.1268
Epoch  11 Batch  886/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1530
Epoch  11 Batch  887/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8565, Loss: 0.1706
Epoch  11 Batch  888/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8366, Loss: 0.1692
Epoch  11 Batch  889/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8402, Loss: 0.1738
Epoch  11 Batch  890/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8540, Loss: 0.1516
Epoch  11 Batch  891/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8590, Loss: 0.1610
Epoch  11 Batch  892/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8615, Loss: 0.1462
Epoch  11 Batch  893/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8473, Loss: 0.1766
Epoch  11 Batch  894/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8487, Loss: 0.1440
Epoch  11 Batch  895/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8487, Loss: 0.1651
Epoch  11 Batch  896/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8505, Loss: 0.1751
Epoch  11 Batch  897/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8590, Loss: 0.1465
Epoch  11 Batch  898/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8548, Loss: 0.1425
Epoch  11 Batch  899/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8612, Loss: 0.1755
Epoch  11 Batch  900/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8665, Loss: 0.1599
Epoch  11 Batch  901/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8601, Loss: 0.1748
Epoch  11 Batch  902/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8658, Loss: 0.1690
Epoch  11 Batch  903/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8725, Loss: 0.1523
Epoch  11 Batch  904/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8643, Loss: 0.1472
Epoch  11 Batch  905/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8654, Loss: 0.1447
Epoch  11 Batch  906/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8612, Loss: 0.1359
Epoch  11 Batch  907/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8544, Loss: 0.1552
Epoch  11 Batch  908/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8452, Loss: 0.1680
Epoch  11 Batch  909/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8647, Loss: 0.1663
Epoch  11 Batch  910/1077 - Train Accuracy: 0.8642, Validation Accuracy: 0.8700, Loss: 0.1629
Epoch  11 Batch  911/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8612, Loss: 0.1657
Epoch  11 Batch  912/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8615, Loss: 0.1573
Epoch  11 Batch  913/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8608, Loss: 0.1766
Epoch  11 Batch  914/1077 - Train Accuracy: 0.8893, Validation Accuracy: 0.8707, Loss: 0.1739
Epoch  11 Batch  915/1077 - Train Accuracy: 0.8524, Validation Accuracy: 0.8736, Loss: 0.1693
Epoch  11 Batch  916/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8761, Loss: 0.1636
Epoch  11 Batch  917/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8679, Loss: 0.1492
Epoch  11 Batch  918/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8619, Loss: 0.1510
Epoch  11 Batch  919/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8722, Loss: 0.1453
Epoch  11 Batch  920/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8693, Loss: 0.1714
Epoch  11 Batch  921/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8711, Loss: 0.1593
Epoch  11 Batch  922/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8665, Loss: 0.1499
Epoch  11 Batch  923/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8619, Loss: 0.1643
Epoch  11 Batch  924/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8675, Loss: 0.1730
Epoch  11 Batch  925/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8661, Loss: 0.1550
Epoch  11 Batch  926/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8683, Loss: 0.1639
Epoch  11 Batch  927/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8675, Loss: 0.1630
Epoch  11 Batch  928/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8725, Loss: 0.1602
Epoch  11 Batch  929/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8679, Loss: 0.1630
Epoch  11 Batch  930/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8754, Loss: 0.1424
Epoch  11 Batch  931/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8771, Loss: 0.1645
Epoch  11 Batch  932/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8686, Loss: 0.1694
Epoch  11 Batch  933/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8700, Loss: 0.1549
Epoch  11 Batch  934/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8711, Loss: 0.1568
Epoch  11 Batch  935/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8651, Loss: 0.1659
Epoch  11 Batch  936/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8590, Loss: 0.1676
Epoch  11 Batch  937/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8597, Loss: 0.1794
Epoch  11 Batch  938/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8658, Loss: 0.1622
Epoch  11 Batch  939/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8711, Loss: 0.1596
Epoch  11 Batch  940/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8700, Loss: 0.1521
Epoch  11 Batch  941/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8718, Loss: 0.1444
Epoch  11 Batch  942/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8725, Loss: 0.1685
Epoch  11 Batch  943/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8658, Loss: 0.1581
Epoch  11 Batch  944/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8622, Loss: 0.1451
Epoch  11 Batch  945/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8675, Loss: 0.1439
Epoch  11 Batch  946/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8615, Loss: 0.1420
Epoch  11 Batch  947/1077 - Train Accuracy: 0.8141, Validation Accuracy: 0.8661, Loss: 0.1745
Epoch  11 Batch  948/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8693, Loss: 0.1517
Epoch  11 Batch  949/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8725, Loss: 0.1366
Epoch  11 Batch  950/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8661, Loss: 0.1414
Epoch  11 Batch  951/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8661, Loss: 0.1608
Epoch  11 Batch  952/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8629, Loss: 0.1496
Epoch  11 Batch  953/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8629, Loss: 0.1532
Epoch  11 Batch  954/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8601, Loss: 0.1669
Epoch  11 Batch  955/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8587, Loss: 0.1585
Epoch  11 Batch  956/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8580, Loss: 0.1589
Epoch  11 Batch  957/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8647, Loss: 0.1418
Epoch  11 Batch  958/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8690, Loss: 0.1645
Epoch  11 Batch  959/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8661, Loss: 0.1589
Epoch  11 Batch  960/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8640, Loss: 0.1530
Epoch  11 Batch  961/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8636, Loss: 0.1565
Epoch  11 Batch  962/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8562, Loss: 0.1461
Epoch  11 Batch  963/1077 - Train Accuracy: 0.8759, Validation Accuracy: 0.8555, Loss: 0.1750
Epoch  11 Batch  964/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8555, Loss: 0.1442
Epoch  11 Batch  965/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8555, Loss: 0.1652
Epoch  11 Batch  966/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8519, Loss: 0.1295
Epoch  11 Batch  967/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8548, Loss: 0.1542
Epoch  11 Batch  968/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8491, Loss: 0.1714
Epoch  11 Batch  969/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8548, Loss: 0.1663
Epoch  11 Batch  970/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8530, Loss: 0.1646
Epoch  11 Batch  971/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8640, Loss: 0.1578
Epoch  11 Batch  972/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8558, Loss: 0.1505
Epoch  11 Batch  973/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8540, Loss: 0.1358
Epoch  11 Batch  974/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8512, Loss: 0.1537
Epoch  11 Batch  975/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8526, Loss: 0.1509
Epoch  11 Batch  976/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8626, Loss: 0.1461
Epoch  11 Batch  977/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8661, Loss: 0.1400
Epoch  11 Batch  978/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8651, Loss: 0.1571
Epoch  11 Batch  979/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8704, Loss: 0.1626
Epoch  11 Batch  980/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8558, Loss: 0.1717
Epoch  11 Batch  981/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8658, Loss: 0.1596
Epoch  11 Batch  982/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8661, Loss: 0.1534
Epoch  11 Batch  983/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8690, Loss: 0.1701
Epoch  11 Batch  984/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8768, Loss: 0.1662
Epoch  11 Batch  985/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8754, Loss: 0.1485
Epoch  11 Batch  986/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8626, Loss: 0.1451
Epoch  11 Batch  987/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8615, Loss: 0.1467
Epoch  11 Batch  988/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8651, Loss: 0.1515
Epoch  11 Batch  989/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8764, Loss: 0.1719
Epoch  11 Batch  990/1077 - Train Accuracy: 0.8450, Validation Accuracy: 0.8615, Loss: 0.1756
Epoch  11 Batch  991/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8572, Loss: 0.1552
Epoch  11 Batch  992/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8643, Loss: 0.1598
Epoch  11 Batch  993/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8629, Loss: 0.1376
Epoch  11 Batch  994/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8636, Loss: 0.1464
Epoch  11 Batch  995/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8651, Loss: 0.1455
Epoch  11 Batch  996/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8672, Loss: 0.1534
Epoch  11 Batch  997/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8672, Loss: 0.1600
Epoch  11 Batch  998/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8629, Loss: 0.1450
Epoch  11 Batch  999/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8683, Loss: 0.1577
Epoch  11 Batch 1000/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8654, Loss: 0.1458
Epoch  11 Batch 1001/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8647, Loss: 0.1327
Epoch  11 Batch 1002/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8718, Loss: 0.1426
Epoch  11 Batch 1003/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8714, Loss: 0.1427
Epoch  11 Batch 1004/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8700, Loss: 0.1562
Epoch  11 Batch 1005/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8686, Loss: 0.1587
Epoch  11 Batch 1006/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8697, Loss: 0.1417
Epoch  11 Batch 1007/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8675, Loss: 0.1348
Epoch  11 Batch 1008/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8658, Loss: 0.1574
Epoch  11 Batch 1009/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8679, Loss: 0.1363
Epoch  11 Batch 1010/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8704, Loss: 0.1530
Epoch  11 Batch 1011/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8622, Loss: 0.1537
Epoch  11 Batch 1012/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8601, Loss: 0.1391
Epoch  11 Batch 1013/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8583, Loss: 0.1349
Epoch  11 Batch 1014/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8594, Loss: 0.1562
Epoch  11 Batch 1015/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8572, Loss: 0.1716
Epoch  11 Batch 1016/1077 - Train Accuracy: 0.8363, Validation Accuracy: 0.8572, Loss: 0.1706
Epoch  11 Batch 1017/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8580, Loss: 0.1532
Epoch  11 Batch 1018/1077 - Train Accuracy: 0.8307, Validation Accuracy: 0.8622, Loss: 0.1612
Epoch  11 Batch 1019/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8668, Loss: 0.1742
Epoch  11 Batch 1020/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8636, Loss: 0.1481
Epoch  11 Batch 1021/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8643, Loss: 0.1702
Epoch  11 Batch 1022/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8647, Loss: 0.1470
Epoch  11 Batch 1023/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8679, Loss: 0.1474
Epoch  11 Batch 1024/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8690, Loss: 0.1563
Epoch  11 Batch 1025/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8668, Loss: 0.1518
Epoch  11 Batch 1026/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8565, Loss: 0.1508
Epoch  11 Batch 1027/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8601, Loss: 0.1585
Epoch  11 Batch 1028/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8612, Loss: 0.1639
Epoch  11 Batch 1029/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8608, Loss: 0.1460
Epoch  11 Batch 1030/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8583, Loss: 0.1522
Epoch  11 Batch 1031/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8576, Loss: 0.1717
Epoch  11 Batch 1032/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8686, Loss: 0.1689
Epoch  11 Batch 1033/1077 - Train Accuracy: 0.8478, Validation Accuracy: 0.8612, Loss: 0.1510
Epoch  11 Batch 1034/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8551, Loss: 0.1621
Epoch  11 Batch 1035/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8512, Loss: 0.1307
Epoch  11 Batch 1036/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8583, Loss: 0.1780
Epoch  11 Batch 1037/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8562, Loss: 0.1579
Epoch  11 Batch 1038/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8604, Loss: 0.1625
Epoch  11 Batch 1039/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8487, Loss: 0.1469
Epoch  11 Batch 1040/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8562, Loss: 0.1530
Epoch  11 Batch 1041/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8622, Loss: 0.1633
Epoch  11 Batch 1042/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8619, Loss: 0.1497
Epoch  11 Batch 1043/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8587, Loss: 0.1764
Epoch  11 Batch 1044/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8686, Loss: 0.1506
Epoch  11 Batch 1045/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8739, Loss: 0.1582
Epoch  11 Batch 1046/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8757, Loss: 0.1397
Epoch  11 Batch 1047/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8732, Loss: 0.1415
Epoch  11 Batch 1048/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8729, Loss: 0.1561
Epoch  11 Batch 1049/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8778, Loss: 0.1591
Epoch  11 Batch 1050/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8768, Loss: 0.1530
Epoch  11 Batch 1051/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8757, Loss: 0.1470
Epoch  11 Batch 1052/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8817, Loss: 0.1459
Epoch  11 Batch 1053/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8771, Loss: 0.1537
Epoch  11 Batch 1054/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1456
Epoch  11 Batch 1055/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8565, Loss: 0.2022
Epoch  11 Batch 1056/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8562, Loss: 0.1576
Epoch  11 Batch 1057/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8633, Loss: 0.1714
Epoch  11 Batch 1058/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8633, Loss: 0.1746
Epoch  11 Batch 1059/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8693, Loss: 0.1872
Epoch  11 Batch 1060/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8519, Loss: 0.1398
Epoch  11 Batch 1061/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8558, Loss: 0.1713
Epoch  11 Batch 1062/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8576, Loss: 0.1759
Epoch  11 Batch 1063/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1599
Epoch  11 Batch 1064/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8576, Loss: 0.1524
Epoch  11 Batch 1065/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8580, Loss: 0.1615
Epoch  11 Batch 1066/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8651, Loss: 0.1470
Epoch  11 Batch 1067/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8647, Loss: 0.1610
Epoch  11 Batch 1068/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8732, Loss: 0.1482
Epoch  11 Batch 1069/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8743, Loss: 0.1494
Epoch  11 Batch 1070/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8697, Loss: 0.1577
Epoch  11 Batch 1071/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8700, Loss: 0.1511
Epoch  11 Batch 1072/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8661, Loss: 0.1514
Epoch  11 Batch 1073/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8629, Loss: 0.1669
Epoch  11 Batch 1074/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8633, Loss: 0.1701
Epoch  11 Batch 1075/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8576, Loss: 0.1664
Epoch  12 Batch    1/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8576, Loss: 0.1391
Epoch  12 Batch    2/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8629, Loss: 0.1570
Epoch  12 Batch    3/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8565, Loss: 0.1519
Epoch  12 Batch    4/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8459, Loss: 0.1539
Epoch  12 Batch    5/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8459, Loss: 0.1667
Epoch  12 Batch    6/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8427, Loss: 0.1512
Epoch  12 Batch    7/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8466, Loss: 0.1419
Epoch  12 Batch    8/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8604, Loss: 0.1396
Epoch  12 Batch    9/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8562, Loss: 0.1539
Epoch  12 Batch   10/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8569, Loss: 0.1490
Epoch  12 Batch   11/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8587, Loss: 0.1598
Epoch  12 Batch   12/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8533, Loss: 0.1588
Epoch  12 Batch   13/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8491, Loss: 0.1717
Epoch  12 Batch   14/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8498, Loss: 0.1313
Epoch  12 Batch   15/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8576, Loss: 0.1410
Epoch  12 Batch   16/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8562, Loss: 0.1492
Epoch  12 Batch   17/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8604, Loss: 0.1504
Epoch  12 Batch   18/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8594, Loss: 0.1506
Epoch  12 Batch   19/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8590, Loss: 0.1474
Epoch  12 Batch   20/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8633, Loss: 0.1444
Epoch  12 Batch   21/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8633, Loss: 0.1669
Epoch  12 Batch   22/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8640, Loss: 0.1664
Epoch  12 Batch   23/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8622, Loss: 0.1491
Epoch  12 Batch   24/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8672, Loss: 0.1444
Epoch  12 Batch   25/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8643, Loss: 0.1457
Epoch  12 Batch   26/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8597, Loss: 0.1683
Epoch  12 Batch   27/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8672, Loss: 0.1311
Epoch  12 Batch   28/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8622, Loss: 0.1483
Epoch  12 Batch   29/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8619, Loss: 0.1658
Epoch  12 Batch   30/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8580, Loss: 0.1484
Epoch  12 Batch   31/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8519, Loss: 0.1548
Epoch  12 Batch   32/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8523, Loss: 0.1339
Epoch  12 Batch   33/1077 - Train Accuracy: 0.8464, Validation Accuracy: 0.8565, Loss: 0.1399
Epoch  12 Batch   34/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8714, Loss: 0.1607
Epoch  12 Batch   35/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8619, Loss: 0.1485
Epoch  12 Batch   36/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8626, Loss: 0.1585
Epoch  12 Batch   37/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8636, Loss: 0.1480
Epoch  12 Batch   38/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8633, Loss: 0.1817
Epoch  12 Batch   39/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8601, Loss: 0.1701
Epoch  12 Batch   40/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8555, Loss: 0.1517
Epoch  12 Batch   41/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8551, Loss: 0.1492
Epoch  12 Batch   42/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8572, Loss: 0.1574
Epoch  12 Batch   43/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8590, Loss: 0.1456
Epoch  12 Batch   44/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8604, Loss: 0.1459
Epoch  12 Batch   45/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8590, Loss: 0.1502
Epoch  12 Batch   46/1077 - Train Accuracy: 0.8446, Validation Accuracy: 0.8565, Loss: 0.1675
Epoch  12 Batch   47/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8626, Loss: 0.1454
Epoch  12 Batch   48/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8647, Loss: 0.1640
Epoch  12 Batch   49/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8633, Loss: 0.1543
Epoch  12 Batch   50/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8640, Loss: 0.1435
Epoch  12 Batch   51/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8601, Loss: 0.1506
Epoch  12 Batch   52/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8604, Loss: 0.1606
Epoch  12 Batch   53/1077 - Train Accuracy: 0.8606, Validation Accuracy: 0.8594, Loss: 0.1480
Epoch  12 Batch   54/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8633, Loss: 0.1845
Epoch  12 Batch   55/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8622, Loss: 0.1370
Epoch  12 Batch   56/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8633, Loss: 0.1398
Epoch  12 Batch   57/1077 - Train Accuracy: 0.8324, Validation Accuracy: 0.8629, Loss: 0.1504
Epoch  12 Batch   58/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8608, Loss: 0.1381
Epoch  12 Batch   59/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8551, Loss: 0.1524
Epoch  12 Batch   60/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8558, Loss: 0.1407
Epoch  12 Batch   61/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8537, Loss: 0.1614
Epoch  12 Batch   62/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8558, Loss: 0.1636
Epoch  12 Batch   63/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8597, Loss: 0.1345
Epoch  12 Batch   64/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8626, Loss: 0.1384
Epoch  12 Batch   65/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8668, Loss: 0.1493
Epoch  12 Batch   66/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8647, Loss: 0.1315
Epoch  12 Batch   67/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8675, Loss: 0.1422
Epoch  12 Batch   68/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8690, Loss: 0.1534
Epoch  12 Batch   69/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8622, Loss: 0.1682
Epoch  12 Batch   70/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8604, Loss: 0.1684
Epoch  12 Batch   71/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8562, Loss: 0.1238
Epoch  12 Batch   72/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8569, Loss: 0.1532
Epoch  12 Batch   73/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8580, Loss: 0.1557
Epoch  12 Batch   74/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8512, Loss: 0.1325
Epoch  12 Batch   75/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8498, Loss: 0.1772
Epoch  12 Batch   76/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8594, Loss: 0.1342
Epoch  12 Batch   77/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8619, Loss: 0.1512
Epoch  12 Batch   78/1077 - Train Accuracy: 0.8429, Validation Accuracy: 0.8658, Loss: 0.1567
Epoch  12 Batch   79/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8690, Loss: 0.1468
Epoch  12 Batch   80/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8658, Loss: 0.1492
Epoch  12 Batch   81/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8658, Loss: 0.1317
Epoch  12 Batch   82/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8604, Loss: 0.1384
Epoch  12 Batch   83/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8629, Loss: 0.1495
Epoch  12 Batch   84/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8619, Loss: 0.1496
Epoch  12 Batch   85/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8711, Loss: 0.1445
Epoch  12 Batch   86/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8725, Loss: 0.1452
Epoch  12 Batch   87/1077 - Train Accuracy: 0.8418, Validation Accuracy: 0.8700, Loss: 0.1747
Epoch  12 Batch   88/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8629, Loss: 0.1589
Epoch  12 Batch   89/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8594, Loss: 0.1640
Epoch  12 Batch   90/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8604, Loss: 0.1561
Epoch  12 Batch   91/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8629, Loss: 0.1298
Epoch  12 Batch   92/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8658, Loss: 0.1575
Epoch  12 Batch   93/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8668, Loss: 0.1528
Epoch  12 Batch   94/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8658, Loss: 0.1341
Epoch  12 Batch   95/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8665, Loss: 0.1583
Epoch  12 Batch   96/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8636, Loss: 0.1558
Epoch  12 Batch   97/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8658, Loss: 0.1410
Epoch  12 Batch   98/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8654, Loss: 0.1448
Epoch  12 Batch   99/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8643, Loss: 0.1592
Epoch  12 Batch  100/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8562, Loss: 0.1397
Epoch  12 Batch  101/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8548, Loss: 0.1504
Epoch  12 Batch  102/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8640, Loss: 0.1443
Epoch  12 Batch  103/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8604, Loss: 0.1737
Epoch  12 Batch  104/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8626, Loss: 0.1605
Epoch  12 Batch  105/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8704, Loss: 0.1517
Epoch  12 Batch  106/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8683, Loss: 0.1578
Epoch  12 Batch  107/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8658, Loss: 0.1482
Epoch  12 Batch  108/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8704, Loss: 0.1359
Epoch  12 Batch  109/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8661, Loss: 0.1442
Epoch  12 Batch  110/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8604, Loss: 0.1368
Epoch  12 Batch  111/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8540, Loss: 0.1486
Epoch  12 Batch  112/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8590, Loss: 0.1480
Epoch  12 Batch  113/1077 - Train Accuracy: 0.8371, Validation Accuracy: 0.8693, Loss: 0.1614
Epoch  12 Batch  114/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8612, Loss: 0.1346
Epoch  12 Batch  115/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8583, Loss: 0.1614
Epoch  12 Batch  116/1077 - Train Accuracy: 0.8379, Validation Accuracy: 0.8640, Loss: 0.1764
Epoch  12 Batch  117/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8672, Loss: 0.1604
Epoch  12 Batch  118/1077 - Train Accuracy: 0.8302, Validation Accuracy: 0.8633, Loss: 0.1662
Epoch  12 Batch  119/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8707, Loss: 0.1527
Epoch  12 Batch  120/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8629, Loss: 0.1629
Epoch  12 Batch  121/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8746, Loss: 0.1542
Epoch  12 Batch  122/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8743, Loss: 0.1392
Epoch  12 Batch  123/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8711, Loss: 0.1304
Epoch  12 Batch  124/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8665, Loss: 0.1632
Epoch  12 Batch  125/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8643, Loss: 0.1526
Epoch  12 Batch  126/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8683, Loss: 0.1419
Epoch  12 Batch  127/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8672, Loss: 0.1369
Epoch  12 Batch  128/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8622, Loss: 0.1404
Epoch  12 Batch  129/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8587, Loss: 0.1487
Epoch  12 Batch  130/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8558, Loss: 0.1343
Epoch  12 Batch  131/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8480, Loss: 0.1419
Epoch  12 Batch  132/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8583, Loss: 0.1538
Epoch  12 Batch  133/1077 - Train Accuracy: 0.8417, Validation Accuracy: 0.8626, Loss: 0.1531
Epoch  12 Batch  134/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8608, Loss: 0.1345
Epoch  12 Batch  135/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8601, Loss: 0.1439
Epoch  12 Batch  136/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8661, Loss: 0.1248
Epoch  12 Batch  137/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8640, Loss: 0.1386
Epoch  12 Batch  138/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8533, Loss: 0.1487
Epoch  12 Batch  139/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8601, Loss: 0.1569
Epoch  12 Batch  140/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8523, Loss: 0.1518
Epoch  12 Batch  141/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8530, Loss: 0.1478
Epoch  12 Batch  142/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8665, Loss: 0.1357
Epoch  12 Batch  143/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8647, Loss: 0.1542
Epoch  12 Batch  144/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8626, Loss: 0.1727
Epoch  12 Batch  145/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8576, Loss: 0.1531
Epoch  12 Batch  146/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8633, Loss: 0.1793
Epoch  12 Batch  147/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8576, Loss: 0.1556
Epoch  12 Batch  148/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8654, Loss: 0.1521
Epoch  12 Batch  149/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8640, Loss: 0.1513
Epoch  12 Batch  150/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8583, Loss: 0.1509
Epoch  12 Batch  151/1077 - Train Accuracy: 0.8497, Validation Accuracy: 0.8576, Loss: 0.1383
Epoch  12 Batch  152/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8594, Loss: 0.1607
Epoch  12 Batch  153/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8612, Loss: 0.1552
Epoch  12 Batch  154/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8622, Loss: 0.1549
Epoch  12 Batch  155/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8608, Loss: 0.1487
Epoch  12 Batch  156/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8629, Loss: 0.1409
Epoch  12 Batch  157/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8569, Loss: 0.1493
Epoch  12 Batch  158/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8548, Loss: 0.1559
Epoch  12 Batch  159/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8583, Loss: 0.1413
Epoch  12 Batch  160/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8587, Loss: 0.1433
Epoch  12 Batch  161/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8640, Loss: 0.1389
Epoch  12 Batch  162/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8647, Loss: 0.1784
Epoch  12 Batch  163/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8757, Loss: 0.1570
Epoch  12 Batch  164/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8693, Loss: 0.1472
Epoch  12 Batch  165/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8626, Loss: 0.1560
Epoch  12 Batch  166/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8640, Loss: 0.1581
Epoch  12 Batch  167/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8651, Loss: 0.1444
Epoch  12 Batch  168/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8633, Loss: 0.1630
Epoch  12 Batch  169/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8626, Loss: 0.1473
Epoch  12 Batch  170/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8551, Loss: 0.1508
Epoch  12 Batch  171/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8672, Loss: 0.1370
Epoch  12 Batch  172/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8683, Loss: 0.1261
Epoch  12 Batch  173/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8615, Loss: 0.1523
Epoch  12 Batch  174/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8629, Loss: 0.1474
Epoch  12 Batch  175/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8601, Loss: 0.1451
Epoch  12 Batch  176/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8619, Loss: 0.1514
Epoch  12 Batch  177/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8736, Loss: 0.1577
Epoch  12 Batch  178/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8750, Loss: 0.1462
Epoch  12 Batch  179/1077 - Train Accuracy: 0.8573, Validation Accuracy: 0.8775, Loss: 0.1490
Epoch  12 Batch  180/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8736, Loss: 0.1400
Epoch  12 Batch  181/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8697, Loss: 0.1495
Epoch  12 Batch  182/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8619, Loss: 0.1617
Epoch  12 Batch  183/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8590, Loss: 0.1514
Epoch  12 Batch  184/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8519, Loss: 0.1361
Epoch  12 Batch  185/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8498, Loss: 0.1478
Epoch  12 Batch  186/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8498, Loss: 0.1451
Epoch  12 Batch  187/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8576, Loss: 0.1391
Epoch  12 Batch  188/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8668, Loss: 0.1400
Epoch  12 Batch  189/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8619, Loss: 0.1521
Epoch  12 Batch  190/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8658, Loss: 0.1424
Epoch  12 Batch  191/1077 - Train Accuracy: 0.8526, Validation Accuracy: 0.8608, Loss: 0.1300
Epoch  12 Batch  192/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8672, Loss: 0.1688
Epoch  12 Batch  193/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8562, Loss: 0.1375
Epoch  12 Batch  194/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8509, Loss: 0.1401
Epoch  12 Batch  195/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8590, Loss: 0.1419
Epoch  12 Batch  196/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8565, Loss: 0.1410
Epoch  12 Batch  197/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8562, Loss: 0.1521
Epoch  12 Batch  198/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8590, Loss: 0.1486
Epoch  12 Batch  199/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8622, Loss: 0.1237
Epoch  12 Batch  200/1077 - Train Accuracy: 0.8367, Validation Accuracy: 0.8516, Loss: 0.1466
Epoch  12 Batch  201/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8540, Loss: 0.1332
Epoch  12 Batch  202/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8629, Loss: 0.1494
Epoch  12 Batch  203/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8651, Loss: 0.1462
Epoch  12 Batch  204/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8643, Loss: 0.1643
Epoch  12 Batch  205/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8754, Loss: 0.1455
Epoch  12 Batch  206/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8771, Loss: 0.1425
Epoch  12 Batch  207/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8679, Loss: 0.1357
Epoch  12 Batch  208/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8672, Loss: 0.1385
Epoch  12 Batch  209/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8615, Loss: 0.1328
Epoch  12 Batch  210/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8615, Loss: 0.1445
Epoch  12 Batch  211/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8548, Loss: 0.1404
Epoch  12 Batch  212/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8530, Loss: 0.1334
Epoch  12 Batch  213/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8530, Loss: 0.1289
Epoch  12 Batch  214/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8519, Loss: 0.1445
Epoch  12 Batch  215/1077 - Train Accuracy: 0.8320, Validation Accuracy: 0.8572, Loss: 0.1659
Epoch  12 Batch  216/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8612, Loss: 0.1582
Epoch  12 Batch  217/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8661, Loss: 0.1388
Epoch  12 Batch  218/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8651, Loss: 0.1582
Epoch  12 Batch  219/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8711, Loss: 0.1388
Epoch  12 Batch  220/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.8697, Loss: 0.1413
Epoch  12 Batch  221/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8714, Loss: 0.1458
Epoch  12 Batch  222/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8736, Loss: 0.1467
Epoch  12 Batch  223/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8725, Loss: 0.1399
Epoch  12 Batch  224/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8718, Loss: 0.1529
Epoch  12 Batch  225/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.1533
Epoch  12 Batch  226/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8629, Loss: 0.1343
Epoch  12 Batch  227/1077 - Train Accuracy: 0.8348, Validation Accuracy: 0.8690, Loss: 0.1599
Epoch  12 Batch  228/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8643, Loss: 0.1359
Epoch  12 Batch  229/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8565, Loss: 0.1447
Epoch  12 Batch  230/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8604, Loss: 0.1300
Epoch  12 Batch  231/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8665, Loss: 0.1606
Epoch  12 Batch  232/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8654, Loss: 0.1438
Epoch  12 Batch  233/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8654, Loss: 0.1575
Epoch  12 Batch  234/1077 - Train Accuracy: 0.8467, Validation Accuracy: 0.8626, Loss: 0.1597
Epoch  12 Batch  235/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8675, Loss: 0.1395
Epoch  12 Batch  236/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8679, Loss: 0.1500
Epoch  12 Batch  237/1077 - Train Accuracy: 0.8720, Validation Accuracy: 0.8612, Loss: 0.1296
Epoch  12 Batch  238/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8604, Loss: 0.1394
Epoch  12 Batch  239/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.8569, Loss: 0.1252
Epoch  12 Batch  240/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8594, Loss: 0.1323
Epoch  12 Batch  241/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8594, Loss: 0.1230
Epoch  12 Batch  242/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8590, Loss: 0.1398
Epoch  12 Batch  243/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8661, Loss: 0.1580
Epoch  12 Batch  244/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8533, Loss: 0.1342
Epoch  12 Batch  245/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8523, Loss: 0.1333
Epoch  12 Batch  246/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8622, Loss: 0.1406
Epoch  12 Batch  247/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8597, Loss: 0.1376
Epoch  12 Batch  248/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8608, Loss: 0.1396
Epoch  12 Batch  249/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8633, Loss: 0.1284
Epoch  12 Batch  250/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8661, Loss: 0.1262
Epoch  12 Batch  251/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8668, Loss: 0.1488
Epoch  12 Batch  252/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8714, Loss: 0.1404
Epoch  12 Batch  253/1077 - Train Accuracy: 0.8778, Validation Accuracy: 0.8622, Loss: 0.1380
Epoch  12 Batch  254/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8576, Loss: 0.1395
Epoch  12 Batch  255/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8565, Loss: 0.1443
Epoch  12 Batch  256/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8633, Loss: 0.1716
Epoch  12 Batch  257/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8622, Loss: 0.1489
Epoch  12 Batch  258/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8604, Loss: 0.1374
Epoch  12 Batch  259/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8658, Loss: 0.1372
Epoch  12 Batch  260/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8651, Loss: 0.1367
Epoch  12 Batch  261/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8601, Loss: 0.1371
Epoch  12 Batch  262/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8704, Loss: 0.1378
Epoch  12 Batch  263/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8640, Loss: 0.1374
Epoch  12 Batch  264/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8711, Loss: 0.1488
Epoch  12 Batch  265/1077 - Train Accuracy: 0.8402, Validation Accuracy: 0.8658, Loss: 0.1439
Epoch  12 Batch  266/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8743, Loss: 0.1484
Epoch  12 Batch  267/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8697, Loss: 0.1274
Epoch  12 Batch  268/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8714, Loss: 0.1534
Epoch  12 Batch  269/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8647, Loss: 0.1528
Epoch  12 Batch  270/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8690, Loss: 0.1491
Epoch  12 Batch  271/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8619, Loss: 0.1273
Epoch  12 Batch  272/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8651, Loss: 0.1853
Epoch  12 Batch  273/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8711, Loss: 0.1434
Epoch  12 Batch  274/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8693, Loss: 0.1492
Epoch  12 Batch  275/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8754, Loss: 0.1401
Epoch  12 Batch  276/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8786, Loss: 0.1737
Epoch  12 Batch  277/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8754, Loss: 0.1304
Epoch  12 Batch  278/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8743, Loss: 0.1635
Epoch  12 Batch  279/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8761, Loss: 0.1683
Epoch  12 Batch  280/1077 - Train Accuracy: 0.8387, Validation Accuracy: 0.8714, Loss: 0.1409
Epoch  12 Batch  281/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8746, Loss: 0.1475
Epoch  12 Batch  282/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8754, Loss: 0.1594
Epoch  12 Batch  283/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8690, Loss: 0.1402
Epoch  12 Batch  284/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8601, Loss: 0.1489
Epoch  12 Batch  285/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8594, Loss: 0.1388
Epoch  12 Batch  286/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8636, Loss: 0.1372
Epoch  12 Batch  287/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8672, Loss: 0.1426
Epoch  12 Batch  288/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8683, Loss: 0.1553
Epoch  12 Batch  289/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8572, Loss: 0.1440
Epoch  12 Batch  290/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8594, Loss: 0.1625
Epoch  12 Batch  291/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8643, Loss: 0.1529
Epoch  12 Batch  292/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8658, Loss: 0.1476
Epoch  12 Batch  293/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8572, Loss: 0.1525
Epoch  12 Batch  294/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8558, Loss: 0.1327
Epoch  12 Batch  295/1077 - Train Accuracy: 0.8557, Validation Accuracy: 0.8633, Loss: 0.1523
Epoch  12 Batch  296/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8665, Loss: 0.1351
Epoch  12 Batch  297/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8683, Loss: 0.1512
Epoch  12 Batch  298/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8640, Loss: 0.1616
Epoch  12 Batch  299/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8558, Loss: 0.1346
Epoch  12 Batch  300/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8537, Loss: 0.1370
Epoch  12 Batch  301/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8590, Loss: 0.1466
Epoch  12 Batch  302/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8576, Loss: 0.1374
Epoch  12 Batch  303/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8601, Loss: 0.1460
Epoch  12 Batch  304/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8654, Loss: 0.1339
Epoch  12 Batch  305/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8732, Loss: 0.1473
Epoch  12 Batch  306/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8668, Loss: 0.1586
Epoch  12 Batch  307/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8658, Loss: 0.1461
Epoch  12 Batch  308/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8686, Loss: 0.1594
Epoch  12 Batch  309/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8647, Loss: 0.1293
Epoch  12 Batch  310/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8665, Loss: 0.1481
Epoch  12 Batch  311/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8622, Loss: 0.1305
Epoch  12 Batch  312/1077 - Train Accuracy: 0.8344, Validation Accuracy: 0.8675, Loss: 0.1630
Epoch  12 Batch  313/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8697, Loss: 0.1309
Epoch  12 Batch  314/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8647, Loss: 0.1449
Epoch  12 Batch  315/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8775, Loss: 0.1255
Epoch  12 Batch  316/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8697, Loss: 0.1353
Epoch  12 Batch  317/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8714, Loss: 0.1655
Epoch  12 Batch  318/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8757, Loss: 0.1418
Epoch  12 Batch  319/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8668, Loss: 0.1644
Epoch  12 Batch  320/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8665, Loss: 0.1607
Epoch  12 Batch  321/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8651, Loss: 0.1442
Epoch  12 Batch  322/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8643, Loss: 0.1339
Epoch  12 Batch  323/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8686, Loss: 0.1415
Epoch  12 Batch  324/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8729, Loss: 0.1376
Epoch  12 Batch  325/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8587, Loss: 0.1344
Epoch  12 Batch  326/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8583, Loss: 0.1322
Epoch  12 Batch  327/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8576, Loss: 0.1621
Epoch  12 Batch  328/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8551, Loss: 0.1535
Epoch  12 Batch  329/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8562, Loss: 0.1514
Epoch  12 Batch  330/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8565, Loss: 0.1415
Epoch  12 Batch  331/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8498, Loss: 0.1456
Epoch  12 Batch  332/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8558, Loss: 0.1187
Epoch  12 Batch  333/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.8665, Loss: 0.1348
Epoch  12 Batch  334/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8672, Loss: 0.1365
Epoch  12 Batch  335/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8668, Loss: 0.1411
Epoch  12 Batch  336/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8548, Loss: 0.1636
Epoch  12 Batch  337/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8477, Loss: 0.1607
Epoch  12 Batch  338/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8423, Loss: 0.1677
Epoch  12 Batch  339/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8423, Loss: 0.1363
Epoch  12 Batch  340/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8366, Loss: 0.1364
Epoch  12 Batch  341/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8455, Loss: 0.1748
Epoch  12 Batch  342/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8430, Loss: 0.1337
Epoch  12 Batch  343/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8519, Loss: 0.1467
Epoch  12 Batch  344/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8537, Loss: 0.1396
Epoch  12 Batch  345/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8498, Loss: 0.1384
Epoch  12 Batch  346/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8580, Loss: 0.1454
Epoch  12 Batch  347/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8537, Loss: 0.1242
Epoch  12 Batch  348/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8651, Loss: 0.1391
Epoch  12 Batch  349/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8636, Loss: 0.1342
Epoch  12 Batch  350/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8569, Loss: 0.1510
Epoch  12 Batch  351/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8572, Loss: 0.1509
Epoch  12 Batch  352/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8587, Loss: 0.1429
Epoch  12 Batch  353/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8683, Loss: 0.1548
Epoch  12 Batch  354/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8757, Loss: 0.1605
Epoch  12 Batch  355/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8786, Loss: 0.1404
Epoch  12 Batch  356/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8786, Loss: 0.1506
Epoch  12 Batch  357/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8690, Loss: 0.1338
Epoch  12 Batch  358/1077 - Train Accuracy: 0.8261, Validation Accuracy: 0.8583, Loss: 0.1574
Epoch  12 Batch  359/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8331, Loss: 0.1417
Epoch  12 Batch  360/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8420, Loss: 0.1390
Epoch  12 Batch  361/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8427, Loss: 0.1441
Epoch  12 Batch  362/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8455, Loss: 0.1467
Epoch  12 Batch  363/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8555, Loss: 0.1514
Epoch  12 Batch  364/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8562, Loss: 0.1557
Epoch  12 Batch  365/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8512, Loss: 0.1280
Epoch  12 Batch  366/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8530, Loss: 0.1396
Epoch  12 Batch  367/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8693, Loss: 0.1234
Epoch  12 Batch  368/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8800, Loss: 0.1449
Epoch  12 Batch  369/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8697, Loss: 0.1416
Epoch  12 Batch  370/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8697, Loss: 0.1324
Epoch  12 Batch  371/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8580, Loss: 0.1397
Epoch  12 Batch  372/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8583, Loss: 0.1287
Epoch  12 Batch  373/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8516, Loss: 0.1287
Epoch  12 Batch  374/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8505, Loss: 0.1540
Epoch  12 Batch  375/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8548, Loss: 0.1340
Epoch  12 Batch  376/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8562, Loss: 0.1446
Epoch  12 Batch  377/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8604, Loss: 0.1452
Epoch  12 Batch  378/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8576, Loss: 0.1239
Epoch  12 Batch  379/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8469, Loss: 0.1534
Epoch  12 Batch  380/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8608, Loss: 0.1319
Epoch  12 Batch  381/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8601, Loss: 0.1551
Epoch  12 Batch  382/1077 - Train Accuracy: 0.8601, Validation Accuracy: 0.8601, Loss: 0.1590
Epoch  12 Batch  383/1077 - Train Accuracy: 0.8534, Validation Accuracy: 0.8622, Loss: 0.1500
Epoch  12 Batch  384/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8551, Loss: 0.1361
Epoch  12 Batch  385/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8551, Loss: 0.1388
Epoch  12 Batch  386/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8594, Loss: 0.1407
Epoch  12 Batch  387/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8484, Loss: 0.1381
Epoch  12 Batch  388/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8601, Loss: 0.1504
Epoch  12 Batch  389/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8580, Loss: 0.1395
Epoch  12 Batch  390/1077 - Train Accuracy: 0.8285, Validation Accuracy: 0.8562, Loss: 0.1658
Epoch  12 Batch  391/1077 - Train Accuracy: 0.8583, Validation Accuracy: 0.8551, Loss: 0.1445
Epoch  12 Batch  392/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8654, Loss: 0.1403
Epoch  12 Batch  393/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8601, Loss: 0.1438
Epoch  12 Batch  394/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8590, Loss: 0.1516
Epoch  12 Batch  395/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8612, Loss: 0.1358
Epoch  12 Batch  396/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8604, Loss: 0.1471
Epoch  12 Batch  397/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8590, Loss: 0.1400
Epoch  12 Batch  398/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8661, Loss: 0.1442
Epoch  12 Batch  399/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8665, Loss: 0.1500
Epoch  12 Batch  400/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8597, Loss: 0.1530
Epoch  12 Batch  401/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8615, Loss: 0.1418
Epoch  12 Batch  402/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8661, Loss: 0.1325
Epoch  12 Batch  403/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8707, Loss: 0.1532
Epoch  12 Batch  404/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8651, Loss: 0.1393
Epoch  12 Batch  405/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8668, Loss: 0.1512
Epoch  12 Batch  406/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8700, Loss: 0.1307
Epoch  12 Batch  407/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8690, Loss: 0.1602
Epoch  12 Batch  408/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8686, Loss: 0.1454
Epoch  12 Batch  409/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8612, Loss: 0.1487
Epoch  12 Batch  410/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8572, Loss: 0.1497
Epoch  12 Batch  411/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8594, Loss: 0.1384
Epoch  12 Batch  412/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8555, Loss: 0.1297
Epoch  12 Batch  413/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8654, Loss: 0.1222
Epoch  12 Batch  414/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8665, Loss: 0.1466
Epoch  12 Batch  415/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8654, Loss: 0.1483
Epoch  12 Batch  416/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8622, Loss: 0.1402
Epoch  12 Batch  417/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8647, Loss: 0.1633
Epoch  12 Batch  418/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8594, Loss: 0.1363
Epoch  12 Batch  419/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8683, Loss: 0.1365
Epoch  12 Batch  420/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8761, Loss: 0.1268
Epoch  12 Batch  421/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8718, Loss: 0.1536
Epoch  12 Batch  422/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8690, Loss: 0.1413
Epoch  12 Batch  423/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8626, Loss: 0.1445
Epoch  12 Batch  424/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8615, Loss: 0.1398
Epoch  12 Batch  425/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8608, Loss: 0.1316
Epoch  12 Batch  426/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8665, Loss: 0.1561
Epoch  12 Batch  427/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8565, Loss: 0.1315
Epoch  12 Batch  428/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8562, Loss: 0.1249
Epoch  12 Batch  429/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8626, Loss: 0.1401
Epoch  12 Batch  430/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8629, Loss: 0.1389
Epoch  12 Batch  431/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8569, Loss: 0.1398
Epoch  12 Batch  432/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8462, Loss: 0.1402
Epoch  12 Batch  433/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8519, Loss: 0.1491
Epoch  12 Batch  434/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8477, Loss: 0.1479
Epoch  12 Batch  435/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8530, Loss: 0.1495
Epoch  12 Batch  436/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8565, Loss: 0.1404
Epoch  12 Batch  437/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8615, Loss: 0.1360
Epoch  12 Batch  438/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8597, Loss: 0.1435
Epoch  12 Batch  439/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8519, Loss: 0.1527
Epoch  12 Batch  440/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8505, Loss: 0.1625
Epoch  12 Batch  441/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8587, Loss: 0.1317
Epoch  12 Batch  442/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8580, Loss: 0.1388
Epoch  12 Batch  443/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8544, Loss: 0.1321
Epoch  12 Batch  444/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8530, Loss: 0.1348
Epoch  12 Batch  445/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8572, Loss: 0.1472
Epoch  12 Batch  446/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8576, Loss: 0.1287
Epoch  12 Batch  447/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8576, Loss: 0.1530
Epoch  12 Batch  448/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8480, Loss: 0.1515
Epoch  12 Batch  449/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8494, Loss: 0.1595
Epoch  12 Batch  450/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8441, Loss: 0.1435
Epoch  12 Batch  451/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8462, Loss: 0.1256
Epoch  12 Batch  452/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8512, Loss: 0.1417
Epoch  12 Batch  453/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8643, Loss: 0.1381
Epoch  12 Batch  454/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8626, Loss: 0.1632
Epoch  12 Batch  455/1077 - Train Accuracy: 0.8732, Validation Accuracy: 0.8654, Loss: 0.1304
Epoch  12 Batch  456/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8661, Loss: 0.1424
Epoch  12 Batch  457/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.8601, Loss: 0.1332
Epoch  12 Batch  458/1077 - Train Accuracy: 0.8172, Validation Accuracy: 0.8697, Loss: 0.1506
Epoch  12 Batch  459/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8704, Loss: 0.1377
Epoch  12 Batch  460/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8640, Loss: 0.1425
Epoch  12 Batch  461/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8583, Loss: 0.1395
Epoch  12 Batch  462/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8643, Loss: 0.1409
Epoch  12 Batch  463/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8658, Loss: 0.1410
Epoch  12 Batch  464/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8683, Loss: 0.1368
Epoch  12 Batch  465/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8686, Loss: 0.1662
Epoch  12 Batch  466/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8679, Loss: 0.1368
Epoch  12 Batch  467/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8686, Loss: 0.1495
Epoch  12 Batch  468/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8686, Loss: 0.1376
Epoch  12 Batch  469/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8622, Loss: 0.1466
Epoch  12 Batch  470/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8707, Loss: 0.1452
Epoch  12 Batch  471/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8654, Loss: 0.1319
Epoch  12 Batch  472/1077 - Train Accuracy: 0.8724, Validation Accuracy: 0.8661, Loss: 0.1258
Epoch  12 Batch  473/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8672, Loss: 0.1422
Epoch  12 Batch  474/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8665, Loss: 0.1448
Epoch  12 Batch  475/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8622, Loss: 0.1429
Epoch  12 Batch  476/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8619, Loss: 0.1290
Epoch  12 Batch  477/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8761, Loss: 0.1393
Epoch  12 Batch  478/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8768, Loss: 0.1492
Epoch  12 Batch  479/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8693, Loss: 0.1511
Epoch  12 Batch  480/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8665, Loss: 0.1385
Epoch  12 Batch  481/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8690, Loss: 0.1331
Epoch  12 Batch  482/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8636, Loss: 0.1633
Epoch  12 Batch  483/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8548, Loss: 0.1528
Epoch  12 Batch  484/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8548, Loss: 0.1400
Epoch  12 Batch  485/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8494, Loss: 0.1437
Epoch  12 Batch  486/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8544, Loss: 0.1338
Epoch  12 Batch  487/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8633, Loss: 0.1391
Epoch  12 Batch  488/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8675, Loss: 0.1276
Epoch  12 Batch  489/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8615, Loss: 0.1260
Epoch  12 Batch  490/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8569, Loss: 0.1409
Epoch  12 Batch  491/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8619, Loss: 0.1492
Epoch  12 Batch  492/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8622, Loss: 0.1485
Epoch  12 Batch  493/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8690, Loss: 0.1278
Epoch  12 Batch  494/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8668, Loss: 0.1322
Epoch  12 Batch  495/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8693, Loss: 0.1275
Epoch  12 Batch  496/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8679, Loss: 0.1367
Epoch  12 Batch  497/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8636, Loss: 0.1406
Epoch  12 Batch  498/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8686, Loss: 0.1385
Epoch  12 Batch  499/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8612, Loss: 0.1314
Epoch  12 Batch  500/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8562, Loss: 0.1309
Epoch  12 Batch  501/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8587, Loss: 0.1396
Epoch  12 Batch  502/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8665, Loss: 0.1413
Epoch  12 Batch  503/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8679, Loss: 0.1329
Epoch  12 Batch  504/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8679, Loss: 0.1431
Epoch  12 Batch  505/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8679, Loss: 0.1231
Epoch  12 Batch  506/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8704, Loss: 0.1451
Epoch  12 Batch  507/1077 - Train Accuracy: 0.8137, Validation Accuracy: 0.8665, Loss: 0.1383
Epoch  12 Batch  508/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8622, Loss: 0.1384
Epoch  12 Batch  509/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8569, Loss: 0.1546
Epoch  12 Batch  510/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8498, Loss: 0.1397
Epoch  12 Batch  511/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8530, Loss: 0.1406
Epoch  12 Batch  512/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8615, Loss: 0.1302
Epoch  12 Batch  513/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8672, Loss: 0.1386
Epoch  12 Batch  514/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8722, Loss: 0.1461
Epoch  12 Batch  515/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8654, Loss: 0.1467
Epoch  12 Batch  516/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8647, Loss: 0.1229
Epoch  12 Batch  517/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.1420
Epoch  12 Batch  518/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.1303
Epoch  12 Batch  519/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8654, Loss: 0.1373
Epoch  12 Batch  520/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8654, Loss: 0.1252
Epoch  12 Batch  521/1077 - Train Accuracy: 0.8482, Validation Accuracy: 0.8654, Loss: 0.1356
Epoch  12 Batch  522/1077 - Train Accuracy: 0.8059, Validation Accuracy: 0.8629, Loss: 0.1627
Epoch  12 Batch  523/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8619, Loss: 0.1435
Epoch  12 Batch  524/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8633, Loss: 0.1463
Epoch  12 Batch  525/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8711, Loss: 0.1348
Epoch  12 Batch  526/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8654, Loss: 0.1274
Epoch  12 Batch  527/1077 - Train Accuracy: 0.8384, Validation Accuracy: 0.8654, Loss: 0.1366
Epoch  12 Batch  528/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8654, Loss: 0.1380
Epoch  12 Batch  529/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8654, Loss: 0.1302
Epoch  12 Batch  530/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8668, Loss: 0.1449
Epoch  12 Batch  531/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8626, Loss: 0.1371
Epoch  12 Batch  532/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8636, Loss: 0.1646
Epoch  12 Batch  533/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8608, Loss: 0.1390
Epoch  12 Batch  534/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8686, Loss: 0.1518
Epoch  12 Batch  535/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8672, Loss: 0.1356
Epoch  12 Batch  536/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8661, Loss: 0.1366
Epoch  12 Batch  537/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8683, Loss: 0.1384
Epoch  12 Batch  538/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8643, Loss: 0.1258
Epoch  12 Batch  539/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8643, Loss: 0.1557
Epoch  12 Batch  540/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8604, Loss: 0.1209
Epoch  12 Batch  541/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8654, Loss: 0.1434
Epoch  12 Batch  542/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8640, Loss: 0.1333
Epoch  12 Batch  543/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8533, Loss: 0.1323
Epoch  12 Batch  544/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8523, Loss: 0.1308
Epoch  12 Batch  545/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8526, Loss: 0.1515
Epoch  12 Batch  546/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8619, Loss: 0.1422
Epoch  12 Batch  547/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8647, Loss: 0.1298
Epoch  12 Batch  548/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8597, Loss: 0.1535
Epoch  12 Batch  549/1077 - Train Accuracy: 0.8207, Validation Accuracy: 0.8562, Loss: 0.1559
Epoch  12 Batch  550/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8622, Loss: 0.1432
Epoch  12 Batch  551/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8636, Loss: 0.1542
Epoch  12 Batch  552/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8576, Loss: 0.1500
Epoch  12 Batch  553/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8647, Loss: 0.1465
Epoch  12 Batch  554/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8647, Loss: 0.1459
Epoch  12 Batch  555/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8651, Loss: 0.1387
Epoch  12 Batch  556/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8668, Loss: 0.1330
Epoch  12 Batch  557/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8651, Loss: 0.1343
Epoch  12 Batch  558/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8675, Loss: 0.1268
Epoch  12 Batch  559/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8658, Loss: 0.1327
Epoch  12 Batch  560/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8764, Loss: 0.1305
Epoch  12 Batch  561/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8725, Loss: 0.1332
Epoch  12 Batch  562/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8757, Loss: 0.1204
Epoch  12 Batch  563/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8661, Loss: 0.1465
Epoch  12 Batch  564/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8647, Loss: 0.1533
Epoch  12 Batch  565/1077 - Train Accuracy: 0.8616, Validation Accuracy: 0.8683, Loss: 0.1539
Epoch  12 Batch  566/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8739, Loss: 0.1552
Epoch  12 Batch  567/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8707, Loss: 0.1395
Epoch  12 Batch  568/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8679, Loss: 0.1312
Epoch  12 Batch  569/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8686, Loss: 0.1485
Epoch  12 Batch  570/1077 - Train Accuracy: 0.8442, Validation Accuracy: 0.8729, Loss: 0.1452
Epoch  12 Batch  571/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8789, Loss: 0.1321
Epoch  12 Batch  572/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8796, Loss: 0.1231
Epoch  12 Batch  573/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8814, Loss: 0.1608
Epoch  12 Batch  574/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8736, Loss: 0.1373
Epoch  12 Batch  575/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8736, Loss: 0.1314
Epoch  12 Batch  576/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8754, Loss: 0.1357
Epoch  12 Batch  577/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1359
Epoch  12 Batch  578/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8707, Loss: 0.1445
Epoch  12 Batch  579/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8718, Loss: 0.1323
Epoch  12 Batch  580/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8757, Loss: 0.1216
Epoch  12 Batch  581/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8668, Loss: 0.1319
Epoch  12 Batch  582/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8697, Loss: 0.1408
Epoch  12 Batch  583/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8672, Loss: 0.1582
Epoch  12 Batch  584/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8675, Loss: 0.1304
Epoch  12 Batch  585/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8704, Loss: 0.1229
Epoch  12 Batch  586/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8651, Loss: 0.1329
Epoch  12 Batch  587/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8714, Loss: 0.1402
Epoch  12 Batch  588/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8711, Loss: 0.1312
Epoch  12 Batch  589/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8665, Loss: 0.1306
Epoch  12 Batch  590/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8736, Loss: 0.1520
Epoch  12 Batch  591/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8658, Loss: 0.1217
Epoch  12 Batch  592/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8651, Loss: 0.1421
Epoch  12 Batch  593/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8693, Loss: 0.1490
Epoch  12 Batch  594/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8718, Loss: 0.1525
Epoch  12 Batch  595/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8771, Loss: 0.1362
Epoch  12 Batch  596/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8814, Loss: 0.1429
Epoch  12 Batch  597/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8714, Loss: 0.1404
Epoch  12 Batch  598/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8665, Loss: 0.1297
Epoch  12 Batch  599/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8800, Loss: 0.1700
Epoch  12 Batch  600/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8835, Loss: 0.1428
Epoch  12 Batch  601/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8786, Loss: 0.1417
Epoch  12 Batch  602/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8828, Loss: 0.1416
Epoch  12 Batch  603/1077 - Train Accuracy: 0.8571, Validation Accuracy: 0.8754, Loss: 0.1450
Epoch  12 Batch  604/1077 - Train Accuracy: 0.8438, Validation Accuracy: 0.8658, Loss: 0.1605
Epoch  12 Batch  605/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8629, Loss: 0.1492
Epoch  12 Batch  606/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8626, Loss: 0.1227
Epoch  12 Batch  607/1077 - Train Accuracy: 0.8860, Validation Accuracy: 0.8544, Loss: 0.1354
Epoch  12 Batch  608/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8615, Loss: 0.1495
Epoch  12 Batch  609/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8626, Loss: 0.1437
Epoch  12 Batch  610/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8633, Loss: 0.1469
Epoch  12 Batch  611/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8686, Loss: 0.1452
Epoch  12 Batch  612/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8615, Loss: 0.1225
Epoch  12 Batch  613/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8615, Loss: 0.1494
Epoch  12 Batch  614/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8604, Loss: 0.1359
Epoch  12 Batch  615/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8615, Loss: 0.1341
Epoch  12 Batch  616/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8612, Loss: 0.1457
Epoch  12 Batch  617/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8537, Loss: 0.1365
Epoch  12 Batch  618/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8501, Loss: 0.1430
Epoch  12 Batch  619/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8519, Loss: 0.1312
Epoch  12 Batch  620/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8583, Loss: 0.1289
Epoch  12 Batch  621/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8722, Loss: 0.1384
Epoch  12 Batch  622/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8672, Loss: 0.1544
Epoch  12 Batch  623/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8661, Loss: 0.1459
Epoch  12 Batch  624/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8576, Loss: 0.1280
Epoch  12 Batch  625/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8683, Loss: 0.1316
Epoch  12 Batch  626/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8675, Loss: 0.1234
Epoch  12 Batch  627/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8594, Loss: 0.1317
Epoch  12 Batch  628/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8594, Loss: 0.1472
Epoch  12 Batch  629/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8615, Loss: 0.1391
Epoch  12 Batch  630/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8640, Loss: 0.1297
Epoch  12 Batch  631/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8686, Loss: 0.1330
Epoch  12 Batch  632/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8665, Loss: 0.1386
Epoch  12 Batch  633/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8612, Loss: 0.1428
Epoch  12 Batch  634/1077 - Train Accuracy: 0.8620, Validation Accuracy: 0.8604, Loss: 0.1244
Epoch  12 Batch  635/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8583, Loss: 0.1560
Epoch  12 Batch  636/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8587, Loss: 0.1327
Epoch  12 Batch  637/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8608, Loss: 0.1446
Epoch  12 Batch  638/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8615, Loss: 0.1263
Epoch  12 Batch  639/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8597, Loss: 0.1498
Epoch  12 Batch  640/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8569, Loss: 0.1325
Epoch  12 Batch  641/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8672, Loss: 0.1289
Epoch  12 Batch  642/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8647, Loss: 0.1357
Epoch  12 Batch  643/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8697, Loss: 0.1155
Epoch  12 Batch  644/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8686, Loss: 0.1302
Epoch  12 Batch  645/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8732, Loss: 0.1403
Epoch  12 Batch  646/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8693, Loss: 0.1296
Epoch  12 Batch  647/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8622, Loss: 0.1433
Epoch  12 Batch  648/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8643, Loss: 0.1311
Epoch  12 Batch  649/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8594, Loss: 0.1367
Epoch  12 Batch  650/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8604, Loss: 0.1404
Epoch  12 Batch  651/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8601, Loss: 0.1323
Epoch  12 Batch  652/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8569, Loss: 0.1445
Epoch  12 Batch  653/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8665, Loss: 0.1450
Epoch  12 Batch  654/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8594, Loss: 0.1373
Epoch  12 Batch  655/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8629, Loss: 0.1532
Epoch  12 Batch  656/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8704, Loss: 0.1403
Epoch  12 Batch  657/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8661, Loss: 0.1523
Epoch  12 Batch  658/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8604, Loss: 0.1232
Epoch  12 Batch  659/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8647, Loss: 0.1438
Epoch  12 Batch  660/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8686, Loss: 0.1406
Epoch  12 Batch  661/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8686, Loss: 0.1331
Epoch  12 Batch  662/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8736, Loss: 0.1223
Epoch  12 Batch  663/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8704, Loss: 0.1192
Epoch  12 Batch  664/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8700, Loss: 0.1334
Epoch  12 Batch  665/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8817, Loss: 0.1272
Epoch  12 Batch  666/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8821, Loss: 0.1383
Epoch  12 Batch  667/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8835, Loss: 0.1497
Epoch  12 Batch  668/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8789, Loss: 0.1275
Epoch  12 Batch  669/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8683, Loss: 0.1277
Epoch  12 Batch  670/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8601, Loss: 0.1255
Epoch  12 Batch  671/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8690, Loss: 0.1464
Epoch  12 Batch  672/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8693, Loss: 0.1324
Epoch  12 Batch  673/1077 - Train Accuracy: 0.8702, Validation Accuracy: 0.8686, Loss: 0.1285
Epoch  12 Batch  674/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8700, Loss: 0.1353
Epoch  12 Batch  675/1077 - Train Accuracy: 0.8728, Validation Accuracy: 0.8690, Loss: 0.1399
Epoch  12 Batch  676/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8633, Loss: 0.1385
Epoch  12 Batch  677/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8665, Loss: 0.1520
Epoch  12 Batch  678/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8764, Loss: 0.1293
Epoch  12 Batch  679/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8700, Loss: 0.1446
Epoch  12 Batch  680/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8679, Loss: 0.1442
Epoch  12 Batch  681/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8675, Loss: 0.1337
Epoch  12 Batch  682/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8651, Loss: 0.1379
Epoch  12 Batch  683/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8661, Loss: 0.1220
Epoch  12 Batch  684/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8594, Loss: 0.1306
Epoch  12 Batch  685/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8636, Loss: 0.1401
Epoch  12 Batch  686/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8704, Loss: 0.1242
Epoch  12 Batch  687/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8718, Loss: 0.1479
Epoch  12 Batch  688/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8665, Loss: 0.1240
Epoch  12 Batch  689/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8619, Loss: 0.1234
Epoch  12 Batch  690/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8640, Loss: 0.1351
Epoch  12 Batch  691/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8690, Loss: 0.1512
Epoch  12 Batch  692/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8633, Loss: 0.1205
Epoch  12 Batch  693/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8668, Loss: 0.1694
Epoch  12 Batch  694/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8619, Loss: 0.1350
Epoch  12 Batch  695/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8619, Loss: 0.1220
Epoch  12 Batch  696/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8729, Loss: 0.1438
Epoch  12 Batch  697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8732, Loss: 0.1277
Epoch  12 Batch  698/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8729, Loss: 0.1315
Epoch  12 Batch  699/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8729, Loss: 0.1352
Epoch  12 Batch  700/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8736, Loss: 0.1269
Epoch  12 Batch  701/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8732, Loss: 0.1407
Epoch  12 Batch  702/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8782, Loss: 0.1447
Epoch  12 Batch  703/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8775, Loss: 0.1426
Epoch  12 Batch  704/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8722, Loss: 0.1465
Epoch  12 Batch  705/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1475
Epoch  12 Batch  706/1077 - Train Accuracy: 0.8274, Validation Accuracy: 0.8619, Loss: 0.1530
Epoch  12 Batch  707/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8619, Loss: 0.1375
Epoch  12 Batch  708/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8672, Loss: 0.1336
Epoch  12 Batch  709/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8661, Loss: 0.1552
Epoch  12 Batch  710/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8604, Loss: 0.1338
Epoch  12 Batch  711/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8693, Loss: 0.1596
Epoch  12 Batch  712/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8622, Loss: 0.1250
Epoch  12 Batch  713/1077 - Train Accuracy: 0.8647, Validation Accuracy: 0.8580, Loss: 0.1270
Epoch  12 Batch  714/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8704, Loss: 0.1492
Epoch  12 Batch  715/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8565, Loss: 0.1454
Epoch  12 Batch  716/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8714, Loss: 0.1255
Epoch  12 Batch  717/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8562, Loss: 0.1312
Epoch  12 Batch  718/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8658, Loss: 0.1396
Epoch  12 Batch  719/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8569, Loss: 0.1388
Epoch  12 Batch  720/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8725, Loss: 0.1579
Epoch  12 Batch  721/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8750, Loss: 0.1412
Epoch  12 Batch  722/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8693, Loss: 0.1321
Epoch  12 Batch  723/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8615, Loss: 0.1395
Epoch  12 Batch  724/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8700, Loss: 0.1394
Epoch  12 Batch  725/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.1274
Epoch  12 Batch  726/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8643, Loss: 0.1338
Epoch  12 Batch  727/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8651, Loss: 0.1191
Epoch  12 Batch  728/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8619, Loss: 0.1464
Epoch  12 Batch  729/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8686, Loss: 0.1484
Epoch  12 Batch  730/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8633, Loss: 0.1436
Epoch  12 Batch  731/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8626, Loss: 0.1420
Epoch  12 Batch  732/1077 - Train Accuracy: 0.8544, Validation Accuracy: 0.8551, Loss: 0.1448
Epoch  12 Batch  733/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8576, Loss: 0.1428
Epoch  12 Batch  734/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8693, Loss: 0.1483
Epoch  12 Batch  735/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8722, Loss: 0.1355
Epoch  12 Batch  736/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8800, Loss: 0.1230
Epoch  12 Batch  737/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8743, Loss: 0.1441
Epoch  12 Batch  738/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8729, Loss: 0.1191
Epoch  12 Batch  739/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8690, Loss: 0.1241
Epoch  12 Batch  740/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8828, Loss: 0.1239
Epoch  12 Batch  741/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8743, Loss: 0.1418
Epoch  12 Batch  742/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8668, Loss: 0.1289
Epoch  12 Batch  743/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8700, Loss: 0.1360
Epoch  12 Batch  744/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8633, Loss: 0.1239
Epoch  12 Batch  745/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8629, Loss: 0.1339
Epoch  12 Batch  746/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8629, Loss: 0.1276
Epoch  12 Batch  747/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8587, Loss: 0.1122
Epoch  12 Batch  748/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8604, Loss: 0.1236
Epoch  12 Batch  749/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8707, Loss: 0.1379
Epoch  12 Batch  750/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8697, Loss: 0.1337
Epoch  12 Batch  751/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8661, Loss: 0.1246
Epoch  12 Batch  752/1077 - Train Accuracy: 0.8597, Validation Accuracy: 0.8594, Loss: 0.1238
Epoch  12 Batch  753/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8615, Loss: 0.1252
Epoch  12 Batch  754/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8679, Loss: 0.1486
Epoch  12 Batch  755/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8580, Loss: 0.1382
Epoch  12 Batch  756/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8672, Loss: 0.1368
Epoch  12 Batch  757/1077 - Train Accuracy: 0.8610, Validation Accuracy: 0.8697, Loss: 0.1409
Epoch  12 Batch  758/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8654, Loss: 0.1210
Epoch  12 Batch  759/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8608, Loss: 0.1243
Epoch  12 Batch  760/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8626, Loss: 0.1465
Epoch  12 Batch  761/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8572, Loss: 0.1362
Epoch  12 Batch  762/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8643, Loss: 0.1220
Epoch  12 Batch  763/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8636, Loss: 0.1225
Epoch  12 Batch  764/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8686, Loss: 0.1296
Epoch  12 Batch  765/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8626, Loss: 0.1292
Epoch  12 Batch  766/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8533, Loss: 0.1387
Epoch  12 Batch  767/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8675, Loss: 0.1324
Epoch  12 Batch  768/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8683, Loss: 0.1368
Epoch  12 Batch  769/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8697, Loss: 0.1290
Epoch  12 Batch  770/1077 - Train Accuracy: 0.8393, Validation Accuracy: 0.8661, Loss: 0.1285
Epoch  12 Batch  771/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8569, Loss: 0.1302
Epoch  12 Batch  772/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8548, Loss: 0.1237
Epoch  12 Batch  773/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8512, Loss: 0.1207
Epoch  12 Batch  774/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8643, Loss: 0.1409
Epoch  12 Batch  775/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8736, Loss: 0.1304
Epoch  12 Batch  776/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8707, Loss: 0.1283
Epoch  12 Batch  777/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8569, Loss: 0.1305
Epoch  12 Batch  778/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8551, Loss: 0.1257
Epoch  12 Batch  779/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8608, Loss: 0.1314
Epoch  12 Batch  780/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8690, Loss: 0.1525
Epoch  12 Batch  781/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8690, Loss: 0.1149
Epoch  12 Batch  782/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8675, Loss: 0.1293
Epoch  12 Batch  783/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8754, Loss: 0.1445
Epoch  12 Batch  784/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8704, Loss: 0.1145
Epoch  12 Batch  785/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8647, Loss: 0.1223
Epoch  12 Batch  786/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8651, Loss: 0.1453
Epoch  12 Batch  787/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8622, Loss: 0.1145
Epoch  12 Batch  788/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8640, Loss: 0.1302
Epoch  12 Batch  789/1077 - Train Accuracy: 0.8466, Validation Accuracy: 0.8729, Loss: 0.1382
Epoch  12 Batch  790/1077 - Train Accuracy: 0.8168, Validation Accuracy: 0.8764, Loss: 0.1513
Epoch  12 Batch  791/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8764, Loss: 0.1520
Epoch  12 Batch  792/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8789, Loss: 0.1455
Epoch  12 Batch  793/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8864, Loss: 0.1325
Epoch  12 Batch  794/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8849, Loss: 0.1314
Epoch  12 Batch  795/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8853, Loss: 0.1417
Epoch  12 Batch  796/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8853, Loss: 0.1344
Epoch  12 Batch  797/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.1301
Epoch  12 Batch  798/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8878, Loss: 0.1354
Epoch  12 Batch  799/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8761, Loss: 0.1554
Epoch  12 Batch  800/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8754, Loss: 0.1285
Epoch  12 Batch  801/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8778, Loss: 0.1384
Epoch  12 Batch  802/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8700, Loss: 0.1395
Epoch  12 Batch  803/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8693, Loss: 0.1374
Epoch  12 Batch  804/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8718, Loss: 0.1277
Epoch  12 Batch  805/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8697, Loss: 0.1381
Epoch  12 Batch  806/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8683, Loss: 0.1232
Epoch  12 Batch  807/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8544, Loss: 0.1171
Epoch  12 Batch  808/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8548, Loss: 0.1532
Epoch  12 Batch  809/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8622, Loss: 0.1584
Epoch  12 Batch  810/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8608, Loss: 0.1231
Epoch  12 Batch  811/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8711, Loss: 0.1291
Epoch  12 Batch  812/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8615, Loss: 0.1413
Epoch  12 Batch  813/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8633, Loss: 0.1359
Epoch  12 Batch  814/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8672, Loss: 0.1459
Epoch  12 Batch  815/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8661, Loss: 0.1310
Epoch  12 Batch  816/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8683, Loss: 0.1347
Epoch  12 Batch  817/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8704, Loss: 0.1411
Epoch  12 Batch  818/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8604, Loss: 0.1332
Epoch  12 Batch  819/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8679, Loss: 0.1291
Epoch  12 Batch  820/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8729, Loss: 0.1387
Epoch  12 Batch  821/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8803, Loss: 0.1248
Epoch  12 Batch  822/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8700, Loss: 0.1321
Epoch  12 Batch  823/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8608, Loss: 0.1308
Epoch  12 Batch  824/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8711, Loss: 0.1368
Epoch  12 Batch  825/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8764, Loss: 0.1223
Epoch  12 Batch  826/1077 - Train Accuracy: 0.8519, Validation Accuracy: 0.8754, Loss: 0.1243
Epoch  12 Batch  827/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8736, Loss: 0.1290
Epoch  12 Batch  828/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8729, Loss: 0.1348
Epoch  12 Batch  829/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8654, Loss: 0.1493
Epoch  12 Batch  830/1077 - Train Accuracy: 0.8445, Validation Accuracy: 0.8693, Loss: 0.1341
Epoch  12 Batch  831/1077 - Train Accuracy: 0.8332, Validation Accuracy: 0.8626, Loss: 0.1336
Epoch  12 Batch  832/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8697, Loss: 0.1270
Epoch  12 Batch  833/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8608, Loss: 0.1294
Epoch  12 Batch  834/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8690, Loss: 0.1361
Epoch  12 Batch  835/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8565, Loss: 0.1339
Epoch  12 Batch  836/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8668, Loss: 0.1339
Epoch  12 Batch  837/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8707, Loss: 0.1415
Epoch  12 Batch  838/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8565, Loss: 0.1245
Epoch  12 Batch  839/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8480, Loss: 0.1248
Epoch  12 Batch  840/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8540, Loss: 0.1254
Epoch  12 Batch  841/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8601, Loss: 0.1397
Epoch  12 Batch  842/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8615, Loss: 0.1178
Epoch  12 Batch  843/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8601, Loss: 0.1212
Epoch  12 Batch  844/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8604, Loss: 0.1272
Epoch  12 Batch  845/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8583, Loss: 0.1292
Epoch  12 Batch  846/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8704, Loss: 0.1391
Epoch  12 Batch  847/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8679, Loss: 0.1352
Epoch  12 Batch  848/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8622, Loss: 0.1258
Epoch  12 Batch  849/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8654, Loss: 0.1180
Epoch  12 Batch  850/1077 - Train Accuracy: 0.8568, Validation Accuracy: 0.8754, Loss: 0.1575
Epoch  12 Batch  851/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8775, Loss: 0.1359
Epoch  12 Batch  852/1077 - Train Accuracy: 0.8570, Validation Accuracy: 0.8704, Loss: 0.1496
Epoch  12 Batch  853/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8725, Loss: 0.1270
Epoch  12 Batch  854/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8743, Loss: 0.1421
Epoch  12 Batch  855/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8686, Loss: 0.1394
Epoch  12 Batch  856/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8640, Loss: 0.1343
Epoch  12 Batch  857/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8604, Loss: 0.1303
Epoch  12 Batch  858/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8608, Loss: 0.1270
Epoch  12 Batch  859/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8608, Loss: 0.1386
Epoch  12 Batch  860/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8612, Loss: 0.1354
Epoch  12 Batch  861/1077 - Train Accuracy: 0.8574, Validation Accuracy: 0.8558, Loss: 0.1295
Epoch  12 Batch  862/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8555, Loss: 0.1236
Epoch  12 Batch  863/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8597, Loss: 0.1159
Epoch  12 Batch  864/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8633, Loss: 0.1322
Epoch  12 Batch  865/1077 - Train Accuracy: 0.8967, Validation Accuracy: 0.8601, Loss: 0.1249
Epoch  12 Batch  866/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8590, Loss: 0.1323
Epoch  12 Batch  867/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8597, Loss: 0.1833
Epoch  12 Batch  868/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8647, Loss: 0.1284
Epoch  12 Batch  869/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8658, Loss: 0.1369
Epoch  12 Batch  870/1077 - Train Accuracy: 0.8536, Validation Accuracy: 0.8636, Loss: 0.1456
Epoch  12 Batch  871/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8647, Loss: 0.1231
Epoch  12 Batch  872/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8683, Loss: 0.1193
Epoch  12 Batch  873/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8604, Loss: 0.1327
Epoch  12 Batch  874/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8608, Loss: 0.1377
Epoch  12 Batch  875/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8604, Loss: 0.1291
Epoch  12 Batch  876/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8587, Loss: 0.1247
Epoch  12 Batch  877/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8608, Loss: 0.1160
Epoch  12 Batch  878/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8608, Loss: 0.1249
Epoch  12 Batch  879/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8619, Loss: 0.1120
Epoch  12 Batch  880/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8643, Loss: 0.1355
Epoch  12 Batch  881/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8700, Loss: 0.1358
Epoch  12 Batch  882/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8665, Loss: 0.1582
Epoch  12 Batch  883/1077 - Train Accuracy: 0.8532, Validation Accuracy: 0.8572, Loss: 0.1628
Epoch  12 Batch  884/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8462, Loss: 0.1200
Epoch  12 Batch  885/1077 - Train Accuracy: 0.8885, Validation Accuracy: 0.8558, Loss: 0.1102
Epoch  12 Batch  886/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8619, Loss: 0.1281
Epoch  12 Batch  887/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8647, Loss: 0.1448
Epoch  12 Batch  888/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8445, Loss: 0.1424
Epoch  12 Batch  889/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8512, Loss: 0.1371
Epoch  12 Batch  890/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8416, Loss: 0.1298
Epoch  12 Batch  891/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8565, Loss: 0.1335
Epoch  12 Batch  892/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8544, Loss: 0.1197
Epoch  12 Batch  893/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8661, Loss: 0.1485
Epoch  12 Batch  894/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8636, Loss: 0.1206
Epoch  12 Batch  895/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8459, Loss: 0.1446
Epoch  12 Batch  896/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8647, Loss: 0.1461
Epoch  12 Batch  897/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8555, Loss: 0.1165
Epoch  12 Batch  898/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8587, Loss: 0.1181
Epoch  12 Batch  899/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8697, Loss: 0.1412
Epoch  12 Batch  900/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8683, Loss: 0.1365
Epoch  12 Batch  901/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8601, Loss: 0.1513
Epoch  12 Batch  902/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8672, Loss: 0.1534
Epoch  12 Batch  903/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8636, Loss: 0.1247
Epoch  12 Batch  904/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8658, Loss: 0.1247
Epoch  12 Batch  905/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8661, Loss: 0.1271
Epoch  12 Batch  906/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8636, Loss: 0.1141
Epoch  12 Batch  907/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8604, Loss: 0.1251
Epoch  12 Batch  908/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8643, Loss: 0.1389
Epoch  12 Batch  909/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8661, Loss: 0.1389
Epoch  12 Batch  910/1077 - Train Accuracy: 0.8564, Validation Accuracy: 0.8612, Loss: 0.1315
Epoch  12 Batch  911/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8540, Loss: 0.1375
Epoch  12 Batch  912/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8548, Loss: 0.1382
Epoch  12 Batch  913/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8672, Loss: 0.1509
Epoch  12 Batch  914/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8732, Loss: 0.1490
Epoch  12 Batch  915/1077 - Train Accuracy: 0.8565, Validation Accuracy: 0.8704, Loss: 0.1374
Epoch  12 Batch  916/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8704, Loss: 0.1378
Epoch  12 Batch  917/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8668, Loss: 0.1271
Epoch  12 Batch  918/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8729, Loss: 0.1248
Epoch  12 Batch  919/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8629, Loss: 0.1195
Epoch  12 Batch  920/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8612, Loss: 0.1388
Epoch  12 Batch  921/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8629, Loss: 0.1355
Epoch  12 Batch  922/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8707, Loss: 0.1272
Epoch  12 Batch  923/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8711, Loss: 0.1338
Epoch  12 Batch  924/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8562, Loss: 0.1413
Epoch  12 Batch  925/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8697, Loss: 0.1257
Epoch  12 Batch  926/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8690, Loss: 0.1466
Epoch  12 Batch  927/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8711, Loss: 0.1336
Epoch  12 Batch  928/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8739, Loss: 0.1295
Epoch  12 Batch  929/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8661, Loss: 0.1387
Epoch  12 Batch  930/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8612, Loss: 0.1145
Epoch  12 Batch  931/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8683, Loss: 0.1316
Epoch  12 Batch  932/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8633, Loss: 0.1343
Epoch  12 Batch  933/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8690, Loss: 0.1244
Epoch  12 Batch  934/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8686, Loss: 0.1294
Epoch  12 Batch  935/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8661, Loss: 0.1345
Epoch  12 Batch  936/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8711, Loss: 0.1346
Epoch  12 Batch  937/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8665, Loss: 0.1486
Epoch  12 Batch  938/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8675, Loss: 0.1327
Epoch  12 Batch  939/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8675, Loss: 0.1310
Epoch  12 Batch  940/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8746, Loss: 0.1221
Epoch  12 Batch  941/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8583, Loss: 0.1142
Epoch  12 Batch  942/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8615, Loss: 0.1420
Epoch  12 Batch  943/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8615, Loss: 0.1328
Epoch  12 Batch  944/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8697, Loss: 0.1201
Epoch  12 Batch  945/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8597, Loss: 0.1191
Epoch  12 Batch  946/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8711, Loss: 0.1192
Epoch  12 Batch  947/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8714, Loss: 0.1415
Epoch  12 Batch  948/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8665, Loss: 0.1271
Epoch  12 Batch  949/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8693, Loss: 0.1095
Epoch  12 Batch  950/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8647, Loss: 0.1160
Epoch  12 Batch  951/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8608, Loss: 0.1269
Epoch  12 Batch  952/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8661, Loss: 0.1223
Epoch  12 Batch  953/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8754, Loss: 0.1188
Epoch  12 Batch  954/1077 - Train Accuracy: 0.8426, Validation Accuracy: 0.8643, Loss: 0.1399
Epoch  12 Batch  955/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8697, Loss: 0.1316
Epoch  12 Batch  956/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8622, Loss: 0.1327
Epoch  12 Batch  957/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8768, Loss: 0.1186
Epoch  12 Batch  958/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8796, Loss: 0.1366
Epoch  12 Batch  959/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8789, Loss: 0.1297
Epoch  12 Batch  960/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8853, Loss: 0.1267
Epoch  12 Batch  961/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8814, Loss: 0.1251
Epoch  12 Batch  962/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8622, Loss: 0.1245
Epoch  12 Batch  963/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8576, Loss: 0.1494
Epoch  12 Batch  964/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8654, Loss: 0.1177
Epoch  12 Batch  965/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8693, Loss: 0.1449
Epoch  12 Batch  966/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8711, Loss: 0.1100
Epoch  12 Batch  967/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8757, Loss: 0.1268
Epoch  12 Batch  968/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8814, Loss: 0.1489
Epoch  12 Batch  969/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8871, Loss: 0.1510
Epoch  12 Batch  970/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8857, Loss: 0.1384
Epoch  12 Batch  971/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8853, Loss: 0.1285
Epoch  12 Batch  972/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8789, Loss: 0.1275
Epoch  12 Batch  973/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8750, Loss: 0.1086
Epoch  12 Batch  974/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8675, Loss: 0.1231
Epoch  12 Batch  975/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8672, Loss: 0.1261
Epoch  12 Batch  976/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8675, Loss: 0.1208
Epoch  12 Batch  977/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8647, Loss: 0.1141
Epoch  12 Batch  978/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8768, Loss: 0.1340
Epoch  12 Batch  979/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8786, Loss: 0.1333
Epoch  12 Batch  980/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8714, Loss: 0.1413
Epoch  12 Batch  981/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8661, Loss: 0.1294
Epoch  12 Batch  982/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8665, Loss: 0.1251
Epoch  12 Batch  983/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8619, Loss: 0.1355
Epoch  12 Batch  984/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8651, Loss: 0.1366
Epoch  12 Batch  985/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8707, Loss: 0.1241
Epoch  12 Batch  986/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8722, Loss: 0.1201
Epoch  12 Batch  987/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8619, Loss: 0.1194
Epoch  12 Batch  988/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8643, Loss: 0.1261
Epoch  12 Batch  989/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8722, Loss: 0.1472
Epoch  12 Batch  990/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8665, Loss: 0.1426
Epoch  12 Batch  991/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8761, Loss: 0.1299
Epoch  12 Batch  992/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8750, Loss: 0.1328
Epoch  12 Batch  993/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8700, Loss: 0.1074
Epoch  12 Batch  994/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8736, Loss: 0.1177
Epoch  12 Batch  995/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8732, Loss: 0.1177
Epoch  12 Batch  996/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8775, Loss: 0.1247
Epoch  12 Batch  997/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8722, Loss: 0.1276
Epoch  12 Batch  998/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8725, Loss: 0.1263
Epoch  12 Batch  999/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8768, Loss: 0.1387
Epoch  12 Batch 1000/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8764, Loss: 0.1216
Epoch  12 Batch 1001/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8768, Loss: 0.1131
Epoch  12 Batch 1002/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8714, Loss: 0.1171
Epoch  12 Batch 1003/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8672, Loss: 0.1228
Epoch  12 Batch 1004/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8661, Loss: 0.1318
Epoch  12 Batch 1005/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8757, Loss: 0.1321
Epoch  12 Batch 1006/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8782, Loss: 0.1143
Epoch  12 Batch 1007/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8679, Loss: 0.1151
Epoch  12 Batch 1008/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8612, Loss: 0.1307
Epoch  12 Batch 1009/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8615, Loss: 0.1135
Epoch  12 Batch 1010/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8658, Loss: 0.1271
Epoch  12 Batch 1011/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8746, Loss: 0.1278
Epoch  12 Batch 1012/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8828, Loss: 0.1104
Epoch  12 Batch 1013/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8782, Loss: 0.1132
Epoch  12 Batch 1014/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8771, Loss: 0.1281
Epoch  12 Batch 1015/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8722, Loss: 0.1523
Epoch  12 Batch 1016/1077 - Train Accuracy: 0.8538, Validation Accuracy: 0.8778, Loss: 0.1448
Epoch  12 Batch 1017/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8725, Loss: 0.1234
Epoch  12 Batch 1018/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8736, Loss: 0.1321
Epoch  12 Batch 1019/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8626, Loss: 0.1404
Epoch  12 Batch 1020/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8576, Loss: 0.1171
Epoch  12 Batch 1021/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8608, Loss: 0.1395
Epoch  12 Batch 1022/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8707, Loss: 0.1182
Epoch  12 Batch 1023/1077 - Train Accuracy: 0.8782, Validation Accuracy: 0.8725, Loss: 0.1229
Epoch  12 Batch 1024/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8718, Loss: 0.1366
Epoch  12 Batch 1025/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8700, Loss: 0.1293
Epoch  12 Batch 1026/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8711, Loss: 0.1244
Epoch  12 Batch 1027/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8739, Loss: 0.1322
Epoch  12 Batch 1028/1077 - Train Accuracy: 0.8382, Validation Accuracy: 0.8729, Loss: 0.1308
Epoch  12 Batch 1029/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8683, Loss: 0.1149
Epoch  12 Batch 1030/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8686, Loss: 0.1277
Epoch  12 Batch 1031/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8658, Loss: 0.1466
Epoch  12 Batch 1032/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8629, Loss: 0.1432
Epoch  12 Batch 1033/1077 - Train Accuracy: 0.8624, Validation Accuracy: 0.8608, Loss: 0.1286
Epoch  12 Batch 1034/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8608, Loss: 0.1331
Epoch  12 Batch 1035/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8580, Loss: 0.1061
Epoch  12 Batch 1036/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8647, Loss: 0.1566
Epoch  12 Batch 1037/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8572, Loss: 0.1253
Epoch  12 Batch 1038/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8672, Loss: 0.1391
Epoch  12 Batch 1039/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8651, Loss: 0.1204
Epoch  12 Batch 1040/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8636, Loss: 0.1286
Epoch  12 Batch 1041/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8633, Loss: 0.1341
Epoch  12 Batch 1042/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8686, Loss: 0.1244
Epoch  12 Batch 1043/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8686, Loss: 0.1513
Epoch  12 Batch 1044/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8704, Loss: 0.1269
Epoch  12 Batch 1045/1077 - Train Accuracy: 0.8500, Validation Accuracy: 0.8700, Loss: 0.1311
Epoch  12 Batch 1046/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8714, Loss: 0.1116
Epoch  12 Batch 1047/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8729, Loss: 0.1200
Epoch  12 Batch 1048/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8764, Loss: 0.1282
Epoch  12 Batch 1049/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8786, Loss: 0.1263
Epoch  12 Batch 1050/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8775, Loss: 0.1236
Epoch  12 Batch 1051/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8757, Loss: 0.1239
Epoch  12 Batch 1052/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8732, Loss: 0.1221
Epoch  12 Batch 1053/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8729, Loss: 0.1253
Epoch  12 Batch 1054/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8729, Loss: 0.1173
Epoch  12 Batch 1055/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8601, Loss: 0.1614
Epoch  12 Batch 1056/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8416, Loss: 0.1281
Epoch  12 Batch 1057/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8668, Loss: 0.1565
Epoch  12 Batch 1058/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.8839, Loss: 0.1436
Epoch  12 Batch 1059/1077 - Train Accuracy: 0.8425, Validation Accuracy: 0.8817, Loss: 0.1602
Epoch  12 Batch 1060/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8718, Loss: 0.1180
Epoch  12 Batch 1061/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8665, Loss: 0.1464
Epoch  12 Batch 1062/1077 - Train Accuracy: 0.8477, Validation Accuracy: 0.8736, Loss: 0.1491
Epoch  12 Batch 1063/1077 - Train Accuracy: 0.8449, Validation Accuracy: 0.8757, Loss: 0.1477
Epoch  12 Batch 1064/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8661, Loss: 0.1298
Epoch  12 Batch 1065/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8643, Loss: 0.1343
Epoch  12 Batch 1066/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8693, Loss: 0.1217
Epoch  12 Batch 1067/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8761, Loss: 0.1358
Epoch  12 Batch 1068/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8757, Loss: 0.1251
Epoch  12 Batch 1069/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8775, Loss: 0.1267
Epoch  12 Batch 1070/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8718, Loss: 0.1312
Epoch  12 Batch 1071/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8700, Loss: 0.1218
Epoch  12 Batch 1072/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8711, Loss: 0.1310
Epoch  12 Batch 1073/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8739, Loss: 0.1472
Epoch  12 Batch 1074/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8654, Loss: 0.1464
Epoch  12 Batch 1075/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8679, Loss: 0.1388
Epoch  13 Batch    1/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8622, Loss: 0.1128
Epoch  13 Batch    2/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8700, Loss: 0.1324
Epoch  13 Batch    3/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8569, Loss: 0.1292
Epoch  13 Batch    4/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1233
Epoch  13 Batch    5/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8558, Loss: 0.1462
Epoch  13 Batch    6/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8594, Loss: 0.1267
Epoch  13 Batch    7/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8640, Loss: 0.1206
Epoch  13 Batch    8/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8647, Loss: 0.1127
Epoch  13 Batch    9/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8729, Loss: 0.1296
Epoch  13 Batch   10/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8679, Loss: 0.1272
Epoch  13 Batch   11/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8640, Loss: 0.1381
Epoch  13 Batch   12/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8636, Loss: 0.1300
Epoch  13 Batch   13/1077 - Train Accuracy: 0.8709, Validation Accuracy: 0.8640, Loss: 0.1429
Epoch  13 Batch   14/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8587, Loss: 0.1089
Epoch  13 Batch   15/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8651, Loss: 0.1162
Epoch  13 Batch   16/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8604, Loss: 0.1265
Epoch  13 Batch   17/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8640, Loss: 0.1293
Epoch  13 Batch   18/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8711, Loss: 0.1270
Epoch  13 Batch   19/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8686, Loss: 0.1239
Epoch  13 Batch   20/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8711, Loss: 0.1150
Epoch  13 Batch   21/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8608, Loss: 0.1311
Epoch  13 Batch   22/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8718, Loss: 0.1360
Epoch  13 Batch   23/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8658, Loss: 0.1221
Epoch  13 Batch   24/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8714, Loss: 0.1226
Epoch  13 Batch   25/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8771, Loss: 0.1246
Epoch  13 Batch   26/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8736, Loss: 0.1321
Epoch  13 Batch   27/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8661, Loss: 0.1086
Epoch  13 Batch   28/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8668, Loss: 0.1201
Epoch  13 Batch   29/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8711, Loss: 0.1260
Epoch  13 Batch   30/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8718, Loss: 0.1197
Epoch  13 Batch   31/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8647, Loss: 0.1294
Epoch  13 Batch   32/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8679, Loss: 0.1090
Epoch  13 Batch   33/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8683, Loss: 0.1145
Epoch  13 Batch   34/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8654, Loss: 0.1314
Epoch  13 Batch   35/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8622, Loss: 0.1222
Epoch  13 Batch   36/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8608, Loss: 0.1307
Epoch  13 Batch   37/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8580, Loss: 0.1188
Epoch  13 Batch   38/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8633, Loss: 0.1484
Epoch  13 Batch   39/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8739, Loss: 0.1433
Epoch  13 Batch   40/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8739, Loss: 0.1236
Epoch  13 Batch   41/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8750, Loss: 0.1207
Epoch  13 Batch   42/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8704, Loss: 0.1360
Epoch  13 Batch   43/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8750, Loss: 0.1150
Epoch  13 Batch   44/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8693, Loss: 0.1216
Epoch  13 Batch   45/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8686, Loss: 0.1234
Epoch  13 Batch   46/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8690, Loss: 0.1404
Epoch  13 Batch   47/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8739, Loss: 0.1269
Epoch  13 Batch   48/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8700, Loss: 0.1443
Epoch  13 Batch   49/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8686, Loss: 0.1318
Epoch  13 Batch   50/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8746, Loss: 0.1166
Epoch  13 Batch   51/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8750, Loss: 0.1263
Epoch  13 Batch   52/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8693, Loss: 0.1330
Epoch  13 Batch   53/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8686, Loss: 0.1245
Epoch  13 Batch   54/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8615, Loss: 0.1529
Epoch  13 Batch   55/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8608, Loss: 0.1183
Epoch  13 Batch   56/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8668, Loss: 0.1136
Epoch  13 Batch   57/1077 - Train Accuracy: 0.8331, Validation Accuracy: 0.8668, Loss: 0.1306
Epoch  13 Batch   58/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8658, Loss: 0.1133
Epoch  13 Batch   59/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8594, Loss: 0.1274
Epoch  13 Batch   60/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8672, Loss: 0.1153
Epoch  13 Batch   61/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8640, Loss: 0.1418
Epoch  13 Batch   62/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8714, Loss: 0.1339
Epoch  13 Batch   63/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8704, Loss: 0.1061
Epoch  13 Batch   64/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8750, Loss: 0.1162
Epoch  13 Batch   65/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8757, Loss: 0.1232
Epoch  13 Batch   66/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8722, Loss: 0.1066
Epoch  13 Batch   67/1077 - Train Accuracy: 0.8635, Validation Accuracy: 0.8732, Loss: 0.1217
Epoch  13 Batch   68/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8746, Loss: 0.1318
Epoch  13 Batch   69/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8697, Loss: 0.1401
Epoch  13 Batch   70/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8722, Loss: 0.1374
Epoch  13 Batch   71/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8700, Loss: 0.1036
Epoch  13 Batch   72/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8675, Loss: 0.1217
Epoch  13 Batch   73/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8693, Loss: 0.1282
Epoch  13 Batch   74/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.8619, Loss: 0.1123
Epoch  13 Batch   75/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8558, Loss: 0.1477
Epoch  13 Batch   76/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8572, Loss: 0.1092
Epoch  13 Batch   77/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8651, Loss: 0.1257
Epoch  13 Batch   78/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8700, Loss: 0.1253
Epoch  13 Batch   79/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8754, Loss: 0.1189
Epoch  13 Batch   80/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8675, Loss: 0.1214
Epoch  13 Batch   81/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8764, Loss: 0.1062
Epoch  13 Batch   82/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8757, Loss: 0.1137
Epoch  13 Batch   83/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8746, Loss: 0.1224
Epoch  13 Batch   84/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8750, Loss: 0.1268
Epoch  13 Batch   85/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8835, Loss: 0.1194
Epoch  13 Batch   86/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8768, Loss: 0.1208
Epoch  13 Batch   87/1077 - Train Accuracy: 0.8582, Validation Accuracy: 0.8729, Loss: 0.1481
Epoch  13 Batch   88/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8640, Loss: 0.1343
Epoch  13 Batch   89/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8580, Loss: 0.1333
Epoch  13 Batch   90/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8583, Loss: 0.1280
Epoch  13 Batch   91/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8640, Loss: 0.1072
Epoch  13 Batch   92/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8746, Loss: 0.1300
Epoch  13 Batch   93/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8700, Loss: 0.1277
Epoch  13 Batch   94/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8807, Loss: 0.1062
Epoch  13 Batch   95/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8768, Loss: 0.1334
Epoch  13 Batch   96/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8722, Loss: 0.1333
Epoch  13 Batch   97/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8768, Loss: 0.1192
Epoch  13 Batch   98/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8672, Loss: 0.1199
Epoch  13 Batch   99/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8739, Loss: 0.1182
Epoch  13 Batch  100/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8832, Loss: 0.1187
Epoch  13 Batch  101/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8679, Loss: 0.1132
Epoch  13 Batch  102/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8725, Loss: 0.1173
Epoch  13 Batch  103/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8775, Loss: 0.1536
Epoch  13 Batch  104/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8821, Loss: 0.1287
Epoch  13 Batch  105/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8821, Loss: 0.1262
Epoch  13 Batch  106/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8754, Loss: 0.1362
Epoch  13 Batch  107/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8754, Loss: 0.1222
Epoch  13 Batch  108/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8771, Loss: 0.1166
Epoch  13 Batch  109/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8746, Loss: 0.1211
Epoch  13 Batch  110/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8675, Loss: 0.1089
Epoch  13 Batch  111/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8665, Loss: 0.1203
Epoch  13 Batch  112/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8651, Loss: 0.1159
Epoch  13 Batch  113/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8768, Loss: 0.1362
Epoch  13 Batch  114/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8722, Loss: 0.1074
Epoch  13 Batch  115/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8754, Loss: 0.1416
Epoch  13 Batch  116/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8722, Loss: 0.1505
Epoch  13 Batch  117/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8697, Loss: 0.1306
Epoch  13 Batch  118/1077 - Train Accuracy: 0.8479, Validation Accuracy: 0.8761, Loss: 0.1354
Epoch  13 Batch  119/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8757, Loss: 0.1265
Epoch  13 Batch  120/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8707, Loss: 0.1344
Epoch  13 Batch  121/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8711, Loss: 0.1224
Epoch  13 Batch  122/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8675, Loss: 0.1123
Epoch  13 Batch  123/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8718, Loss: 0.1041
Epoch  13 Batch  124/1077 - Train Accuracy: 0.8609, Validation Accuracy: 0.8764, Loss: 0.1345
Epoch  13 Batch  125/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8601, Loss: 0.1234
Epoch  13 Batch  126/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8668, Loss: 0.1157
Epoch  13 Batch  127/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8707, Loss: 0.1138
Epoch  13 Batch  128/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8718, Loss: 0.1083
Epoch  13 Batch  129/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8672, Loss: 0.1269
Epoch  13 Batch  130/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8675, Loss: 0.1072
Epoch  13 Batch  131/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8672, Loss: 0.1239
Epoch  13 Batch  132/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8612, Loss: 0.1264
Epoch  13 Batch  133/1077 - Train Accuracy: 0.8577, Validation Accuracy: 0.8565, Loss: 0.1250
Epoch  13 Batch  134/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8576, Loss: 0.1101
Epoch  13 Batch  135/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8640, Loss: 0.1227
Epoch  13 Batch  136/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8672, Loss: 0.1108
Epoch  13 Batch  137/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8679, Loss: 0.1094
Epoch  13 Batch  138/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8661, Loss: 0.1192
Epoch  13 Batch  139/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8658, Loss: 0.1255
Epoch  13 Batch  140/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8672, Loss: 0.1225
Epoch  13 Batch  141/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8643, Loss: 0.1194
Epoch  13 Batch  142/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8679, Loss: 0.1134
Epoch  13 Batch  143/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8636, Loss: 0.1258
Epoch  13 Batch  144/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8636, Loss: 0.1471
Epoch  13 Batch  145/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8743, Loss: 0.1196
Epoch  13 Batch  146/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8732, Loss: 0.1572
Epoch  13 Batch  147/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8686, Loss: 0.1244
Epoch  13 Batch  148/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8697, Loss: 0.1271
Epoch  13 Batch  149/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8746, Loss: 0.1193
Epoch  13 Batch  150/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8736, Loss: 0.1248
Epoch  13 Batch  151/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8810, Loss: 0.1068
Epoch  13 Batch  152/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8768, Loss: 0.1395
Epoch  13 Batch  153/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8789, Loss: 0.1339
Epoch  13 Batch  154/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8789, Loss: 0.1312
Epoch  13 Batch  155/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8704, Loss: 0.1215
Epoch  13 Batch  156/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8683, Loss: 0.1104
Epoch  13 Batch  157/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8604, Loss: 0.1248
Epoch  13 Batch  158/1077 - Train Accuracy: 0.8650, Validation Accuracy: 0.8597, Loss: 0.1364
Epoch  13 Batch  159/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8587, Loss: 0.1173
Epoch  13 Batch  160/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8690, Loss: 0.1131
Epoch  13 Batch  161/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8732, Loss: 0.1080
Epoch  13 Batch  162/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8746, Loss: 0.1499
Epoch  13 Batch  163/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8782, Loss: 0.1303
Epoch  13 Batch  164/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8768, Loss: 0.1218
Epoch  13 Batch  165/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8732, Loss: 0.1276
Epoch  13 Batch  166/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8707, Loss: 0.1327
Epoch  13 Batch  167/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8707, Loss: 0.1153
Epoch  13 Batch  168/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8683, Loss: 0.1366
Epoch  13 Batch  169/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8679, Loss: 0.1289
Epoch  13 Batch  170/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8714, Loss: 0.1265
Epoch  13 Batch  171/1077 - Train Accuracy: 0.9006, Validation Accuracy: 0.8746, Loss: 0.1123
Epoch  13 Batch  172/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8544, Loss: 0.1023
Epoch  13 Batch  173/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8544, Loss: 0.1287
Epoch  13 Batch  174/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8590, Loss: 0.1180
Epoch  13 Batch  175/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8658, Loss: 0.1187
Epoch  13 Batch  176/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8803, Loss: 0.1264
Epoch  13 Batch  177/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8786, Loss: 0.1337
Epoch  13 Batch  178/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8739, Loss: 0.1233
Epoch  13 Batch  179/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8746, Loss: 0.1339
Epoch  13 Batch  180/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8697, Loss: 0.1121
Epoch  13 Batch  181/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8569, Loss: 0.1305
Epoch  13 Batch  182/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8572, Loss: 0.1340
Epoch  13 Batch  183/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8572, Loss: 0.1319
Epoch  13 Batch  184/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8537, Loss: 0.1133
Epoch  13 Batch  185/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8729, Loss: 0.1249
Epoch  13 Batch  186/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8729, Loss: 0.1269
Epoch  13 Batch  187/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8750, Loss: 0.1123
Epoch  13 Batch  188/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8775, Loss: 0.1143
Epoch  13 Batch  189/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8775, Loss: 0.1239
Epoch  13 Batch  190/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8668, Loss: 0.1141
Epoch  13 Batch  191/1077 - Train Accuracy: 0.8626, Validation Accuracy: 0.8778, Loss: 0.1059
Epoch  13 Batch  192/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8750, Loss: 0.1411
Epoch  13 Batch  193/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8786, Loss: 0.1151
Epoch  13 Batch  194/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8778, Loss: 0.1106
Epoch  13 Batch  195/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8761, Loss: 0.1096
Epoch  13 Batch  196/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8807, Loss: 0.1176
Epoch  13 Batch  197/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8800, Loss: 0.1249
Epoch  13 Batch  198/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8789, Loss: 0.1272
Epoch  13 Batch  199/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8732, Loss: 0.1045
Epoch  13 Batch  200/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8754, Loss: 0.1236
Epoch  13 Batch  201/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8835, Loss: 0.1089
Epoch  13 Batch  202/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8821, Loss: 0.1236
Epoch  13 Batch  203/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8814, Loss: 0.1266
Epoch  13 Batch  204/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8846, Loss: 0.1425
Epoch  13 Batch  205/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8803, Loss: 0.1215
Epoch  13 Batch  206/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8768, Loss: 0.1167
Epoch  13 Batch  207/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8771, Loss: 0.1117
Epoch  13 Batch  208/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8764, Loss: 0.1187
Epoch  13 Batch  209/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8793, Loss: 0.1108
Epoch  13 Batch  210/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8725, Loss: 0.1231
Epoch  13 Batch  211/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8679, Loss: 0.1155
Epoch  13 Batch  212/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8665, Loss: 0.1151
Epoch  13 Batch  213/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8686, Loss: 0.1161
Epoch  13 Batch  214/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8707, Loss: 0.1194
Epoch  13 Batch  215/1077 - Train Accuracy: 0.8457, Validation Accuracy: 0.8718, Loss: 0.1335
Epoch  13 Batch  216/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8647, Loss: 0.1286
Epoch  13 Batch  217/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8714, Loss: 0.1117
Epoch  13 Batch  218/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8697, Loss: 0.1329
Epoch  13 Batch  219/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8722, Loss: 0.1114
Epoch  13 Batch  220/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8771, Loss: 0.1150
Epoch  13 Batch  221/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8722, Loss: 0.1202
Epoch  13 Batch  222/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8757, Loss: 0.1195
Epoch  13 Batch  223/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8786, Loss: 0.1134
Epoch  13 Batch  224/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8871, Loss: 0.1237
Epoch  13 Batch  225/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8832, Loss: 0.1280
Epoch  13 Batch  226/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8775, Loss: 0.1060
Epoch  13 Batch  227/1077 - Train Accuracy: 0.8313, Validation Accuracy: 0.8778, Loss: 0.1291
Epoch  13 Batch  228/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8736, Loss: 0.1123
Epoch  13 Batch  229/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8707, Loss: 0.1248
Epoch  13 Batch  230/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8668, Loss: 0.1086
Epoch  13 Batch  231/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8725, Loss: 0.1357
Epoch  13 Batch  232/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8729, Loss: 0.1170
Epoch  13 Batch  233/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8796, Loss: 0.1344
Epoch  13 Batch  234/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8793, Loss: 0.1339
Epoch  13 Batch  235/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8846, Loss: 0.1190
Epoch  13 Batch  236/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8842, Loss: 0.1226
Epoch  13 Batch  237/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8821, Loss: 0.1070
Epoch  13 Batch  238/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8828, Loss: 0.1138
Epoch  13 Batch  239/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8810, Loss: 0.1018
Epoch  13 Batch  240/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8796, Loss: 0.1054
Epoch  13 Batch  241/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8732, Loss: 0.1046
Epoch  13 Batch  242/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8786, Loss: 0.1080
Epoch  13 Batch  243/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8771, Loss: 0.1280
Epoch  13 Batch  244/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8718, Loss: 0.1067
Epoch  13 Batch  245/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8729, Loss: 0.1093
Epoch  13 Batch  246/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8771, Loss: 0.1251
Epoch  13 Batch  247/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8778, Loss: 0.1160
Epoch  13 Batch  248/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8633, Loss: 0.1139
Epoch  13 Batch  249/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8651, Loss: 0.1096
Epoch  13 Batch  250/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8686, Loss: 0.1107
Epoch  13 Batch  251/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8658, Loss: 0.1249
Epoch  13 Batch  252/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8668, Loss: 0.1208
Epoch  13 Batch  253/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8722, Loss: 0.1114
Epoch  13 Batch  254/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8764, Loss: 0.1163
Epoch  13 Batch  255/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8718, Loss: 0.1151
Epoch  13 Batch  256/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8761, Loss: 0.1496
Epoch  13 Batch  257/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8754, Loss: 0.1282
Epoch  13 Batch  258/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8700, Loss: 0.1094
Epoch  13 Batch  259/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8743, Loss: 0.1164
Epoch  13 Batch  260/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8736, Loss: 0.1085
Epoch  13 Batch  261/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8718, Loss: 0.1121
Epoch  13 Batch  262/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8739, Loss: 0.1181
Epoch  13 Batch  263/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8722, Loss: 0.1115
Epoch  13 Batch  264/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8693, Loss: 0.1279
Epoch  13 Batch  265/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8654, Loss: 0.1179
Epoch  13 Batch  266/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8672, Loss: 0.1225
Epoch  13 Batch  267/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8754, Loss: 0.1066
Epoch  13 Batch  268/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8707, Loss: 0.1237
Epoch  13 Batch  269/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8739, Loss: 0.1301
Epoch  13 Batch  270/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8707, Loss: 0.1284
Epoch  13 Batch  271/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8754, Loss: 0.1077
Epoch  13 Batch  272/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8714, Loss: 0.1537
Epoch  13 Batch  273/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8668, Loss: 0.1250
Epoch  13 Batch  274/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8672, Loss: 0.1262
Epoch  13 Batch  275/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8732, Loss: 0.1210
Epoch  13 Batch  276/1077 - Train Accuracy: 0.8262, Validation Accuracy: 0.8686, Loss: 0.1485
Epoch  13 Batch  277/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8722, Loss: 0.1046
Epoch  13 Batch  278/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8729, Loss: 0.1352
Epoch  13 Batch  279/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8771, Loss: 0.1396
Epoch  13 Batch  280/1077 - Train Accuracy: 0.8621, Validation Accuracy: 0.8746, Loss: 0.1158
Epoch  13 Batch  281/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8665, Loss: 0.1231
Epoch  13 Batch  282/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8750, Loss: 0.1441
Epoch  13 Batch  283/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8697, Loss: 0.1288
Epoch  13 Batch  284/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8732, Loss: 0.1258
Epoch  13 Batch  285/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8654, Loss: 0.1161
Epoch  13 Batch  286/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8718, Loss: 0.1137
Epoch  13 Batch  287/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8704, Loss: 0.1240
Epoch  13 Batch  288/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8629, Loss: 0.1284
Epoch  13 Batch  289/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8690, Loss: 0.1133
Epoch  13 Batch  290/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8626, Loss: 0.1358
Epoch  13 Batch  291/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8739, Loss: 0.1295
Epoch  13 Batch  292/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8693, Loss: 0.1258
Epoch  13 Batch  293/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8675, Loss: 0.1345
Epoch  13 Batch  294/1077 - Train Accuracy: 0.8995, Validation Accuracy: 0.8643, Loss: 0.1130
Epoch  13 Batch  295/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8672, Loss: 0.1289
Epoch  13 Batch  296/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8722, Loss: 0.1155
Epoch  13 Batch  297/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8690, Loss: 0.1327
Epoch  13 Batch  298/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8704, Loss: 0.1350
Epoch  13 Batch  299/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8693, Loss: 0.1183
Epoch  13 Batch  300/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8697, Loss: 0.1108
Epoch  13 Batch  301/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8697, Loss: 0.1147
Epoch  13 Batch  302/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8700, Loss: 0.1197
Epoch  13 Batch  303/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8757, Loss: 0.1242
Epoch  13 Batch  304/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8714, Loss: 0.1158
Epoch  13 Batch  305/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8789, Loss: 0.1278
Epoch  13 Batch  306/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8789, Loss: 0.1259
Epoch  13 Batch  307/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8800, Loss: 0.1185
Epoch  13 Batch  308/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8846, Loss: 0.1337
Epoch  13 Batch  309/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8839, Loss: 0.1067
Epoch  13 Batch  310/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8729, Loss: 0.1222
Epoch  13 Batch  311/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8846, Loss: 0.1083
Epoch  13 Batch  312/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8839, Loss: 0.1400
Epoch  13 Batch  313/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8793, Loss: 0.1025
Epoch  13 Batch  314/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8778, Loss: 0.1201
Epoch  13 Batch  315/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8782, Loss: 0.1056
Epoch  13 Batch  316/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8814, Loss: 0.1138
Epoch  13 Batch  317/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8761, Loss: 0.1343
Epoch  13 Batch  318/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8778, Loss: 0.1163
Epoch  13 Batch  319/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8832, Loss: 0.1338
Epoch  13 Batch  320/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8825, Loss: 0.1354
Epoch  13 Batch  321/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8800, Loss: 0.1151
Epoch  13 Batch  322/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8761, Loss: 0.1020
Epoch  13 Batch  323/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8640, Loss: 0.1190
Epoch  13 Batch  324/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8704, Loss: 0.1170
Epoch  13 Batch  325/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8714, Loss: 0.1147
Epoch  13 Batch  326/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8690, Loss: 0.1086
Epoch  13 Batch  327/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8636, Loss: 0.1431
Epoch  13 Batch  328/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8675, Loss: 0.1258
Epoch  13 Batch  329/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8661, Loss: 0.1261
Epoch  13 Batch  330/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8672, Loss: 0.1249
Epoch  13 Batch  331/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.8622, Loss: 0.1188
Epoch  13 Batch  332/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8626, Loss: 0.0969
Epoch  13 Batch  333/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8690, Loss: 0.1048
Epoch  13 Batch  334/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1168
Epoch  13 Batch  335/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8853, Loss: 0.1133
Epoch  13 Batch  336/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8750, Loss: 0.1441
Epoch  13 Batch  337/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8665, Loss: 0.1358
Epoch  13 Batch  338/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8658, Loss: 0.1431
Epoch  13 Batch  339/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8594, Loss: 0.1149
Epoch  13 Batch  340/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8583, Loss: 0.1100
Epoch  13 Batch  341/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8640, Loss: 0.1451
Epoch  13 Batch  342/1077 - Train Accuracy: 0.8627, Validation Accuracy: 0.8540, Loss: 0.1151
Epoch  13 Batch  343/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8512, Loss: 0.1208
Epoch  13 Batch  344/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8555, Loss: 0.1139
Epoch  13 Batch  345/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8633, Loss: 0.1128
Epoch  13 Batch  346/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8665, Loss: 0.1162
Epoch  13 Batch  347/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8746, Loss: 0.1018
Epoch  13 Batch  348/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8778, Loss: 0.1093
Epoch  13 Batch  349/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8736, Loss: 0.1111
Epoch  13 Batch  350/1077 - Train Accuracy: 0.8551, Validation Accuracy: 0.8857, Loss: 0.1325
Epoch  13 Batch  351/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8771, Loss: 0.1281
Epoch  13 Batch  352/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8707, Loss: 0.1131
Epoch  13 Batch  353/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8636, Loss: 0.1259
Epoch  13 Batch  354/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8722, Loss: 0.1391
Epoch  13 Batch  355/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8739, Loss: 0.1177
Epoch  13 Batch  356/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8810, Loss: 0.1236
Epoch  13 Batch  357/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8814, Loss: 0.1113
Epoch  13 Batch  358/1077 - Train Accuracy: 0.8335, Validation Accuracy: 0.8722, Loss: 0.1312
Epoch  13 Batch  359/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8775, Loss: 0.1178
Epoch  13 Batch  360/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8739, Loss: 0.1075
Epoch  13 Batch  361/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8661, Loss: 0.1116
Epoch  13 Batch  362/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8683, Loss: 0.1175
Epoch  13 Batch  363/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8686, Loss: 0.1200
Epoch  13 Batch  364/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8725, Loss: 0.1315
Epoch  13 Batch  365/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8668, Loss: 0.1021
Epoch  13 Batch  366/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8672, Loss: 0.1114
Epoch  13 Batch  367/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8690, Loss: 0.0986
Epoch  13 Batch  368/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8743, Loss: 0.1217
Epoch  13 Batch  369/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8651, Loss: 0.1179
Epoch  13 Batch  370/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8736, Loss: 0.1085
Epoch  13 Batch  371/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8782, Loss: 0.1143
Epoch  13 Batch  372/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8778, Loss: 0.1015
Epoch  13 Batch  373/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8796, Loss: 0.1060
Epoch  13 Batch  374/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8700, Loss: 0.1292
Epoch  13 Batch  375/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8526, Loss: 0.1104
Epoch  13 Batch  376/1077 - Train Accuracy: 0.8920, Validation Accuracy: 0.8526, Loss: 0.1234
Epoch  13 Batch  377/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8615, Loss: 0.1217
Epoch  13 Batch  378/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8612, Loss: 0.1037
Epoch  13 Batch  379/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8668, Loss: 0.1241
Epoch  13 Batch  380/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8693, Loss: 0.1076
Epoch  13 Batch  381/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8764, Loss: 0.1368
Epoch  13 Batch  382/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8771, Loss: 0.1401
Epoch  13 Batch  383/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8764, Loss: 0.1218
Epoch  13 Batch  384/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8757, Loss: 0.1104
Epoch  13 Batch  385/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8761, Loss: 0.1071
Epoch  13 Batch  386/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8778, Loss: 0.1139
Epoch  13 Batch  387/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8683, Loss: 0.1154
Epoch  13 Batch  388/1077 - Train Accuracy: 0.8575, Validation Accuracy: 0.8622, Loss: 0.1198
Epoch  13 Batch  389/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8697, Loss: 0.1108
Epoch  13 Batch  390/1077 - Train Accuracy: 0.8328, Validation Accuracy: 0.8800, Loss: 0.1388
Epoch  13 Batch  391/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8793, Loss: 0.1178
Epoch  13 Batch  392/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8778, Loss: 0.1223
Epoch  13 Batch  393/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8778, Loss: 0.1176
Epoch  13 Batch  394/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8704, Loss: 0.1191
Epoch  13 Batch  395/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8754, Loss: 0.1117
Epoch  13 Batch  396/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8750, Loss: 0.1296
Epoch  13 Batch  397/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8768, Loss: 0.1161
Epoch  13 Batch  398/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8718, Loss: 0.1220
Epoch  13 Batch  399/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8757, Loss: 0.1211
Epoch  13 Batch  400/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8810, Loss: 0.1205
Epoch  13 Batch  401/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8899, Loss: 0.1147
Epoch  13 Batch  402/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8700, Loss: 0.1022
Epoch  13 Batch  403/1077 - Train Accuracy: 0.8480, Validation Accuracy: 0.8700, Loss: 0.1281
Epoch  13 Batch  404/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8800, Loss: 0.1189
Epoch  13 Batch  405/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8807, Loss: 0.1268
Epoch  13 Batch  406/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8810, Loss: 0.1014
Epoch  13 Batch  407/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8757, Loss: 0.1322
Epoch  13 Batch  408/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8754, Loss: 0.1188
Epoch  13 Batch  409/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8732, Loss: 0.1227
Epoch  13 Batch  410/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8679, Loss: 0.1313
Epoch  13 Batch  411/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8640, Loss: 0.1118
Epoch  13 Batch  412/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8690, Loss: 0.1065
Epoch  13 Batch  413/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8732, Loss: 0.1042
Epoch  13 Batch  414/1077 - Train Accuracy: 0.8527, Validation Accuracy: 0.8786, Loss: 0.1126
Epoch  13 Batch  415/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8800, Loss: 0.1298
Epoch  13 Batch  416/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8853, Loss: 0.1151
Epoch  13 Batch  417/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8853, Loss: 0.1352
Epoch  13 Batch  418/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8846, Loss: 0.1161
Epoch  13 Batch  419/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8839, Loss: 0.1109
Epoch  13 Batch  420/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8842, Loss: 0.1050
Epoch  13 Batch  421/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8821, Loss: 0.1316
Epoch  13 Batch  422/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8821, Loss: 0.1119
Epoch  13 Batch  423/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8814, Loss: 0.1187
Epoch  13 Batch  424/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8786, Loss: 0.1146
Epoch  13 Batch  425/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8686, Loss: 0.1060
Epoch  13 Batch  426/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8683, Loss: 0.1308
Epoch  13 Batch  427/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8651, Loss: 0.1046
Epoch  13 Batch  428/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8647, Loss: 0.1014
Epoch  13 Batch  429/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8686, Loss: 0.1089
Epoch  13 Batch  430/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8743, Loss: 0.1147
Epoch  13 Batch  431/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8612, Loss: 0.1082
Epoch  13 Batch  432/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.8619, Loss: 0.1165
Epoch  13 Batch  433/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8633, Loss: 0.1225
Epoch  13 Batch  434/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8661, Loss: 0.1197
Epoch  13 Batch  435/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8612, Loss: 0.1196
Epoch  13 Batch  436/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8722, Loss: 0.1184
Epoch  13 Batch  437/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8675, Loss: 0.1123
Epoch  13 Batch  438/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8654, Loss: 0.1114
Epoch  13 Batch  439/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8647, Loss: 0.1324
Epoch  13 Batch  440/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8697, Loss: 0.1363
Epoch  13 Batch  441/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8739, Loss: 0.1079
Epoch  13 Batch  442/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8697, Loss: 0.1129
Epoch  13 Batch  443/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8672, Loss: 0.1159
Epoch  13 Batch  444/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8686, Loss: 0.1108
Epoch  13 Batch  445/1077 - Train Accuracy: 0.8524, Validation Accuracy: 0.8693, Loss: 0.1240
Epoch  13 Batch  446/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8718, Loss: 0.1002
Epoch  13 Batch  447/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8651, Loss: 0.1251
Epoch  13 Batch  448/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8640, Loss: 0.1238
Epoch  13 Batch  449/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8683, Loss: 0.1296
Epoch  13 Batch  450/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8672, Loss: 0.1178
Epoch  13 Batch  451/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8686, Loss: 0.1045
Epoch  13 Batch  452/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8697, Loss: 0.1163
Epoch  13 Batch  453/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8800, Loss: 0.1103
Epoch  13 Batch  454/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8825, Loss: 0.1317
Epoch  13 Batch  455/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8782, Loss: 0.1071
Epoch  13 Batch  456/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8679, Loss: 0.1214
Epoch  13 Batch  457/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8778, Loss: 0.1114
Epoch  13 Batch  458/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8686, Loss: 0.1283
Epoch  13 Batch  459/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8587, Loss: 0.1112
Epoch  13 Batch  460/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8636, Loss: 0.1181
Epoch  13 Batch  461/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8714, Loss: 0.1102
Epoch  13 Batch  462/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8757, Loss: 0.1210
Epoch  13 Batch  463/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8746, Loss: 0.1140
Epoch  13 Batch  464/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8754, Loss: 0.1159
Epoch  13 Batch  465/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8775, Loss: 0.1464
Epoch  13 Batch  466/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8775, Loss: 0.1123
Epoch  13 Batch  467/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8835, Loss: 0.1275
Epoch  13 Batch  468/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.1170
Epoch  13 Batch  469/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8878, Loss: 0.1171
Epoch  13 Batch  470/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8810, Loss: 0.1152
Epoch  13 Batch  471/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8757, Loss: 0.1052
Epoch  13 Batch  472/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8729, Loss: 0.1040
Epoch  13 Batch  473/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8789, Loss: 0.1231
Epoch  13 Batch  474/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8761, Loss: 0.1183
Epoch  13 Batch  475/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8704, Loss: 0.1216
Epoch  13 Batch  476/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8775, Loss: 0.1009
Epoch  13 Batch  477/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8704, Loss: 0.1154
Epoch  13 Batch  478/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.8778, Loss: 0.1208
Epoch  13 Batch  479/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8643, Loss: 0.1333
Epoch  13 Batch  480/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8651, Loss: 0.1139
Epoch  13 Batch  481/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8633, Loss: 0.1075
Epoch  13 Batch  482/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8732, Loss: 0.1416
Epoch  13 Batch  483/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8711, Loss: 0.1304
Epoch  13 Batch  484/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8668, Loss: 0.1134
Epoch  13 Batch  485/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8633, Loss: 0.1172
Epoch  13 Batch  486/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8693, Loss: 0.1034
Epoch  13 Batch  487/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8693, Loss: 0.1113
Epoch  13 Batch  488/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8643, Loss: 0.1044
Epoch  13 Batch  489/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8697, Loss: 0.1051
Epoch  13 Batch  490/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8736, Loss: 0.1159
Epoch  13 Batch  491/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8757, Loss: 0.1245
Epoch  13 Batch  492/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8754, Loss: 0.1171
Epoch  13 Batch  493/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8757, Loss: 0.1007
Epoch  13 Batch  494/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8757, Loss: 0.1032
Epoch  13 Batch  495/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8761, Loss: 0.1037
Epoch  13 Batch  496/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8778, Loss: 0.1124
Epoch  13 Batch  497/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8775, Loss: 0.1092
Epoch  13 Batch  498/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8775, Loss: 0.1119
Epoch  13 Batch  499/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8771, Loss: 0.1084
Epoch  13 Batch  500/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8810, Loss: 0.1049
Epoch  13 Batch  501/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8761, Loss: 0.1120
Epoch  13 Batch  502/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8714, Loss: 0.1156
Epoch  13 Batch  503/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8714, Loss: 0.1067
Epoch  13 Batch  504/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8768, Loss: 0.1144
Epoch  13 Batch  505/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8750, Loss: 0.1002
Epoch  13 Batch  506/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8714, Loss: 0.1200
Epoch  13 Batch  507/1077 - Train Accuracy: 0.8187, Validation Accuracy: 0.8700, Loss: 0.1208
Epoch  13 Batch  508/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8654, Loss: 0.1072
Epoch  13 Batch  509/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8636, Loss: 0.1289
Epoch  13 Batch  510/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8700, Loss: 0.1147
Epoch  13 Batch  511/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8679, Loss: 0.1171
Epoch  13 Batch  512/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8633, Loss: 0.1047
Epoch  13 Batch  513/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8672, Loss: 0.1190
Epoch  13 Batch  514/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8793, Loss: 0.1201
Epoch  13 Batch  515/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8750, Loss: 0.1255
Epoch  13 Batch  516/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8803, Loss: 0.1022
Epoch  13 Batch  517/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8803, Loss: 0.1214
Epoch  13 Batch  518/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8803, Loss: 0.1033
Epoch  13 Batch  519/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8729, Loss: 0.1060
Epoch  13 Batch  520/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8725, Loss: 0.1070
Epoch  13 Batch  521/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8722, Loss: 0.1177
Epoch  13 Batch  522/1077 - Train Accuracy: 0.8219, Validation Accuracy: 0.8743, Loss: 0.1385
Epoch  13 Batch  523/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8736, Loss: 0.1123
Epoch  13 Batch  524/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8796, Loss: 0.1175
Epoch  13 Batch  525/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8800, Loss: 0.1134
Epoch  13 Batch  526/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8796, Loss: 0.1062
Epoch  13 Batch  527/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8807, Loss: 0.1122
Epoch  13 Batch  528/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8764, Loss: 0.1170
Epoch  13 Batch  529/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8686, Loss: 0.1070
Epoch  13 Batch  530/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8658, Loss: 0.1214
Epoch  13 Batch  531/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8643, Loss: 0.1136
Epoch  13 Batch  532/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8640, Loss: 0.1340
Epoch  13 Batch  533/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8757, Loss: 0.1164
Epoch  13 Batch  534/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8746, Loss: 0.1211
Epoch  13 Batch  535/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8683, Loss: 0.1166
Epoch  13 Batch  536/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8885, Loss: 0.1152
Epoch  13 Batch  537/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8764, Loss: 0.1119
Epoch  13 Batch  538/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8757, Loss: 0.0965
Epoch  13 Batch  539/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8707, Loss: 0.1292
Epoch  13 Batch  540/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8693, Loss: 0.1036
Epoch  13 Batch  541/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8800, Loss: 0.1136
Epoch  13 Batch  542/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8732, Loss: 0.1167
Epoch  13 Batch  543/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8743, Loss: 0.1157
Epoch  13 Batch  544/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8743, Loss: 0.1006
Epoch  13 Batch  545/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8679, Loss: 0.1196
Epoch  13 Batch  546/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8697, Loss: 0.1184
Epoch  13 Batch  547/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8750, Loss: 0.1137
Epoch  13 Batch  548/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8722, Loss: 0.1259
Epoch  13 Batch  549/1077 - Train Accuracy: 0.8406, Validation Accuracy: 0.8714, Loss: 0.1229
Epoch  13 Batch  550/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8679, Loss: 0.1224
Epoch  13 Batch  551/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8729, Loss: 0.1250
Epoch  13 Batch  552/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8604, Loss: 0.1156
Epoch  13 Batch  553/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8626, Loss: 0.1302
Epoch  13 Batch  554/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8668, Loss: 0.1189
Epoch  13 Batch  555/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8668, Loss: 0.1095
Epoch  13 Batch  556/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.1111
Epoch  13 Batch  557/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8789, Loss: 0.1064
Epoch  13 Batch  558/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8732, Loss: 0.1013
Epoch  13 Batch  559/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8693, Loss: 0.1167
Epoch  13 Batch  560/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8647, Loss: 0.1086
Epoch  13 Batch  561/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8768, Loss: 0.1046
Epoch  13 Batch  562/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8693, Loss: 0.1007
Epoch  13 Batch  563/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8782, Loss: 0.1299
Epoch  13 Batch  564/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8690, Loss: 0.1365
Epoch  13 Batch  565/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8686, Loss: 0.1253
Epoch  13 Batch  566/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8704, Loss: 0.1259
Epoch  13 Batch  567/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8771, Loss: 0.1064
Epoch  13 Batch  568/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8764, Loss: 0.1139
Epoch  13 Batch  569/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8796, Loss: 0.1169
Epoch  13 Batch  570/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8839, Loss: 0.1215
Epoch  13 Batch  571/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8778, Loss: 0.1043
Epoch  13 Batch  572/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8668, Loss: 0.1020
Epoch  13 Batch  573/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8711, Loss: 0.1309
Epoch  13 Batch  574/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8658, Loss: 0.1098
Epoch  13 Batch  575/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8746, Loss: 0.1069
Epoch  13 Batch  576/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8800, Loss: 0.1029
Epoch  13 Batch  577/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8807, Loss: 0.1107
Epoch  13 Batch  578/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8775, Loss: 0.1205
Epoch  13 Batch  579/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8821, Loss: 0.1078
Epoch  13 Batch  580/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8782, Loss: 0.0998
Epoch  13 Batch  581/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8693, Loss: 0.1063
Epoch  13 Batch  582/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8750, Loss: 0.1085
Epoch  13 Batch  583/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8796, Loss: 0.1269
Epoch  13 Batch  584/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8782, Loss: 0.1119
Epoch  13 Batch  585/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8789, Loss: 0.0981
Epoch  13 Batch  586/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8793, Loss: 0.1087
Epoch  13 Batch  587/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8686, Loss: 0.1175
Epoch  13 Batch  588/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8686, Loss: 0.1060
Epoch  13 Batch  589/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8679, Loss: 0.1044
Epoch  13 Batch  590/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8686, Loss: 0.1257
Epoch  13 Batch  591/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8739, Loss: 0.1000
Epoch  13 Batch  592/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8697, Loss: 0.1208
Epoch  13 Batch  593/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8661, Loss: 0.1235
Epoch  13 Batch  594/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8714, Loss: 0.1279
Epoch  13 Batch  595/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8672, Loss: 0.1104
Epoch  13 Batch  596/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8672, Loss: 0.1158
Epoch  13 Batch  597/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8743, Loss: 0.1192
Epoch  13 Batch  598/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8796, Loss: 0.1078
Epoch  13 Batch  599/1077 - Train Accuracy: 0.8336, Validation Accuracy: 0.8800, Loss: 0.1444
Epoch  13 Batch  600/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8757, Loss: 0.1198
Epoch  13 Batch  601/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.8732, Loss: 0.1164
Epoch  13 Batch  602/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8697, Loss: 0.1141
Epoch  13 Batch  603/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8782, Loss: 0.1191
Epoch  13 Batch  604/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8668, Loss: 0.1351
Epoch  13 Batch  605/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8601, Loss: 0.1265
Epoch  13 Batch  606/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8647, Loss: 0.1020
Epoch  13 Batch  607/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8711, Loss: 0.1110
Epoch  13 Batch  608/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8608, Loss: 0.1312
Epoch  13 Batch  609/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8697, Loss: 0.1212
Epoch  13 Batch  610/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8746, Loss: 0.1264
Epoch  13 Batch  611/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8690, Loss: 0.1243
Epoch  13 Batch  612/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8587, Loss: 0.1002
Epoch  13 Batch  613/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8619, Loss: 0.1241
Epoch  13 Batch  614/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8509, Loss: 0.1171
Epoch  13 Batch  615/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8558, Loss: 0.1148
Epoch  13 Batch  616/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8519, Loss: 0.1143
Epoch  13 Batch  617/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8555, Loss: 0.1108
Epoch  13 Batch  618/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8636, Loss: 0.1199
Epoch  13 Batch  619/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8714, Loss: 0.1087
Epoch  13 Batch  620/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8789, Loss: 0.1079
Epoch  13 Batch  621/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8729, Loss: 0.1118
Epoch  13 Batch  622/1077 - Train Accuracy: 0.8993, Validation Accuracy: 0.8757, Loss: 0.1211
Epoch  13 Batch  623/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8697, Loss: 0.1205
Epoch  13 Batch  624/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8697, Loss: 0.1085
Epoch  13 Batch  625/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8722, Loss: 0.1117
Epoch  13 Batch  626/1077 - Train Accuracy: 0.8778, Validation Accuracy: 0.8793, Loss: 0.0951
Epoch  13 Batch  627/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8754, Loss: 0.1070
Epoch  13 Batch  628/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8754, Loss: 0.1194
Epoch  13 Batch  629/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8764, Loss: 0.1166
Epoch  13 Batch  630/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8810, Loss: 0.1092
Epoch  13 Batch  631/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8764, Loss: 0.1114
Epoch  13 Batch  632/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8768, Loss: 0.1112
Epoch  13 Batch  633/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8757, Loss: 0.1175
Epoch  13 Batch  634/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8810, Loss: 0.0960
Epoch  13 Batch  635/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8686, Loss: 0.1358
Epoch  13 Batch  636/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8729, Loss: 0.1057
Epoch  13 Batch  637/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8690, Loss: 0.1178
Epoch  13 Batch  638/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8825, Loss: 0.0983
Epoch  13 Batch  639/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.1229
Epoch  13 Batch  640/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8714, Loss: 0.1045
Epoch  13 Batch  641/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8714, Loss: 0.0980
Epoch  13 Batch  642/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8757, Loss: 0.1133
Epoch  13 Batch  643/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8757, Loss: 0.1010
Epoch  13 Batch  644/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8775, Loss: 0.1065
Epoch  13 Batch  645/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8757, Loss: 0.1105
Epoch  13 Batch  646/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8768, Loss: 0.1004
Epoch  13 Batch  647/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8878, Loss: 0.1220
Epoch  13 Batch  648/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8874, Loss: 0.1009
Epoch  13 Batch  649/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8718, Loss: 0.1116
Epoch  13 Batch  650/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8746, Loss: 0.1126
Epoch  13 Batch  651/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8800, Loss: 0.1080
Epoch  13 Batch  652/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8867, Loss: 0.1205
Epoch  13 Batch  653/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8885, Loss: 0.1199
Epoch  13 Batch  654/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8832, Loss: 0.1080
Epoch  13 Batch  655/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8871, Loss: 0.1279
Epoch  13 Batch  656/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8825, Loss: 0.1151
Epoch  13 Batch  657/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8825, Loss: 0.1241
Epoch  13 Batch  658/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8814, Loss: 0.0961
Epoch  13 Batch  659/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8842, Loss: 0.1171
Epoch  13 Batch  660/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8839, Loss: 0.1176
Epoch  13 Batch  661/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8888, Loss: 0.1064
Epoch  13 Batch  662/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8807, Loss: 0.0967
Epoch  13 Batch  663/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8817, Loss: 0.0958
Epoch  13 Batch  664/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8817, Loss: 0.1128
Epoch  13 Batch  665/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8839, Loss: 0.1077
Epoch  13 Batch  666/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8835, Loss: 0.1120
Epoch  13 Batch  667/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8885, Loss: 0.1226
Epoch  13 Batch  668/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8832, Loss: 0.1107
Epoch  13 Batch  669/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1057
Epoch  13 Batch  670/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8853, Loss: 0.1087
Epoch  13 Batch  671/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8810, Loss: 0.1198
Epoch  13 Batch  672/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8807, Loss: 0.1067
Epoch  13 Batch  673/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.8757, Loss: 0.1072
Epoch  13 Batch  674/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8757, Loss: 0.1002
Epoch  13 Batch  675/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8793, Loss: 0.1184
Epoch  13 Batch  676/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8789, Loss: 0.1090
Epoch  13 Batch  677/1077 - Train Accuracy: 0.8531, Validation Accuracy: 0.8789, Loss: 0.1298
Epoch  13 Batch  678/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8803, Loss: 0.1035
Epoch  13 Batch  679/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8764, Loss: 0.1172
Epoch  13 Batch  680/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8789, Loss: 0.1168
Epoch  13 Batch  681/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8746, Loss: 0.1093
Epoch  13 Batch  682/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8793, Loss: 0.1112
Epoch  13 Batch  683/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8743, Loss: 0.1017
Epoch  13 Batch  684/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8796, Loss: 0.1044
Epoch  13 Batch  685/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8732, Loss: 0.1210
Epoch  13 Batch  686/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8810, Loss: 0.1018
Epoch  13 Batch  687/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8810, Loss: 0.1186
Epoch  13 Batch  688/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8825, Loss: 0.1061
Epoch  13 Batch  689/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8764, Loss: 0.0997
Epoch  13 Batch  690/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8771, Loss: 0.1148
Epoch  13 Batch  691/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8864, Loss: 0.1239
Epoch  13 Batch  692/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8814, Loss: 0.1000
Epoch  13 Batch  693/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8786, Loss: 0.1395
Epoch  13 Batch  694/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8725, Loss: 0.1117
Epoch  13 Batch  695/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8835, Loss: 0.0969
Epoch  13 Batch  696/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1232
Epoch  13 Batch  697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8860, Loss: 0.1051
Epoch  13 Batch  698/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8842, Loss: 0.1043
Epoch  13 Batch  699/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8800, Loss: 0.1114
Epoch  13 Batch  700/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8810, Loss: 0.1001
Epoch  13 Batch  701/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8789, Loss: 0.1164
Epoch  13 Batch  702/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8793, Loss: 0.1287
Epoch  13 Batch  703/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8825, Loss: 0.1165
Epoch  13 Batch  704/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8874, Loss: 0.1218
Epoch  13 Batch  705/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8871, Loss: 0.1220
Epoch  13 Batch  706/1077 - Train Accuracy: 0.8356, Validation Accuracy: 0.8796, Loss: 0.1288
Epoch  13 Batch  707/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8775, Loss: 0.1153
Epoch  13 Batch  708/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8796, Loss: 0.1070
Epoch  13 Batch  709/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8754, Loss: 0.1314
Epoch  13 Batch  710/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8729, Loss: 0.1048
Epoch  13 Batch  711/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8700, Loss: 0.1326
Epoch  13 Batch  712/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8786, Loss: 0.1053
Epoch  13 Batch  713/1077 - Train Accuracy: 0.8864, Validation Accuracy: 0.8786, Loss: 0.1048
Epoch  13 Batch  714/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8810, Loss: 0.1194
Epoch  13 Batch  715/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8814, Loss: 0.1201
Epoch  13 Batch  716/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8846, Loss: 0.0988
Epoch  13 Batch  717/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8842, Loss: 0.1073
Epoch  13 Batch  718/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8835, Loss: 0.1163
Epoch  13 Batch  719/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8864, Loss: 0.1127
Epoch  13 Batch  720/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8864, Loss: 0.1185
Epoch  13 Batch  721/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8771, Loss: 0.1156
Epoch  13 Batch  722/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8846, Loss: 0.1007
Epoch  13 Batch  723/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8878, Loss: 0.1077
Epoch  13 Batch  724/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8832, Loss: 0.1150
Epoch  13 Batch  725/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8828, Loss: 0.0956
Epoch  13 Batch  726/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8842, Loss: 0.1069
Epoch  13 Batch  727/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8849, Loss: 0.0965
Epoch  13 Batch  728/1077 - Train Accuracy: 0.8713, Validation Accuracy: 0.8849, Loss: 0.1201
Epoch  13 Batch  729/1077 - Train Accuracy: 0.8586, Validation Accuracy: 0.8888, Loss: 0.1212
Epoch  13 Batch  730/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8871, Loss: 0.1209
Epoch  13 Batch  731/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8867, Loss: 0.1137
Epoch  13 Batch  732/1077 - Train Accuracy: 0.8561, Validation Accuracy: 0.8828, Loss: 0.1213
Epoch  13 Batch  733/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8931, Loss: 0.1242
Epoch  13 Batch  734/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8928, Loss: 0.1200
Epoch  13 Batch  735/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8931, Loss: 0.1061
Epoch  13 Batch  736/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8881, Loss: 0.0973
Epoch  13 Batch  737/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8864, Loss: 0.1150
Epoch  13 Batch  738/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8864, Loss: 0.0922
Epoch  13 Batch  739/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8810, Loss: 0.1012
Epoch  13 Batch  740/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8857, Loss: 0.0965
Epoch  13 Batch  741/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8913, Loss: 0.1163
Epoch  13 Batch  742/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8903, Loss: 0.1063
Epoch  13 Batch  743/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8888, Loss: 0.1139
Epoch  13 Batch  744/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8885, Loss: 0.0998
Epoch  13 Batch  745/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8874, Loss: 0.1097
Epoch  13 Batch  746/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8832, Loss: 0.1019
Epoch  13 Batch  747/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8825, Loss: 0.0916
Epoch  13 Batch  748/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8821, Loss: 0.0988
Epoch  13 Batch  749/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8846, Loss: 0.1153
Epoch  13 Batch  750/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8867, Loss: 0.1074
Epoch  13 Batch  751/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8857, Loss: 0.1045
Epoch  13 Batch  752/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8835, Loss: 0.1013
Epoch  13 Batch  753/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8810, Loss: 0.1022
Epoch  13 Batch  754/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8807, Loss: 0.1236
Epoch  13 Batch  755/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8825, Loss: 0.1143
Epoch  13 Batch  756/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8828, Loss: 0.1087
Epoch  13 Batch  757/1077 - Train Accuracy: 0.8701, Validation Accuracy: 0.8757, Loss: 0.1143
Epoch  13 Batch  758/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8768, Loss: 0.0953
Epoch  13 Batch  759/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8828, Loss: 0.1023
Epoch  13 Batch  760/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8729, Loss: 0.1245
Epoch  13 Batch  761/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8743, Loss: 0.1095
Epoch  13 Batch  762/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8775, Loss: 0.1009
Epoch  13 Batch  763/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8778, Loss: 0.1042
Epoch  13 Batch  764/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8700, Loss: 0.1042
Epoch  13 Batch  765/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8746, Loss: 0.1065
Epoch  13 Batch  766/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8800, Loss: 0.1200
Epoch  13 Batch  767/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8796, Loss: 0.1072
Epoch  13 Batch  768/1077 - Train Accuracy: 0.8578, Validation Accuracy: 0.8789, Loss: 0.1109
Epoch  13 Batch  769/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8825, Loss: 0.1075
Epoch  13 Batch  770/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8857, Loss: 0.1096
Epoch  13 Batch  771/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8807, Loss: 0.1097
Epoch  13 Batch  772/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8714, Loss: 0.1000
Epoch  13 Batch  773/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8665, Loss: 0.1011
Epoch  13 Batch  774/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8665, Loss: 0.1187
Epoch  13 Batch  775/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8658, Loss: 0.1026
Epoch  13 Batch  776/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8725, Loss: 0.1025
Epoch  13 Batch  777/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8736, Loss: 0.1091
Epoch  13 Batch  778/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8665, Loss: 0.1051
Epoch  13 Batch  779/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8714, Loss: 0.1063
Epoch  13 Batch  780/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8807, Loss: 0.1235
Epoch  13 Batch  781/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8835, Loss: 0.0871
Epoch  13 Batch  782/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8821, Loss: 0.0974
Epoch  13 Batch  783/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8817, Loss: 0.1229
Epoch  13 Batch  784/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8821, Loss: 0.0911
Epoch  13 Batch  785/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.0968
Epoch  13 Batch  786/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8796, Loss: 0.1113
Epoch  13 Batch  787/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8793, Loss: 0.0981
Epoch  13 Batch  788/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8796, Loss: 0.1024
Epoch  13 Batch  789/1077 - Train Accuracy: 0.8569, Validation Accuracy: 0.8860, Loss: 0.1146
Epoch  13 Batch  790/1077 - Train Accuracy: 0.8266, Validation Accuracy: 0.8860, Loss: 0.1202
Epoch  13 Batch  791/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8810, Loss: 0.1297
Epoch  13 Batch  792/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8810, Loss: 0.1166
Epoch  13 Batch  793/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8871, Loss: 0.1056
Epoch  13 Batch  794/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8867, Loss: 0.0977
Epoch  13 Batch  795/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8885, Loss: 0.1160
Epoch  13 Batch  796/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8867, Loss: 0.1089
Epoch  13 Batch  797/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8881, Loss: 0.1052
Epoch  13 Batch  798/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8928, Loss: 0.1090
Epoch  13 Batch  799/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8878, Loss: 0.1287
Epoch  13 Batch  800/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8832, Loss: 0.1009
Epoch  13 Batch  801/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8828, Loss: 0.1064
Epoch  13 Batch  802/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8828, Loss: 0.1174
Epoch  13 Batch  803/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8853, Loss: 0.1105
Epoch  13 Batch  804/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8871, Loss: 0.1043
Epoch  13 Batch  805/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8874, Loss: 0.1151
Epoch  13 Batch  806/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8825, Loss: 0.1040
Epoch  13 Batch  807/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8817, Loss: 0.0921
Epoch  13 Batch  808/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8764, Loss: 0.1276
Epoch  13 Batch  809/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8761, Loss: 0.1265
Epoch  13 Batch  810/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8757, Loss: 0.0984
Epoch  13 Batch  811/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8725, Loss: 0.1013
Epoch  13 Batch  812/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8629, Loss: 0.1160
Epoch  13 Batch  813/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8768, Loss: 0.1155
Epoch  13 Batch  814/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8786, Loss: 0.1201
Epoch  13 Batch  815/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8853, Loss: 0.1008
Epoch  13 Batch  816/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8853, Loss: 0.1140
Epoch  13 Batch  817/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8860, Loss: 0.1153
Epoch  13 Batch  818/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8885, Loss: 0.1064
Epoch  13 Batch  819/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8842, Loss: 0.1060
Epoch  13 Batch  820/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8881, Loss: 0.1153
Epoch  13 Batch  821/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8881, Loss: 0.1041
Epoch  13 Batch  822/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8881, Loss: 0.1058
Epoch  13 Batch  823/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8878, Loss: 0.1023
Epoch  13 Batch  824/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8871, Loss: 0.1057
Epoch  13 Batch  825/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8732, Loss: 0.1004
Epoch  13 Batch  826/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8782, Loss: 0.1022
Epoch  13 Batch  827/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8846, Loss: 0.1044
Epoch  13 Batch  828/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8839, Loss: 0.1100
Epoch  13 Batch  829/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.8874, Loss: 0.1289
Epoch  13 Batch  830/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8871, Loss: 0.1071
Epoch  13 Batch  831/1077 - Train Accuracy: 0.8270, Validation Accuracy: 0.8864, Loss: 0.1065
Epoch  13 Batch  832/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8874, Loss: 0.1024
Epoch  13 Batch  833/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8761, Loss: 0.1102
Epoch  13 Batch  834/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8707, Loss: 0.1137
Epoch  13 Batch  835/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8736, Loss: 0.1080
Epoch  13 Batch  836/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8789, Loss: 0.1123
Epoch  13 Batch  837/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8789, Loss: 0.1170
Epoch  13 Batch  838/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8810, Loss: 0.1004
Epoch  13 Batch  839/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8750, Loss: 0.1015
Epoch  13 Batch  840/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8754, Loss: 0.1076
Epoch  13 Batch  841/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8697, Loss: 0.1198
Epoch  13 Batch  842/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8697, Loss: 0.0935
Epoch  13 Batch  843/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8654, Loss: 0.0966
Epoch  13 Batch  844/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8789, Loss: 0.1016
Epoch  13 Batch  845/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8786, Loss: 0.1007
Epoch  13 Batch  846/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8828, Loss: 0.1185
Epoch  13 Batch  847/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8910, Loss: 0.1182
Epoch  13 Batch  848/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8849, Loss: 0.0994
Epoch  13 Batch  849/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8807, Loss: 0.0914
Epoch  13 Batch  850/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8867, Loss: 0.1340
Epoch  13 Batch  851/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.8867, Loss: 0.1047
Epoch  13 Batch  852/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8828, Loss: 0.1257
Epoch  13 Batch  853/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8828, Loss: 0.1038
Epoch  13 Batch  854/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8828, Loss: 0.1183
Epoch  13 Batch  855/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8768, Loss: 0.1157
Epoch  13 Batch  856/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8778, Loss: 0.1137
Epoch  13 Batch  857/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8700, Loss: 0.1014
Epoch  13 Batch  858/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8761, Loss: 0.0981
Epoch  13 Batch  859/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8707, Loss: 0.1096
Epoch  13 Batch  860/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8757, Loss: 0.1118
Epoch  13 Batch  861/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8764, Loss: 0.1051
Epoch  13 Batch  862/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8683, Loss: 0.1017
Epoch  13 Batch  863/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8736, Loss: 0.0910
Epoch  13 Batch  864/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8739, Loss: 0.1069
Epoch  13 Batch  865/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8903, Loss: 0.1068
Epoch  13 Batch  866/1077 - Train Accuracy: 0.8698, Validation Accuracy: 0.8786, Loss: 0.1099
Epoch  13 Batch  867/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8761, Loss: 0.1583
Epoch  13 Batch  868/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8718, Loss: 0.1052
Epoch  13 Batch  869/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8739, Loss: 0.1144
Epoch  13 Batch  870/1077 - Train Accuracy: 0.8549, Validation Accuracy: 0.8761, Loss: 0.1206
Epoch  13 Batch  871/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8778, Loss: 0.1067
Epoch  13 Batch  872/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8711, Loss: 0.1011
Epoch  13 Batch  873/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8647, Loss: 0.1112
Epoch  13 Batch  874/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8626, Loss: 0.1116
Epoch  13 Batch  875/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8626, Loss: 0.1099
Epoch  13 Batch  876/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8661, Loss: 0.1018
Epoch  13 Batch  877/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8672, Loss: 0.0888
Epoch  13 Batch  878/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8672, Loss: 0.1034
Epoch  13 Batch  879/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8690, Loss: 0.0919
Epoch  13 Batch  880/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8697, Loss: 0.1115
Epoch  13 Batch  881/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8668, Loss: 0.1071
Epoch  13 Batch  882/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8707, Loss: 0.1299
Epoch  13 Batch  883/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8743, Loss: 0.1362
Epoch  13 Batch  884/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8722, Loss: 0.1040
Epoch  13 Batch  885/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8672, Loss: 0.0888
Epoch  13 Batch  886/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8754, Loss: 0.1024
Epoch  13 Batch  887/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8714, Loss: 0.1204
Epoch  13 Batch  888/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8626, Loss: 0.1137
Epoch  13 Batch  889/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8562, Loss: 0.1132
Epoch  13 Batch  890/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8636, Loss: 0.1039
Epoch  13 Batch  891/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8569, Loss: 0.1010
Epoch  13 Batch  892/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8643, Loss: 0.0939
Epoch  13 Batch  893/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8668, Loss: 0.1308
Epoch  13 Batch  894/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8718, Loss: 0.1013
Epoch  13 Batch  895/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8626, Loss: 0.1159
Epoch  13 Batch  896/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8651, Loss: 0.1237
Epoch  13 Batch  897/1077 - Train Accuracy: 0.8653, Validation Accuracy: 0.8672, Loss: 0.0978
Epoch  13 Batch  898/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8683, Loss: 0.0964
Epoch  13 Batch  899/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8814, Loss: 0.1168
Epoch  13 Batch  900/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8700, Loss: 0.1144
Epoch  13 Batch  901/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8672, Loss: 0.1257
Epoch  13 Batch  902/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8718, Loss: 0.1245
Epoch  13 Batch  903/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8725, Loss: 0.1017
Epoch  13 Batch  904/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8782, Loss: 0.0987
Epoch  13 Batch  905/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8768, Loss: 0.0972
Epoch  13 Batch  906/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8800, Loss: 0.0896
Epoch  13 Batch  907/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8832, Loss: 0.1071
Epoch  13 Batch  908/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8786, Loss: 0.1144
Epoch  13 Batch  909/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8743, Loss: 0.1171
Epoch  13 Batch  910/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8910, Loss: 0.1117
Epoch  13 Batch  911/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8860, Loss: 0.1202
Epoch  13 Batch  912/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8857, Loss: 0.1101
Epoch  13 Batch  913/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8864, Loss: 0.1280
Epoch  13 Batch  914/1077 - Train Accuracy: 0.8913, Validation Accuracy: 0.8835, Loss: 0.1326
Epoch  13 Batch  915/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8871, Loss: 0.1111
Epoch  13 Batch  916/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.1127
Epoch  13 Batch  917/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8704, Loss: 0.1020
Epoch  13 Batch  918/1077 - Train Accuracy: 0.8679, Validation Accuracy: 0.8718, Loss: 0.0995
Epoch  13 Batch  919/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8757, Loss: 0.0920
Epoch  13 Batch  920/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8761, Loss: 0.1162
Epoch  13 Batch  921/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8860, Loss: 0.1154
Epoch  13 Batch  922/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8750, Loss: 0.1078
Epoch  13 Batch  923/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8771, Loss: 0.1093
Epoch  13 Batch  924/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8668, Loss: 0.1187
Epoch  13 Batch  925/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8700, Loss: 0.1030
Epoch  13 Batch  926/1077 - Train Accuracy: 0.8559, Validation Accuracy: 0.8654, Loss: 0.1198
Epoch  13 Batch  927/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8718, Loss: 0.1120
Epoch  13 Batch  928/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8672, Loss: 0.1083
Epoch  13 Batch  929/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8683, Loss: 0.1119
Epoch  13 Batch  930/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8757, Loss: 0.0953
Epoch  13 Batch  931/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8757, Loss: 0.1080
Epoch  13 Batch  932/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8761, Loss: 0.1152
Epoch  13 Batch  933/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8683, Loss: 0.0993
Epoch  13 Batch  934/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8697, Loss: 0.1017
Epoch  13 Batch  935/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8697, Loss: 0.1045
Epoch  13 Batch  936/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8690, Loss: 0.1126
Epoch  13 Batch  937/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8849, Loss: 0.1208
Epoch  13 Batch  938/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8704, Loss: 0.1156
Epoch  13 Batch  939/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8690, Loss: 0.1108
Epoch  13 Batch  940/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8707, Loss: 0.1047
Epoch  13 Batch  941/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8647, Loss: 0.0929
Epoch  13 Batch  942/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8697, Loss: 0.1165
Epoch  13 Batch  943/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8686, Loss: 0.1101
Epoch  13 Batch  944/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8786, Loss: 0.0974
Epoch  13 Batch  945/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8746, Loss: 0.0972
Epoch  13 Batch  946/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8714, Loss: 0.1023
Epoch  13 Batch  947/1077 - Train Accuracy: 0.8294, Validation Accuracy: 0.8743, Loss: 0.1212
Epoch  13 Batch  948/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8743, Loss: 0.1038
Epoch  13 Batch  949/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8739, Loss: 0.0890
Epoch  13 Batch  950/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8750, Loss: 0.0987
Epoch  13 Batch  951/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8746, Loss: 0.1133
Epoch  13 Batch  952/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8743, Loss: 0.0966
Epoch  13 Batch  953/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8750, Loss: 0.0946
Epoch  13 Batch  954/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8768, Loss: 0.1189
Epoch  13 Batch  955/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8789, Loss: 0.1086
Epoch  13 Batch  956/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8793, Loss: 0.1059
Epoch  13 Batch  957/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8793, Loss: 0.1000
Epoch  13 Batch  958/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8835, Loss: 0.1135
Epoch  13 Batch  959/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8835, Loss: 0.1075
Epoch  13 Batch  960/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8775, Loss: 0.1036
Epoch  13 Batch  961/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8782, Loss: 0.0980
Epoch  13 Batch  962/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8786, Loss: 0.0996
Epoch  13 Batch  963/1077 - Train Accuracy: 0.8924, Validation Accuracy: 0.8786, Loss: 0.1238
Epoch  13 Batch  964/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8729, Loss: 0.1000
Epoch  13 Batch  965/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8786, Loss: 0.1171
Epoch  13 Batch  966/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8782, Loss: 0.0862
Epoch  13 Batch  967/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8786, Loss: 0.1028
Epoch  13 Batch  968/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8778, Loss: 0.1201
Epoch  13 Batch  969/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8825, Loss: 0.1208
Epoch  13 Batch  970/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8732, Loss: 0.1140
Epoch  13 Batch  971/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8732, Loss: 0.1076
Epoch  13 Batch  972/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8722, Loss: 0.1023
Epoch  13 Batch  973/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8825, Loss: 0.0924
Epoch  13 Batch  974/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8871, Loss: 0.0967
Epoch  13 Batch  975/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8846, Loss: 0.1020
Epoch  13 Batch  976/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8814, Loss: 0.0975
Epoch  13 Batch  977/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8714, Loss: 0.0928
Epoch  13 Batch  978/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8768, Loss: 0.1151
Epoch  13 Batch  979/1077 - Train Accuracy: 0.8697, Validation Accuracy: 0.8764, Loss: 0.1111
Epoch  13 Batch  980/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8896, Loss: 0.1142
Epoch  13 Batch  981/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8828, Loss: 0.1021
Epoch  13 Batch  982/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8821, Loss: 0.1086
Epoch  13 Batch  983/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8828, Loss: 0.1097
Epoch  13 Batch  984/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8775, Loss: 0.1199
Epoch  13 Batch  985/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8775, Loss: 0.1005
Epoch  13 Batch  986/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8821, Loss: 0.1009
Epoch  13 Batch  987/1077 - Train Accuracy: 0.8757, Validation Accuracy: 0.8718, Loss: 0.0957
Epoch  13 Batch  988/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8672, Loss: 0.1038
Epoch  13 Batch  989/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8679, Loss: 0.1247
Epoch  13 Batch  990/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8718, Loss: 0.1163
Epoch  13 Batch  991/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8704, Loss: 0.1076
Epoch  13 Batch  992/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8761, Loss: 0.1080
Epoch  13 Batch  993/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8768, Loss: 0.0840
Epoch  13 Batch  994/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8821, Loss: 0.0950
Epoch  13 Batch  995/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8771, Loss: 0.0975
Epoch  13 Batch  996/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8668, Loss: 0.1007
Epoch  13 Batch  997/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8764, Loss: 0.1147
Epoch  13 Batch  998/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8761, Loss: 0.1013
Epoch  13 Batch  999/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8665, Loss: 0.1050
Epoch  13 Batch 1000/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8679, Loss: 0.1032
Epoch  13 Batch 1001/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8725, Loss: 0.0868
Epoch  13 Batch 1002/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8771, Loss: 0.0914
Epoch  13 Batch 1003/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8807, Loss: 0.0983
Epoch  13 Batch 1004/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8906, Loss: 0.1085
Epoch  13 Batch 1005/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8931, Loss: 0.1053
Epoch  13 Batch 1006/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8871, Loss: 0.0930
Epoch  13 Batch 1007/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8871, Loss: 0.0956
Epoch  13 Batch 1008/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8871, Loss: 0.1052
Epoch  13 Batch 1009/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8839, Loss: 0.0861
Epoch  13 Batch 1010/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8917, Loss: 0.1011
Epoch  13 Batch 1011/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8917, Loss: 0.0980
Epoch  13 Batch 1012/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8956, Loss: 0.0905
Epoch  13 Batch 1013/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8906, Loss: 0.0907
Epoch  13 Batch 1014/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8931, Loss: 0.0997
Epoch  13 Batch 1015/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8874, Loss: 0.1193
Epoch  13 Batch 1016/1077 - Train Accuracy: 0.8504, Validation Accuracy: 0.8867, Loss: 0.1207
Epoch  13 Batch 1017/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8874, Loss: 0.1001
Epoch  13 Batch 1018/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8899, Loss: 0.1041
Epoch  13 Batch 1019/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9009, Loss: 0.1192
Epoch  13 Batch 1020/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8942, Loss: 0.0969
Epoch  13 Batch 1021/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8935, Loss: 0.1148
Epoch  13 Batch 1022/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8892, Loss: 0.0963
Epoch  13 Batch 1023/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8857, Loss: 0.0956
Epoch  13 Batch 1024/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8885, Loss: 0.1084
Epoch  13 Batch 1025/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8874, Loss: 0.1040
Epoch  13 Batch 1026/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8853, Loss: 0.1079
Epoch  13 Batch 1027/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8899, Loss: 0.1065
Epoch  13 Batch 1028/1077 - Train Accuracy: 0.8471, Validation Accuracy: 0.8878, Loss: 0.1158
Epoch  13 Batch 1029/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8754, Loss: 0.0910
Epoch  13 Batch 1030/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8786, Loss: 0.1085
Epoch  13 Batch 1031/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8796, Loss: 0.1218
Epoch  13 Batch 1032/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8768, Loss: 0.1215
Epoch  13 Batch 1033/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8814, Loss: 0.1074
Epoch  13 Batch 1034/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8707, Loss: 0.1124
Epoch  13 Batch 1035/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8704, Loss: 0.0827
Epoch  13 Batch 1036/1077 - Train Accuracy: 0.8765, Validation Accuracy: 0.8647, Loss: 0.1351
Epoch  13 Batch 1037/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8679, Loss: 0.1063
Epoch  13 Batch 1038/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8732, Loss: 0.1185
Epoch  13 Batch 1039/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8683, Loss: 0.1033
Epoch  13 Batch 1040/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8640, Loss: 0.1079
Epoch  13 Batch 1041/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8683, Loss: 0.1123
Epoch  13 Batch 1042/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8626, Loss: 0.1041
Epoch  13 Batch 1043/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8807, Loss: 0.1266
Epoch  13 Batch 1044/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8793, Loss: 0.1075
Epoch  13 Batch 1045/1077 - Train Accuracy: 0.8641, Validation Accuracy: 0.8832, Loss: 0.1062
Epoch  13 Batch 1046/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8846, Loss: 0.0903
Epoch  13 Batch 1047/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8793, Loss: 0.0992
Epoch  13 Batch 1048/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8778, Loss: 0.1030
Epoch  13 Batch 1049/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8757, Loss: 0.1066
Epoch  13 Batch 1050/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8821, Loss: 0.0932
Epoch  13 Batch 1051/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8892, Loss: 0.1046
Epoch  13 Batch 1052/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8988, Loss: 0.0983
Epoch  13 Batch 1053/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8967, Loss: 0.1050
Epoch  13 Batch 1054/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8924, Loss: 0.0890
Epoch  13 Batch 1055/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8817, Loss: 0.1345
Epoch  13 Batch 1056/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8828, Loss: 0.1074
Epoch  13 Batch 1057/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8800, Loss: 0.1228
Epoch  13 Batch 1058/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8778, Loss: 0.1168
Epoch  13 Batch 1059/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8842, Loss: 0.1279
Epoch  13 Batch 1060/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8768, Loss: 0.0976
Epoch  13 Batch 1061/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8768, Loss: 0.1220
Epoch  13 Batch 1062/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8746, Loss: 0.1253
Epoch  13 Batch 1063/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8832, Loss: 0.1166
Epoch  13 Batch 1064/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8842, Loss: 0.1018
Epoch  13 Batch 1065/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8842, Loss: 0.1073
Epoch  13 Batch 1066/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8743, Loss: 0.0912
Epoch  13 Batch 1067/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8814, Loss: 0.1126
Epoch  13 Batch 1068/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8814, Loss: 0.0970
Epoch  13 Batch 1069/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8853, Loss: 0.0997
Epoch  13 Batch 1070/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8874, Loss: 0.1002
Epoch  13 Batch 1071/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8817, Loss: 0.0995
Epoch  13 Batch 1072/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8821, Loss: 0.0999
Epoch  13 Batch 1073/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8810, Loss: 0.1170
Epoch  13 Batch 1074/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8782, Loss: 0.1200
Epoch  13 Batch 1075/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8782, Loss: 0.1101
Epoch  14 Batch    1/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8722, Loss: 0.0879
Epoch  14 Batch    2/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8778, Loss: 0.1052
Epoch  14 Batch    3/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8739, Loss: 0.1027
Epoch  14 Batch    4/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8817, Loss: 0.1006
Epoch  14 Batch    5/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8839, Loss: 0.1176
Epoch  14 Batch    6/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8789, Loss: 0.1031
Epoch  14 Batch    7/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8825, Loss: 0.0990
Epoch  14 Batch    8/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8764, Loss: 0.0961
Epoch  14 Batch    9/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8725, Loss: 0.1023
Epoch  14 Batch   10/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8739, Loss: 0.0993
Epoch  14 Batch   11/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8796, Loss: 0.1123
Epoch  14 Batch   12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8796, Loss: 0.1038
Epoch  14 Batch   13/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8704, Loss: 0.1258
Epoch  14 Batch   14/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8743, Loss: 0.0880
Epoch  14 Batch   15/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8732, Loss: 0.1003
Epoch  14 Batch   16/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8729, Loss: 0.1088
Epoch  14 Batch   17/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8807, Loss: 0.1023
Epoch  14 Batch   18/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8853, Loss: 0.1030
Epoch  14 Batch   19/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8857, Loss: 0.1008
Epoch  14 Batch   20/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8853, Loss: 0.0925
Epoch  14 Batch   21/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8807, Loss: 0.1094
Epoch  14 Batch   22/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8814, Loss: 0.1079
Epoch  14 Batch   23/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8697, Loss: 0.0949
Epoch  14 Batch   24/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8732, Loss: 0.0953
Epoch  14 Batch   25/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8693, Loss: 0.0991
Epoch  14 Batch   26/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8786, Loss: 0.1105
Epoch  14 Batch   27/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8796, Loss: 0.0863
Epoch  14 Batch   28/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8849, Loss: 0.0987
Epoch  14 Batch   29/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8775, Loss: 0.1070
Epoch  14 Batch   30/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8757, Loss: 0.0951
Epoch  14 Batch   31/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8750, Loss: 0.0998
Epoch  14 Batch   32/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8750, Loss: 0.0891
Epoch  14 Batch   33/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8697, Loss: 0.0982
Epoch  14 Batch   34/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8796, Loss: 0.1026
Epoch  14 Batch   35/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8789, Loss: 0.1020
Epoch  14 Batch   36/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8793, Loss: 0.1046
Epoch  14 Batch   37/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8796, Loss: 0.0995
Epoch  14 Batch   38/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8807, Loss: 0.1237
Epoch  14 Batch   39/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8860, Loss: 0.1174
Epoch  14 Batch   40/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8768, Loss: 0.1008
Epoch  14 Batch   41/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8825, Loss: 0.0970
Epoch  14 Batch   42/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8778, Loss: 0.1087
Epoch  14 Batch   43/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8789, Loss: 0.0911
Epoch  14 Batch   44/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8821, Loss: 0.0921
Epoch  14 Batch   45/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8839, Loss: 0.1007
Epoch  14 Batch   46/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8778, Loss: 0.1125
Epoch  14 Batch   47/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8768, Loss: 0.1002
Epoch  14 Batch   48/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8743, Loss: 0.1249
Epoch  14 Batch   49/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8750, Loss: 0.1091
Epoch  14 Batch   50/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8800, Loss: 0.0947
Epoch  14 Batch   51/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8860, Loss: 0.1006
Epoch  14 Batch   52/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8835, Loss: 0.1170
Epoch  14 Batch   53/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8807, Loss: 0.1001
Epoch  14 Batch   54/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8810, Loss: 0.1349
Epoch  14 Batch   55/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8803, Loss: 0.0954
Epoch  14 Batch   56/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8796, Loss: 0.0915
Epoch  14 Batch   57/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8782, Loss: 0.1042
Epoch  14 Batch   58/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8764, Loss: 0.0888
Epoch  14 Batch   59/1077 - Train Accuracy: 0.8643, Validation Accuracy: 0.8775, Loss: 0.1098
Epoch  14 Batch   60/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8881, Loss: 0.0927
Epoch  14 Batch   61/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8878, Loss: 0.1092
Epoch  14 Batch   62/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8835, Loss: 0.1168
Epoch  14 Batch   63/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8864, Loss: 0.0838
Epoch  14 Batch   64/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8857, Loss: 0.0960
Epoch  14 Batch   65/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8853, Loss: 0.1028
Epoch  14 Batch   66/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8817, Loss: 0.0815
Epoch  14 Batch   67/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8842, Loss: 0.0982
Epoch  14 Batch   68/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8874, Loss: 0.1096
Epoch  14 Batch   69/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8871, Loss: 0.1172
Epoch  14 Batch   70/1077 - Train Accuracy: 0.8520, Validation Accuracy: 0.8764, Loss: 0.1151
Epoch  14 Batch   71/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8817, Loss: 0.0782
Epoch  14 Batch   72/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8871, Loss: 0.1005
Epoch  14 Batch   73/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8881, Loss: 0.1013
Epoch  14 Batch   74/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8835, Loss: 0.0913
Epoch  14 Batch   75/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8896, Loss: 0.1290
Epoch  14 Batch   76/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8949, Loss: 0.0848
Epoch  14 Batch   77/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8981, Loss: 0.0973
Epoch  14 Batch   78/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8903, Loss: 0.1006
Epoch  14 Batch   79/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8942, Loss: 0.0958
Epoch  14 Batch   80/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8814, Loss: 0.0952
Epoch  14 Batch   81/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8825, Loss: 0.0924
Epoch  14 Batch   82/1077 - Train Accuracy: 0.8995, Validation Accuracy: 0.8849, Loss: 0.0986
Epoch  14 Batch   83/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0987
Epoch  14 Batch   84/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8960, Loss: 0.0968
Epoch  14 Batch   85/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8942, Loss: 0.0973
Epoch  14 Batch   86/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8888, Loss: 0.0980
Epoch  14 Batch   87/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8938, Loss: 0.1218
Epoch  14 Batch   88/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8821, Loss: 0.1142
Epoch  14 Batch   89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8839, Loss: 0.1025
Epoch  14 Batch   90/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8825, Loss: 0.1005
Epoch  14 Batch   91/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8888, Loss: 0.0892
Epoch  14 Batch   92/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8906, Loss: 0.1021
Epoch  14 Batch   93/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8931, Loss: 0.1038
Epoch  14 Batch   94/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8928, Loss: 0.0819
Epoch  14 Batch   95/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8931, Loss: 0.1092
Epoch  14 Batch   96/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8892, Loss: 0.1113
Epoch  14 Batch   97/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8857, Loss: 0.0992
Epoch  14 Batch   98/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8814, Loss: 0.1021
Epoch  14 Batch   99/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8778, Loss: 0.0913
Epoch  14 Batch  100/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8782, Loss: 0.0943
Epoch  14 Batch  101/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8874, Loss: 0.0870
Epoch  14 Batch  102/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8920, Loss: 0.0941
Epoch  14 Batch  103/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8857, Loss: 0.1185
Epoch  14 Batch  104/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8874, Loss: 0.1036
Epoch  14 Batch  105/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8775, Loss: 0.0959
Epoch  14 Batch  106/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8817, Loss: 0.1142
Epoch  14 Batch  107/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8970, Loss: 0.0996
Epoch  14 Batch  108/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8913, Loss: 0.0926
Epoch  14 Batch  109/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8896, Loss: 0.1003
Epoch  14 Batch  110/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8910, Loss: 0.0854
Epoch  14 Batch  111/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8832, Loss: 0.0978
Epoch  14 Batch  112/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8825, Loss: 0.0948
Epoch  14 Batch  113/1077 - Train Accuracy: 0.8453, Validation Accuracy: 0.8814, Loss: 0.1138
Epoch  14 Batch  114/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8821, Loss: 0.0816
Epoch  14 Batch  115/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8775, Loss: 0.1108
Epoch  14 Batch  116/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8768, Loss: 0.1214
Epoch  14 Batch  117/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8849, Loss: 0.1050
Epoch  14 Batch  118/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8814, Loss: 0.1043
Epoch  14 Batch  119/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8967, Loss: 0.0978
Epoch  14 Batch  120/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8967, Loss: 0.1105
Epoch  14 Batch  121/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8903, Loss: 0.0982
Epoch  14 Batch  122/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8857, Loss: 0.0901
Epoch  14 Batch  123/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8789, Loss: 0.0853
Epoch  14 Batch  124/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8793, Loss: 0.1086
Epoch  14 Batch  125/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8828, Loss: 0.1001
Epoch  14 Batch  126/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8832, Loss: 0.0854
Epoch  14 Batch  127/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8754, Loss: 0.0914
Epoch  14 Batch  128/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.8960, Loss: 0.0957
Epoch  14 Batch  129/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.1044
Epoch  14 Batch  130/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8931, Loss: 0.0909
Epoch  14 Batch  131/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8803, Loss: 0.0989
Epoch  14 Batch  132/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8754, Loss: 0.0995
Epoch  14 Batch  133/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8697, Loss: 0.0955
Epoch  14 Batch  134/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8697, Loss: 0.0887
Epoch  14 Batch  135/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8683, Loss: 0.0945
Epoch  14 Batch  136/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8700, Loss: 0.0867
Epoch  14 Batch  137/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8718, Loss: 0.0843
Epoch  14 Batch  138/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8817, Loss: 0.0954
Epoch  14 Batch  139/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8874, Loss: 0.1002
Epoch  14 Batch  140/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8899, Loss: 0.1038
Epoch  14 Batch  141/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8821, Loss: 0.0960
Epoch  14 Batch  142/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8821, Loss: 0.0935
Epoch  14 Batch  143/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8775, Loss: 0.1068
Epoch  14 Batch  144/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8796, Loss: 0.1218
Epoch  14 Batch  145/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8782, Loss: 0.0985
Epoch  14 Batch  146/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8782, Loss: 0.1298
Epoch  14 Batch  147/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8789, Loss: 0.1014
Epoch  14 Batch  148/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8786, Loss: 0.1061
Epoch  14 Batch  149/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8746, Loss: 0.1047
Epoch  14 Batch  150/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8896, Loss: 0.1025
Epoch  14 Batch  151/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.8750, Loss: 0.0893
Epoch  14 Batch  152/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8764, Loss: 0.1127
Epoch  14 Batch  153/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8768, Loss: 0.1119
Epoch  14 Batch  154/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8817, Loss: 0.1096
Epoch  14 Batch  155/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8789, Loss: 0.1040
Epoch  14 Batch  156/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8817, Loss: 0.0912
Epoch  14 Batch  157/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8888, Loss: 0.1012
Epoch  14 Batch  158/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8849, Loss: 0.1049
Epoch  14 Batch  159/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8722, Loss: 0.0897
Epoch  14 Batch  160/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8771, Loss: 0.0890
Epoch  14 Batch  161/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8899, Loss: 0.0912
Epoch  14 Batch  162/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8910, Loss: 0.1231
Epoch  14 Batch  163/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8860, Loss: 0.1063
Epoch  14 Batch  164/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8842, Loss: 0.1010
Epoch  14 Batch  165/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8853, Loss: 0.1078
Epoch  14 Batch  166/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8810, Loss: 0.1089
Epoch  14 Batch  167/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8807, Loss: 0.0930
Epoch  14 Batch  168/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8800, Loss: 0.1143
Epoch  14 Batch  169/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.1052
Epoch  14 Batch  170/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8782, Loss: 0.1024
Epoch  14 Batch  171/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8768, Loss: 0.0918
Epoch  14 Batch  172/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8771, Loss: 0.0834
Epoch  14 Batch  173/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8874, Loss: 0.1033
Epoch  14 Batch  174/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8871, Loss: 0.0976
Epoch  14 Batch  175/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8828, Loss: 0.0958
Epoch  14 Batch  176/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8754, Loss: 0.1014
Epoch  14 Batch  177/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8807, Loss: 0.1015
Epoch  14 Batch  178/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8718, Loss: 0.0991
Epoch  14 Batch  179/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8718, Loss: 0.1046
Epoch  14 Batch  180/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8711, Loss: 0.0911
Epoch  14 Batch  181/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8750, Loss: 0.1075
Epoch  14 Batch  182/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8711, Loss: 0.1045
Epoch  14 Batch  183/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8878, Loss: 0.1090
Epoch  14 Batch  184/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8835, Loss: 0.0953
Epoch  14 Batch  185/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8888, Loss: 0.0982
Epoch  14 Batch  186/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8881, Loss: 0.1006
Epoch  14 Batch  187/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8825, Loss: 0.0839
Epoch  14 Batch  188/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8825, Loss: 0.0915
Epoch  14 Batch  189/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8832, Loss: 0.1003
Epoch  14 Batch  190/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8828, Loss: 0.0978
Epoch  14 Batch  191/1077 - Train Accuracy: 0.8690, Validation Accuracy: 0.8931, Loss: 0.0872
Epoch  14 Batch  192/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8928, Loss: 0.1251
Epoch  14 Batch  193/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8810, Loss: 0.0950
Epoch  14 Batch  194/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8761, Loss: 0.0869
Epoch  14 Batch  195/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8814, Loss: 0.0936
Epoch  14 Batch  196/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8878, Loss: 0.0946
Epoch  14 Batch  197/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8828, Loss: 0.1082
Epoch  14 Batch  198/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8817, Loss: 0.0979
Epoch  14 Batch  199/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8888, Loss: 0.0831
Epoch  14 Batch  200/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8835, Loss: 0.0992
Epoch  14 Batch  201/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8835, Loss: 0.0856
Epoch  14 Batch  202/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8665, Loss: 0.0984
Epoch  14 Batch  203/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8746, Loss: 0.1038
Epoch  14 Batch  204/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8828, Loss: 0.1146
Epoch  14 Batch  205/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8878, Loss: 0.1062
Epoch  14 Batch  206/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8864, Loss: 0.0943
Epoch  14 Batch  207/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8828, Loss: 0.0900
Epoch  14 Batch  208/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8892, Loss: 0.0980
Epoch  14 Batch  209/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8881, Loss: 0.0849
Epoch  14 Batch  210/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8864, Loss: 0.1024
Epoch  14 Batch  211/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8871, Loss: 0.0967
Epoch  14 Batch  212/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8853, Loss: 0.0920
Epoch  14 Batch  213/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8857, Loss: 0.0867
Epoch  14 Batch  214/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8853, Loss: 0.0954
Epoch  14 Batch  215/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8860, Loss: 0.1093
Epoch  14 Batch  216/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8814, Loss: 0.1123
Epoch  14 Batch  217/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8768, Loss: 0.0922
Epoch  14 Batch  218/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8718, Loss: 0.1142
Epoch  14 Batch  219/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8640, Loss: 0.0911
Epoch  14 Batch  220/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8693, Loss: 0.0949
Epoch  14 Batch  221/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8817, Loss: 0.0979
Epoch  14 Batch  222/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8817, Loss: 0.0970
Epoch  14 Batch  223/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8817, Loss: 0.0976
Epoch  14 Batch  224/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8814, Loss: 0.1071
Epoch  14 Batch  225/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8860, Loss: 0.1076
Epoch  14 Batch  226/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8771, Loss: 0.0856
Epoch  14 Batch  227/1077 - Train Accuracy: 0.8289, Validation Accuracy: 0.8761, Loss: 0.1107
Epoch  14 Batch  228/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8764, Loss: 0.0947
Epoch  14 Batch  229/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8754, Loss: 0.1052
Epoch  14 Batch  230/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8853, Loss: 0.0853
Epoch  14 Batch  231/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8924, Loss: 0.1119
Epoch  14 Batch  232/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8935, Loss: 0.0873
Epoch  14 Batch  233/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8931, Loss: 0.1103
Epoch  14 Batch  234/1077 - Train Accuracy: 0.8646, Validation Accuracy: 0.8842, Loss: 0.1135
Epoch  14 Batch  235/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8853, Loss: 0.0945
Epoch  14 Batch  236/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8846, Loss: 0.1037
Epoch  14 Batch  237/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8807, Loss: 0.0840
Epoch  14 Batch  238/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8810, Loss: 0.0971
Epoch  14 Batch  239/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8860, Loss: 0.0796
Epoch  14 Batch  240/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8867, Loss: 0.0836
Epoch  14 Batch  241/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8864, Loss: 0.0861
Epoch  14 Batch  242/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8917, Loss: 0.0922
Epoch  14 Batch  243/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.8885, Loss: 0.1023
Epoch  14 Batch  244/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8867, Loss: 0.0866
Epoch  14 Batch  245/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8871, Loss: 0.0899
Epoch  14 Batch  246/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8878, Loss: 0.1015
Epoch  14 Batch  247/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8885, Loss: 0.0937
Epoch  14 Batch  248/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8771, Loss: 0.0935
Epoch  14 Batch  249/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.0891
Epoch  14 Batch  250/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8786, Loss: 0.0855
Epoch  14 Batch  251/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8786, Loss: 0.1052
Epoch  14 Batch  252/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8849, Loss: 0.0954
Epoch  14 Batch  253/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8853, Loss: 0.0890
Epoch  14 Batch  254/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8952, Loss: 0.0942
Epoch  14 Batch  255/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8807, Loss: 0.0949
Epoch  14 Batch  256/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8906, Loss: 0.1257
Epoch  14 Batch  257/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8906, Loss: 0.1043
Epoch  14 Batch  258/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8906, Loss: 0.0917
Epoch  14 Batch  259/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8849, Loss: 0.0912
Epoch  14 Batch  260/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8825, Loss: 0.0929
Epoch  14 Batch  261/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8860, Loss: 0.0939
Epoch  14 Batch  262/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8835, Loss: 0.0865
Epoch  14 Batch  263/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8842, Loss: 0.0856
Epoch  14 Batch  264/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8881, Loss: 0.0981
Epoch  14 Batch  265/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.8835, Loss: 0.0938
Epoch  14 Batch  266/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8825, Loss: 0.0971
Epoch  14 Batch  267/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.8768, Loss: 0.0824
Epoch  14 Batch  268/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8786, Loss: 0.1042
Epoch  14 Batch  269/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8786, Loss: 0.1073
Epoch  14 Batch  270/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8832, Loss: 0.1050
Epoch  14 Batch  271/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8885, Loss: 0.0895
Epoch  14 Batch  272/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8899, Loss: 0.1338
Epoch  14 Batch  273/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8874, Loss: 0.0947
Epoch  14 Batch  274/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8825, Loss: 0.1013
Epoch  14 Batch  275/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8754, Loss: 0.0975
Epoch  14 Batch  276/1077 - Train Accuracy: 0.8430, Validation Accuracy: 0.8842, Loss: 0.1221
Epoch  14 Batch  277/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8864, Loss: 0.0885
Epoch  14 Batch  278/1077 - Train Accuracy: 0.8539, Validation Accuracy: 0.8864, Loss: 0.1067
Epoch  14 Batch  279/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8832, Loss: 0.1140
Epoch  14 Batch  280/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8849, Loss: 0.0978
Epoch  14 Batch  281/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8846, Loss: 0.0994
Epoch  14 Batch  282/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8796, Loss: 0.1155
Epoch  14 Batch  283/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.8864, Loss: 0.1020
Epoch  14 Batch  284/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8903, Loss: 0.1004
Epoch  14 Batch  285/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8917, Loss: 0.0996
Epoch  14 Batch  286/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8722, Loss: 0.0910
Epoch  14 Batch  287/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8722, Loss: 0.0943
Epoch  14 Batch  288/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8718, Loss: 0.1083
Epoch  14 Batch  289/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8768, Loss: 0.0923
Epoch  14 Batch  290/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8821, Loss: 0.1220
Epoch  14 Batch  291/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8867, Loss: 0.1150
Epoch  14 Batch  292/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8881, Loss: 0.1005
Epoch  14 Batch  293/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8885, Loss: 0.1008
Epoch  14 Batch  294/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8917, Loss: 0.0928
Epoch  14 Batch  295/1077 - Train Accuracy: 0.8721, Validation Accuracy: 0.8924, Loss: 0.0994
Epoch  14 Batch  296/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8924, Loss: 0.0922
Epoch  14 Batch  297/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8874, Loss: 0.1086
Epoch  14 Batch  298/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8825, Loss: 0.1108
Epoch  14 Batch  299/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8835, Loss: 0.0981
Epoch  14 Batch  300/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.8864, Loss: 0.0867
Epoch  14 Batch  301/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8814, Loss: 0.0929
Epoch  14 Batch  302/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8814, Loss: 0.0941
Epoch  14 Batch  303/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8832, Loss: 0.1007
Epoch  14 Batch  304/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8789, Loss: 0.0921
Epoch  14 Batch  305/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8846, Loss: 0.1003
Epoch  14 Batch  306/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8896, Loss: 0.1050
Epoch  14 Batch  307/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8857, Loss: 0.0960
Epoch  14 Batch  308/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8807, Loss: 0.1074
Epoch  14 Batch  309/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8835, Loss: 0.0821
Epoch  14 Batch  310/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8825, Loss: 0.0960
Epoch  14 Batch  311/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8874, Loss: 0.0873
Epoch  14 Batch  312/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8881, Loss: 0.1100
Epoch  14 Batch  313/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8928, Loss: 0.0828
Epoch  14 Batch  314/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8881, Loss: 0.0967
Epoch  14 Batch  315/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8928, Loss: 0.0828
Epoch  14 Batch  316/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8931, Loss: 0.0917
Epoch  14 Batch  317/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9002, Loss: 0.1087
Epoch  14 Batch  318/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8942, Loss: 0.0884
Epoch  14 Batch  319/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8842, Loss: 0.1123
Epoch  14 Batch  320/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8839, Loss: 0.1103
Epoch  14 Batch  321/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8739, Loss: 0.0956
Epoch  14 Batch  322/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8718, Loss: 0.0885
Epoch  14 Batch  323/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8871, Loss: 0.1009
Epoch  14 Batch  324/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8828, Loss: 0.0960
Epoch  14 Batch  325/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8761, Loss: 0.0965
Epoch  14 Batch  326/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8761, Loss: 0.0916
Epoch  14 Batch  327/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8832, Loss: 0.1098
Epoch  14 Batch  328/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8732, Loss: 0.1110
Epoch  14 Batch  329/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8714, Loss: 0.0984
Epoch  14 Batch  330/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8714, Loss: 0.1022
Epoch  14 Batch  331/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8793, Loss: 0.0990
Epoch  14 Batch  332/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8796, Loss: 0.0754
Epoch  14 Batch  333/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.8771, Loss: 0.0819
Epoch  14 Batch  334/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8782, Loss: 0.0923
Epoch  14 Batch  335/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8786, Loss: 0.0942
Epoch  14 Batch  336/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8842, Loss: 0.1279
Epoch  14 Batch  337/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8846, Loss: 0.1136
Epoch  14 Batch  338/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.1181
Epoch  14 Batch  339/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8899, Loss: 0.0884
Epoch  14 Batch  340/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8903, Loss: 0.0916
Epoch  14 Batch  341/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8899, Loss: 0.1270
Epoch  14 Batch  342/1077 - Train Accuracy: 0.8638, Validation Accuracy: 0.8871, Loss: 0.0940
Epoch  14 Batch  343/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8860, Loss: 0.1006
Epoch  14 Batch  344/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8857, Loss: 0.0898
Epoch  14 Batch  345/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8878, Loss: 0.0919
Epoch  14 Batch  346/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8782, Loss: 0.0983
Epoch  14 Batch  347/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8750, Loss: 0.0849
Epoch  14 Batch  348/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8810, Loss: 0.0942
Epoch  14 Batch  349/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8860, Loss: 0.0920
Epoch  14 Batch  350/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8857, Loss: 0.1019
Epoch  14 Batch  351/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8849, Loss: 0.1033
Epoch  14 Batch  352/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8924, Loss: 0.0925
Epoch  14 Batch  353/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8928, Loss: 0.1088
Epoch  14 Batch  354/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8970, Loss: 0.1143
Epoch  14 Batch  355/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8888, Loss: 0.0964
Epoch  14 Batch  356/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8846, Loss: 0.1057
Epoch  14 Batch  357/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8839, Loss: 0.0931
Epoch  14 Batch  358/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8828, Loss: 0.1144
Epoch  14 Batch  359/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8817, Loss: 0.0936
Epoch  14 Batch  360/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8768, Loss: 0.0904
Epoch  14 Batch  361/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0938
Epoch  14 Batch  362/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8839, Loss: 0.1024
Epoch  14 Batch  363/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8910, Loss: 0.1030
Epoch  14 Batch  364/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8892, Loss: 0.1075
Epoch  14 Batch  365/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8849, Loss: 0.0810
Epoch  14 Batch  366/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8892, Loss: 0.0877
Epoch  14 Batch  367/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8807, Loss: 0.0809
Epoch  14 Batch  368/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8860, Loss: 0.0952
Epoch  14 Batch  369/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8853, Loss: 0.0994
Epoch  14 Batch  370/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8793, Loss: 0.0935
Epoch  14 Batch  371/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8768, Loss: 0.0950
Epoch  14 Batch  372/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8839, Loss: 0.0843
Epoch  14 Batch  373/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8839, Loss: 0.0804
Epoch  14 Batch  374/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8828, Loss: 0.1073
Epoch  14 Batch  375/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.8754, Loss: 0.0956
Epoch  14 Batch  376/1077 - Train Accuracy: 0.8892, Validation Accuracy: 0.8629, Loss: 0.1022
Epoch  14 Batch  377/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8729, Loss: 0.1019
Epoch  14 Batch  378/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8814, Loss: 0.0823
Epoch  14 Batch  379/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8771, Loss: 0.1089
Epoch  14 Batch  380/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8771, Loss: 0.0822
Epoch  14 Batch  381/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8828, Loss: 0.1095
Epoch  14 Batch  382/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8878, Loss: 0.1206
Epoch  14 Batch  383/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8793, Loss: 0.1058
Epoch  14 Batch  384/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8778, Loss: 0.0895
Epoch  14 Batch  385/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8828, Loss: 0.0919
Epoch  14 Batch  386/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8828, Loss: 0.0938
Epoch  14 Batch  387/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8782, Loss: 0.0974
Epoch  14 Batch  388/1077 - Train Accuracy: 0.8560, Validation Accuracy: 0.8711, Loss: 0.1091
Epoch  14 Batch  389/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8714, Loss: 0.0987
Epoch  14 Batch  390/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8764, Loss: 0.1187
Epoch  14 Batch  391/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8718, Loss: 0.1008
Epoch  14 Batch  392/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8718, Loss: 0.1001
Epoch  14 Batch  393/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8771, Loss: 0.1004
Epoch  14 Batch  394/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8722, Loss: 0.0970
Epoch  14 Batch  395/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8814, Loss: 0.0928
Epoch  14 Batch  396/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8871, Loss: 0.1083
Epoch  14 Batch  397/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8874, Loss: 0.0935
Epoch  14 Batch  398/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8928, Loss: 0.1048
Epoch  14 Batch  399/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8888, Loss: 0.1033
Epoch  14 Batch  400/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8899, Loss: 0.1051
Epoch  14 Batch  401/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8828, Loss: 0.0975
Epoch  14 Batch  402/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8942, Loss: 0.0872
Epoch  14 Batch  403/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.8885, Loss: 0.1108
Epoch  14 Batch  404/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8867, Loss: 0.0968
Epoch  14 Batch  405/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8789, Loss: 0.1062
Epoch  14 Batch  406/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8793, Loss: 0.0855
Epoch  14 Batch  407/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8732, Loss: 0.1135
Epoch  14 Batch  408/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8786, Loss: 0.1022
Epoch  14 Batch  409/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8718, Loss: 0.1043
Epoch  14 Batch  410/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8810, Loss: 0.1088
Epoch  14 Batch  411/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8817, Loss: 0.0933
Epoch  14 Batch  412/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8871, Loss: 0.0843
Epoch  14 Batch  413/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8874, Loss: 0.0837
Epoch  14 Batch  414/1077 - Train Accuracy: 0.8617, Validation Accuracy: 0.8867, Loss: 0.0956
Epoch  14 Batch  415/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8896, Loss: 0.1123
Epoch  14 Batch  416/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8892, Loss: 0.0961
Epoch  14 Batch  417/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8949, Loss: 0.1226
Epoch  14 Batch  418/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8938, Loss: 0.0959
Epoch  14 Batch  419/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8942, Loss: 0.0860
Epoch  14 Batch  420/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8942, Loss: 0.0909
Epoch  14 Batch  421/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.1114
Epoch  14 Batch  422/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8857, Loss: 0.0934
Epoch  14 Batch  423/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8913, Loss: 0.1012
Epoch  14 Batch  424/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8857, Loss: 0.0961
Epoch  14 Batch  425/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8885, Loss: 0.0825
Epoch  14 Batch  426/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.1078
Epoch  14 Batch  427/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8896, Loss: 0.0874
Epoch  14 Batch  428/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8967, Loss: 0.0812
Epoch  14 Batch  429/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0897
Epoch  14 Batch  430/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8967, Loss: 0.0915
Epoch  14 Batch  431/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8864, Loss: 0.0886
Epoch  14 Batch  432/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8896, Loss: 0.1018
Epoch  14 Batch  433/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8892, Loss: 0.1011
Epoch  14 Batch  434/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8888, Loss: 0.1013
Epoch  14 Batch  435/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8832, Loss: 0.0997
Epoch  14 Batch  436/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8817, Loss: 0.0963
Epoch  14 Batch  437/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8789, Loss: 0.0871
Epoch  14 Batch  438/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8615, Loss: 0.0919
Epoch  14 Batch  439/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8743, Loss: 0.1049
Epoch  14 Batch  440/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8679, Loss: 0.1205
Epoch  14 Batch  441/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8711, Loss: 0.0905
Epoch  14 Batch  442/1077 - Train Accuracy: 0.8694, Validation Accuracy: 0.8665, Loss: 0.0954
Epoch  14 Batch  443/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8693, Loss: 0.0930
Epoch  14 Batch  444/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8796, Loss: 0.0925
Epoch  14 Batch  445/1077 - Train Accuracy: 0.8487, Validation Accuracy: 0.8867, Loss: 0.1018
Epoch  14 Batch  446/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8881, Loss: 0.0880
Epoch  14 Batch  447/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8821, Loss: 0.0971
Epoch  14 Batch  448/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8807, Loss: 0.1081
Epoch  14 Batch  449/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8807, Loss: 0.1043
Epoch  14 Batch  450/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8800, Loss: 0.0986
Epoch  14 Batch  451/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8832, Loss: 0.0929
Epoch  14 Batch  452/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8839, Loss: 0.0953
Epoch  14 Batch  453/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8888, Loss: 0.0905
Epoch  14 Batch  454/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8910, Loss: 0.1103
Epoch  14 Batch  455/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8903, Loss: 0.0904
Epoch  14 Batch  456/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8903, Loss: 0.0971
Epoch  14 Batch  457/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8842, Loss: 0.0921
Epoch  14 Batch  458/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8832, Loss: 0.1064
Epoch  14 Batch  459/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8835, Loss: 0.0906
Epoch  14 Batch  460/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8828, Loss: 0.0960
Epoch  14 Batch  461/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8885, Loss: 0.0932
Epoch  14 Batch  462/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8970, Loss: 0.1023
Epoch  14 Batch  463/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8952, Loss: 0.0941
Epoch  14 Batch  464/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8956, Loss: 0.0965
Epoch  14 Batch  465/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8977, Loss: 0.1199
Epoch  14 Batch  466/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8917, Loss: 0.0933
Epoch  14 Batch  467/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8970, Loss: 0.1044
Epoch  14 Batch  468/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8928, Loss: 0.0967
Epoch  14 Batch  469/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8956, Loss: 0.0905
Epoch  14 Batch  470/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8991, Loss: 0.0979
Epoch  14 Batch  471/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8903, Loss: 0.0869
Epoch  14 Batch  472/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.8888, Loss: 0.0826
Epoch  14 Batch  473/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8938, Loss: 0.1048
Epoch  14 Batch  474/1077 - Train Accuracy: 0.8730, Validation Accuracy: 0.8910, Loss: 0.0971
Epoch  14 Batch  475/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8832, Loss: 0.0952
Epoch  14 Batch  476/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8892, Loss: 0.0841
Epoch  14 Batch  477/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8910, Loss: 0.0917
Epoch  14 Batch  478/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8974, Loss: 0.0964
Epoch  14 Batch  479/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8885, Loss: 0.1142
Epoch  14 Batch  480/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.8871, Loss: 0.0954
Epoch  14 Batch  481/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8938, Loss: 0.0946
Epoch  14 Batch  482/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8970, Loss: 0.1122
Epoch  14 Batch  483/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8825, Loss: 0.1072
Epoch  14 Batch  484/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8714, Loss: 0.0976
Epoch  14 Batch  485/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8839, Loss: 0.1066
Epoch  14 Batch  486/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8885, Loss: 0.0895
Epoch  14 Batch  487/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8903, Loss: 0.0934
Epoch  14 Batch  488/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8789, Loss: 0.0851
Epoch  14 Batch  489/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8874, Loss: 0.0784
Epoch  14 Batch  490/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0970
Epoch  14 Batch  491/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8810, Loss: 0.1033
Epoch  14 Batch  492/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8810, Loss: 0.1018
Epoch  14 Batch  493/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8771, Loss: 0.0877
Epoch  14 Batch  494/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8828, Loss: 0.0849
Epoch  14 Batch  495/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8871, Loss: 0.0849
Epoch  14 Batch  496/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8839, Loss: 0.0909
Epoch  14 Batch  497/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8839, Loss: 0.0919
Epoch  14 Batch  498/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8842, Loss: 0.0909
Epoch  14 Batch  499/1077 - Train Accuracy: 0.8683, Validation Accuracy: 0.8828, Loss: 0.0869
Epoch  14 Batch  500/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8789, Loss: 0.0830
Epoch  14 Batch  501/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8881, Loss: 0.0889
Epoch  14 Batch  502/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8881, Loss: 0.0965
Epoch  14 Batch  503/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8835, Loss: 0.0823
Epoch  14 Batch  504/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8892, Loss: 0.0934
Epoch  14 Batch  505/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8885, Loss: 0.0825
Epoch  14 Batch  506/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8878, Loss: 0.0979
Epoch  14 Batch  507/1077 - Train Accuracy: 0.8508, Validation Accuracy: 0.8878, Loss: 0.0962
Epoch  14 Batch  508/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8881, Loss: 0.0879
Epoch  14 Batch  509/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.8743, Loss: 0.1001
Epoch  14 Batch  510/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8697, Loss: 0.0914
Epoch  14 Batch  511/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8771, Loss: 0.0971
Epoch  14 Batch  512/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8832, Loss: 0.0845
Epoch  14 Batch  513/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8920, Loss: 0.0998
Epoch  14 Batch  514/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8867, Loss: 0.0970
Epoch  14 Batch  515/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8903, Loss: 0.1037
Epoch  14 Batch  516/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8956, Loss: 0.0900
Epoch  14 Batch  517/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8952, Loss: 0.1002
Epoch  14 Batch  518/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8913, Loss: 0.0849
Epoch  14 Batch  519/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8999, Loss: 0.0904
Epoch  14 Batch  520/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8977, Loss: 0.0873
Epoch  14 Batch  521/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8924, Loss: 0.0939
Epoch  14 Batch  522/1077 - Train Accuracy: 0.8215, Validation Accuracy: 0.8910, Loss: 0.1169
Epoch  14 Batch  523/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8860, Loss: 0.0877
Epoch  14 Batch  524/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8871, Loss: 0.0998
Epoch  14 Batch  525/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8846, Loss: 0.0883
Epoch  14 Batch  526/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8899, Loss: 0.0842
Epoch  14 Batch  527/1077 - Train Accuracy: 0.8647, Validation Accuracy: 0.8761, Loss: 0.0910
Epoch  14 Batch  528/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8714, Loss: 0.0965
Epoch  14 Batch  529/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.0921
Epoch  14 Batch  530/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8814, Loss: 0.1008
Epoch  14 Batch  531/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8920, Loss: 0.0989
Epoch  14 Batch  532/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8924, Loss: 0.1122
Epoch  14 Batch  533/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8931, Loss: 0.0968
Epoch  14 Batch  534/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8931, Loss: 0.1045
Epoch  14 Batch  535/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8888, Loss: 0.0968
Epoch  14 Batch  536/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8821, Loss: 0.1008
Epoch  14 Batch  537/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8920, Loss: 0.0937
Epoch  14 Batch  538/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8899, Loss: 0.0804
Epoch  14 Batch  539/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8977, Loss: 0.1055
Epoch  14 Batch  540/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8878, Loss: 0.0814
Epoch  14 Batch  541/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8878, Loss: 0.0906
Epoch  14 Batch  542/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8871, Loss: 0.0946
Epoch  14 Batch  543/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8846, Loss: 0.0892
Epoch  14 Batch  544/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8768, Loss: 0.0806
Epoch  14 Batch  545/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8814, Loss: 0.1023
Epoch  14 Batch  546/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8807, Loss: 0.1057
Epoch  14 Batch  547/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8857, Loss: 0.0893
Epoch  14 Batch  548/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8757, Loss: 0.1089
Epoch  14 Batch  549/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8800, Loss: 0.1086
Epoch  14 Batch  550/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8739, Loss: 0.0945
Epoch  14 Batch  551/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8757, Loss: 0.1110
Epoch  14 Batch  552/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8764, Loss: 0.1045
Epoch  14 Batch  553/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8789, Loss: 0.1148
Epoch  14 Batch  554/1077 - Train Accuracy: 0.8715, Validation Accuracy: 0.8746, Loss: 0.0940
Epoch  14 Batch  555/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8786, Loss: 0.0899
Epoch  14 Batch  556/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8807, Loss: 0.0862
Epoch  14 Batch  557/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8786, Loss: 0.0868
Epoch  14 Batch  558/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8732, Loss: 0.0802
Epoch  14 Batch  559/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8832, Loss: 0.0923
Epoch  14 Batch  560/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8888, Loss: 0.0942
Epoch  14 Batch  561/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8821, Loss: 0.0861
Epoch  14 Batch  562/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8881, Loss: 0.0795
Epoch  14 Batch  563/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8949, Loss: 0.1075
Epoch  14 Batch  564/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8949, Loss: 0.1113
Epoch  14 Batch  565/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8945, Loss: 0.1041
Epoch  14 Batch  566/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8949, Loss: 0.1075
Epoch  14 Batch  567/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8970, Loss: 0.0909
Epoch  14 Batch  568/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8988, Loss: 0.0923
Epoch  14 Batch  569/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8853, Loss: 0.0983
Epoch  14 Batch  570/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8849, Loss: 0.1024
Epoch  14 Batch  571/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8896, Loss: 0.0888
Epoch  14 Batch  572/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8928, Loss: 0.0856
Epoch  14 Batch  573/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8885, Loss: 0.1150
Epoch  14 Batch  574/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8871, Loss: 0.0987
Epoch  14 Batch  575/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8849, Loss: 0.0851
Epoch  14 Batch  576/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8885, Loss: 0.0921
Epoch  14 Batch  577/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8849, Loss: 0.0882
Epoch  14 Batch  578/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8899, Loss: 0.0946
Epoch  14 Batch  579/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8913, Loss: 0.0913
Epoch  14 Batch  580/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8817, Loss: 0.0831
Epoch  14 Batch  581/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8853, Loss: 0.0811
Epoch  14 Batch  582/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8896, Loss: 0.0867
Epoch  14 Batch  583/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8881, Loss: 0.1039
Epoch  14 Batch  584/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8888, Loss: 0.0891
Epoch  14 Batch  585/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8846, Loss: 0.0793
Epoch  14 Batch  586/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8899, Loss: 0.0904
Epoch  14 Batch  587/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8910, Loss: 0.0934
Epoch  14 Batch  588/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8906, Loss: 0.0861
Epoch  14 Batch  589/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8906, Loss: 0.0854
Epoch  14 Batch  590/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8743, Loss: 0.1033
Epoch  14 Batch  591/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8764, Loss: 0.0804
Epoch  14 Batch  592/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8786, Loss: 0.0988
Epoch  14 Batch  593/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8817, Loss: 0.1008
Epoch  14 Batch  594/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8828, Loss: 0.1096
Epoch  14 Batch  595/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8853, Loss: 0.0880
Epoch  14 Batch  596/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0944
Epoch  14 Batch  597/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8871, Loss: 0.0954
Epoch  14 Batch  598/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8874, Loss: 0.0878
Epoch  14 Batch  599/1077 - Train Accuracy: 0.8488, Validation Accuracy: 0.8931, Loss: 0.1274
Epoch  14 Batch  600/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8928, Loss: 0.1051
Epoch  14 Batch  601/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.8832, Loss: 0.0947
Epoch  14 Batch  602/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8828, Loss: 0.0965
Epoch  14 Batch  603/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8817, Loss: 0.0956
Epoch  14 Batch  604/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8782, Loss: 0.1140
Epoch  14 Batch  605/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8775, Loss: 0.1038
Epoch  14 Batch  606/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8825, Loss: 0.0798
Epoch  14 Batch  607/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.8789, Loss: 0.0959
Epoch  14 Batch  608/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8789, Loss: 0.1070
Epoch  14 Batch  609/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8849, Loss: 0.1032
Epoch  14 Batch  610/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8796, Loss: 0.1029
Epoch  14 Batch  611/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8842, Loss: 0.1005
Epoch  14 Batch  612/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8867, Loss: 0.0795
Epoch  14 Batch  613/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8814, Loss: 0.1065
Epoch  14 Batch  614/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8775, Loss: 0.0975
Epoch  14 Batch  615/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8853, Loss: 0.0892
Epoch  14 Batch  616/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8864, Loss: 0.1030
Epoch  14 Batch  617/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8864, Loss: 0.0908
Epoch  14 Batch  618/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8821, Loss: 0.0963
Epoch  14 Batch  619/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8814, Loss: 0.0847
Epoch  14 Batch  620/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8849, Loss: 0.0812
Epoch  14 Batch  621/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8849, Loss: 0.0925
Epoch  14 Batch  622/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8803, Loss: 0.0993
Epoch  14 Batch  623/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8860, Loss: 0.0977
Epoch  14 Batch  624/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8771, Loss: 0.0873
Epoch  14 Batch  625/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8825, Loss: 0.0893
Epoch  14 Batch  626/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8842, Loss: 0.0787
Epoch  14 Batch  627/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8800, Loss: 0.0885
Epoch  14 Batch  628/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8796, Loss: 0.1015
Epoch  14 Batch  629/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8878, Loss: 0.0970
Epoch  14 Batch  630/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8881, Loss: 0.0880
Epoch  14 Batch  631/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8888, Loss: 0.0939
Epoch  14 Batch  632/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8853, Loss: 0.0922
Epoch  14 Batch  633/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8764, Loss: 0.0956
Epoch  14 Batch  634/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8807, Loss: 0.0771
Epoch  14 Batch  635/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8842, Loss: 0.1120
Epoch  14 Batch  636/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8839, Loss: 0.0871
Epoch  14 Batch  637/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8761, Loss: 0.0913
Epoch  14 Batch  638/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8778, Loss: 0.0852
Epoch  14 Batch  639/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8864, Loss: 0.1039
Epoch  14 Batch  640/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8718, Loss: 0.0858
Epoch  14 Batch  641/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8704, Loss: 0.0836
Epoch  14 Batch  642/1077 - Train Accuracy: 0.8850, Validation Accuracy: 0.8768, Loss: 0.0968
Epoch  14 Batch  643/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8746, Loss: 0.0810
Epoch  14 Batch  644/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8800, Loss: 0.0874
Epoch  14 Batch  645/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8796, Loss: 0.0942
Epoch  14 Batch  646/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8885, Loss: 0.0909
Epoch  14 Batch  647/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8878, Loss: 0.1011
Epoch  14 Batch  648/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8878, Loss: 0.0826
Epoch  14 Batch  649/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8888, Loss: 0.0916
Epoch  14 Batch  650/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8938, Loss: 0.0916
Epoch  14 Batch  651/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8945, Loss: 0.0933
Epoch  14 Batch  652/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8945, Loss: 0.1009
Epoch  14 Batch  653/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8935, Loss: 0.0997
Epoch  14 Batch  654/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8881, Loss: 0.0906
Epoch  14 Batch  655/1077 - Train Accuracy: 0.8648, Validation Accuracy: 0.8924, Loss: 0.1086
Epoch  14 Batch  656/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8920, Loss: 0.0966
Epoch  14 Batch  657/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8924, Loss: 0.1024
Epoch  14 Batch  658/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8906, Loss: 0.0795
Epoch  14 Batch  659/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8956, Loss: 0.0959
Epoch  14 Batch  660/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8938, Loss: 0.0977
Epoch  14 Batch  661/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8920, Loss: 0.0930
Epoch  14 Batch  662/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8910, Loss: 0.0826
Epoch  14 Batch  663/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8899, Loss: 0.0774
Epoch  14 Batch  664/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8963, Loss: 0.0968
Epoch  14 Batch  665/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8931, Loss: 0.0908
Epoch  14 Batch  666/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8945, Loss: 0.0955
Epoch  14 Batch  667/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8945, Loss: 0.1057
Epoch  14 Batch  668/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8899, Loss: 0.0863
Epoch  14 Batch  669/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8942, Loss: 0.0873
Epoch  14 Batch  670/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.8945, Loss: 0.0872
Epoch  14 Batch  671/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8920, Loss: 0.1046
Epoch  14 Batch  672/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8864, Loss: 0.0848
Epoch  14 Batch  673/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8832, Loss: 0.0921
Epoch  14 Batch  674/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8888, Loss: 0.0848
Epoch  14 Batch  675/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8903, Loss: 0.1004
Epoch  14 Batch  676/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8899, Loss: 0.0898
Epoch  14 Batch  677/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8920, Loss: 0.1074
Epoch  14 Batch  678/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8924, Loss: 0.0865
Epoch  14 Batch  679/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8938, Loss: 0.0926
Epoch  14 Batch  680/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0986
Epoch  14 Batch  681/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0910
Epoch  14 Batch  682/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8956, Loss: 0.0928
Epoch  14 Batch  683/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8931, Loss: 0.0835
Epoch  14 Batch  684/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8931, Loss: 0.0852
Epoch  14 Batch  685/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8864, Loss: 0.0985
Epoch  14 Batch  686/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8917, Loss: 0.0820
Epoch  14 Batch  687/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8871, Loss: 0.0925
Epoch  14 Batch  688/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8903, Loss: 0.0849
Epoch  14 Batch  689/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8906, Loss: 0.0830
Epoch  14 Batch  690/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8945, Loss: 0.0979
Epoch  14 Batch  691/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8956, Loss: 0.0996
Epoch  14 Batch  692/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8956, Loss: 0.0839
Epoch  14 Batch  693/1077 - Train Accuracy: 0.8623, Validation Accuracy: 0.8960, Loss: 0.1239
Epoch  14 Batch  694/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9013, Loss: 0.0933
Epoch  14 Batch  695/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8960, Loss: 0.0830
Epoch  14 Batch  696/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.8963, Loss: 0.1047
Epoch  14 Batch  697/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8945, Loss: 0.0876
Epoch  14 Batch  698/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8903, Loss: 0.0857
Epoch  14 Batch  699/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8938, Loss: 0.0876
Epoch  14 Batch  700/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8906, Loss: 0.0851
Epoch  14 Batch  701/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9002, Loss: 0.0933
Epoch  14 Batch  702/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9041, Loss: 0.1041
Epoch  14 Batch  703/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8942, Loss: 0.0982
Epoch  14 Batch  704/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8888, Loss: 0.1063
Epoch  14 Batch  705/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8963, Loss: 0.1064
Epoch  14 Batch  706/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.9002, Loss: 0.1101
Epoch  14 Batch  707/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8956, Loss: 0.0941
Epoch  14 Batch  708/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.9041, Loss: 0.0929
Epoch  14 Batch  709/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8970, Loss: 0.1141
Epoch  14 Batch  710/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8896, Loss: 0.0858
Epoch  14 Batch  711/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8903, Loss: 0.1105
Epoch  14 Batch  712/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8864, Loss: 0.0876
Epoch  14 Batch  713/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8984, Loss: 0.0848
Epoch  14 Batch  714/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8942, Loss: 0.0994
Epoch  14 Batch  715/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8938, Loss: 0.0977
Epoch  14 Batch  716/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8945, Loss: 0.0801
Epoch  14 Batch  717/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8874, Loss: 0.0850
Epoch  14 Batch  718/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8849, Loss: 0.0975
Epoch  14 Batch  719/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8917, Loss: 0.0917
Epoch  14 Batch  720/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8913, Loss: 0.1002
Epoch  14 Batch  721/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8771, Loss: 0.0963
Epoch  14 Batch  722/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8754, Loss: 0.0872
Epoch  14 Batch  723/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8817, Loss: 0.0941
Epoch  14 Batch  724/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8853, Loss: 0.0938
Epoch  14 Batch  725/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8920, Loss: 0.0795
Epoch  14 Batch  726/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8942, Loss: 0.0924
Epoch  14 Batch  727/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8903, Loss: 0.0855
Epoch  14 Batch  728/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8991, Loss: 0.1042
Epoch  14 Batch  729/1077 - Train Accuracy: 0.8543, Validation Accuracy: 0.8839, Loss: 0.1015
Epoch  14 Batch  730/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8842, Loss: 0.1048
Epoch  14 Batch  731/1077 - Train Accuracy: 0.8802, Validation Accuracy: 0.8849, Loss: 0.0906
Epoch  14 Batch  732/1077 - Train Accuracy: 0.8614, Validation Accuracy: 0.8839, Loss: 0.1061
Epoch  14 Batch  733/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8892, Loss: 0.0971
Epoch  14 Batch  734/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8924, Loss: 0.0978
Epoch  14 Batch  735/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8956, Loss: 0.0885
Epoch  14 Batch  736/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8913, Loss: 0.0828
Epoch  14 Batch  737/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8942, Loss: 0.0995
Epoch  14 Batch  738/1077 - Train Accuracy: 0.9076, Validation Accuracy: 0.8942, Loss: 0.0745
Epoch  14 Batch  739/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8899, Loss: 0.0848
Epoch  14 Batch  740/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8864, Loss: 0.0800
Epoch  14 Batch  741/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8920, Loss: 0.0954
Epoch  14 Batch  742/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8938, Loss: 0.0908
Epoch  14 Batch  743/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8945, Loss: 0.0950
Epoch  14 Batch  744/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8878, Loss: 0.0895
Epoch  14 Batch  745/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8896, Loss: 0.0945
Epoch  14 Batch  746/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8842, Loss: 0.0850
Epoch  14 Batch  747/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8881, Loss: 0.0723
Epoch  14 Batch  748/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0847
Epoch  14 Batch  749/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8952, Loss: 0.0986
Epoch  14 Batch  750/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8928, Loss: 0.0913
Epoch  14 Batch  751/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8786, Loss: 0.0947
Epoch  14 Batch  752/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8796, Loss: 0.0926
Epoch  14 Batch  753/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8768, Loss: 0.0810
Epoch  14 Batch  754/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8771, Loss: 0.1024
Epoch  14 Batch  755/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8800, Loss: 0.1002
Epoch  14 Batch  756/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8853, Loss: 0.0938
Epoch  14 Batch  757/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8888, Loss: 0.0981
Epoch  14 Batch  758/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8832, Loss: 0.0769
Epoch  14 Batch  759/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8796, Loss: 0.0832
Epoch  14 Batch  760/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8775, Loss: 0.1032
Epoch  14 Batch  761/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8800, Loss: 0.0938
Epoch  14 Batch  762/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8825, Loss: 0.0846
Epoch  14 Batch  763/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8853, Loss: 0.0866
Epoch  14 Batch  764/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8807, Loss: 0.0847
Epoch  14 Batch  765/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8860, Loss: 0.0915
Epoch  14 Batch  766/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8920, Loss: 0.0944
Epoch  14 Batch  767/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8835, Loss: 0.0892
Epoch  14 Batch  768/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8857, Loss: 0.0979
Epoch  14 Batch  769/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8920, Loss: 0.0913
Epoch  14 Batch  770/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.9045, Loss: 0.0877
Epoch  14 Batch  771/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8995, Loss: 0.0940
Epoch  14 Batch  772/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.8853, Loss: 0.0834
Epoch  14 Batch  773/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8832, Loss: 0.0828
Epoch  14 Batch  774/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8917, Loss: 0.1004
Epoch  14 Batch  775/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8938, Loss: 0.0918
Epoch  14 Batch  776/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8899, Loss: 0.0839
Epoch  14 Batch  777/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8786, Loss: 0.0891
Epoch  14 Batch  778/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8786, Loss: 0.0872
Epoch  14 Batch  779/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8814, Loss: 0.0901
Epoch  14 Batch  780/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8761, Loss: 0.1057
Epoch  14 Batch  781/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8871, Loss: 0.0715
Epoch  14 Batch  782/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8857, Loss: 0.0789
Epoch  14 Batch  783/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8810, Loss: 0.0986
Epoch  14 Batch  784/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8828, Loss: 0.0718
Epoch  14 Batch  785/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8803, Loss: 0.0837
Epoch  14 Batch  786/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8906, Loss: 0.0928
Epoch  14 Batch  787/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8906, Loss: 0.0828
Epoch  14 Batch  788/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8906, Loss: 0.0819
Epoch  14 Batch  789/1077 - Train Accuracy: 0.8729, Validation Accuracy: 0.8839, Loss: 0.0952
Epoch  14 Batch  790/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8835, Loss: 0.1036
Epoch  14 Batch  791/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8888, Loss: 0.1106
Epoch  14 Batch  792/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8842, Loss: 0.0962
Epoch  14 Batch  793/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8857, Loss: 0.0923
Epoch  14 Batch  794/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8839, Loss: 0.0806
Epoch  14 Batch  795/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8885, Loss: 0.0978
Epoch  14 Batch  796/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8892, Loss: 0.0925
Epoch  14 Batch  797/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8945, Loss: 0.0903
Epoch  14 Batch  798/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8949, Loss: 0.0898
Epoch  14 Batch  799/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8935, Loss: 0.1087
Epoch  14 Batch  800/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8960, Loss: 0.0886
Epoch  14 Batch  801/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8995, Loss: 0.0883
Epoch  14 Batch  802/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8928, Loss: 0.0997
Epoch  14 Batch  803/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8981, Loss: 0.0933
Epoch  14 Batch  804/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9006, Loss: 0.0868
Epoch  14 Batch  805/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8928, Loss: 0.0983
Epoch  14 Batch  806/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8867, Loss: 0.0857
Epoch  14 Batch  807/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8874, Loss: 0.0820
Epoch  14 Batch  808/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8888, Loss: 0.1128
Epoch  14 Batch  809/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8899, Loss: 0.1129
Epoch  14 Batch  810/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8881, Loss: 0.0782
Epoch  14 Batch  811/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8853, Loss: 0.0889
Epoch  14 Batch  812/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8867, Loss: 0.0949
Epoch  14 Batch  813/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8981, Loss: 0.0975
Epoch  14 Batch  814/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8920, Loss: 0.0971
Epoch  14 Batch  815/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8821, Loss: 0.0880
Epoch  14 Batch  816/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8800, Loss: 0.0906
Epoch  14 Batch  817/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8899, Loss: 0.0980
Epoch  14 Batch  818/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8899, Loss: 0.0892
Epoch  14 Batch  819/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8803, Loss: 0.0899
Epoch  14 Batch  820/1077 - Train Accuracy: 0.8645, Validation Accuracy: 0.8796, Loss: 0.0946
Epoch  14 Batch  821/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8796, Loss: 0.0866
Epoch  14 Batch  822/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8814, Loss: 0.0836
Epoch  14 Batch  823/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8853, Loss: 0.0874
Epoch  14 Batch  824/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8899, Loss: 0.0951
Epoch  14 Batch  825/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8800, Loss: 0.0844
Epoch  14 Batch  826/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8878, Loss: 0.0877
Epoch  14 Batch  827/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8807, Loss: 0.0862
Epoch  14 Batch  828/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8803, Loss: 0.0860
Epoch  14 Batch  829/1077 - Train Accuracy: 0.8422, Validation Accuracy: 0.8803, Loss: 0.1069
Epoch  14 Batch  830/1077 - Train Accuracy: 0.8473, Validation Accuracy: 0.8757, Loss: 0.0952
Epoch  14 Batch  831/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8825, Loss: 0.0908
Epoch  14 Batch  832/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8768, Loss: 0.0866
Epoch  14 Batch  833/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8796, Loss: 0.0911
Epoch  14 Batch  834/1077 - Train Accuracy: 0.9073, Validation Accuracy: 0.8739, Loss: 0.0937
Epoch  14 Batch  835/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8768, Loss: 0.0956
Epoch  14 Batch  836/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8796, Loss: 0.0927
Epoch  14 Batch  837/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8814, Loss: 0.1022
Epoch  14 Batch  838/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8821, Loss: 0.0874
Epoch  14 Batch  839/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8871, Loss: 0.0852
Epoch  14 Batch  840/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8878, Loss: 0.0912
Epoch  14 Batch  841/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8878, Loss: 0.1044
Epoch  14 Batch  842/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8857, Loss: 0.0839
Epoch  14 Batch  843/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8810, Loss: 0.0829
Epoch  14 Batch  844/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8867, Loss: 0.0853
Epoch  14 Batch  845/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8867, Loss: 0.0880
Epoch  14 Batch  846/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8920, Loss: 0.1043
Epoch  14 Batch  847/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8913, Loss: 0.0988
Epoch  14 Batch  848/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8913, Loss: 0.0787
Epoch  14 Batch  849/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8967, Loss: 0.0735
Epoch  14 Batch  850/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.8974, Loss: 0.1142
Epoch  14 Batch  851/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8977, Loss: 0.0968
Epoch  14 Batch  852/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8974, Loss: 0.1063
Epoch  14 Batch  853/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8864, Loss: 0.0824
Epoch  14 Batch  854/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8849, Loss: 0.0970
Epoch  14 Batch  855/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8842, Loss: 0.0971
Epoch  14 Batch  856/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8800, Loss: 0.0921
Epoch  14 Batch  857/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8828, Loss: 0.0893
Epoch  14 Batch  858/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8885, Loss: 0.0882
Epoch  14 Batch  859/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8903, Loss: 0.0940
Epoch  14 Batch  860/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8903, Loss: 0.0963
Epoch  14 Batch  861/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8849, Loss: 0.0864
Epoch  14 Batch  862/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8817, Loss: 0.0849
Epoch  14 Batch  863/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8832, Loss: 0.0767
Epoch  14 Batch  864/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8746, Loss: 0.0878
Epoch  14 Batch  865/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8835, Loss: 0.0906
Epoch  14 Batch  866/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8814, Loss: 0.0906
Epoch  14 Batch  867/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8750, Loss: 0.1363
Epoch  14 Batch  868/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8757, Loss: 0.0919
Epoch  14 Batch  869/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8817, Loss: 0.0916
Epoch  14 Batch  870/1077 - Train Accuracy: 0.8799, Validation Accuracy: 0.8864, Loss: 0.1000
Epoch  14 Batch  871/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8885, Loss: 0.0811
Epoch  14 Batch  872/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8807, Loss: 0.0819
Epoch  14 Batch  873/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8803, Loss: 0.0967
Epoch  14 Batch  874/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8817, Loss: 0.0936
Epoch  14 Batch  875/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8825, Loss: 0.0854
Epoch  14 Batch  876/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8807, Loss: 0.0853
Epoch  14 Batch  877/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8810, Loss: 0.0766
Epoch  14 Batch  878/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8874, Loss: 0.0919
Epoch  14 Batch  879/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8874, Loss: 0.0766
Epoch  14 Batch  880/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8853, Loss: 0.0974
Epoch  14 Batch  881/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8736, Loss: 0.0942
Epoch  14 Batch  882/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8796, Loss: 0.1123
Epoch  14 Batch  883/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.8839, Loss: 0.1175
Epoch  14 Batch  884/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8796, Loss: 0.0853
Epoch  14 Batch  885/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.8796, Loss: 0.0722
Epoch  14 Batch  886/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8839, Loss: 0.0859
Epoch  14 Batch  887/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8793, Loss: 0.1043
Epoch  14 Batch  888/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8746, Loss: 0.0987
Epoch  14 Batch  889/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8675, Loss: 0.0911
Epoch  14 Batch  890/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8725, Loss: 0.0910
Epoch  14 Batch  891/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8800, Loss: 0.0871
Epoch  14 Batch  892/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8825, Loss: 0.0743
Epoch  14 Batch  893/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8849, Loss: 0.0997
Epoch  14 Batch  894/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8828, Loss: 0.0903
Epoch  14 Batch  895/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8842, Loss: 0.0893
Epoch  14 Batch  896/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8849, Loss: 0.1055
Epoch  14 Batch  897/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8782, Loss: 0.0835
Epoch  14 Batch  898/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.8849, Loss: 0.0805
Epoch  14 Batch  899/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8888, Loss: 0.0932
Epoch  14 Batch  900/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8864, Loss: 0.1023
Epoch  14 Batch  901/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8839, Loss: 0.1052
Epoch  14 Batch  902/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8778, Loss: 0.1003
Epoch  14 Batch  903/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8782, Loss: 0.0890
Epoch  14 Batch  904/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8917, Loss: 0.0829
Epoch  14 Batch  905/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8892, Loss: 0.0776
Epoch  14 Batch  906/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8899, Loss: 0.0766
Epoch  14 Batch  907/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8956, Loss: 0.0964
Epoch  14 Batch  908/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8903, Loss: 0.1010
Epoch  14 Batch  909/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8867, Loss: 0.1030
Epoch  14 Batch  910/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8967, Loss: 0.0968
Epoch  14 Batch  911/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8924, Loss: 0.1069
Epoch  14 Batch  912/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8913, Loss: 0.0912
Epoch  14 Batch  913/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8878, Loss: 0.1104
Epoch  14 Batch  914/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8935, Loss: 0.1228
Epoch  14 Batch  915/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9009, Loss: 0.0866
Epoch  14 Batch  916/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9048, Loss: 0.0973
Epoch  14 Batch  917/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9031, Loss: 0.0912
Epoch  14 Batch  918/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9023, Loss: 0.0876
Epoch  14 Batch  919/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.8974, Loss: 0.0757
Epoch  14 Batch  920/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0946
Epoch  14 Batch  921/1077 - Train Accuracy: 0.8719, Validation Accuracy: 0.8977, Loss: 0.1003
Epoch  14 Batch  922/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.9002, Loss: 0.0917
Epoch  14 Batch  923/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8956, Loss: 0.0860
Epoch  14 Batch  924/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8903, Loss: 0.1013
Epoch  14 Batch  925/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8906, Loss: 0.0820
Epoch  14 Batch  926/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8846, Loss: 0.1008
Epoch  14 Batch  927/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8839, Loss: 0.0986
Epoch  14 Batch  928/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8821, Loss: 0.0943
Epoch  14 Batch  929/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8874, Loss: 0.0903
Epoch  14 Batch  930/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8871, Loss: 0.0734
Epoch  14 Batch  931/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8807, Loss: 0.0866
Epoch  14 Batch  932/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8757, Loss: 0.0913
Epoch  14 Batch  933/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8775, Loss: 0.0810
Epoch  14 Batch  934/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8775, Loss: 0.0815
Epoch  14 Batch  935/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8778, Loss: 0.0874
Epoch  14 Batch  936/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8675, Loss: 0.0935
Epoch  14 Batch  937/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8690, Loss: 0.1026
Epoch  14 Batch  938/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8718, Loss: 0.0964
Epoch  14 Batch  939/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8817, Loss: 0.0959
Epoch  14 Batch  940/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8761, Loss: 0.0840
Epoch  14 Batch  941/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8800, Loss: 0.0798
Epoch  14 Batch  942/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8796, Loss: 0.1028
Epoch  14 Batch  943/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8860, Loss: 0.0949
Epoch  14 Batch  944/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8793, Loss: 0.0789
Epoch  14 Batch  945/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8807, Loss: 0.0784
Epoch  14 Batch  946/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.8707, Loss: 0.0809
Epoch  14 Batch  947/1077 - Train Accuracy: 0.8392, Validation Accuracy: 0.8750, Loss: 0.1002
Epoch  14 Batch  948/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8814, Loss: 0.0856
Epoch  14 Batch  949/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8832, Loss: 0.0726
Epoch  14 Batch  950/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8832, Loss: 0.0787
Epoch  14 Batch  951/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8935, Loss: 0.0908
Epoch  14 Batch  952/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8849, Loss: 0.0837
Epoch  14 Batch  953/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8881, Loss: 0.0787
Epoch  14 Batch  954/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8917, Loss: 0.0973
Epoch  14 Batch  955/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8821, Loss: 0.0952
Epoch  14 Batch  956/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8764, Loss: 0.0929
Epoch  14 Batch  957/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8764, Loss: 0.0776
Epoch  14 Batch  958/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8764, Loss: 0.0939
Epoch  14 Batch  959/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8782, Loss: 0.0932
Epoch  14 Batch  960/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8853, Loss: 0.0886
Epoch  14 Batch  961/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8903, Loss: 0.0840
Epoch  14 Batch  962/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8796, Loss: 0.0868
Epoch  14 Batch  963/1077 - Train Accuracy: 0.9032, Validation Accuracy: 0.8743, Loss: 0.1034
Epoch  14 Batch  964/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8793, Loss: 0.0757
Epoch  14 Batch  965/1077 - Train Accuracy: 0.8779, Validation Accuracy: 0.8867, Loss: 0.0999
Epoch  14 Batch  966/1077 - Train Accuracy: 0.9236, Validation Accuracy: 0.8775, Loss: 0.0732
Epoch  14 Batch  967/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8835, Loss: 0.0860
Epoch  14 Batch  968/1077 - Train Accuracy: 0.8656, Validation Accuracy: 0.8846, Loss: 0.1024
Epoch  14 Batch  969/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8782, Loss: 0.1027
Epoch  14 Batch  970/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8828, Loss: 0.0937
Epoch  14 Batch  971/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8810, Loss: 0.0956
Epoch  14 Batch  972/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8864, Loss: 0.0856
Epoch  14 Batch  973/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8853, Loss: 0.0743
Epoch  14 Batch  974/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8853, Loss: 0.0790
Epoch  14 Batch  975/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8849, Loss: 0.0853
Epoch  14 Batch  976/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8793, Loss: 0.0889
Epoch  14 Batch  977/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8899, Loss: 0.0755
Epoch  14 Batch  978/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8899, Loss: 0.0921
Epoch  14 Batch  979/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8903, Loss: 0.0868
Epoch  14 Batch  980/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8910, Loss: 0.1015
Epoch  14 Batch  981/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8906, Loss: 0.0873
Epoch  14 Batch  982/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8825, Loss: 0.0920
Epoch  14 Batch  983/1077 - Train Accuracy: 0.8853, Validation Accuracy: 0.8807, Loss: 0.0916
Epoch  14 Batch  984/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.8789, Loss: 0.0927
Epoch  14 Batch  985/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8732, Loss: 0.0828
Epoch  14 Batch  986/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8778, Loss: 0.0838
Epoch  14 Batch  987/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8775, Loss: 0.0820
Epoch  14 Batch  988/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8768, Loss: 0.0929
Epoch  14 Batch  989/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8878, Loss: 0.1039
Epoch  14 Batch  990/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.8931, Loss: 0.1041
Epoch  14 Batch  991/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8938, Loss: 0.0928
Epoch  14 Batch  992/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8885, Loss: 0.0899
Epoch  14 Batch  993/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8817, Loss: 0.0677
Epoch  14 Batch  994/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8949, Loss: 0.0822
Epoch  14 Batch  995/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8917, Loss: 0.0838
Epoch  14 Batch  996/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8910, Loss: 0.0855
Epoch  14 Batch  997/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8846, Loss: 0.0919
Epoch  14 Batch  998/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8888, Loss: 0.0856
Epoch  14 Batch  999/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8821, Loss: 0.0906
Epoch  14 Batch 1000/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8803, Loss: 0.0881
Epoch  14 Batch 1001/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8803, Loss: 0.0725
Epoch  14 Batch 1002/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8906, Loss: 0.0777
Epoch  14 Batch 1003/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8857, Loss: 0.0857
Epoch  14 Batch 1004/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8867, Loss: 0.0931
Epoch  14 Batch 1005/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8995, Loss: 0.0883
Epoch  14 Batch 1006/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8920, Loss: 0.0756
Epoch  14 Batch 1007/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8888, Loss: 0.0787
Epoch  14 Batch 1008/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8860, Loss: 0.0844
Epoch  14 Batch 1009/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8917, Loss: 0.0704
Epoch  14 Batch 1010/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8917, Loss: 0.0857
Epoch  14 Batch 1011/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8924, Loss: 0.0850
Epoch  14 Batch 1012/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8938, Loss: 0.0722
Epoch  14 Batch 1013/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8867, Loss: 0.0719
Epoch  14 Batch 1014/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8913, Loss: 0.0826
Epoch  14 Batch 1015/1077 - Train Accuracy: 0.8566, Validation Accuracy: 0.8949, Loss: 0.1060
Epoch  14 Batch 1016/1077 - Train Accuracy: 0.8664, Validation Accuracy: 0.8867, Loss: 0.0960
Epoch  14 Batch 1017/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8881, Loss: 0.0829
Epoch  14 Batch 1018/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8849, Loss: 0.0881
Epoch  14 Batch 1019/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8885, Loss: 0.1016
Epoch  14 Batch 1020/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8931, Loss: 0.0812
Epoch  14 Batch 1021/1077 - Train Accuracy: 0.8925, Validation Accuracy: 0.8839, Loss: 0.0963
Epoch  14 Batch 1022/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8786, Loss: 0.0785
Epoch  14 Batch 1023/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8729, Loss: 0.0843
Epoch  14 Batch 1024/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8832, Loss: 0.0938
Epoch  14 Batch 1025/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8849, Loss: 0.0867
Epoch  14 Batch 1026/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8888, Loss: 0.0929
Epoch  14 Batch 1027/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8867, Loss: 0.0841
Epoch  14 Batch 1028/1077 - Train Accuracy: 0.8594, Validation Accuracy: 0.8952, Loss: 0.0941
Epoch  14 Batch 1029/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8807, Loss: 0.0784
Epoch  14 Batch 1030/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8842, Loss: 0.0934
Epoch  14 Batch 1031/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8874, Loss: 0.0999
Epoch  14 Batch 1032/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8952, Loss: 0.1044
Epoch  14 Batch 1033/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8995, Loss: 0.0942
Epoch  14 Batch 1034/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.9041, Loss: 0.0912
Epoch  14 Batch 1035/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8974, Loss: 0.0695
Epoch  14 Batch 1036/1077 - Train Accuracy: 0.8798, Validation Accuracy: 0.8952, Loss: 0.1150
Epoch  14 Batch 1037/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8970, Loss: 0.0876
Epoch  14 Batch 1038/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8945, Loss: 0.0966
Epoch  14 Batch 1039/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8817, Loss: 0.0873
Epoch  14 Batch 1040/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8839, Loss: 0.0902
Epoch  14 Batch 1041/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8786, Loss: 0.0960
Epoch  14 Batch 1042/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8920, Loss: 0.0907
Epoch  14 Batch 1043/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8857, Loss: 0.1104
Epoch  14 Batch 1044/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8825, Loss: 0.0919
Epoch  14 Batch 1045/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8885, Loss: 0.0878
Epoch  14 Batch 1046/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8892, Loss: 0.0764
Epoch  14 Batch 1047/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8849, Loss: 0.0800
Epoch  14 Batch 1048/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8817, Loss: 0.0896
Epoch  14 Batch 1049/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8793, Loss: 0.0925
Epoch  14 Batch 1050/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8771, Loss: 0.0779
Epoch  14 Batch 1051/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8899, Loss: 0.0907
Epoch  14 Batch 1052/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8952, Loss: 0.0885
Epoch  14 Batch 1053/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8949, Loss: 0.0903
Epoch  14 Batch 1054/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8949, Loss: 0.0751
Epoch  14 Batch 1055/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8874, Loss: 0.1136
Epoch  14 Batch 1056/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8814, Loss: 0.0883
Epoch  14 Batch 1057/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.8945, Loss: 0.1210
Epoch  14 Batch 1058/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8888, Loss: 0.1009
Epoch  14 Batch 1059/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8928, Loss: 0.1271
Epoch  14 Batch 1060/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8988, Loss: 0.0899
Epoch  14 Batch 1061/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8849, Loss: 0.1088
Epoch  14 Batch 1062/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8888, Loss: 0.1109
Epoch  14 Batch 1063/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8963, Loss: 0.1053
Epoch  14 Batch 1064/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8913, Loss: 0.0901
Epoch  14 Batch 1065/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8846, Loss: 0.1001
Epoch  14 Batch 1066/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8860, Loss: 0.0887
Epoch  14 Batch 1067/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8860, Loss: 0.1054
Epoch  14 Batch 1068/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8853, Loss: 0.0876
Epoch  14 Batch 1069/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8952, Loss: 0.0855
Epoch  14 Batch 1070/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8892, Loss: 0.0880
Epoch  14 Batch 1071/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8885, Loss: 0.0921
Epoch  14 Batch 1072/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8828, Loss: 0.0944
Epoch  14 Batch 1073/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8821, Loss: 0.1092
Epoch  14 Batch 1074/1077 - Train Accuracy: 0.8839, Validation Accuracy: 0.8867, Loss: 0.1070
Epoch  14 Batch 1075/1077 - Train Accuracy: 0.8808, Validation Accuracy: 0.8771, Loss: 0.0961
Epoch  15 Batch    1/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8771, Loss: 0.0815
Epoch  15 Batch    2/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8896, Loss: 0.0892
Epoch  15 Batch    3/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8935, Loss: 0.0912
Epoch  15 Batch    4/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8981, Loss: 0.0844
Epoch  15 Batch    5/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8945, Loss: 0.1047
Epoch  15 Batch    6/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8945, Loss: 0.0904
Epoch  15 Batch    7/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8991, Loss: 0.0800
Epoch  15 Batch    8/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8952, Loss: 0.0768
Epoch  15 Batch    9/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0868
Epoch  15 Batch   10/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8995, Loss: 0.0891
Epoch  15 Batch   11/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9034, Loss: 0.0967
Epoch  15 Batch   12/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0908
Epoch  15 Batch   13/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8881, Loss: 0.1116
Epoch  15 Batch   14/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8949, Loss: 0.0759
Epoch  15 Batch   15/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8960, Loss: 0.0856
Epoch  15 Batch   16/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9013, Loss: 0.0930
Epoch  15 Batch   17/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9023, Loss: 0.0836
Epoch  15 Batch   18/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9023, Loss: 0.0889
Epoch  15 Batch   19/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8974, Loss: 0.0808
Epoch  15 Batch   20/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8942, Loss: 0.0787
Epoch  15 Batch   21/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8938, Loss: 0.0884
Epoch  15 Batch   22/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8885, Loss: 0.0916
Epoch  15 Batch   23/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8842, Loss: 0.0821
Epoch  15 Batch   24/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8754, Loss: 0.0839
Epoch  15 Batch   25/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8764, Loss: 0.0858
Epoch  15 Batch   26/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8832, Loss: 0.0955
Epoch  15 Batch   27/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8832, Loss: 0.0750
Epoch  15 Batch   28/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8928, Loss: 0.0823
Epoch  15 Batch   29/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8928, Loss: 0.0924
Epoch  15 Batch   30/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9027, Loss: 0.0822
Epoch  15 Batch   31/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8984, Loss: 0.0895
Epoch  15 Batch   32/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9034, Loss: 0.0768
Epoch  15 Batch   33/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9059, Loss: 0.0865
Epoch  15 Batch   34/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8928, Loss: 0.0916
Epoch  15 Batch   35/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8899, Loss: 0.0822
Epoch  15 Batch   36/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8903, Loss: 0.0933
Epoch  15 Batch   37/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8903, Loss: 0.0807
Epoch  15 Batch   38/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8906, Loss: 0.1099
Epoch  15 Batch   39/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8917, Loss: 0.1006
Epoch  15 Batch   40/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8913, Loss: 0.0828
Epoch  15 Batch   41/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8928, Loss: 0.0799
Epoch  15 Batch   42/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8931, Loss: 0.0958
Epoch  15 Batch   43/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.8878, Loss: 0.0733
Epoch  15 Batch   44/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8860, Loss: 0.0774
Epoch  15 Batch   45/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8853, Loss: 0.0893
Epoch  15 Batch   46/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8849, Loss: 0.0959
Epoch  15 Batch   47/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8849, Loss: 0.0838
Epoch  15 Batch   48/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8860, Loss: 0.1074
Epoch  15 Batch   49/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8860, Loss: 0.0946
Epoch  15 Batch   50/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8878, Loss: 0.0808
Epoch  15 Batch   51/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0861
Epoch  15 Batch   52/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8935, Loss: 0.0969
Epoch  15 Batch   53/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0839
Epoch  15 Batch   54/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8920, Loss: 0.1122
Epoch  15 Batch   55/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8917, Loss: 0.0815
Epoch  15 Batch   56/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9016, Loss: 0.0709
Epoch  15 Batch   57/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.9013, Loss: 0.0892
Epoch  15 Batch   58/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9013, Loss: 0.0779
Epoch  15 Batch   59/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.9009, Loss: 0.0881
Epoch  15 Batch   60/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9016, Loss: 0.0756
Epoch  15 Batch   61/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9006, Loss: 0.0918
Epoch  15 Batch   62/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8952, Loss: 0.0937
Epoch  15 Batch   63/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8899, Loss: 0.0686
Epoch  15 Batch   64/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8906, Loss: 0.0727
Epoch  15 Batch   65/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.8888, Loss: 0.0844
Epoch  15 Batch   66/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8913, Loss: 0.0632
Epoch  15 Batch   67/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8871, Loss: 0.0755
Epoch  15 Batch   68/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8810, Loss: 0.0899
Epoch  15 Batch   69/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8807, Loss: 0.1012
Epoch  15 Batch   70/1077 - Train Accuracy: 0.8680, Validation Accuracy: 0.8810, Loss: 0.0969
Epoch  15 Batch   71/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8867, Loss: 0.0633
Epoch  15 Batch   72/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8874, Loss: 0.0850
Epoch  15 Batch   73/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8935, Loss: 0.0887
Epoch  15 Batch   74/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8917, Loss: 0.0748
Epoch  15 Batch   75/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8920, Loss: 0.1162
Epoch  15 Batch   76/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8920, Loss: 0.0739
Epoch  15 Batch   77/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8974, Loss: 0.0839
Epoch  15 Batch   78/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9013, Loss: 0.0808
Epoch  15 Batch   79/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8942, Loss: 0.0802
Epoch  15 Batch   80/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0837
Epoch  15 Batch   81/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8963, Loss: 0.0771
Epoch  15 Batch   82/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8920, Loss: 0.0850
Epoch  15 Batch   83/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8970, Loss: 0.0813
Epoch  15 Batch   84/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9013, Loss: 0.0840
Epoch  15 Batch   85/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8970, Loss: 0.0801
Epoch  15 Batch   86/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8956, Loss: 0.0797
Epoch  15 Batch   87/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8896, Loss: 0.1051
Epoch  15 Batch   88/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8920, Loss: 0.0951
Epoch  15 Batch   89/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8917, Loss: 0.0967
Epoch  15 Batch   90/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8878, Loss: 0.0858
Epoch  15 Batch   91/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8878, Loss: 0.0738
Epoch  15 Batch   92/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8867, Loss: 0.0891
Epoch  15 Batch   93/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8835, Loss: 0.0880
Epoch  15 Batch   94/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8842, Loss: 0.0718
Epoch  15 Batch   95/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8842, Loss: 0.0911
Epoch  15 Batch   96/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8892, Loss: 0.0965
Epoch  15 Batch   97/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8857, Loss: 0.0852
Epoch  15 Batch   98/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8860, Loss: 0.0858
Epoch  15 Batch   99/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8842, Loss: 0.0794
Epoch  15 Batch  100/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8846, Loss: 0.0774
Epoch  15 Batch  101/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8849, Loss: 0.0741
Epoch  15 Batch  102/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8910, Loss: 0.0792
Epoch  15 Batch  103/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.8963, Loss: 0.1038
Epoch  15 Batch  104/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8963, Loss: 0.0916
Epoch  15 Batch  105/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8945, Loss: 0.0799
Epoch  15 Batch  106/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8846, Loss: 0.0931
Epoch  15 Batch  107/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8796, Loss: 0.0903
Epoch  15 Batch  108/1077 - Train Accuracy: 0.9084, Validation Accuracy: 0.8782, Loss: 0.0820
Epoch  15 Batch  109/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8853, Loss: 0.0875
Epoch  15 Batch  110/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8846, Loss: 0.0762
Epoch  15 Batch  111/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8935, Loss: 0.0833
Epoch  15 Batch  112/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8881, Loss: 0.0831
Epoch  15 Batch  113/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8881, Loss: 0.0980
Epoch  15 Batch  114/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8800, Loss: 0.0728
Epoch  15 Batch  115/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8846, Loss: 0.0959
Epoch  15 Batch  116/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8835, Loss: 0.1111
Epoch  15 Batch  117/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8892, Loss: 0.0918
Epoch  15 Batch  118/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8903, Loss: 0.0921
Epoch  15 Batch  119/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8867, Loss: 0.0822
Epoch  15 Batch  120/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8771, Loss: 0.0908
Epoch  15 Batch  121/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8775, Loss: 0.0903
Epoch  15 Batch  122/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8832, Loss: 0.0753
Epoch  15 Batch  123/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8825, Loss: 0.0681
Epoch  15 Batch  124/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.8725, Loss: 0.0977
Epoch  15 Batch  125/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8718, Loss: 0.0892
Epoch  15 Batch  126/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8778, Loss: 0.0767
Epoch  15 Batch  127/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8775, Loss: 0.0807
Epoch  15 Batch  128/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.8778, Loss: 0.0834
Epoch  15 Batch  129/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8761, Loss: 0.0902
Epoch  15 Batch  130/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8761, Loss: 0.0814
Epoch  15 Batch  131/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8768, Loss: 0.0886
Epoch  15 Batch  132/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8768, Loss: 0.0864
Epoch  15 Batch  133/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8825, Loss: 0.0817
Epoch  15 Batch  134/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8871, Loss: 0.0798
Epoch  15 Batch  135/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8871, Loss: 0.0836
Epoch  15 Batch  136/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8796, Loss: 0.0729
Epoch  15 Batch  137/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8754, Loss: 0.0697
Epoch  15 Batch  138/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8764, Loss: 0.0809
Epoch  15 Batch  139/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8761, Loss: 0.0847
Epoch  15 Batch  140/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8771, Loss: 0.0864
Epoch  15 Batch  141/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8832, Loss: 0.0816
Epoch  15 Batch  142/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8924, Loss: 0.0780
Epoch  15 Batch  143/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8828, Loss: 0.0974
Epoch  15 Batch  144/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.8803, Loss: 0.1083
Epoch  15 Batch  145/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8853, Loss: 0.0820
Epoch  15 Batch  146/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8828, Loss: 0.1148
Epoch  15 Batch  147/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8871, Loss: 0.0829
Epoch  15 Batch  148/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8864, Loss: 0.0893
Epoch  15 Batch  149/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8899, Loss: 0.0852
Epoch  15 Batch  150/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8896, Loss: 0.0869
Epoch  15 Batch  151/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8885, Loss: 0.0749
Epoch  15 Batch  152/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8885, Loss: 0.0994
Epoch  15 Batch  153/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8952, Loss: 0.1013
Epoch  15 Batch  154/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8967, Loss: 0.0932
Epoch  15 Batch  155/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8942, Loss: 0.0863
Epoch  15 Batch  156/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8888, Loss: 0.0739
Epoch  15 Batch  157/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8867, Loss: 0.0835
Epoch  15 Batch  158/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8867, Loss: 0.0947
Epoch  15 Batch  159/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8920, Loss: 0.0842
Epoch  15 Batch  160/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8931, Loss: 0.0771
Epoch  15 Batch  161/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8945, Loss: 0.0752
Epoch  15 Batch  162/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8963, Loss: 0.1121
Epoch  15 Batch  163/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8967, Loss: 0.0928
Epoch  15 Batch  164/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8956, Loss: 0.0826
Epoch  15 Batch  165/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8803, Loss: 0.0952
Epoch  15 Batch  166/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8817, Loss: 0.0996
Epoch  15 Batch  167/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8810, Loss: 0.0824
Epoch  15 Batch  168/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8867, Loss: 0.1018
Epoch  15 Batch  169/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8878, Loss: 0.0913
Epoch  15 Batch  170/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8899, Loss: 0.0868
Epoch  15 Batch  171/1077 - Train Accuracy: 0.9080, Validation Accuracy: 0.8857, Loss: 0.0788
Epoch  15 Batch  172/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8860, Loss: 0.0767
Epoch  15 Batch  173/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8857, Loss: 0.0879
Epoch  15 Batch  174/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8828, Loss: 0.0866
Epoch  15 Batch  175/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8857, Loss: 0.0861
Epoch  15 Batch  176/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8796, Loss: 0.0853
Epoch  15 Batch  177/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8789, Loss: 0.0959
Epoch  15 Batch  178/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8857, Loss: 0.0839
Epoch  15 Batch  179/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8867, Loss: 0.0869
Epoch  15 Batch  180/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8857, Loss: 0.0768
Epoch  15 Batch  181/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8757, Loss: 0.0901
Epoch  15 Batch  182/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8821, Loss: 0.0946
Epoch  15 Batch  183/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8853, Loss: 0.0942
Epoch  15 Batch  184/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8853, Loss: 0.0755
Epoch  15 Batch  185/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8796, Loss: 0.0837
Epoch  15 Batch  186/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8800, Loss: 0.0839
Epoch  15 Batch  187/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8849, Loss: 0.0701
Epoch  15 Batch  188/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8796, Loss: 0.0792
Epoch  15 Batch  189/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8750, Loss: 0.0849
Epoch  15 Batch  190/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8803, Loss: 0.0824
Epoch  15 Batch  191/1077 - Train Accuracy: 0.8714, Validation Accuracy: 0.8800, Loss: 0.0749
Epoch  15 Batch  192/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8803, Loss: 0.1038
Epoch  15 Batch  193/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8807, Loss: 0.0813
Epoch  15 Batch  194/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8810, Loss: 0.0707
Epoch  15 Batch  195/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8821, Loss: 0.0755
Epoch  15 Batch  196/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8874, Loss: 0.0772
Epoch  15 Batch  197/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8906, Loss: 0.0889
Epoch  15 Batch  198/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8952, Loss: 0.0820
Epoch  15 Batch  199/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8896, Loss: 0.0750
Epoch  15 Batch  200/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8931, Loss: 0.0805
Epoch  15 Batch  201/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8938, Loss: 0.0729
Epoch  15 Batch  202/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8945, Loss: 0.0837
Epoch  15 Batch  203/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8995, Loss: 0.0877
Epoch  15 Batch  204/1077 - Train Accuracy: 0.8633, Validation Accuracy: 0.8999, Loss: 0.1048
Epoch  15 Batch  205/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8988, Loss: 0.0921
Epoch  15 Batch  206/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8945, Loss: 0.0801
Epoch  15 Batch  207/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8899, Loss: 0.0829
Epoch  15 Batch  208/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8910, Loss: 0.0842
Epoch  15 Batch  209/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8871, Loss: 0.0734
Epoch  15 Batch  210/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8825, Loss: 0.0868
Epoch  15 Batch  211/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8814, Loss: 0.0815
Epoch  15 Batch  212/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8835, Loss: 0.0766
Epoch  15 Batch  213/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8913, Loss: 0.0745
Epoch  15 Batch  214/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8913, Loss: 0.0852
Epoch  15 Batch  215/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8892, Loss: 0.0963
Epoch  15 Batch  216/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8849, Loss: 0.0950
Epoch  15 Batch  217/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8846, Loss: 0.0772
Epoch  15 Batch  218/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8768, Loss: 0.1004
Epoch  15 Batch  219/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8761, Loss: 0.0767
Epoch  15 Batch  220/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8768, Loss: 0.0870
Epoch  15 Batch  221/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8881, Loss: 0.0933
Epoch  15 Batch  222/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8920, Loss: 0.0855
Epoch  15 Batch  223/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8871, Loss: 0.0824
Epoch  15 Batch  224/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8849, Loss: 0.0904
Epoch  15 Batch  225/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8846, Loss: 0.0957
Epoch  15 Batch  226/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8743, Loss: 0.0802
Epoch  15 Batch  227/1077 - Train Accuracy: 0.8461, Validation Accuracy: 0.8789, Loss: 0.0980
Epoch  15 Batch  228/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8754, Loss: 0.0773
Epoch  15 Batch  229/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8885, Loss: 0.0941
Epoch  15 Batch  230/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8888, Loss: 0.0743
Epoch  15 Batch  231/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.1002
Epoch  15 Batch  232/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9002, Loss: 0.0762
Epoch  15 Batch  233/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8960, Loss: 0.0974
Epoch  15 Batch  234/1077 - Train Accuracy: 0.8657, Validation Accuracy: 0.8878, Loss: 0.0981
Epoch  15 Batch  235/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8899, Loss: 0.0849
Epoch  15 Batch  236/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8839, Loss: 0.0912
Epoch  15 Batch  237/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8892, Loss: 0.0718
Epoch  15 Batch  238/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8906, Loss: 0.0850
Epoch  15 Batch  239/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8913, Loss: 0.0714
Epoch  15 Batch  240/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.8885, Loss: 0.0705
Epoch  15 Batch  241/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8888, Loss: 0.0781
Epoch  15 Batch  242/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8903, Loss: 0.0747
Epoch  15 Batch  243/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8906, Loss: 0.0908
Epoch  15 Batch  244/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8899, Loss: 0.0754
Epoch  15 Batch  245/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8920, Loss: 0.0785
Epoch  15 Batch  246/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8984, Loss: 0.0861
Epoch  15 Batch  247/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8945, Loss: 0.0866
Epoch  15 Batch  248/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8945, Loss: 0.0811
Epoch  15 Batch  249/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8924, Loss: 0.0803
Epoch  15 Batch  250/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.8949, Loss: 0.0792
Epoch  15 Batch  251/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9052, Loss: 0.0895
Epoch  15 Batch  252/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9031, Loss: 0.0847
Epoch  15 Batch  253/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0773
Epoch  15 Batch  254/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9077, Loss: 0.0851
Epoch  15 Batch  255/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9080, Loss: 0.0826
Epoch  15 Batch  256/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9016, Loss: 0.1132
Epoch  15 Batch  257/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9020, Loss: 0.0878
Epoch  15 Batch  258/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9009, Loss: 0.0778
Epoch  15 Batch  259/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8860, Loss: 0.0781
Epoch  15 Batch  260/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8853, Loss: 0.0793
Epoch  15 Batch  261/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8984, Loss: 0.0803
Epoch  15 Batch  262/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8981, Loss: 0.0769
Epoch  15 Batch  263/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8924, Loss: 0.0741
Epoch  15 Batch  264/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8878, Loss: 0.0835
Epoch  15 Batch  265/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8871, Loss: 0.0796
Epoch  15 Batch  266/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8817, Loss: 0.0890
Epoch  15 Batch  267/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8817, Loss: 0.0726
Epoch  15 Batch  268/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8842, Loss: 0.0890
Epoch  15 Batch  269/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8835, Loss: 0.0909
Epoch  15 Batch  270/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8888, Loss: 0.0900
Epoch  15 Batch  271/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8935, Loss: 0.0740
Epoch  15 Batch  272/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9002, Loss: 0.1185
Epoch  15 Batch  273/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8974, Loss: 0.0799
Epoch  15 Batch  274/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8995, Loss: 0.0866
Epoch  15 Batch  275/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8995, Loss: 0.0852
Epoch  15 Batch  276/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8991, Loss: 0.1095
Epoch  15 Batch  277/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9016, Loss: 0.0728
Epoch  15 Batch  278/1077 - Train Accuracy: 0.8605, Validation Accuracy: 0.8970, Loss: 0.0968
Epoch  15 Batch  279/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8967, Loss: 0.0950
Epoch  15 Batch  280/1077 - Train Accuracy: 0.8695, Validation Accuracy: 0.8956, Loss: 0.0852
Epoch  15 Batch  281/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8928, Loss: 0.0899
Epoch  15 Batch  282/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8938, Loss: 0.1076
Epoch  15 Batch  283/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8878, Loss: 0.0860
Epoch  15 Batch  284/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8828, Loss: 0.0920
Epoch  15 Batch  285/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8842, Loss: 0.0856
Epoch  15 Batch  286/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8928, Loss: 0.0806
Epoch  15 Batch  287/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8956, Loss: 0.0820
Epoch  15 Batch  288/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8960, Loss: 0.0933
Epoch  15 Batch  289/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8906, Loss: 0.0786
Epoch  15 Batch  290/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8878, Loss: 0.0974
Epoch  15 Batch  291/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8881, Loss: 0.0951
Epoch  15 Batch  292/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8935, Loss: 0.0905
Epoch  15 Batch  293/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8881, Loss: 0.0897
Epoch  15 Batch  294/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8867, Loss: 0.0781
Epoch  15 Batch  295/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8871, Loss: 0.0907
Epoch  15 Batch  296/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8849, Loss: 0.0788
Epoch  15 Batch  297/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8817, Loss: 0.0900
Epoch  15 Batch  298/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8874, Loss: 0.1010
Epoch  15 Batch  299/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8885, Loss: 0.0850
Epoch  15 Batch  300/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8860, Loss: 0.0740
Epoch  15 Batch  301/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8864, Loss: 0.0749
Epoch  15 Batch  302/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8817, Loss: 0.0825
Epoch  15 Batch  303/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8881, Loss: 0.0871
Epoch  15 Batch  304/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8899, Loss: 0.0838
Epoch  15 Batch  305/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8970, Loss: 0.0845
Epoch  15 Batch  306/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8917, Loss: 0.0912
Epoch  15 Batch  307/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8910, Loss: 0.0792
Epoch  15 Batch  308/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.9006, Loss: 0.0924
Epoch  15 Batch  309/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8931, Loss: 0.0721
Epoch  15 Batch  310/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8931, Loss: 0.0861
Epoch  15 Batch  311/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0757
Epoch  15 Batch  312/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8849, Loss: 0.0967
Epoch  15 Batch  313/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8846, Loss: 0.0703
Epoch  15 Batch  314/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8896, Loss: 0.0831
Epoch  15 Batch  315/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8938, Loss: 0.0728
Epoch  15 Batch  316/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9020, Loss: 0.0788
Epoch  15 Batch  317/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9038, Loss: 0.0907
Epoch  15 Batch  318/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8874, Loss: 0.0829
Epoch  15 Batch  319/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8814, Loss: 0.0954
Epoch  15 Batch  320/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8743, Loss: 0.0963
Epoch  15 Batch  321/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8729, Loss: 0.0792
Epoch  15 Batch  322/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8746, Loss: 0.0755
Epoch  15 Batch  323/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8778, Loss: 0.0853
Epoch  15 Batch  324/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8782, Loss: 0.0828
Epoch  15 Batch  325/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8697, Loss: 0.0868
Epoch  15 Batch  326/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8690, Loss: 0.0785
Epoch  15 Batch  327/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8764, Loss: 0.1005
Epoch  15 Batch  328/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8814, Loss: 0.0984
Epoch  15 Batch  329/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8821, Loss: 0.0881
Epoch  15 Batch  330/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8736, Loss: 0.0931
Epoch  15 Batch  331/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8743, Loss: 0.0849
Epoch  15 Batch  332/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8906, Loss: 0.0660
Epoch  15 Batch  333/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0769
Epoch  15 Batch  334/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8981, Loss: 0.0798
Epoch  15 Batch  335/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8963, Loss: 0.0820
Epoch  15 Batch  336/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9034, Loss: 0.1189
Epoch  15 Batch  337/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8952, Loss: 0.0974
Epoch  15 Batch  338/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8888, Loss: 0.1059
Epoch  15 Batch  339/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8974, Loss: 0.0804
Epoch  15 Batch  340/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0786
Epoch  15 Batch  341/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9034, Loss: 0.1110
Epoch  15 Batch  342/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.8910, Loss: 0.0786
Epoch  15 Batch  343/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9023, Loss: 0.0900
Epoch  15 Batch  344/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9034, Loss: 0.0818
Epoch  15 Batch  345/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8860, Loss: 0.0782
Epoch  15 Batch  346/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8853, Loss: 0.0880
Epoch  15 Batch  347/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8867, Loss: 0.0702
Epoch  15 Batch  348/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8942, Loss: 0.0801
Epoch  15 Batch  349/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8913, Loss: 0.0768
Epoch  15 Batch  350/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8928, Loss: 0.0845
Epoch  15 Batch  351/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9009, Loss: 0.0867
Epoch  15 Batch  352/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9009, Loss: 0.0792
Epoch  15 Batch  353/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9059, Loss: 0.0932
Epoch  15 Batch  354/1077 - Train Accuracy: 0.8590, Validation Accuracy: 0.9031, Loss: 0.1012
Epoch  15 Batch  355/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8974, Loss: 0.0839
Epoch  15 Batch  356/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8924, Loss: 0.0892
Epoch  15 Batch  357/1077 - Train Accuracy: 0.8813, Validation Accuracy: 0.8867, Loss: 0.0766
Epoch  15 Batch  358/1077 - Train Accuracy: 0.8705, Validation Accuracy: 0.8864, Loss: 0.0934
Epoch  15 Batch  359/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8960, Loss: 0.0848
Epoch  15 Batch  360/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8888, Loss: 0.0751
Epoch  15 Batch  361/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8828, Loss: 0.0809
Epoch  15 Batch  362/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8793, Loss: 0.0894
Epoch  15 Batch  363/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8913, Loss: 0.0883
Epoch  15 Batch  364/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8906, Loss: 0.0991
Epoch  15 Batch  365/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8853, Loss: 0.0684
Epoch  15 Batch  366/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8864, Loss: 0.0758
Epoch  15 Batch  367/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8864, Loss: 0.0690
Epoch  15 Batch  368/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8960, Loss: 0.0843
Epoch  15 Batch  369/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8952, Loss: 0.0840
Epoch  15 Batch  370/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8857, Loss: 0.0754
Epoch  15 Batch  371/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8857, Loss: 0.0815
Epoch  15 Batch  372/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8860, Loss: 0.0721
Epoch  15 Batch  373/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8874, Loss: 0.0673
Epoch  15 Batch  374/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8867, Loss: 0.0883
Epoch  15 Batch  375/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8885, Loss: 0.0791
Epoch  15 Batch  376/1077 - Train Accuracy: 0.9041, Validation Accuracy: 0.8761, Loss: 0.0904
Epoch  15 Batch  377/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8647, Loss: 0.0875
Epoch  15 Batch  378/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8736, Loss: 0.0691
Epoch  15 Batch  379/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8810, Loss: 0.0941
Epoch  15 Batch  380/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8825, Loss: 0.0725
Epoch  15 Batch  381/1077 - Train Accuracy: 0.8770, Validation Accuracy: 0.8899, Loss: 0.0970
Epoch  15 Batch  382/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8778, Loss: 0.1071
Epoch  15 Batch  383/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8793, Loss: 0.0932
Epoch  15 Batch  384/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8817, Loss: 0.0800
Epoch  15 Batch  385/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8764, Loss: 0.0767
Epoch  15 Batch  386/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8817, Loss: 0.0806
Epoch  15 Batch  387/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8825, Loss: 0.0851
Epoch  15 Batch  388/1077 - Train Accuracy: 0.8661, Validation Accuracy: 0.8931, Loss: 0.0921
Epoch  15 Batch  389/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8935, Loss: 0.0869
Epoch  15 Batch  390/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8821, Loss: 0.1062
Epoch  15 Batch  391/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8867, Loss: 0.0887
Epoch  15 Batch  392/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8871, Loss: 0.0929
Epoch  15 Batch  393/1077 - Train Accuracy: 0.8880, Validation Accuracy: 0.8849, Loss: 0.0871
Epoch  15 Batch  394/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8899, Loss: 0.0890
Epoch  15 Batch  395/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8835, Loss: 0.0855
Epoch  15 Batch  396/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8881, Loss: 0.0928
Epoch  15 Batch  397/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8913, Loss: 0.0839
Epoch  15 Batch  398/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8949, Loss: 0.0956
Epoch  15 Batch  399/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8956, Loss: 0.0826
Epoch  15 Batch  400/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8960, Loss: 0.0876
Epoch  15 Batch  401/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8896, Loss: 0.0835
Epoch  15 Batch  402/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8903, Loss: 0.0789
Epoch  15 Batch  403/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8917, Loss: 0.0992
Epoch  15 Batch  404/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8928, Loss: 0.0832
Epoch  15 Batch  405/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.8803, Loss: 0.0938
Epoch  15 Batch  406/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8800, Loss: 0.0742
Epoch  15 Batch  407/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8807, Loss: 0.0959
Epoch  15 Batch  408/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8892, Loss: 0.0918
Epoch  15 Batch  409/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8888, Loss: 0.0908
Epoch  15 Batch  410/1077 - Train Accuracy: 0.8882, Validation Accuracy: 0.8984, Loss: 0.0976
Epoch  15 Batch  411/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8935, Loss: 0.0830
Epoch  15 Batch  412/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8899, Loss: 0.0715
Epoch  15 Batch  413/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8949, Loss: 0.0775
Epoch  15 Batch  414/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.8892, Loss: 0.0835
Epoch  15 Batch  415/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8871, Loss: 0.1016
Epoch  15 Batch  416/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8885, Loss: 0.0854
Epoch  15 Batch  417/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8885, Loss: 0.1057
Epoch  15 Batch  418/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8938, Loss: 0.0775
Epoch  15 Batch  419/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8942, Loss: 0.0781
Epoch  15 Batch  420/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8988, Loss: 0.0729
Epoch  15 Batch  421/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9013, Loss: 0.1005
Epoch  15 Batch  422/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9006, Loss: 0.0788
Epoch  15 Batch  423/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0856
Epoch  15 Batch  424/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8935, Loss: 0.0790
Epoch  15 Batch  425/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8913, Loss: 0.0709
Epoch  15 Batch  426/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9006, Loss: 0.0944
Epoch  15 Batch  427/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.9009, Loss: 0.0742
Epoch  15 Batch  428/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8910, Loss: 0.0723
Epoch  15 Batch  429/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8786, Loss: 0.0753
Epoch  15 Batch  430/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8817, Loss: 0.0782
Epoch  15 Batch  431/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8746, Loss: 0.0788
Epoch  15 Batch  432/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8764, Loss: 0.0871
Epoch  15 Batch  433/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8846, Loss: 0.0844
Epoch  15 Batch  434/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8846, Loss: 0.0859
Epoch  15 Batch  435/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.8867, Loss: 0.0858
Epoch  15 Batch  436/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8874, Loss: 0.0831
Epoch  15 Batch  437/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8878, Loss: 0.0702
Epoch  15 Batch  438/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8849, Loss: 0.0858
Epoch  15 Batch  439/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8832, Loss: 0.0888
Epoch  15 Batch  440/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8828, Loss: 0.1036
Epoch  15 Batch  441/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8857, Loss: 0.0796
Epoch  15 Batch  442/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.8913, Loss: 0.0853
Epoch  15 Batch  443/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8810, Loss: 0.0786
Epoch  15 Batch  444/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8817, Loss: 0.0778
Epoch  15 Batch  445/1077 - Train Accuracy: 0.8528, Validation Accuracy: 0.8800, Loss: 0.0882
Epoch  15 Batch  446/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8917, Loss: 0.0700
Epoch  15 Batch  447/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8899, Loss: 0.0894
Epoch  15 Batch  448/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8881, Loss: 0.0980
Epoch  15 Batch  449/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8810, Loss: 0.1001
Epoch  15 Batch  450/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8878, Loss: 0.0887
Epoch  15 Batch  451/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8913, Loss: 0.0815
Epoch  15 Batch  452/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8857, Loss: 0.0822
Epoch  15 Batch  453/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8864, Loss: 0.0756
Epoch  15 Batch  454/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8906, Loss: 0.1031
Epoch  15 Batch  455/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8874, Loss: 0.0766
Epoch  15 Batch  456/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8874, Loss: 0.0855
Epoch  15 Batch  457/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.8874, Loss: 0.0773
Epoch  15 Batch  458/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8828, Loss: 0.0910
Epoch  15 Batch  459/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8814, Loss: 0.0826
Epoch  15 Batch  460/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8977, Loss: 0.0868
Epoch  15 Batch  461/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8977, Loss: 0.0789
Epoch  15 Batch  462/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8981, Loss: 0.0855
Epoch  15 Batch  463/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8935, Loss: 0.0821
Epoch  15 Batch  464/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8967, Loss: 0.0789
Epoch  15 Batch  465/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9002, Loss: 0.0964
Epoch  15 Batch  466/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9041, Loss: 0.0768
Epoch  15 Batch  467/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9013, Loss: 0.0984
Epoch  15 Batch  468/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.9062, Loss: 0.0801
Epoch  15 Batch  469/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9055, Loss: 0.0828
Epoch  15 Batch  470/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0831
Epoch  15 Batch  471/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9031, Loss: 0.0686
Epoch  15 Batch  472/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8984, Loss: 0.0723
Epoch  15 Batch  473/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8924, Loss: 0.0852
Epoch  15 Batch  474/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8892, Loss: 0.0825
Epoch  15 Batch  475/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8888, Loss: 0.0867
Epoch  15 Batch  476/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8885, Loss: 0.0705
Epoch  15 Batch  477/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8906, Loss: 0.0769
Epoch  15 Batch  478/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8917, Loss: 0.0804
Epoch  15 Batch  479/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9023, Loss: 0.0958
Epoch  15 Batch  480/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8871, Loss: 0.0828
Epoch  15 Batch  481/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8917, Loss: 0.0803
Epoch  15 Batch  482/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8860, Loss: 0.0985
Epoch  15 Batch  483/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8853, Loss: 0.0932
Epoch  15 Batch  484/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8928, Loss: 0.0837
Epoch  15 Batch  485/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8910, Loss: 0.0864
Epoch  15 Batch  486/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8913, Loss: 0.0749
Epoch  15 Batch  487/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8999, Loss: 0.0805
Epoch  15 Batch  488/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8963, Loss: 0.0732
Epoch  15 Batch  489/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8984, Loss: 0.0706
Epoch  15 Batch  490/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8871, Loss: 0.0810
Epoch  15 Batch  491/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8881, Loss: 0.0968
Epoch  15 Batch  492/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8881, Loss: 0.0884
Epoch  15 Batch  493/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8899, Loss: 0.0699
Epoch  15 Batch  494/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8793, Loss: 0.0712
Epoch  15 Batch  495/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8796, Loss: 0.0790
Epoch  15 Batch  496/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8910, Loss: 0.0795
Epoch  15 Batch  497/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8903, Loss: 0.0851
Epoch  15 Batch  498/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8917, Loss: 0.0730
Epoch  15 Batch  499/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8945, Loss: 0.0751
Epoch  15 Batch  500/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8963, Loss: 0.0729
Epoch  15 Batch  501/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8906, Loss: 0.0800
Epoch  15 Batch  502/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8888, Loss: 0.0872
Epoch  15 Batch  503/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8874, Loss: 0.0733
Epoch  15 Batch  504/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9009, Loss: 0.0820
Epoch  15 Batch  505/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8977, Loss: 0.0694
Epoch  15 Batch  506/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8910, Loss: 0.0853
Epoch  15 Batch  507/1077 - Train Accuracy: 0.8410, Validation Accuracy: 0.8807, Loss: 0.0881
Epoch  15 Batch  508/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8814, Loss: 0.0776
Epoch  15 Batch  509/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8796, Loss: 0.0913
Epoch  15 Batch  510/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8842, Loss: 0.0797
Epoch  15 Batch  511/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8800, Loss: 0.0837
Epoch  15 Batch  512/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8821, Loss: 0.0721
Epoch  15 Batch  513/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8878, Loss: 0.0891
Epoch  15 Batch  514/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8899, Loss: 0.0828
Epoch  15 Batch  515/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8896, Loss: 0.0923
Epoch  15 Batch  516/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8782, Loss: 0.0750
Epoch  15 Batch  517/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8906, Loss: 0.0855
Epoch  15 Batch  518/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8920, Loss: 0.0768
Epoch  15 Batch  519/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8920, Loss: 0.0774
Epoch  15 Batch  520/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8867, Loss: 0.0792
Epoch  15 Batch  521/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8867, Loss: 0.0826
Epoch  15 Batch  522/1077 - Train Accuracy: 0.8465, Validation Accuracy: 0.8906, Loss: 0.1019
Epoch  15 Batch  523/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8942, Loss: 0.0799
Epoch  15 Batch  524/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8839, Loss: 0.0872
Epoch  15 Batch  525/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8839, Loss: 0.0780
Epoch  15 Batch  526/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8885, Loss: 0.0721
Epoch  15 Batch  527/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.8871, Loss: 0.0810
Epoch  15 Batch  528/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8967, Loss: 0.0818
Epoch  15 Batch  529/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9038, Loss: 0.0796
Epoch  15 Batch  530/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9009, Loss: 0.0862
Epoch  15 Batch  531/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8956, Loss: 0.0840
Epoch  15 Batch  532/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8984, Loss: 0.0932
Epoch  15 Batch  533/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8984, Loss: 0.0842
Epoch  15 Batch  534/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9006, Loss: 0.0870
Epoch  15 Batch  535/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8853, Loss: 0.0864
Epoch  15 Batch  536/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8899, Loss: 0.0917
Epoch  15 Batch  537/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8718, Loss: 0.0805
Epoch  15 Batch  538/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8714, Loss: 0.0687
Epoch  15 Batch  539/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8761, Loss: 0.0930
Epoch  15 Batch  540/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8789, Loss: 0.0722
Epoch  15 Batch  541/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.8793, Loss: 0.0730
Epoch  15 Batch  542/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8789, Loss: 0.0797
Epoch  15 Batch  543/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8903, Loss: 0.0802
Epoch  15 Batch  544/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8931, Loss: 0.0682
Epoch  15 Batch  545/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8892, Loss: 0.0895
Epoch  15 Batch  546/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8942, Loss: 0.0910
Epoch  15 Batch  547/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8938, Loss: 0.0769
Epoch  15 Batch  548/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8917, Loss: 0.0962
Epoch  15 Batch  549/1077 - Train Accuracy: 0.8660, Validation Accuracy: 0.8931, Loss: 0.0939
Epoch  15 Batch  550/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8853, Loss: 0.0825
Epoch  15 Batch  551/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8750, Loss: 0.0930
Epoch  15 Batch  552/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8853, Loss: 0.0888
Epoch  15 Batch  553/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8807, Loss: 0.0993
Epoch  15 Batch  554/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8885, Loss: 0.0800
Epoch  15 Batch  555/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8931, Loss: 0.0773
Epoch  15 Batch  556/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8938, Loss: 0.0709
Epoch  15 Batch  557/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8949, Loss: 0.0771
Epoch  15 Batch  558/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8917, Loss: 0.0676
Epoch  15 Batch  559/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8917, Loss: 0.0799
Epoch  15 Batch  560/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8871, Loss: 0.0810
Epoch  15 Batch  561/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8896, Loss: 0.0767
Epoch  15 Batch  562/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8853, Loss: 0.0678
Epoch  15 Batch  563/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8906, Loss: 0.0957
Epoch  15 Batch  564/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8832, Loss: 0.0945
Epoch  15 Batch  565/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8881, Loss: 0.0966
Epoch  15 Batch  566/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8842, Loss: 0.0957
Epoch  15 Batch  567/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8842, Loss: 0.0800
Epoch  15 Batch  568/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8899, Loss: 0.0850
Epoch  15 Batch  569/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0869
Epoch  15 Batch  570/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.8867, Loss: 0.0910
Epoch  15 Batch  571/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8917, Loss: 0.0785
Epoch  15 Batch  572/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9020, Loss: 0.0771
Epoch  15 Batch  573/1077 - Train Accuracy: 0.8613, Validation Accuracy: 0.8988, Loss: 0.1024
Epoch  15 Batch  574/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.8920, Loss: 0.0800
Epoch  15 Batch  575/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8803, Loss: 0.0737
Epoch  15 Batch  576/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8839, Loss: 0.0779
Epoch  15 Batch  577/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8793, Loss: 0.0823
Epoch  15 Batch  578/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8803, Loss: 0.0875
Epoch  15 Batch  579/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8849, Loss: 0.0817
Epoch  15 Batch  580/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8810, Loss: 0.0681
Epoch  15 Batch  581/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8803, Loss: 0.0700
Epoch  15 Batch  582/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8796, Loss: 0.0807
Epoch  15 Batch  583/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8913, Loss: 0.0952
Epoch  15 Batch  584/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8974, Loss: 0.0817
Epoch  15 Batch  585/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8970, Loss: 0.0672
Epoch  15 Batch  586/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.9009, Loss: 0.0751
Epoch  15 Batch  587/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8928, Loss: 0.0793
Epoch  15 Batch  588/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8991, Loss: 0.0778
Epoch  15 Batch  589/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.8928, Loss: 0.0762
Epoch  15 Batch  590/1077 - Train Accuracy: 0.8750, Validation Accuracy: 0.8945, Loss: 0.0909
Epoch  15 Batch  591/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.8928, Loss: 0.0727
Epoch  15 Batch  592/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8931, Loss: 0.0843
Epoch  15 Batch  593/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8928, Loss: 0.0936
Epoch  15 Batch  594/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8913, Loss: 0.0917
Epoch  15 Batch  595/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8913, Loss: 0.0748
Epoch  15 Batch  596/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8910, Loss: 0.0816
Epoch  15 Batch  597/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8924, Loss: 0.0828
Epoch  15 Batch  598/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8860, Loss: 0.0767
Epoch  15 Batch  599/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8857, Loss: 0.1140
Epoch  15 Batch  600/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.8793, Loss: 0.0869
Epoch  15 Batch  601/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8800, Loss: 0.0870
Epoch  15 Batch  602/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8796, Loss: 0.0824
Epoch  15 Batch  603/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8810, Loss: 0.0864
Epoch  15 Batch  604/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8803, Loss: 0.1056
Epoch  15 Batch  605/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8757, Loss: 0.0924
Epoch  15 Batch  606/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8839, Loss: 0.0701
Epoch  15 Batch  607/1077 - Train Accuracy: 0.9233, Validation Accuracy: 0.8803, Loss: 0.0817
Epoch  15 Batch  608/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8750, Loss: 0.0949
Epoch  15 Batch  609/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8814, Loss: 0.0894
Epoch  15 Batch  610/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8807, Loss: 0.0954
Epoch  15 Batch  611/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8871, Loss: 0.0839
Epoch  15 Batch  612/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8871, Loss: 0.0686
Epoch  15 Batch  613/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8817, Loss: 0.0951
Epoch  15 Batch  614/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8874, Loss: 0.0867
Epoch  15 Batch  615/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8878, Loss: 0.0798
Epoch  15 Batch  616/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8821, Loss: 0.0833
Epoch  15 Batch  617/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8899, Loss: 0.0858
Epoch  15 Batch  618/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8935, Loss: 0.0876
Epoch  15 Batch  619/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8938, Loss: 0.0690
Epoch  15 Batch  620/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8952, Loss: 0.0707
Epoch  15 Batch  621/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8956, Loss: 0.0839
Epoch  15 Batch  622/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8949, Loss: 0.0893
Epoch  15 Batch  623/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8878, Loss: 0.0890
Epoch  15 Batch  624/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8913, Loss: 0.0779
Epoch  15 Batch  625/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8942, Loss: 0.0781
Epoch  15 Batch  626/1077 - Train Accuracy: 0.9041, Validation Accuracy: 0.8910, Loss: 0.0720
Epoch  15 Batch  627/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8913, Loss: 0.0757
Epoch  15 Batch  628/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8864, Loss: 0.0891
Epoch  15 Batch  629/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8906, Loss: 0.0843
Epoch  15 Batch  630/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8952, Loss: 0.0811
Epoch  15 Batch  631/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8913, Loss: 0.0816
Epoch  15 Batch  632/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.8878, Loss: 0.0764
Epoch  15 Batch  633/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8828, Loss: 0.0840
Epoch  15 Batch  634/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8846, Loss: 0.0647
Epoch  15 Batch  635/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8860, Loss: 0.0976
Epoch  15 Batch  636/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8832, Loss: 0.0754
Epoch  15 Batch  637/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8871, Loss: 0.0794
Epoch  15 Batch  638/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8871, Loss: 0.0710
Epoch  15 Batch  639/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8817, Loss: 0.0938
Epoch  15 Batch  640/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8846, Loss: 0.0778
Epoch  15 Batch  641/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8775, Loss: 0.0756
Epoch  15 Batch  642/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8789, Loss: 0.0782
Epoch  15 Batch  643/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8768, Loss: 0.0708
Epoch  15 Batch  644/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8810, Loss: 0.0762
Epoch  15 Batch  645/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8807, Loss: 0.0833
Epoch  15 Batch  646/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8825, Loss: 0.0740
Epoch  15 Batch  647/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8853, Loss: 0.0896
Epoch  15 Batch  648/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8803, Loss: 0.0684
Epoch  15 Batch  649/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8807, Loss: 0.0819
Epoch  15 Batch  650/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8849, Loss: 0.0774
Epoch  15 Batch  651/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8899, Loss: 0.0799
Epoch  15 Batch  652/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8899, Loss: 0.0895
Epoch  15 Batch  653/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8974, Loss: 0.0903
Epoch  15 Batch  654/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8960, Loss: 0.0768
Epoch  15 Batch  655/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8963, Loss: 0.0976
Epoch  15 Batch  656/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8899, Loss: 0.0820
Epoch  15 Batch  657/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9038, Loss: 0.0899
Epoch  15 Batch  658/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9055, Loss: 0.0654
Epoch  15 Batch  659/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9038, Loss: 0.0901
Epoch  15 Batch  660/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8960, Loss: 0.0825
Epoch  15 Batch  661/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8970, Loss: 0.0794
Epoch  15 Batch  662/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8920, Loss: 0.0714
Epoch  15 Batch  663/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8991, Loss: 0.0694
Epoch  15 Batch  664/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8977, Loss: 0.0882
Epoch  15 Batch  665/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8888, Loss: 0.0743
Epoch  15 Batch  666/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8917, Loss: 0.0797
Epoch  15 Batch  667/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8967, Loss: 0.0895
Epoch  15 Batch  668/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8956, Loss: 0.0771
Epoch  15 Batch  669/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8885, Loss: 0.0803
Epoch  15 Batch  670/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.8881, Loss: 0.0771
Epoch  15 Batch  671/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.8849, Loss: 0.0880
Epoch  15 Batch  672/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8867, Loss: 0.0732
Epoch  15 Batch  673/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8842, Loss: 0.0810
Epoch  15 Batch  674/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8835, Loss: 0.0797
Epoch  15 Batch  675/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8768, Loss: 0.0876
Epoch  15 Batch  676/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8871, Loss: 0.0799
Epoch  15 Batch  677/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8917, Loss: 0.0980
Epoch  15 Batch  678/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8924, Loss: 0.0751
Epoch  15 Batch  679/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8924, Loss: 0.0838
Epoch  15 Batch  680/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8913, Loss: 0.0897
Epoch  15 Batch  681/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8828, Loss: 0.0786
Epoch  15 Batch  682/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8853, Loss: 0.0831
Epoch  15 Batch  683/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9002, Loss: 0.0724
Epoch  15 Batch  684/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8991, Loss: 0.0710
Epoch  15 Batch  685/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8928, Loss: 0.0879
Epoch  15 Batch  686/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8874, Loss: 0.0740
Epoch  15 Batch  687/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8924, Loss: 0.0899
Epoch  15 Batch  688/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8917, Loss: 0.0717
Epoch  15 Batch  689/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9006, Loss: 0.0677
Epoch  15 Batch  690/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9009, Loss: 0.0853
Epoch  15 Batch  691/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9009, Loss: 0.0873
Epoch  15 Batch  692/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9016, Loss: 0.0707
Epoch  15 Batch  693/1077 - Train Accuracy: 0.8655, Validation Accuracy: 0.9020, Loss: 0.1120
Epoch  15 Batch  694/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9031, Loss: 0.0802
Epoch  15 Batch  695/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0720
Epoch  15 Batch  696/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9020, Loss: 0.0875
Epoch  15 Batch  697/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9013, Loss: 0.0747
Epoch  15 Batch  698/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9020, Loss: 0.0723
Epoch  15 Batch  699/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9016, Loss: 0.0727
Epoch  15 Batch  700/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9034, Loss: 0.0743
Epoch  15 Batch  701/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8981, Loss: 0.0888
Epoch  15 Batch  702/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8981, Loss: 0.0955
Epoch  15 Batch  703/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8928, Loss: 0.0872
Epoch  15 Batch  704/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8981, Loss: 0.0999
Epoch  15 Batch  705/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8945, Loss: 0.0984
Epoch  15 Batch  706/1077 - Train Accuracy: 0.8579, Validation Accuracy: 0.8956, Loss: 0.1002
Epoch  15 Batch  707/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8999, Loss: 0.0872
Epoch  15 Batch  708/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8967, Loss: 0.0842
Epoch  15 Batch  709/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8991, Loss: 0.1012
Epoch  15 Batch  710/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0738
Epoch  15 Batch  711/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8988, Loss: 0.1025
Epoch  15 Batch  712/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8970, Loss: 0.0801
Epoch  15 Batch  713/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8963, Loss: 0.0737
Epoch  15 Batch  714/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8952, Loss: 0.0959
Epoch  15 Batch  715/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0917
Epoch  15 Batch  716/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8945, Loss: 0.0695
Epoch  15 Batch  717/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8931, Loss: 0.0752
Epoch  15 Batch  718/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8945, Loss: 0.0907
Epoch  15 Batch  719/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8949, Loss: 0.0815
Epoch  15 Batch  720/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8917, Loss: 0.0887
Epoch  15 Batch  721/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8931, Loss: 0.0902
Epoch  15 Batch  722/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8974, Loss: 0.0770
Epoch  15 Batch  723/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.9013, Loss: 0.0838
Epoch  15 Batch  724/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9052, Loss: 0.0794
Epoch  15 Batch  725/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9052, Loss: 0.0679
Epoch  15 Batch  726/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9073, Loss: 0.0828
Epoch  15 Batch  727/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9002, Loss: 0.0767
Epoch  15 Batch  728/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.9009, Loss: 0.0998
Epoch  15 Batch  729/1077 - Train Accuracy: 0.8625, Validation Accuracy: 0.9020, Loss: 0.0928
Epoch  15 Batch  730/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9020, Loss: 0.0973
Epoch  15 Batch  731/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8910, Loss: 0.0892
Epoch  15 Batch  732/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8913, Loss: 0.0901
Epoch  15 Batch  733/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8960, Loss: 0.0921
Epoch  15 Batch  734/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9006, Loss: 0.0916
Epoch  15 Batch  735/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8942, Loss: 0.0784
Epoch  15 Batch  736/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9023, Loss: 0.0764
Epoch  15 Batch  737/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8981, Loss: 0.0875
Epoch  15 Batch  738/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8981, Loss: 0.0647
Epoch  15 Batch  739/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9031, Loss: 0.0760
Epoch  15 Batch  740/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8981, Loss: 0.0674
Epoch  15 Batch  741/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8945, Loss: 0.0885
Epoch  15 Batch  742/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8945, Loss: 0.0760
Epoch  15 Batch  743/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8938, Loss: 0.0834
Epoch  15 Batch  744/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.9006, Loss: 0.0795
Epoch  15 Batch  745/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8999, Loss: 0.0848
Epoch  15 Batch  746/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8899, Loss: 0.0779
Epoch  15 Batch  747/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8931, Loss: 0.0634
Epoch  15 Batch  748/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8981, Loss: 0.0664
Epoch  15 Batch  749/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8942, Loss: 0.0858
Epoch  15 Batch  750/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8935, Loss: 0.0799
Epoch  15 Batch  751/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0783
Epoch  15 Batch  752/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8981, Loss: 0.0748
Epoch  15 Batch  753/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8874, Loss: 0.0751
Epoch  15 Batch  754/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8881, Loss: 0.0952
Epoch  15 Batch  755/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8888, Loss: 0.0896
Epoch  15 Batch  756/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8924, Loss: 0.0786
Epoch  15 Batch  757/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.8910, Loss: 0.0887
Epoch  15 Batch  758/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8867, Loss: 0.0668
Epoch  15 Batch  759/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8793, Loss: 0.0743
Epoch  15 Batch  760/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8746, Loss: 0.0918
Epoch  15 Batch  761/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8807, Loss: 0.0833
Epoch  15 Batch  762/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8853, Loss: 0.0682
Epoch  15 Batch  763/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8917, Loss: 0.0761
Epoch  15 Batch  764/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8931, Loss: 0.0739
Epoch  15 Batch  765/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8977, Loss: 0.0808
Epoch  15 Batch  766/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8931, Loss: 0.0912
Epoch  15 Batch  767/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8938, Loss: 0.0788
Epoch  15 Batch  768/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8942, Loss: 0.0816
Epoch  15 Batch  769/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8988, Loss: 0.0758
Epoch  15 Batch  770/1077 - Train Accuracy: 0.8631, Validation Accuracy: 0.8988, Loss: 0.0783
Epoch  15 Batch  771/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9041, Loss: 0.0857
Epoch  15 Batch  772/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8860, Loss: 0.0718
Epoch  15 Batch  773/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8945, Loss: 0.0739
Epoch  15 Batch  774/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8924, Loss: 0.0919
Epoch  15 Batch  775/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8892, Loss: 0.0810
Epoch  15 Batch  776/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8839, Loss: 0.0716
Epoch  15 Batch  777/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8896, Loss: 0.0791
Epoch  15 Batch  778/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8896, Loss: 0.0830
Epoch  15 Batch  779/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8896, Loss: 0.0791
Epoch  15 Batch  780/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8903, Loss: 0.0924
Epoch  15 Batch  781/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.8888, Loss: 0.0664
Epoch  15 Batch  782/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8867, Loss: 0.0720
Epoch  15 Batch  783/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8888, Loss: 0.0880
Epoch  15 Batch  784/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8871, Loss: 0.0650
Epoch  15 Batch  785/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8867, Loss: 0.0751
Epoch  15 Batch  786/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8825, Loss: 0.0849
Epoch  15 Batch  787/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8846, Loss: 0.0767
Epoch  15 Batch  788/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8878, Loss: 0.0748
Epoch  15 Batch  789/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8917, Loss: 0.0830
Epoch  15 Batch  790/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8913, Loss: 0.0944
Epoch  15 Batch  791/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8928, Loss: 0.0963
Epoch  15 Batch  792/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8835, Loss: 0.0794
Epoch  15 Batch  793/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8881, Loss: 0.0786
Epoch  15 Batch  794/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8867, Loss: 0.0709
Epoch  15 Batch  795/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8892, Loss: 0.0885
Epoch  15 Batch  796/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8892, Loss: 0.0828
Epoch  15 Batch  797/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8942, Loss: 0.0767
Epoch  15 Batch  798/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8938, Loss: 0.0825
Epoch  15 Batch  799/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.8977, Loss: 0.0998
Epoch  15 Batch  800/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0734
Epoch  15 Batch  801/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9009, Loss: 0.0762
Epoch  15 Batch  802/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8956, Loss: 0.0869
Epoch  15 Batch  803/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8988, Loss: 0.0809
Epoch  15 Batch  804/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0770
Epoch  15 Batch  805/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8860, Loss: 0.0890
Epoch  15 Batch  806/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8832, Loss: 0.0746
Epoch  15 Batch  807/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8857, Loss: 0.0718
Epoch  15 Batch  808/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8874, Loss: 0.0995
Epoch  15 Batch  809/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8860, Loss: 0.1000
Epoch  15 Batch  810/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8764, Loss: 0.0754
Epoch  15 Batch  811/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8750, Loss: 0.0781
Epoch  15 Batch  812/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8842, Loss: 0.0846
Epoch  15 Batch  813/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8839, Loss: 0.0794
Epoch  15 Batch  814/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8789, Loss: 0.0952
Epoch  15 Batch  815/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8789, Loss: 0.0786
Epoch  15 Batch  816/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8817, Loss: 0.0752
Epoch  15 Batch  817/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8942, Loss: 0.0856
Epoch  15 Batch  818/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8945, Loss: 0.0793
Epoch  15 Batch  819/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8896, Loss: 0.0797
Epoch  15 Batch  820/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8896, Loss: 0.0808
Epoch  15 Batch  821/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8945, Loss: 0.0749
Epoch  15 Batch  822/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8903, Loss: 0.0750
Epoch  15 Batch  823/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8903, Loss: 0.0752
Epoch  15 Batch  824/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8906, Loss: 0.0829
Epoch  15 Batch  825/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8892, Loss: 0.0717
Epoch  15 Batch  826/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.8945, Loss: 0.0767
Epoch  15 Batch  827/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8881, Loss: 0.0810
Epoch  15 Batch  828/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8874, Loss: 0.0733
Epoch  15 Batch  829/1077 - Train Accuracy: 0.8555, Validation Accuracy: 0.8864, Loss: 0.0951
Epoch  15 Batch  830/1077 - Train Accuracy: 0.8484, Validation Accuracy: 0.8878, Loss: 0.0871
Epoch  15 Batch  831/1077 - Train Accuracy: 0.8309, Validation Accuracy: 0.8935, Loss: 0.0827
Epoch  15 Batch  832/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8920, Loss: 0.0729
Epoch  15 Batch  833/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8881, Loss: 0.0859
Epoch  15 Batch  834/1077 - Train Accuracy: 0.9002, Validation Accuracy: 0.8928, Loss: 0.0837
Epoch  15 Batch  835/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8910, Loss: 0.0853
Epoch  15 Batch  836/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8906, Loss: 0.0792
Epoch  15 Batch  837/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8949, Loss: 0.0889
Epoch  15 Batch  838/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.8899, Loss: 0.0770
Epoch  15 Batch  839/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8945, Loss: 0.0743
Epoch  15 Batch  840/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8913, Loss: 0.0770
Epoch  15 Batch  841/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8931, Loss: 0.0980
Epoch  15 Batch  842/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8924, Loss: 0.0715
Epoch  15 Batch  843/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8970, Loss: 0.0713
Epoch  15 Batch  844/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.8974, Loss: 0.0738
Epoch  15 Batch  845/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8999, Loss: 0.0783
Epoch  15 Batch  846/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9002, Loss: 0.0922
Epoch  15 Batch  847/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9006, Loss: 0.0866
Epoch  15 Batch  848/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8956, Loss: 0.0711
Epoch  15 Batch  849/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8956, Loss: 0.0686
Epoch  15 Batch  850/1077 - Train Accuracy: 0.8780, Validation Accuracy: 0.8952, Loss: 0.1006
Epoch  15 Batch  851/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8938, Loss: 0.0890
Epoch  15 Batch  852/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8949, Loss: 0.0979
Epoch  15 Batch  853/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8952, Loss: 0.0747
Epoch  15 Batch  854/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8917, Loss: 0.0918
Epoch  15 Batch  855/1077 - Train Accuracy: 0.8758, Validation Accuracy: 0.8885, Loss: 0.0847
Epoch  15 Batch  856/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8913, Loss: 0.0841
Epoch  15 Batch  857/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8899, Loss: 0.0735
Epoch  15 Batch  858/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8903, Loss: 0.0752
Epoch  15 Batch  859/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8896, Loss: 0.0858
Epoch  15 Batch  860/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8938, Loss: 0.0805
Epoch  15 Batch  861/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8888, Loss: 0.0777
Epoch  15 Batch  862/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8842, Loss: 0.0818
Epoch  15 Batch  863/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8892, Loss: 0.0636
Epoch  15 Batch  864/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8821, Loss: 0.0802
Epoch  15 Batch  865/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8896, Loss: 0.0805
Epoch  15 Batch  866/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8903, Loss: 0.0848
Epoch  15 Batch  867/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8917, Loss: 0.1316
Epoch  15 Batch  868/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8853, Loss: 0.0831
Epoch  15 Batch  869/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8928, Loss: 0.0816
Epoch  15 Batch  870/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8928, Loss: 0.0907
Epoch  15 Batch  871/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8903, Loss: 0.0832
Epoch  15 Batch  872/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9027, Loss: 0.0736
Epoch  15 Batch  873/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9045, Loss: 0.0859
Epoch  15 Batch  874/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9027, Loss: 0.0829
Epoch  15 Batch  875/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8999, Loss: 0.0825
Epoch  15 Batch  876/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8945, Loss: 0.0747
Epoch  15 Batch  877/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8945, Loss: 0.0731
Epoch  15 Batch  878/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8938, Loss: 0.0808
Epoch  15 Batch  879/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8952, Loss: 0.0659
Epoch  15 Batch  880/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8949, Loss: 0.0909
Epoch  15 Batch  881/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8910, Loss: 0.0772
Epoch  15 Batch  882/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8931, Loss: 0.0980
Epoch  15 Batch  883/1077 - Train Accuracy: 0.8808, Validation Accuracy: 0.8949, Loss: 0.1052
Epoch  15 Batch  884/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8938, Loss: 0.0763
Epoch  15 Batch  885/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.8899, Loss: 0.0622
Epoch  15 Batch  886/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8896, Loss: 0.0760
Epoch  15 Batch  887/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8945, Loss: 0.0919
Epoch  15 Batch  888/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8956, Loss: 0.0881
Epoch  15 Batch  889/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8700, Loss: 0.0821
Epoch  15 Batch  890/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8786, Loss: 0.0837
Epoch  15 Batch  891/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.8871, Loss: 0.0848
Epoch  15 Batch  892/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0672
Epoch  15 Batch  893/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8867, Loss: 0.0934
Epoch  15 Batch  894/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8956, Loss: 0.0792
Epoch  15 Batch  895/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8945, Loss: 0.0800
Epoch  15 Batch  896/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8963, Loss: 0.0953
Epoch  15 Batch  897/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8913, Loss: 0.0741
Epoch  15 Batch  898/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.8920, Loss: 0.0703
Epoch  15 Batch  899/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8903, Loss: 0.0839
Epoch  15 Batch  900/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8910, Loss: 0.0978
Epoch  15 Batch  901/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8931, Loss: 0.0947
Epoch  15 Batch  902/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8931, Loss: 0.0893
Epoch  15 Batch  903/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8913, Loss: 0.0757
Epoch  15 Batch  904/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8928, Loss: 0.0703
Epoch  15 Batch  905/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8931, Loss: 0.0731
Epoch  15 Batch  906/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8942, Loss: 0.0723
Epoch  15 Batch  907/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8913, Loss: 0.0872
Epoch  15 Batch  908/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8928, Loss: 0.0903
Epoch  15 Batch  909/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8938, Loss: 0.0904
Epoch  15 Batch  910/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8938, Loss: 0.0819
Epoch  15 Batch  911/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8970, Loss: 0.1002
Epoch  15 Batch  912/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9059, Loss: 0.0766
Epoch  15 Batch  913/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9048, Loss: 0.0937
Epoch  15 Batch  914/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8991, Loss: 0.1093
Epoch  15 Batch  915/1077 - Train Accuracy: 0.8886, Validation Accuracy: 0.9023, Loss: 0.0758
Epoch  15 Batch  916/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9023, Loss: 0.0889
Epoch  15 Batch  917/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8981, Loss: 0.0786
Epoch  15 Batch  918/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9038, Loss: 0.0790
Epoch  15 Batch  919/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9023, Loss: 0.0646
Epoch  15 Batch  920/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8999, Loss: 0.0801
Epoch  15 Batch  921/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.8967, Loss: 0.0868
Epoch  15 Batch  922/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8970, Loss: 0.0818
Epoch  15 Batch  923/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8963, Loss: 0.0746
Epoch  15 Batch  924/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.8967, Loss: 0.0946
Epoch  15 Batch  925/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8977, Loss: 0.0717
Epoch  15 Batch  926/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8984, Loss: 0.0905
Epoch  15 Batch  927/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8952, Loss: 0.0836
Epoch  15 Batch  928/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8835, Loss: 0.0817
Epoch  15 Batch  929/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8832, Loss: 0.0843
Epoch  15 Batch  930/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8906, Loss: 0.0682
Epoch  15 Batch  931/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8846, Loss: 0.0742
Epoch  15 Batch  932/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8828, Loss: 0.0771
Epoch  15 Batch  933/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8764, Loss: 0.0712
Epoch  15 Batch  934/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8729, Loss: 0.0688
Epoch  15 Batch  935/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8725, Loss: 0.0737
Epoch  15 Batch  936/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8825, Loss: 0.0851
Epoch  15 Batch  937/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8771, Loss: 0.0921
Epoch  15 Batch  938/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8732, Loss: 0.0831
Epoch  15 Batch  939/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8793, Loss: 0.0882
Epoch  15 Batch  940/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8803, Loss: 0.0732
Epoch  15 Batch  941/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8807, Loss: 0.0672
Epoch  15 Batch  942/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8793, Loss: 0.0894
Epoch  15 Batch  943/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8746, Loss: 0.0814
Epoch  15 Batch  944/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8739, Loss: 0.0727
Epoch  15 Batch  945/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8768, Loss: 0.0667
Epoch  15 Batch  946/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.8782, Loss: 0.0691
Epoch  15 Batch  947/1077 - Train Accuracy: 0.8507, Validation Accuracy: 0.8825, Loss: 0.0900
Epoch  15 Batch  948/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8839, Loss: 0.0766
Epoch  15 Batch  949/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8828, Loss: 0.0655
Epoch  15 Batch  950/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8867, Loss: 0.0686
Epoch  15 Batch  951/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8810, Loss: 0.0795
Epoch  15 Batch  952/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8846, Loss: 0.0666
Epoch  15 Batch  953/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8924, Loss: 0.0654
Epoch  15 Batch  954/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8917, Loss: 0.0851
Epoch  15 Batch  955/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8928, Loss: 0.0827
Epoch  15 Batch  956/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8899, Loss: 0.0836
Epoch  15 Batch  957/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8906, Loss: 0.0685
Epoch  15 Batch  958/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8853, Loss: 0.0832
Epoch  15 Batch  959/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8920, Loss: 0.0827
Epoch  15 Batch  960/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8917, Loss: 0.0762
Epoch  15 Batch  961/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8935, Loss: 0.0718
Epoch  15 Batch  962/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8960, Loss: 0.0746
Epoch  15 Batch  963/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.8945, Loss: 0.0860
Epoch  15 Batch  964/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8967, Loss: 0.0684
Epoch  15 Batch  965/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8910, Loss: 0.0887
Epoch  15 Batch  966/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.8970, Loss: 0.0630
Epoch  15 Batch  967/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8970, Loss: 0.0764
Epoch  15 Batch  968/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8899, Loss: 0.0951
Epoch  15 Batch  969/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8899, Loss: 0.0949
Epoch  15 Batch  970/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8874, Loss: 0.0784
Epoch  15 Batch  971/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8878, Loss: 0.0862
Epoch  15 Batch  972/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8881, Loss: 0.0839
Epoch  15 Batch  973/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8885, Loss: 0.0665
Epoch  15 Batch  974/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8874, Loss: 0.0672
Epoch  15 Batch  975/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8878, Loss: 0.0716
Epoch  15 Batch  976/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8878, Loss: 0.0741
Epoch  15 Batch  977/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8917, Loss: 0.0632
Epoch  15 Batch  978/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8899, Loss: 0.0830
Epoch  15 Batch  979/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8920, Loss: 0.0796
Epoch  15 Batch  980/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8938, Loss: 0.0856
Epoch  15 Batch  981/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8956, Loss: 0.0824
Epoch  15 Batch  982/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8928, Loss: 0.0834
Epoch  15 Batch  983/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.8878, Loss: 0.0831
Epoch  15 Batch  984/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8878, Loss: 0.0819
Epoch  15 Batch  985/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8700, Loss: 0.0705
Epoch  15 Batch  986/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8849, Loss: 0.0749
Epoch  15 Batch  987/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8849, Loss: 0.0717
Epoch  15 Batch  988/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8761, Loss: 0.0849
Epoch  15 Batch  989/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8910, Loss: 0.0949
Epoch  15 Batch  990/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8970, Loss: 0.0908
Epoch  15 Batch  991/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8974, Loss: 0.0803
Epoch  15 Batch  992/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8903, Loss: 0.0782
Epoch  15 Batch  993/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0634
Epoch  15 Batch  994/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8913, Loss: 0.0748
Epoch  15 Batch  995/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8910, Loss: 0.0735
Epoch  15 Batch  996/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8892, Loss: 0.0747
Epoch  15 Batch  997/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8913, Loss: 0.0814
Epoch  15 Batch  998/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8849, Loss: 0.0769
Epoch  15 Batch  999/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8803, Loss: 0.0858
Epoch  15 Batch 1000/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8796, Loss: 0.0809
Epoch  15 Batch 1001/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8849, Loss: 0.0640
Epoch  15 Batch 1002/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8842, Loss: 0.0636
Epoch  15 Batch 1003/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8821, Loss: 0.0745
Epoch  15 Batch 1004/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8917, Loss: 0.0855
Epoch  15 Batch 1005/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8888, Loss: 0.0787
Epoch  15 Batch 1006/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8888, Loss: 0.0674
Epoch  15 Batch 1007/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8935, Loss: 0.0677
Epoch  15 Batch 1008/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8917, Loss: 0.0824
Epoch  15 Batch 1009/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8956, Loss: 0.0606
Epoch  15 Batch 1010/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8910, Loss: 0.0721
Epoch  15 Batch 1011/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8949, Loss: 0.0739
Epoch  15 Batch 1012/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8970, Loss: 0.0612
Epoch  15 Batch 1013/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8920, Loss: 0.0649
Epoch  15 Batch 1014/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8981, Loss: 0.0722
Epoch  15 Batch 1015/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.8995, Loss: 0.0909
Epoch  15 Batch 1016/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.9020, Loss: 0.0887
Epoch  15 Batch 1017/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9066, Loss: 0.0727
Epoch  15 Batch 1018/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.9016, Loss: 0.0797
Epoch  15 Batch 1019/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9020, Loss: 0.0923
Epoch  15 Batch 1020/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9027, Loss: 0.0724
Epoch  15 Batch 1021/1077 - Train Accuracy: 0.8955, Validation Accuracy: 0.9027, Loss: 0.0849
Epoch  15 Batch 1022/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9070, Loss: 0.0684
Epoch  15 Batch 1023/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9045, Loss: 0.0713
Epoch  15 Batch 1024/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9016, Loss: 0.0812
Epoch  15 Batch 1025/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9080, Loss: 0.0753
Epoch  15 Batch 1026/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9091, Loss: 0.0804
Epoch  15 Batch 1027/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9006, Loss: 0.0762
Epoch  15 Batch 1028/1077 - Train Accuracy: 0.8754, Validation Accuracy: 0.9016, Loss: 0.0764
Epoch  15 Batch 1029/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8970, Loss: 0.0679
Epoch  15 Batch 1030/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0787
Epoch  15 Batch 1031/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9027, Loss: 0.0914
Epoch  15 Batch 1032/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9073, Loss: 0.0905
Epoch  15 Batch 1033/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9062, Loss: 0.0831
Epoch  15 Batch 1034/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.9023, Loss: 0.0789
Epoch  15 Batch 1035/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9066, Loss: 0.0630
Epoch  15 Batch 1036/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9062, Loss: 0.1016
Epoch  15 Batch 1037/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9027, Loss: 0.0794
Epoch  15 Batch 1038/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9045, Loss: 0.0888
Epoch  15 Batch 1039/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9006, Loss: 0.0756
Epoch  15 Batch 1040/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9006, Loss: 0.0805
Epoch  15 Batch 1041/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9016, Loss: 0.0807
Epoch  15 Batch 1042/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0755
Epoch  15 Batch 1043/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8970, Loss: 0.1043
Epoch  15 Batch 1044/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8949, Loss: 0.0839
Epoch  15 Batch 1045/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8931, Loss: 0.0807
Epoch  15 Batch 1046/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8949, Loss: 0.0676
Epoch  15 Batch 1047/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8942, Loss: 0.0687
Epoch  15 Batch 1048/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8991, Loss: 0.0809
Epoch  15 Batch 1049/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9091, Loss: 0.0818
Epoch  15 Batch 1050/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9077, Loss: 0.0688
Epoch  15 Batch 1051/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9123, Loss: 0.0802
Epoch  15 Batch 1052/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9077, Loss: 0.0775
Epoch  15 Batch 1053/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9066, Loss: 0.0789
Epoch  15 Batch 1054/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9016, Loss: 0.0694
Epoch  15 Batch 1055/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9020, Loss: 0.0952
Epoch  15 Batch 1056/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9066, Loss: 0.0753
Epoch  15 Batch 1057/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9070, Loss: 0.0903
Epoch  15 Batch 1058/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.9027, Loss: 0.0872
Epoch  15 Batch 1059/1077 - Train Accuracy: 0.8684, Validation Accuracy: 0.9023, Loss: 0.0918
Epoch  15 Batch 1060/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8956, Loss: 0.0666
Epoch  15 Batch 1061/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8988, Loss: 0.0925
Epoch  15 Batch 1062/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.9091, Loss: 0.0898
Epoch  15 Batch 1063/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9013, Loss: 0.0813
Epoch  15 Batch 1064/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9077, Loss: 0.0749
Epoch  15 Batch 1065/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9112, Loss: 0.0810
Epoch  15 Batch 1066/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9041, Loss: 0.0727
Epoch  15 Batch 1067/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0877
Epoch  15 Batch 1068/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9048, Loss: 0.0742
Epoch  15 Batch 1069/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0760
Epoch  15 Batch 1070/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9066, Loss: 0.0717
Epoch  15 Batch 1071/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8995, Loss: 0.0749
Epoch  15 Batch 1072/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.9062, Loss: 0.0769
Epoch  15 Batch 1073/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9148, Loss: 0.0936
Epoch  15 Batch 1074/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9098, Loss: 0.0958
Epoch  15 Batch 1075/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.9098, Loss: 0.0852
Epoch  16 Batch    1/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8995, Loss: 0.0683
Epoch  16 Batch    2/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8967, Loss: 0.0736
Epoch  16 Batch    3/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8906, Loss: 0.0796
Epoch  16 Batch    4/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8949, Loss: 0.0733
Epoch  16 Batch    5/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8963, Loss: 0.0936
Epoch  16 Batch    6/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9066, Loss: 0.0755
Epoch  16 Batch    7/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0681
Epoch  16 Batch    8/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.8960, Loss: 0.0705
Epoch  16 Batch    9/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8960, Loss: 0.0808
Epoch  16 Batch   10/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9073, Loss: 0.0777
Epoch  16 Batch   11/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9119, Loss: 0.0809
Epoch  16 Batch   12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9144, Loss: 0.0779
Epoch  16 Batch   13/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9034, Loss: 0.1016
Epoch  16 Batch   14/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9094, Loss: 0.0627
Epoch  16 Batch   15/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9098, Loss: 0.0695
Epoch  16 Batch   16/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9169, Loss: 0.0772
Epoch  16 Batch   17/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9187, Loss: 0.0731
Epoch  16 Batch   18/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9112, Loss: 0.0772
Epoch  16 Batch   19/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9059, Loss: 0.0689
Epoch  16 Batch   20/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9016, Loss: 0.0685
Epoch  16 Batch   21/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8967, Loss: 0.0846
Epoch  16 Batch   22/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8906, Loss: 0.0818
Epoch  16 Batch   23/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8807, Loss: 0.0690
Epoch  16 Batch   24/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8807, Loss: 0.0726
Epoch  16 Batch   25/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8807, Loss: 0.0717
Epoch  16 Batch   26/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8853, Loss: 0.0841
Epoch  16 Batch   27/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8924, Loss: 0.0699
Epoch  16 Batch   28/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8995, Loss: 0.0703
Epoch  16 Batch   29/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9059, Loss: 0.0847
Epoch  16 Batch   30/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9055, Loss: 0.0725
Epoch  16 Batch   31/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9020, Loss: 0.0779
Epoch  16 Batch   32/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9023, Loss: 0.0668
Epoch  16 Batch   33/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9027, Loss: 0.0761
Epoch  16 Batch   34/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8984, Loss: 0.0810
Epoch  16 Batch   35/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8952, Loss: 0.0733
Epoch  16 Batch   36/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8970, Loss: 0.0807
Epoch  16 Batch   37/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8885, Loss: 0.0707
Epoch  16 Batch   38/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8977, Loss: 0.1005
Epoch  16 Batch   39/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8878, Loss: 0.0879
Epoch  16 Batch   40/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8935, Loss: 0.0698
Epoch  16 Batch   41/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8935, Loss: 0.0691
Epoch  16 Batch   42/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8924, Loss: 0.0901
Epoch  16 Batch   43/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8970, Loss: 0.0620
Epoch  16 Batch   44/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8960, Loss: 0.0696
Epoch  16 Batch   45/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8952, Loss: 0.0765
Epoch  16 Batch   46/1077 - Train Accuracy: 0.8894, Validation Accuracy: 0.8903, Loss: 0.0862
Epoch  16 Batch   47/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8906, Loss: 0.0721
Epoch  16 Batch   48/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8885, Loss: 0.0905
Epoch  16 Batch   49/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.0805
Epoch  16 Batch   50/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8952, Loss: 0.0724
Epoch  16 Batch   51/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8970, Loss: 0.0786
Epoch  16 Batch   52/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8920, Loss: 0.0886
Epoch  16 Batch   53/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8970, Loss: 0.0726
Epoch  16 Batch   54/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8967, Loss: 0.0993
Epoch  16 Batch   55/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8960, Loss: 0.0691
Epoch  16 Batch   56/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9009, Loss: 0.0678
Epoch  16 Batch   57/1077 - Train Accuracy: 0.8952, Validation Accuracy: 0.8984, Loss: 0.0784
Epoch  16 Batch   58/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9034, Loss: 0.0685
Epoch  16 Batch   59/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9055, Loss: 0.0776
Epoch  16 Batch   60/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9080, Loss: 0.0672
Epoch  16 Batch   61/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9031, Loss: 0.0871
Epoch  16 Batch   62/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8942, Loss: 0.0816
Epoch  16 Batch   63/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8917, Loss: 0.0654
Epoch  16 Batch   64/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9041, Loss: 0.0667
Epoch  16 Batch   65/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8935, Loss: 0.0765
Epoch  16 Batch   66/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8896, Loss: 0.0564
Epoch  16 Batch   67/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8896, Loss: 0.0701
Epoch  16 Batch   68/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8924, Loss: 0.0814
Epoch  16 Batch   69/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8945, Loss: 0.0892
Epoch  16 Batch   70/1077 - Train Accuracy: 0.8873, Validation Accuracy: 0.8878, Loss: 0.0834
Epoch  16 Batch   71/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.8867, Loss: 0.0554
Epoch  16 Batch   72/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8864, Loss: 0.0773
Epoch  16 Batch   73/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8928, Loss: 0.0786
Epoch  16 Batch   74/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9048, Loss: 0.0653
Epoch  16 Batch   75/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8995, Loss: 0.1020
Epoch  16 Batch   76/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9002, Loss: 0.0606
Epoch  16 Batch   77/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0736
Epoch  16 Batch   78/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9013, Loss: 0.0708
Epoch  16 Batch   79/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9031, Loss: 0.0677
Epoch  16 Batch   80/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9048, Loss: 0.0730
Epoch  16 Batch   81/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9006, Loss: 0.0668
Epoch  16 Batch   82/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.8988, Loss: 0.0746
Epoch  16 Batch   83/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8988, Loss: 0.0722
Epoch  16 Batch   84/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9031, Loss: 0.0714
Epoch  16 Batch   85/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8967, Loss: 0.0718
Epoch  16 Batch   86/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8967, Loss: 0.0703
Epoch  16 Batch   87/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8984, Loss: 0.0916
Epoch  16 Batch   88/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9016, Loss: 0.0847
Epoch  16 Batch   89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8984, Loss: 0.0832
Epoch  16 Batch   90/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9031, Loss: 0.0755
Epoch  16 Batch   91/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8956, Loss: 0.0662
Epoch  16 Batch   92/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8931, Loss: 0.0849
Epoch  16 Batch   93/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8920, Loss: 0.0738
Epoch  16 Batch   94/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8963, Loss: 0.0645
Epoch  16 Batch   95/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8892, Loss: 0.0811
Epoch  16 Batch   96/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8888, Loss: 0.0874
Epoch  16 Batch   97/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8899, Loss: 0.0795
Epoch  16 Batch   98/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8864, Loss: 0.0775
Epoch  16 Batch   99/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8874, Loss: 0.0676
Epoch  16 Batch  100/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8878, Loss: 0.0709
Epoch  16 Batch  101/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8931, Loss: 0.0659
Epoch  16 Batch  102/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8988, Loss: 0.0696
Epoch  16 Batch  103/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8988, Loss: 0.0879
Epoch  16 Batch  104/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9031, Loss: 0.0799
Epoch  16 Batch  105/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8991, Loss: 0.0727
Epoch  16 Batch  106/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.8935, Loss: 0.0838
Epoch  16 Batch  107/1077 - Train Accuracy: 0.8776, Validation Accuracy: 0.8935, Loss: 0.0789
Epoch  16 Batch  108/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8977, Loss: 0.0766
Epoch  16 Batch  109/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8988, Loss: 0.0745
Epoch  16 Batch  110/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8956, Loss: 0.0619
Epoch  16 Batch  111/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8874, Loss: 0.0698
Epoch  16 Batch  112/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8967, Loss: 0.0718
Epoch  16 Batch  113/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.8931, Loss: 0.0855
Epoch  16 Batch  114/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8960, Loss: 0.0604
Epoch  16 Batch  115/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8867, Loss: 0.0887
Epoch  16 Batch  116/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8991, Loss: 0.0989
Epoch  16 Batch  117/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8825, Loss: 0.0767
Epoch  16 Batch  118/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8835, Loss: 0.0844
Epoch  16 Batch  119/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8846, Loss: 0.0726
Epoch  16 Batch  120/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8885, Loss: 0.0857
Epoch  16 Batch  121/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8853, Loss: 0.0812
Epoch  16 Batch  122/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8821, Loss: 0.0691
Epoch  16 Batch  123/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.8817, Loss: 0.0609
Epoch  16 Batch  124/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8796, Loss: 0.0796
Epoch  16 Batch  125/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8846, Loss: 0.0774
Epoch  16 Batch  126/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8814, Loss: 0.0650
Epoch  16 Batch  127/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8786, Loss: 0.0723
Epoch  16 Batch  128/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8810, Loss: 0.0735
Epoch  16 Batch  129/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8814, Loss: 0.0856
Epoch  16 Batch  130/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8864, Loss: 0.0699
Epoch  16 Batch  131/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.8839, Loss: 0.0819
Epoch  16 Batch  132/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8764, Loss: 0.0769
Epoch  16 Batch  133/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8732, Loss: 0.0704
Epoch  16 Batch  134/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.8789, Loss: 0.0719
Epoch  16 Batch  135/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8888, Loss: 0.0755
Epoch  16 Batch  136/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8860, Loss: 0.0626
Epoch  16 Batch  137/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8910, Loss: 0.0637
Epoch  16 Batch  138/1077 - Train Accuracy: 0.8742, Validation Accuracy: 0.8867, Loss: 0.0722
Epoch  16 Batch  139/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8814, Loss: 0.0788
Epoch  16 Batch  140/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.8903, Loss: 0.0783
Epoch  16 Batch  141/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8878, Loss: 0.0731
Epoch  16 Batch  142/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8849, Loss: 0.0722
Epoch  16 Batch  143/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8906, Loss: 0.0855
Epoch  16 Batch  144/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.8956, Loss: 0.0965
Epoch  16 Batch  145/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8892, Loss: 0.0733
Epoch  16 Batch  146/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8903, Loss: 0.1090
Epoch  16 Batch  147/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8899, Loss: 0.0738
Epoch  16 Batch  148/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8878, Loss: 0.0797
Epoch  16 Batch  149/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0702
Epoch  16 Batch  150/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8803, Loss: 0.0807
Epoch  16 Batch  151/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.8821, Loss: 0.0704
Epoch  16 Batch  152/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8828, Loss: 0.0920
Epoch  16 Batch  153/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8832, Loss: 0.0849
Epoch  16 Batch  154/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8956, Loss: 0.0798
Epoch  16 Batch  155/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8906, Loss: 0.0748
Epoch  16 Batch  156/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8885, Loss: 0.0626
Epoch  16 Batch  157/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8860, Loss: 0.0710
Epoch  16 Batch  158/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8924, Loss: 0.0820
Epoch  16 Batch  159/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8913, Loss: 0.0713
Epoch  16 Batch  160/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8913, Loss: 0.0662
Epoch  16 Batch  161/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8967, Loss: 0.0645
Epoch  16 Batch  162/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8988, Loss: 0.0923
Epoch  16 Batch  163/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8956, Loss: 0.0854
Epoch  16 Batch  164/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8956, Loss: 0.0777
Epoch  16 Batch  165/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8874, Loss: 0.0853
Epoch  16 Batch  166/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8874, Loss: 0.0843
Epoch  16 Batch  167/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8867, Loss: 0.0692
Epoch  16 Batch  168/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8867, Loss: 0.0911
Epoch  16 Batch  169/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8906, Loss: 0.0816
Epoch  16 Batch  170/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8867, Loss: 0.0815
Epoch  16 Batch  171/1077 - Train Accuracy: 0.9244, Validation Accuracy: 0.8892, Loss: 0.0687
Epoch  16 Batch  172/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8835, Loss: 0.0681
Epoch  16 Batch  173/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8853, Loss: 0.0780
Epoch  16 Batch  174/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8995, Loss: 0.0767
Epoch  16 Batch  175/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8967, Loss: 0.0776
Epoch  16 Batch  176/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8970, Loss: 0.0738
Epoch  16 Batch  177/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8970, Loss: 0.0869
Epoch  16 Batch  178/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8942, Loss: 0.0768
Epoch  16 Batch  179/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9002, Loss: 0.0785
Epoch  16 Batch  180/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8967, Loss: 0.0693
Epoch  16 Batch  181/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8910, Loss: 0.0797
Epoch  16 Batch  182/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8920, Loss: 0.0825
Epoch  16 Batch  183/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9009, Loss: 0.0819
Epoch  16 Batch  184/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8956, Loss: 0.0648
Epoch  16 Batch  185/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8984, Loss: 0.0753
Epoch  16 Batch  186/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.8984, Loss: 0.0752
Epoch  16 Batch  187/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8960, Loss: 0.0606
Epoch  16 Batch  188/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8988, Loss: 0.0718
Epoch  16 Batch  189/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8984, Loss: 0.0725
Epoch  16 Batch  190/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9034, Loss: 0.0767
Epoch  16 Batch  191/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9002, Loss: 0.0651
Epoch  16 Batch  192/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8981, Loss: 0.0929
Epoch  16 Batch  193/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8903, Loss: 0.0709
Epoch  16 Batch  194/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8991, Loss: 0.0637
Epoch  16 Batch  195/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8938, Loss: 0.0727
Epoch  16 Batch  196/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8906, Loss: 0.0662
Epoch  16 Batch  197/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8903, Loss: 0.0800
Epoch  16 Batch  198/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8899, Loss: 0.0758
Epoch  16 Batch  199/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9023, Loss: 0.0633
Epoch  16 Batch  200/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8960, Loss: 0.0698
Epoch  16 Batch  201/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9084, Loss: 0.0671
Epoch  16 Batch  202/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9034, Loss: 0.0758
Epoch  16 Batch  203/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9070, Loss: 0.0778
Epoch  16 Batch  204/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8974, Loss: 0.0967
Epoch  16 Batch  205/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9038, Loss: 0.0810
Epoch  16 Batch  206/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8999, Loss: 0.0694
Epoch  16 Batch  207/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8999, Loss: 0.0669
Epoch  16 Batch  208/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9045, Loss: 0.0742
Epoch  16 Batch  209/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9048, Loss: 0.0624
Epoch  16 Batch  210/1077 - Train Accuracy: 0.8817, Validation Accuracy: 0.9055, Loss: 0.0773
Epoch  16 Batch  211/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9055, Loss: 0.0670
Epoch  16 Batch  212/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9031, Loss: 0.0690
Epoch  16 Batch  213/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8974, Loss: 0.0663
Epoch  16 Batch  214/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8963, Loss: 0.0721
Epoch  16 Batch  215/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8974, Loss: 0.0822
Epoch  16 Batch  216/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8963, Loss: 0.0860
Epoch  16 Batch  217/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8956, Loss: 0.0692
Epoch  16 Batch  218/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8970, Loss: 0.0875
Epoch  16 Batch  219/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8878, Loss: 0.0615
Epoch  16 Batch  220/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8920, Loss: 0.0766
Epoch  16 Batch  221/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8846, Loss: 0.0775
Epoch  16 Batch  222/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8857, Loss: 0.0699
Epoch  16 Batch  223/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8913, Loss: 0.0772
Epoch  16 Batch  224/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8995, Loss: 0.0766
Epoch  16 Batch  225/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8970, Loss: 0.0828
Epoch  16 Batch  226/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8974, Loss: 0.0648
Epoch  16 Batch  227/1077 - Train Accuracy: 0.8535, Validation Accuracy: 0.8949, Loss: 0.0820
Epoch  16 Batch  228/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8945, Loss: 0.0643
Epoch  16 Batch  229/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8945, Loss: 0.0788
Epoch  16 Batch  230/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8942, Loss: 0.0671
Epoch  16 Batch  231/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8938, Loss: 0.0839
Epoch  16 Batch  232/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.8974, Loss: 0.0663
Epoch  16 Batch  233/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8991, Loss: 0.0845
Epoch  16 Batch  234/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8995, Loss: 0.0829
Epoch  16 Batch  235/1077 - Train Accuracy: 0.8743, Validation Accuracy: 0.9006, Loss: 0.0735
Epoch  16 Batch  236/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8977, Loss: 0.0728
Epoch  16 Batch  237/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9009, Loss: 0.0607
Epoch  16 Batch  238/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8896, Loss: 0.0779
Epoch  16 Batch  239/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.8881, Loss: 0.0570
Epoch  16 Batch  240/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8924, Loss: 0.0603
Epoch  16 Batch  241/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8945, Loss: 0.0652
Epoch  16 Batch  242/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8942, Loss: 0.0703
Epoch  16 Batch  243/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8949, Loss: 0.0871
Epoch  16 Batch  244/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8938, Loss: 0.0682
Epoch  16 Batch  245/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8881, Loss: 0.0671
Epoch  16 Batch  246/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8920, Loss: 0.0755
Epoch  16 Batch  247/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9020, Loss: 0.0761
Epoch  16 Batch  248/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0726
Epoch  16 Batch  249/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9016, Loss: 0.0667
Epoch  16 Batch  250/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.8977, Loss: 0.0645
Epoch  16 Batch  251/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8984, Loss: 0.0809
Epoch  16 Batch  252/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8981, Loss: 0.0797
Epoch  16 Batch  253/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9013, Loss: 0.0720
Epoch  16 Batch  254/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9034, Loss: 0.0766
Epoch  16 Batch  255/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8974, Loss: 0.0725
Epoch  16 Batch  256/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8945, Loss: 0.1016
Epoch  16 Batch  257/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8835, Loss: 0.0864
Epoch  16 Batch  258/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8917, Loss: 0.0696
Epoch  16 Batch  259/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8967, Loss: 0.0690
Epoch  16 Batch  260/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8917, Loss: 0.0716
Epoch  16 Batch  261/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9027, Loss: 0.0712
Epoch  16 Batch  262/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9066, Loss: 0.0689
Epoch  16 Batch  263/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9094, Loss: 0.0686
Epoch  16 Batch  264/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0818
Epoch  16 Batch  265/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9034, Loss: 0.0738
Epoch  16 Batch  266/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9038, Loss: 0.0743
Epoch  16 Batch  267/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.9045, Loss: 0.0651
Epoch  16 Batch  268/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8906, Loss: 0.0803
Epoch  16 Batch  269/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8970, Loss: 0.0865
Epoch  16 Batch  270/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9009, Loss: 0.0841
Epoch  16 Batch  271/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9020, Loss: 0.0683
Epoch  16 Batch  272/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9009, Loss: 0.1092
Epoch  16 Batch  273/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8960, Loss: 0.0689
Epoch  16 Batch  274/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8981, Loss: 0.0774
Epoch  16 Batch  275/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8935, Loss: 0.0754
Epoch  16 Batch  276/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8935, Loss: 0.0996
Epoch  16 Batch  277/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8910, Loss: 0.0637
Epoch  16 Batch  278/1077 - Train Accuracy: 0.8516, Validation Accuracy: 0.8903, Loss: 0.0858
Epoch  16 Batch  279/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8924, Loss: 0.0865
Epoch  16 Batch  280/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8906, Loss: 0.0773
Epoch  16 Batch  281/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8885, Loss: 0.0800
Epoch  16 Batch  282/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8942, Loss: 0.0902
Epoch  16 Batch  283/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.8906, Loss: 0.0750
Epoch  16 Batch  284/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8995, Loss: 0.0813
Epoch  16 Batch  285/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9055, Loss: 0.0777
Epoch  16 Batch  286/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9062, Loss: 0.0720
Epoch  16 Batch  287/1077 - Train Accuracy: 0.8789, Validation Accuracy: 0.8967, Loss: 0.0726
Epoch  16 Batch  288/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8913, Loss: 0.0808
Epoch  16 Batch  289/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8956, Loss: 0.0713
Epoch  16 Batch  290/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8910, Loss: 0.0893
Epoch  16 Batch  291/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.8888, Loss: 0.0876
Epoch  16 Batch  292/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8942, Loss: 0.0776
Epoch  16 Batch  293/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8931, Loss: 0.0807
Epoch  16 Batch  294/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8920, Loss: 0.0724
Epoch  16 Batch  295/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8984, Loss: 0.0798
Epoch  16 Batch  296/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9041, Loss: 0.0723
Epoch  16 Batch  297/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9041, Loss: 0.0796
Epoch  16 Batch  298/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9016, Loss: 0.0875
Epoch  16 Batch  299/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8920, Loss: 0.0803
Epoch  16 Batch  300/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8903, Loss: 0.0633
Epoch  16 Batch  301/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8903, Loss: 0.0684
Epoch  16 Batch  302/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8899, Loss: 0.0746
Epoch  16 Batch  303/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0791
Epoch  16 Batch  304/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8924, Loss: 0.0756
Epoch  16 Batch  305/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8910, Loss: 0.0731
Epoch  16 Batch  306/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8913, Loss: 0.0822
Epoch  16 Batch  307/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8860, Loss: 0.0720
Epoch  16 Batch  308/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8871, Loss: 0.0840
Epoch  16 Batch  309/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8924, Loss: 0.0637
Epoch  16 Batch  310/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8924, Loss: 0.0788
Epoch  16 Batch  311/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8928, Loss: 0.0624
Epoch  16 Batch  312/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8931, Loss: 0.0856
Epoch  16 Batch  313/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8977, Loss: 0.0638
Epoch  16 Batch  314/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8981, Loss: 0.0788
Epoch  16 Batch  315/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8988, Loss: 0.0667
Epoch  16 Batch  316/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8910, Loss: 0.0719
Epoch  16 Batch  317/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8874, Loss: 0.0886
Epoch  16 Batch  318/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8920, Loss: 0.0717
Epoch  16 Batch  319/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8885, Loss: 0.0860
Epoch  16 Batch  320/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8782, Loss: 0.0860
Epoch  16 Batch  321/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8885, Loss: 0.0686
Epoch  16 Batch  322/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.8885, Loss: 0.0675
Epoch  16 Batch  323/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8867, Loss: 0.0712
Epoch  16 Batch  324/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8938, Loss: 0.0718
Epoch  16 Batch  325/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8910, Loss: 0.0754
Epoch  16 Batch  326/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.8839, Loss: 0.0700
Epoch  16 Batch  327/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8899, Loss: 0.0874
Epoch  16 Batch  328/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8949, Loss: 0.0823
Epoch  16 Batch  329/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8949, Loss: 0.0748
Epoch  16 Batch  330/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8935, Loss: 0.0765
Epoch  16 Batch  331/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8910, Loss: 0.0765
Epoch  16 Batch  332/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8981, Loss: 0.0541
Epoch  16 Batch  333/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8981, Loss: 0.0625
Epoch  16 Batch  334/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8995, Loss: 0.0701
Epoch  16 Batch  335/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9073, Loss: 0.0752
Epoch  16 Batch  336/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9002, Loss: 0.1069
Epoch  16 Batch  337/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9002, Loss: 0.0874
Epoch  16 Batch  338/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.8945, Loss: 0.0917
Epoch  16 Batch  339/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9013, Loss: 0.0669
Epoch  16 Batch  340/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8942, Loss: 0.0701
Epoch  16 Batch  341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8949, Loss: 0.1022
Epoch  16 Batch  342/1077 - Train Accuracy: 0.8772, Validation Accuracy: 0.8949, Loss: 0.0757
Epoch  16 Batch  343/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9066, Loss: 0.0760
Epoch  16 Batch  344/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9023, Loss: 0.0678
Epoch  16 Batch  345/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9013, Loss: 0.0716
Epoch  16 Batch  346/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9013, Loss: 0.0753
Epoch  16 Batch  347/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9023, Loss: 0.0627
Epoch  16 Batch  348/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8960, Loss: 0.0718
Epoch  16 Batch  349/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9002, Loss: 0.0669
Epoch  16 Batch  350/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9045, Loss: 0.0730
Epoch  16 Batch  351/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9045, Loss: 0.0797
Epoch  16 Batch  352/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8991, Loss: 0.0674
Epoch  16 Batch  353/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8974, Loss: 0.0808
Epoch  16 Batch  354/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8924, Loss: 0.0875
Epoch  16 Batch  355/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8878, Loss: 0.0726
Epoch  16 Batch  356/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8828, Loss: 0.0789
Epoch  16 Batch  357/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.8835, Loss: 0.0692
Epoch  16 Batch  358/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8938, Loss: 0.0780
Epoch  16 Batch  359/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8931, Loss: 0.0722
Epoch  16 Batch  360/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8977, Loss: 0.0670
Epoch  16 Batch  361/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.8952, Loss: 0.0668
Epoch  16 Batch  362/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9013, Loss: 0.0854
Epoch  16 Batch  363/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8963, Loss: 0.0829
Epoch  16 Batch  364/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8984, Loss: 0.0877
Epoch  16 Batch  365/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9062, Loss: 0.0594
Epoch  16 Batch  366/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9045, Loss: 0.0659
Epoch  16 Batch  367/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9109, Loss: 0.0632
Epoch  16 Batch  368/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8988, Loss: 0.0750
Epoch  16 Batch  369/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8942, Loss: 0.0715
Epoch  16 Batch  370/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8942, Loss: 0.0691
Epoch  16 Batch  371/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8938, Loss: 0.0676
Epoch  16 Batch  372/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8924, Loss: 0.0663
Epoch  16 Batch  373/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8960, Loss: 0.0576
Epoch  16 Batch  374/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8906, Loss: 0.0721
Epoch  16 Batch  375/1077 - Train Accuracy: 0.9311, Validation Accuracy: 0.8924, Loss: 0.0715
Epoch  16 Batch  376/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8857, Loss: 0.0758
Epoch  16 Batch  377/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8903, Loss: 0.0734
Epoch  16 Batch  378/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8917, Loss: 0.0592
Epoch  16 Batch  379/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8913, Loss: 0.0823
Epoch  16 Batch  380/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0621
Epoch  16 Batch  381/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8892, Loss: 0.0845
Epoch  16 Batch  382/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8995, Loss: 0.0995
Epoch  16 Batch  383/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8935, Loss: 0.0785
Epoch  16 Batch  384/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8942, Loss: 0.0643
Epoch  16 Batch  385/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8874, Loss: 0.0666
Epoch  16 Batch  386/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8917, Loss: 0.0740
Epoch  16 Batch  387/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9020, Loss: 0.0738
Epoch  16 Batch  388/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.9062, Loss: 0.0806
Epoch  16 Batch  389/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9041, Loss: 0.0689
Epoch  16 Batch  390/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9041, Loss: 0.0951
Epoch  16 Batch  391/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9027, Loss: 0.0828
Epoch  16 Batch  392/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0810
Epoch  16 Batch  393/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.8984, Loss: 0.0776
Epoch  16 Batch  394/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8935, Loss: 0.0756
Epoch  16 Batch  395/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8935, Loss: 0.0678
Epoch  16 Batch  396/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8892, Loss: 0.0814
Epoch  16 Batch  397/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8913, Loss: 0.0753
Epoch  16 Batch  398/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.8963, Loss: 0.0749
Epoch  16 Batch  399/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.8945, Loss: 0.0722
Epoch  16 Batch  400/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8984, Loss: 0.0716
Epoch  16 Batch  401/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8928, Loss: 0.0692
Epoch  16 Batch  402/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8981, Loss: 0.0598
Epoch  16 Batch  403/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.8984, Loss: 0.0959
Epoch  16 Batch  404/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9009, Loss: 0.0734
Epoch  16 Batch  405/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9009, Loss: 0.0790
Epoch  16 Batch  406/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9070, Loss: 0.0667
Epoch  16 Batch  407/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0829
Epoch  16 Batch  408/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9016, Loss: 0.0784
Epoch  16 Batch  409/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0759
Epoch  16 Batch  410/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8952, Loss: 0.0891
Epoch  16 Batch  411/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8931, Loss: 0.0719
Epoch  16 Batch  412/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8814, Loss: 0.0643
Epoch  16 Batch  413/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0666
Epoch  16 Batch  414/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8857, Loss: 0.0791
Epoch  16 Batch  415/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8810, Loss: 0.0895
Epoch  16 Batch  416/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8810, Loss: 0.0730
Epoch  16 Batch  417/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8896, Loss: 0.0995
Epoch  16 Batch  418/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8974, Loss: 0.0725
Epoch  16 Batch  419/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8999, Loss: 0.0664
Epoch  16 Batch  420/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9031, Loss: 0.0656
Epoch  16 Batch  421/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9048, Loss: 0.0989
Epoch  16 Batch  422/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9048, Loss: 0.0698
Epoch  16 Batch  423/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9038, Loss: 0.0776
Epoch  16 Batch  424/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9045, Loss: 0.0708
Epoch  16 Batch  425/1077 - Train Accuracy: 0.8761, Validation Accuracy: 0.8999, Loss: 0.0656
Epoch  16 Batch  426/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9055, Loss: 0.0843
Epoch  16 Batch  427/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9006, Loss: 0.0663
Epoch  16 Batch  428/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8938, Loss: 0.0635
Epoch  16 Batch  429/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8871, Loss: 0.0690
Epoch  16 Batch  430/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8924, Loss: 0.0671
Epoch  16 Batch  431/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8920, Loss: 0.0662
Epoch  16 Batch  432/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8896, Loss: 0.0756
Epoch  16 Batch  433/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9013, Loss: 0.0745
Epoch  16 Batch  434/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9023, Loss: 0.0753
Epoch  16 Batch  435/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9013, Loss: 0.0773
Epoch  16 Batch  436/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8888, Loss: 0.0781
Epoch  16 Batch  437/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8928, Loss: 0.0624
Epoch  16 Batch  438/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8871, Loss: 0.0742
Epoch  16 Batch  439/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8825, Loss: 0.0817
Epoch  16 Batch  440/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.8764, Loss: 0.0930
Epoch  16 Batch  441/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8839, Loss: 0.0697
Epoch  16 Batch  442/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.8960, Loss: 0.0764
Epoch  16 Batch  443/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8864, Loss: 0.0707
Epoch  16 Batch  444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8853, Loss: 0.0711
Epoch  16 Batch  445/1077 - Train Accuracy: 0.8639, Validation Accuracy: 0.8896, Loss: 0.0834
Epoch  16 Batch  446/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8874, Loss: 0.0642
Epoch  16 Batch  447/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8924, Loss: 0.0779
Epoch  16 Batch  448/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8991, Loss: 0.0850
Epoch  16 Batch  449/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8981, Loss: 0.0852
Epoch  16 Batch  450/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9045, Loss: 0.0819
Epoch  16 Batch  451/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9034, Loss: 0.0729
Epoch  16 Batch  452/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9041, Loss: 0.0750
Epoch  16 Batch  453/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9059, Loss: 0.0639
Epoch  16 Batch  454/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9016, Loss: 0.0903
Epoch  16 Batch  455/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8917, Loss: 0.0680
Epoch  16 Batch  456/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8917, Loss: 0.0848
Epoch  16 Batch  457/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8967, Loss: 0.0665
Epoch  16 Batch  458/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8945, Loss: 0.0856
Epoch  16 Batch  459/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8952, Loss: 0.0731
Epoch  16 Batch  460/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8888, Loss: 0.0775
Epoch  16 Batch  461/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8913, Loss: 0.0718
Epoch  16 Batch  462/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8906, Loss: 0.0751
Epoch  16 Batch  463/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8952, Loss: 0.0724
Epoch  16 Batch  464/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9048, Loss: 0.0725
Epoch  16 Batch  465/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8999, Loss: 0.0927
Epoch  16 Batch  466/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8963, Loss: 0.0693
Epoch  16 Batch  467/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9034, Loss: 0.0845
Epoch  16 Batch  468/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.8995, Loss: 0.0765
Epoch  16 Batch  469/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8970, Loss: 0.0746
Epoch  16 Batch  470/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8935, Loss: 0.0708
Epoch  16 Batch  471/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8984, Loss: 0.0615
Epoch  16 Batch  472/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8910, Loss: 0.0595
Epoch  16 Batch  473/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8928, Loss: 0.0798
Epoch  16 Batch  474/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8935, Loss: 0.0719
Epoch  16 Batch  475/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8931, Loss: 0.0730
Epoch  16 Batch  476/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8935, Loss: 0.0662
Epoch  16 Batch  477/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8984, Loss: 0.0693
Epoch  16 Batch  478/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8974, Loss: 0.0700
Epoch  16 Batch  479/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8931, Loss: 0.0876
Epoch  16 Batch  480/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8949, Loss: 0.0716
Epoch  16 Batch  481/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0668
Epoch  16 Batch  482/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.8974, Loss: 0.0829
Epoch  16 Batch  483/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8981, Loss: 0.0851
Epoch  16 Batch  484/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9077, Loss: 0.0738
Epoch  16 Batch  485/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8981, Loss: 0.0739
Epoch  16 Batch  486/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9013, Loss: 0.0658
Epoch  16 Batch  487/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9034, Loss: 0.0690
Epoch  16 Batch  488/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8988, Loss: 0.0592
Epoch  16 Batch  489/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8988, Loss: 0.0604
Epoch  16 Batch  490/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8974, Loss: 0.0774
Epoch  16 Batch  491/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8913, Loss: 0.0822
Epoch  16 Batch  492/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8913, Loss: 0.0779
Epoch  16 Batch  493/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8920, Loss: 0.0643
Epoch  16 Batch  494/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8931, Loss: 0.0630
Epoch  16 Batch  495/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8935, Loss: 0.0708
Epoch  16 Batch  496/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8981, Loss: 0.0718
Epoch  16 Batch  497/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8938, Loss: 0.0680
Epoch  16 Batch  498/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8999, Loss: 0.0684
Epoch  16 Batch  499/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9027, Loss: 0.0689
Epoch  16 Batch  500/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0619
Epoch  16 Batch  501/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8999, Loss: 0.0656
Epoch  16 Batch  502/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8956, Loss: 0.0792
Epoch  16 Batch  503/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.8963, Loss: 0.0628
Epoch  16 Batch  504/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8945, Loss: 0.0720
Epoch  16 Batch  505/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.8952, Loss: 0.0608
Epoch  16 Batch  506/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8960, Loss: 0.0740
Epoch  16 Batch  507/1077 - Train Accuracy: 0.8441, Validation Accuracy: 0.8981, Loss: 0.0816
Epoch  16 Batch  508/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8942, Loss: 0.0648
Epoch  16 Batch  509/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8938, Loss: 0.0851
Epoch  16 Batch  510/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8924, Loss: 0.0771
Epoch  16 Batch  511/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8842, Loss: 0.0749
Epoch  16 Batch  512/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8874, Loss: 0.0658
Epoch  16 Batch  513/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8825, Loss: 0.0780
Epoch  16 Batch  514/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8917, Loss: 0.0754
Epoch  16 Batch  515/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8896, Loss: 0.0845
Epoch  16 Batch  516/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.8977, Loss: 0.0708
Epoch  16 Batch  517/1077 - Train Accuracy: 0.8806, Validation Accuracy: 0.8977, Loss: 0.0800
Epoch  16 Batch  518/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8977, Loss: 0.0662
Epoch  16 Batch  519/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8974, Loss: 0.0721
Epoch  16 Batch  520/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8917, Loss: 0.0654
Epoch  16 Batch  521/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8928, Loss: 0.0706
Epoch  16 Batch  522/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.8924, Loss: 0.0936
Epoch  16 Batch  523/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8885, Loss: 0.0757
Epoch  16 Batch  524/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8920, Loss: 0.0795
Epoch  16 Batch  525/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8920, Loss: 0.0666
Epoch  16 Batch  526/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8938, Loss: 0.0654
Epoch  16 Batch  527/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.8949, Loss: 0.0695
Epoch  16 Batch  528/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9006, Loss: 0.0712
Epoch  16 Batch  529/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0626
Epoch  16 Batch  530/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9013, Loss: 0.0778
Epoch  16 Batch  531/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9020, Loss: 0.0781
Epoch  16 Batch  532/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9055, Loss: 0.0884
Epoch  16 Batch  533/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9052, Loss: 0.0759
Epoch  16 Batch  534/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8896, Loss: 0.0786
Epoch  16 Batch  535/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8956, Loss: 0.0740
Epoch  16 Batch  536/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8967, Loss: 0.0796
Epoch  16 Batch  537/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8988, Loss: 0.0699
Epoch  16 Batch  538/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9020, Loss: 0.0620
Epoch  16 Batch  539/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9066, Loss: 0.0818
Epoch  16 Batch  540/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9020, Loss: 0.0711
Epoch  16 Batch  541/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9034, Loss: 0.0684
Epoch  16 Batch  542/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0736
Epoch  16 Batch  543/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9002, Loss: 0.0733
Epoch  16 Batch  544/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8949, Loss: 0.0558
Epoch  16 Batch  545/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8945, Loss: 0.0819
Epoch  16 Batch  546/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8967, Loss: 0.0814
Epoch  16 Batch  547/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9020, Loss: 0.0680
Epoch  16 Batch  548/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8938, Loss: 0.0850
Epoch  16 Batch  549/1077 - Train Accuracy: 0.8469, Validation Accuracy: 0.8871, Loss: 0.0857
Epoch  16 Batch  550/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8864, Loss: 0.0731
Epoch  16 Batch  551/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8906, Loss: 0.0808
Epoch  16 Batch  552/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8906, Loss: 0.0791
Epoch  16 Batch  553/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8910, Loss: 0.0894
Epoch  16 Batch  554/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8913, Loss: 0.0711
Epoch  16 Batch  555/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8977, Loss: 0.0683
Epoch  16 Batch  556/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9016, Loss: 0.0643
Epoch  16 Batch  557/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8952, Loss: 0.0697
Epoch  16 Batch  558/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8846, Loss: 0.0596
Epoch  16 Batch  559/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8871, Loss: 0.0732
Epoch  16 Batch  560/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8935, Loss: 0.0707
Epoch  16 Batch  561/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8935, Loss: 0.0681
Epoch  16 Batch  562/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.8945, Loss: 0.0591
Epoch  16 Batch  563/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8956, Loss: 0.0782
Epoch  16 Batch  564/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9059, Loss: 0.0844
Epoch  16 Batch  565/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9013, Loss: 0.0848
Epoch  16 Batch  566/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9013, Loss: 0.0872
Epoch  16 Batch  567/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8949, Loss: 0.0756
Epoch  16 Batch  568/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8963, Loss: 0.0737
Epoch  16 Batch  569/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8913, Loss: 0.0791
Epoch  16 Batch  570/1077 - Train Accuracy: 0.8845, Validation Accuracy: 0.8924, Loss: 0.0779
Epoch  16 Batch  571/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8920, Loss: 0.0675
Epoch  16 Batch  572/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8917, Loss: 0.0709
Epoch  16 Batch  573/1077 - Train Accuracy: 0.8672, Validation Accuracy: 0.8832, Loss: 0.0942
Epoch  16 Batch  574/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8867, Loss: 0.0740
Epoch  16 Batch  575/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8825, Loss: 0.0666
Epoch  16 Batch  576/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8828, Loss: 0.0670
Epoch  16 Batch  577/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8778, Loss: 0.0751
Epoch  16 Batch  578/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8853, Loss: 0.0763
Epoch  16 Batch  579/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8825, Loss: 0.0721
Epoch  16 Batch  580/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8888, Loss: 0.0618
Epoch  16 Batch  581/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8857, Loss: 0.0610
Epoch  16 Batch  582/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8803, Loss: 0.0714
Epoch  16 Batch  583/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8750, Loss: 0.0850
Epoch  16 Batch  584/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8853, Loss: 0.0727
Epoch  16 Batch  585/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8910, Loss: 0.0589
Epoch  16 Batch  586/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8906, Loss: 0.0686
Epoch  16 Batch  587/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8906, Loss: 0.0728
Epoch  16 Batch  588/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8903, Loss: 0.0663
Epoch  16 Batch  589/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8970, Loss: 0.0662
Epoch  16 Batch  590/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8906, Loss: 0.0794
Epoch  16 Batch  591/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.8821, Loss: 0.0648
Epoch  16 Batch  592/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8807, Loss: 0.0750
Epoch  16 Batch  593/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8881, Loss: 0.0832
Epoch  16 Batch  594/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8906, Loss: 0.0814
Epoch  16 Batch  595/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8952, Loss: 0.0690
Epoch  16 Batch  596/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8970, Loss: 0.0742
Epoch  16 Batch  597/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8913, Loss: 0.0732
Epoch  16 Batch  598/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8896, Loss: 0.0684
Epoch  16 Batch  599/1077 - Train Accuracy: 0.8562, Validation Accuracy: 0.8974, Loss: 0.1028
Epoch  16 Batch  600/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8977, Loss: 0.0830
Epoch  16 Batch  601/1077 - Train Accuracy: 0.8810, Validation Accuracy: 0.8945, Loss: 0.0732
Epoch  16 Batch  602/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8817, Loss: 0.0756
Epoch  16 Batch  603/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8817, Loss: 0.0733
Epoch  16 Batch  604/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8743, Loss: 0.0933
Epoch  16 Batch  605/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8743, Loss: 0.0850
Epoch  16 Batch  606/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8757, Loss: 0.0608
Epoch  16 Batch  607/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.8817, Loss: 0.0773
Epoch  16 Batch  608/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8931, Loss: 0.0873
Epoch  16 Batch  609/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8942, Loss: 0.0804
Epoch  16 Batch  610/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8935, Loss: 0.0898
Epoch  16 Batch  611/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8842, Loss: 0.0748
Epoch  16 Batch  612/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8817, Loss: 0.0621
Epoch  16 Batch  613/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.8821, Loss: 0.0829
Epoch  16 Batch  614/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8867, Loss: 0.0736
Epoch  16 Batch  615/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8881, Loss: 0.0746
Epoch  16 Batch  616/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8814, Loss: 0.0766
Epoch  16 Batch  617/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8857, Loss: 0.0756
Epoch  16 Batch  618/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8839, Loss: 0.0741
Epoch  16 Batch  619/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8878, Loss: 0.0630
Epoch  16 Batch  620/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8761, Loss: 0.0610
Epoch  16 Batch  621/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8803, Loss: 0.0734
Epoch  16 Batch  622/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.8817, Loss: 0.0790
Epoch  16 Batch  623/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.8910, Loss: 0.0771
Epoch  16 Batch  624/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8878, Loss: 0.0709
Epoch  16 Batch  625/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8938, Loss: 0.0691
Epoch  16 Batch  626/1077 - Train Accuracy: 0.9151, Validation Accuracy: 0.8920, Loss: 0.0651
Epoch  16 Batch  627/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8881, Loss: 0.0724
Epoch  16 Batch  628/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8881, Loss: 0.0786
Epoch  16 Batch  629/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8885, Loss: 0.0768
Epoch  16 Batch  630/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8935, Loss: 0.0690
Epoch  16 Batch  631/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8928, Loss: 0.0759
Epoch  16 Batch  632/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8938, Loss: 0.0701
Epoch  16 Batch  633/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8896, Loss: 0.0708
Epoch  16 Batch  634/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8896, Loss: 0.0574
Epoch  16 Batch  635/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8938, Loss: 0.0870
Epoch  16 Batch  636/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8952, Loss: 0.0678
Epoch  16 Batch  637/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8892, Loss: 0.0737
Epoch  16 Batch  638/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8867, Loss: 0.0647
Epoch  16 Batch  639/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8782, Loss: 0.0867
Epoch  16 Batch  640/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8828, Loss: 0.0630
Epoch  16 Batch  641/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8817, Loss: 0.0619
Epoch  16 Batch  642/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8821, Loss: 0.0757
Epoch  16 Batch  643/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8913, Loss: 0.0613
Epoch  16 Batch  644/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8849, Loss: 0.0700
Epoch  16 Batch  645/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8849, Loss: 0.0733
Epoch  16 Batch  646/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8896, Loss: 0.0679
Epoch  16 Batch  647/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8896, Loss: 0.0799
Epoch  16 Batch  648/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8896, Loss: 0.0598
Epoch  16 Batch  649/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8903, Loss: 0.0735
Epoch  16 Batch  650/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8963, Loss: 0.0696
Epoch  16 Batch  651/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.8952, Loss: 0.0707
Epoch  16 Batch  652/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9002, Loss: 0.0760
Epoch  16 Batch  653/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9002, Loss: 0.0775
Epoch  16 Batch  654/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9009, Loss: 0.0680
Epoch  16 Batch  655/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.9016, Loss: 0.0919
Epoch  16 Batch  656/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9009, Loss: 0.0742
Epoch  16 Batch  657/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9013, Loss: 0.0785
Epoch  16 Batch  658/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9013, Loss: 0.0547
Epoch  16 Batch  659/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9034, Loss: 0.0771
Epoch  16 Batch  660/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8913, Loss: 0.0716
Epoch  16 Batch  661/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8935, Loss: 0.0744
Epoch  16 Batch  662/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8949, Loss: 0.0633
Epoch  16 Batch  663/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8888, Loss: 0.0596
Epoch  16 Batch  664/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8935, Loss: 0.0774
Epoch  16 Batch  665/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8974, Loss: 0.0594
Epoch  16 Batch  666/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.8924, Loss: 0.0736
Epoch  16 Batch  667/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8924, Loss: 0.0812
Epoch  16 Batch  668/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8913, Loss: 0.0644
Epoch  16 Batch  669/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8938, Loss: 0.0663
Epoch  16 Batch  670/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.8924, Loss: 0.0679
Epoch  16 Batch  671/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8924, Loss: 0.0751
Epoch  16 Batch  672/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.8817, Loss: 0.0650
Epoch  16 Batch  673/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8761, Loss: 0.0727
Epoch  16 Batch  674/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8786, Loss: 0.0678
Epoch  16 Batch  675/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8789, Loss: 0.0787
Epoch  16 Batch  676/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8896, Loss: 0.0678
Epoch  16 Batch  677/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8956, Loss: 0.0872
Epoch  16 Batch  678/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8896, Loss: 0.0630
Epoch  16 Batch  679/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8938, Loss: 0.0747
Epoch  16 Batch  680/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8942, Loss: 0.0796
Epoch  16 Batch  681/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8942, Loss: 0.0679
Epoch  16 Batch  682/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8917, Loss: 0.0745
Epoch  16 Batch  683/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8857, Loss: 0.0721
Epoch  16 Batch  684/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8874, Loss: 0.0687
Epoch  16 Batch  685/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8864, Loss: 0.0809
Epoch  16 Batch  686/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8917, Loss: 0.0665
Epoch  16 Batch  687/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0818
Epoch  16 Batch  688/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8931, Loss: 0.0679
Epoch  16 Batch  689/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8952, Loss: 0.0615
Epoch  16 Batch  690/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8899, Loss: 0.0767
Epoch  16 Batch  691/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.8931, Loss: 0.0788
Epoch  16 Batch  692/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8999, Loss: 0.0657
Epoch  16 Batch  693/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8952, Loss: 0.1080
Epoch  16 Batch  694/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8960, Loss: 0.0727
Epoch  16 Batch  695/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0667
Epoch  16 Batch  696/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8967, Loss: 0.0810
Epoch  16 Batch  697/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8981, Loss: 0.0650
Epoch  16 Batch  698/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8924, Loss: 0.0646
Epoch  16 Batch  699/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8977, Loss: 0.0675
Epoch  16 Batch  700/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8988, Loss: 0.0663
Epoch  16 Batch  701/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8867, Loss: 0.0820
Epoch  16 Batch  702/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.8917, Loss: 0.0831
Epoch  16 Batch  703/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8945, Loss: 0.0716
Epoch  16 Batch  704/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8945, Loss: 0.0909
Epoch  16 Batch  705/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.9041, Loss: 0.0824
Epoch  16 Batch  706/1077 - Train Accuracy: 0.8542, Validation Accuracy: 0.9031, Loss: 0.0845
Epoch  16 Batch  707/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9041, Loss: 0.0761
Epoch  16 Batch  708/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9055, Loss: 0.0762
Epoch  16 Batch  709/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9055, Loss: 0.0854
Epoch  16 Batch  710/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9020, Loss: 0.0608
Epoch  16 Batch  711/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8995, Loss: 0.0951
Epoch  16 Batch  712/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8949, Loss: 0.0723
Epoch  16 Batch  713/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9027, Loss: 0.0674
Epoch  16 Batch  714/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8977, Loss: 0.0719
Epoch  16 Batch  715/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8963, Loss: 0.0812
Epoch  16 Batch  716/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0636
Epoch  16 Batch  717/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8917, Loss: 0.0640
Epoch  16 Batch  718/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8903, Loss: 0.0742
Epoch  16 Batch  719/1077 - Train Accuracy: 0.8884, Validation Accuracy: 0.8935, Loss: 0.0779
Epoch  16 Batch  720/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9066, Loss: 0.0775
Epoch  16 Batch  721/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8949, Loss: 0.0767
Epoch  16 Batch  722/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8981, Loss: 0.0619
Epoch  16 Batch  723/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8885, Loss: 0.0758
Epoch  16 Batch  724/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8942, Loss: 0.0750
Epoch  16 Batch  725/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8999, Loss: 0.0573
Epoch  16 Batch  726/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8960, Loss: 0.0727
Epoch  16 Batch  727/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8981, Loss: 0.0679
Epoch  16 Batch  728/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8963, Loss: 0.0862
Epoch  16 Batch  729/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8999, Loss: 0.0853
Epoch  16 Batch  730/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8999, Loss: 0.0845
Epoch  16 Batch  731/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8995, Loss: 0.0756
Epoch  16 Batch  732/1077 - Train Accuracy: 0.8775, Validation Accuracy: 0.8977, Loss: 0.0813
Epoch  16 Batch  733/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9045, Loss: 0.0758
Epoch  16 Batch  734/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8977, Loss: 0.0789
Epoch  16 Batch  735/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9016, Loss: 0.0673
Epoch  16 Batch  736/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9041, Loss: 0.0640
Epoch  16 Batch  737/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9059, Loss: 0.0785
Epoch  16 Batch  738/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9027, Loss: 0.0564
Epoch  16 Batch  739/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9023, Loss: 0.0653
Epoch  16 Batch  740/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9041, Loss: 0.0601
Epoch  16 Batch  741/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0812
Epoch  16 Batch  742/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8988, Loss: 0.0666
Epoch  16 Batch  743/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8963, Loss: 0.0713
Epoch  16 Batch  744/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8906, Loss: 0.0696
Epoch  16 Batch  745/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8913, Loss: 0.0725
Epoch  16 Batch  746/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.0687
Epoch  16 Batch  747/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8849, Loss: 0.0619
Epoch  16 Batch  748/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8956, Loss: 0.0620
Epoch  16 Batch  749/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8846, Loss: 0.0732
Epoch  16 Batch  750/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8846, Loss: 0.0702
Epoch  16 Batch  751/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8846, Loss: 0.0753
Epoch  16 Batch  752/1077 - Train Accuracy: 0.8936, Validation Accuracy: 0.8807, Loss: 0.0712
Epoch  16 Batch  753/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8867, Loss: 0.0678
Epoch  16 Batch  754/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8878, Loss: 0.0816
Epoch  16 Batch  755/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8913, Loss: 0.0784
Epoch  16 Batch  756/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8928, Loss: 0.0755
Epoch  16 Batch  757/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8860, Loss: 0.0805
Epoch  16 Batch  758/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8849, Loss: 0.0587
Epoch  16 Batch  759/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8896, Loss: 0.0611
Epoch  16 Batch  760/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8793, Loss: 0.0833
Epoch  16 Batch  761/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8917, Loss: 0.0744
Epoch  16 Batch  762/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9023, Loss: 0.0639
Epoch  16 Batch  763/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8967, Loss: 0.0698
Epoch  16 Batch  764/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8917, Loss: 0.0676
Epoch  16 Batch  765/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8913, Loss: 0.0765
Epoch  16 Batch  766/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8910, Loss: 0.0798
Epoch  16 Batch  767/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8967, Loss: 0.0675
Epoch  16 Batch  768/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9016, Loss: 0.0685
Epoch  16 Batch  769/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8995, Loss: 0.0729
Epoch  16 Batch  770/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8938, Loss: 0.0751
Epoch  16 Batch  771/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8977, Loss: 0.0756
Epoch  16 Batch  772/1077 - Train Accuracy: 0.9029, Validation Accuracy: 0.9006, Loss: 0.0687
Epoch  16 Batch  773/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9052, Loss: 0.0645
Epoch  16 Batch  774/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8952, Loss: 0.0793
Epoch  16 Batch  775/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8952, Loss: 0.0766
Epoch  16 Batch  776/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8970, Loss: 0.0663
Epoch  16 Batch  777/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9016, Loss: 0.0693
Epoch  16 Batch  778/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0706
Epoch  16 Batch  779/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8920, Loss: 0.0719
Epoch  16 Batch  780/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8899, Loss: 0.0870
Epoch  16 Batch  781/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8935, Loss: 0.0553
Epoch  16 Batch  782/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8906, Loss: 0.0641
Epoch  16 Batch  783/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8984, Loss: 0.0753
Epoch  16 Batch  784/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0520
Epoch  16 Batch  785/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8928, Loss: 0.0648
Epoch  16 Batch  786/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8952, Loss: 0.0726
Epoch  16 Batch  787/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8945, Loss: 0.0716
Epoch  16 Batch  788/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8942, Loss: 0.0609
Epoch  16 Batch  789/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8935, Loss: 0.0729
Epoch  16 Batch  790/1077 - Train Accuracy: 0.8496, Validation Accuracy: 0.8938, Loss: 0.0807
Epoch  16 Batch  791/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8942, Loss: 0.0865
Epoch  16 Batch  792/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9002, Loss: 0.0737
Epoch  16 Batch  793/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9027, Loss: 0.0712
Epoch  16 Batch  794/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9070, Loss: 0.0603
Epoch  16 Batch  795/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9123, Loss: 0.0794
Epoch  16 Batch  796/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9077, Loss: 0.0705
Epoch  16 Batch  797/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9091, Loss: 0.0685
Epoch  16 Batch  798/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9034, Loss: 0.0680
Epoch  16 Batch  799/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.9059, Loss: 0.0845
Epoch  16 Batch  800/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9052, Loss: 0.0685
Epoch  16 Batch  801/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9020, Loss: 0.0664
Epoch  16 Batch  802/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9027, Loss: 0.0864
Epoch  16 Batch  803/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0749
Epoch  16 Batch  804/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8988, Loss: 0.0657
Epoch  16 Batch  805/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.8956, Loss: 0.0803
Epoch  16 Batch  806/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9016, Loss: 0.0648
Epoch  16 Batch  807/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8963, Loss: 0.0585
Epoch  16 Batch  808/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8949, Loss: 0.0911
Epoch  16 Batch  809/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8995, Loss: 0.0971
Epoch  16 Batch  810/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0653
Epoch  16 Batch  811/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8952, Loss: 0.0721
Epoch  16 Batch  812/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8917, Loss: 0.0781
Epoch  16 Batch  813/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8899, Loss: 0.0722
Epoch  16 Batch  814/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8970, Loss: 0.0835
Epoch  16 Batch  815/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9013, Loss: 0.0677
Epoch  16 Batch  816/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9002, Loss: 0.0720
Epoch  16 Batch  817/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9080, Loss: 0.0728
Epoch  16 Batch  818/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9084, Loss: 0.0707
Epoch  16 Batch  819/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8984, Loss: 0.0683
Epoch  16 Batch  820/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9013, Loss: 0.0713
Epoch  16 Batch  821/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9016, Loss: 0.0728
Epoch  16 Batch  822/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9013, Loss: 0.0652
Epoch  16 Batch  823/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0674
Epoch  16 Batch  824/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9023, Loss: 0.0830
Epoch  16 Batch  825/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8963, Loss: 0.0645
Epoch  16 Batch  826/1077 - Train Accuracy: 0.8903, Validation Accuracy: 0.9013, Loss: 0.0672
Epoch  16 Batch  827/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8952, Loss: 0.0695
Epoch  16 Batch  828/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8952, Loss: 0.0613
Epoch  16 Batch  829/1077 - Train Accuracy: 0.8547, Validation Accuracy: 0.8952, Loss: 0.0899
Epoch  16 Batch  830/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.8974, Loss: 0.0756
Epoch  16 Batch  831/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.9027, Loss: 0.0719
Epoch  16 Batch  832/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8977, Loss: 0.0628
Epoch  16 Batch  833/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8984, Loss: 0.0751
Epoch  16 Batch  834/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8970, Loss: 0.0743
Epoch  16 Batch  835/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9016, Loss: 0.0774
Epoch  16 Batch  836/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9013, Loss: 0.0739
Epoch  16 Batch  837/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9013, Loss: 0.0788
Epoch  16 Batch  838/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0699
Epoch  16 Batch  839/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9009, Loss: 0.0660
Epoch  16 Batch  840/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8995, Loss: 0.0688
Epoch  16 Batch  841/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0832
Epoch  16 Batch  842/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.8952, Loss: 0.0633
Epoch  16 Batch  843/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8952, Loss: 0.0621
Epoch  16 Batch  844/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8977, Loss: 0.0656
Epoch  16 Batch  845/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0707
Epoch  16 Batch  846/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8960, Loss: 0.0841
Epoch  16 Batch  847/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8981, Loss: 0.0828
Epoch  16 Batch  848/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8963, Loss: 0.0614
Epoch  16 Batch  849/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8991, Loss: 0.0566
Epoch  16 Batch  850/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9041, Loss: 0.0946
Epoch  16 Batch  851/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8970, Loss: 0.0758
Epoch  16 Batch  852/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9023, Loss: 0.0860
Epoch  16 Batch  853/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0704
Epoch  16 Batch  854/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8977, Loss: 0.0769
Epoch  16 Batch  855/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8984, Loss: 0.0765
Epoch  16 Batch  856/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8821, Loss: 0.0711
Epoch  16 Batch  857/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8871, Loss: 0.0711
Epoch  16 Batch  858/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8917, Loss: 0.0660
Epoch  16 Batch  859/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0702
Epoch  16 Batch  860/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8942, Loss: 0.0746
Epoch  16 Batch  861/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8928, Loss: 0.0666
Epoch  16 Batch  862/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8896, Loss: 0.0723
Epoch  16 Batch  863/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8878, Loss: 0.0602
Epoch  16 Batch  864/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8881, Loss: 0.0707
Epoch  16 Batch  865/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.8896, Loss: 0.0709
Epoch  16 Batch  866/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8892, Loss: 0.0737
Epoch  16 Batch  867/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.8935, Loss: 0.1218
Epoch  16 Batch  868/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9116, Loss: 0.0732
Epoch  16 Batch  869/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8949, Loss: 0.0705
Epoch  16 Batch  870/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8988, Loss: 0.0800
Epoch  16 Batch  871/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9034, Loss: 0.0653
Epoch  16 Batch  872/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9016, Loss: 0.0651
Epoch  16 Batch  873/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9116, Loss: 0.0712
Epoch  16 Batch  874/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9091, Loss: 0.0720
Epoch  16 Batch  875/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9070, Loss: 0.0735
Epoch  16 Batch  876/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9038, Loss: 0.0637
Epoch  16 Batch  877/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0651
Epoch  16 Batch  878/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9041, Loss: 0.0752
Epoch  16 Batch  879/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9016, Loss: 0.0561
Epoch  16 Batch  880/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8949, Loss: 0.0816
Epoch  16 Batch  881/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9016, Loss: 0.0674
Epoch  16 Batch  882/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9020, Loss: 0.0848
Epoch  16 Batch  883/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8963, Loss: 0.0994
Epoch  16 Batch  884/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8974, Loss: 0.0661
Epoch  16 Batch  885/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9016, Loss: 0.0582
Epoch  16 Batch  886/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8999, Loss: 0.0680
Epoch  16 Batch  887/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8988, Loss: 0.0832
Epoch  16 Batch  888/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0833
Epoch  16 Batch  889/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8906, Loss: 0.0719
Epoch  16 Batch  890/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8903, Loss: 0.0770
Epoch  16 Batch  891/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.8892, Loss: 0.0716
Epoch  16 Batch  892/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8924, Loss: 0.0584
Epoch  16 Batch  893/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8896, Loss: 0.0805
Epoch  16 Batch  894/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8935, Loss: 0.0658
Epoch  16 Batch  895/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8910, Loss: 0.0720
Epoch  16 Batch  896/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8903, Loss: 0.0870
Epoch  16 Batch  897/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8931, Loss: 0.0667
Epoch  16 Batch  898/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.8920, Loss: 0.0614
Epoch  16 Batch  899/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8910, Loss: 0.0723
Epoch  16 Batch  900/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8984, Loss: 0.0849
Epoch  16 Batch  901/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8974, Loss: 0.0873
Epoch  16 Batch  902/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8999, Loss: 0.0791
Epoch  16 Batch  903/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8949, Loss: 0.0676
Epoch  16 Batch  904/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9123, Loss: 0.0637
Epoch  16 Batch  905/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9062, Loss: 0.0625
Epoch  16 Batch  906/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9045, Loss: 0.0632
Epoch  16 Batch  907/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9151, Loss: 0.0774
Epoch  16 Batch  908/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9109, Loss: 0.0806
Epoch  16 Batch  909/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9091, Loss: 0.0789
Epoch  16 Batch  910/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9151, Loss: 0.0752
Epoch  16 Batch  911/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9123, Loss: 0.0884
Epoch  16 Batch  912/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9126, Loss: 0.0671
Epoch  16 Batch  913/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9123, Loss: 0.0873
Epoch  16 Batch  914/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9148, Loss: 0.1042
Epoch  16 Batch  915/1077 - Train Accuracy: 0.8877, Validation Accuracy: 0.9002, Loss: 0.0658
Epoch  16 Batch  916/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9105, Loss: 0.0786
Epoch  16 Batch  917/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9112, Loss: 0.0664
Epoch  16 Batch  918/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9105, Loss: 0.0703
Epoch  16 Batch  919/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9112, Loss: 0.0625
Epoch  16 Batch  920/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9080, Loss: 0.0692
Epoch  16 Batch  921/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9052, Loss: 0.0802
Epoch  16 Batch  922/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8991, Loss: 0.0742
Epoch  16 Batch  923/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9002, Loss: 0.0659
Epoch  16 Batch  924/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9027, Loss: 0.0802
Epoch  16 Batch  925/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9038, Loss: 0.0603
Epoch  16 Batch  926/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9041, Loss: 0.0747
Epoch  16 Batch  927/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9052, Loss: 0.0793
Epoch  16 Batch  928/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8952, Loss: 0.0676
Epoch  16 Batch  929/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8949, Loss: 0.0700
Epoch  16 Batch  930/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8853, Loss: 0.0584
Epoch  16 Batch  931/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8810, Loss: 0.0705
Epoch  16 Batch  932/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8878, Loss: 0.0693
Epoch  16 Batch  933/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8839, Loss: 0.0632
Epoch  16 Batch  934/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8871, Loss: 0.0624
Epoch  16 Batch  935/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8867, Loss: 0.0664
Epoch  16 Batch  936/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8860, Loss: 0.0757
Epoch  16 Batch  937/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.8778, Loss: 0.0831
Epoch  16 Batch  938/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8743, Loss: 0.0747
Epoch  16 Batch  939/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8839, Loss: 0.0794
Epoch  16 Batch  940/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8849, Loss: 0.0638
Epoch  16 Batch  941/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8857, Loss: 0.0577
Epoch  16 Batch  942/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8839, Loss: 0.0788
Epoch  16 Batch  943/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8888, Loss: 0.0697
Epoch  16 Batch  944/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.8899, Loss: 0.0625
Epoch  16 Batch  945/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.8849, Loss: 0.0560
Epoch  16 Batch  946/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.8881, Loss: 0.0616
Epoch  16 Batch  947/1077 - Train Accuracy: 0.8692, Validation Accuracy: 0.8888, Loss: 0.0834
Epoch  16 Batch  948/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8938, Loss: 0.0717
Epoch  16 Batch  949/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8938, Loss: 0.0600
Epoch  16 Batch  950/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8935, Loss: 0.0646
Epoch  16 Batch  951/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8952, Loss: 0.0772
Epoch  16 Batch  952/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9020, Loss: 0.0603
Epoch  16 Batch  953/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8967, Loss: 0.0565
Epoch  16 Batch  954/1077 - Train Accuracy: 0.8738, Validation Accuracy: 0.8945, Loss: 0.0774
Epoch  16 Batch  955/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.8995, Loss: 0.0728
Epoch  16 Batch  956/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8896, Loss: 0.0719
Epoch  16 Batch  957/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.8910, Loss: 0.0558
Epoch  16 Batch  958/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8899, Loss: 0.0716
Epoch  16 Batch  959/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8910, Loss: 0.0767
Epoch  16 Batch  960/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8906, Loss: 0.0655
Epoch  16 Batch  961/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8789, Loss: 0.0615
Epoch  16 Batch  962/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8888, Loss: 0.0699
Epoch  16 Batch  963/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.8981, Loss: 0.0854
Epoch  16 Batch  964/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9080, Loss: 0.0639
Epoch  16 Batch  965/1077 - Train Accuracy: 0.8919, Validation Accuracy: 0.9098, Loss: 0.0813
Epoch  16 Batch  966/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9123, Loss: 0.0541
Epoch  16 Batch  967/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9119, Loss: 0.0742
Epoch  16 Batch  968/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9169, Loss: 0.0887
Epoch  16 Batch  969/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9119, Loss: 0.0846
Epoch  16 Batch  970/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9045, Loss: 0.0698
Epoch  16 Batch  971/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9031, Loss: 0.0749
Epoch  16 Batch  972/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9084, Loss: 0.0750
Epoch  16 Batch  973/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9013, Loss: 0.0579
Epoch  16 Batch  974/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9009, Loss: 0.0600
Epoch  16 Batch  975/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8984, Loss: 0.0639
Epoch  16 Batch  976/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0636
Epoch  16 Batch  977/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9020, Loss: 0.0592
Epoch  16 Batch  978/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9031, Loss: 0.0748
Epoch  16 Batch  979/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8952, Loss: 0.0678
Epoch  16 Batch  980/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8917, Loss: 0.0820
Epoch  16 Batch  981/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8952, Loss: 0.0689
Epoch  16 Batch  982/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8917, Loss: 0.0767
Epoch  16 Batch  983/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8885, Loss: 0.0747
Epoch  16 Batch  984/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8928, Loss: 0.0741
Epoch  16 Batch  985/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8942, Loss: 0.0646
Epoch  16 Batch  986/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8949, Loss: 0.0647
Epoch  16 Batch  987/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8846, Loss: 0.0648
Epoch  16 Batch  988/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8881, Loss: 0.0761
Epoch  16 Batch  989/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8924, Loss: 0.0825
Epoch  16 Batch  990/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8924, Loss: 0.0783
Epoch  16 Batch  991/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8917, Loss: 0.0702
Epoch  16 Batch  992/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0747
Epoch  16 Batch  993/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9034, Loss: 0.0489
Epoch  16 Batch  994/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9084, Loss: 0.0647
Epoch  16 Batch  995/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9080, Loss: 0.0657
Epoch  16 Batch  996/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9034, Loss: 0.0701
Epoch  16 Batch  997/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8991, Loss: 0.0733
Epoch  16 Batch  998/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8931, Loss: 0.0645
Epoch  16 Batch  999/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8963, Loss: 0.0755
Epoch  16 Batch 1000/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8938, Loss: 0.0653
Epoch  16 Batch 1001/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.8917, Loss: 0.0566
Epoch  16 Batch 1002/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8974, Loss: 0.0593
Epoch  16 Batch 1003/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8977, Loss: 0.0694
Epoch  16 Batch 1004/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8931, Loss: 0.0728
Epoch  16 Batch 1005/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8952, Loss: 0.0667
Epoch  16 Batch 1006/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8988, Loss: 0.0617
Epoch  16 Batch 1007/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8995, Loss: 0.0621
Epoch  16 Batch 1008/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9059, Loss: 0.0722
Epoch  16 Batch 1009/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9077, Loss: 0.0523
Epoch  16 Batch 1010/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9094, Loss: 0.0693
Epoch  16 Batch 1011/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9102, Loss: 0.0657
Epoch  16 Batch 1012/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9031, Loss: 0.0547
Epoch  16 Batch 1013/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8981, Loss: 0.0577
Epoch  16 Batch 1014/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8977, Loss: 0.0655
Epoch  16 Batch 1015/1077 - Train Accuracy: 0.8699, Validation Accuracy: 0.8999, Loss: 0.0833
Epoch  16 Batch 1016/1077 - Train Accuracy: 0.8735, Validation Accuracy: 0.9002, Loss: 0.0746
Epoch  16 Batch 1017/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9023, Loss: 0.0651
Epoch  16 Batch 1018/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.8999, Loss: 0.0712
Epoch  16 Batch 1019/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8999, Loss: 0.0840
Epoch  16 Batch 1020/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9077, Loss: 0.0638
Epoch  16 Batch 1021/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9109, Loss: 0.0727
Epoch  16 Batch 1022/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9066, Loss: 0.0607
Epoch  16 Batch 1023/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9006, Loss: 0.0668
Epoch  16 Batch 1024/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8991, Loss: 0.0706
Epoch  16 Batch 1025/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.9006, Loss: 0.0634
Epoch  16 Batch 1026/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9020, Loss: 0.0742
Epoch  16 Batch 1027/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8967, Loss: 0.0717
Epoch  16 Batch 1028/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9038, Loss: 0.0667
Epoch  16 Batch 1029/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9134, Loss: 0.0585
Epoch  16 Batch 1030/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9141, Loss: 0.0715
Epoch  16 Batch 1031/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9116, Loss: 0.0832
Epoch  16 Batch 1032/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9116, Loss: 0.0786
Epoch  16 Batch 1033/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9087, Loss: 0.0746
Epoch  16 Batch 1034/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9151, Loss: 0.0735
Epoch  16 Batch 1035/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9151, Loss: 0.0533
Epoch  16 Batch 1036/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9148, Loss: 0.0928
Epoch  16 Batch 1037/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9052, Loss: 0.0692
Epoch  16 Batch 1038/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9055, Loss: 0.0779
Epoch  16 Batch 1039/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9023, Loss: 0.0667
Epoch  16 Batch 1040/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.8970, Loss: 0.0669
Epoch  16 Batch 1041/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8928, Loss: 0.0723
Epoch  16 Batch 1042/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8949, Loss: 0.0675
Epoch  16 Batch 1043/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8899, Loss: 0.0959
Epoch  16 Batch 1044/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8917, Loss: 0.0777
Epoch  16 Batch 1045/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8888, Loss: 0.0707
Epoch  16 Batch 1046/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8942, Loss: 0.0627
Epoch  16 Batch 1047/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8917, Loss: 0.0621
Epoch  16 Batch 1048/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9009, Loss: 0.0694
Epoch  16 Batch 1049/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.9066, Loss: 0.0732
Epoch  16 Batch 1050/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8999, Loss: 0.0602
Epoch  16 Batch 1051/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8970, Loss: 0.0767
Epoch  16 Batch 1052/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0712
Epoch  16 Batch 1053/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9151, Loss: 0.0754
Epoch  16 Batch 1054/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9080, Loss: 0.0628
Epoch  16 Batch 1055/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9055, Loss: 0.0821
Epoch  16 Batch 1056/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8991, Loss: 0.0686
Epoch  16 Batch 1057/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9013, Loss: 0.0768
Epoch  16 Batch 1058/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9041, Loss: 0.0768
Epoch  16 Batch 1059/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.8963, Loss: 0.0871
Epoch  16 Batch 1060/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8995, Loss: 0.0617
Epoch  16 Batch 1061/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8949, Loss: 0.0876
Epoch  16 Batch 1062/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.8871, Loss: 0.0829
Epoch  16 Batch 1063/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8825, Loss: 0.0694
Epoch  16 Batch 1064/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8874, Loss: 0.0707
Epoch  16 Batch 1065/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8871, Loss: 0.0723
Epoch  16 Batch 1066/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8942, Loss: 0.0619
Epoch  16 Batch 1067/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8999, Loss: 0.0750
Epoch  16 Batch 1068/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8999, Loss: 0.0601
Epoch  16 Batch 1069/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9038, Loss: 0.0639
Epoch  16 Batch 1070/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9084, Loss: 0.0670
Epoch  16 Batch 1071/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9031, Loss: 0.0640
Epoch  16 Batch 1072/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9109, Loss: 0.0701
Epoch  16 Batch 1073/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9158, Loss: 0.0823
Epoch  16 Batch 1074/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9151, Loss: 0.0883
Epoch  16 Batch 1075/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9027, Loss: 0.0774
Epoch  17 Batch    1/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9031, Loss: 0.0571
Epoch  17 Batch    2/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9098, Loss: 0.0691
Epoch  17 Batch    3/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9048, Loss: 0.0746
Epoch  17 Batch    4/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9112, Loss: 0.0629
Epoch  17 Batch    5/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9109, Loss: 0.0837
Epoch  17 Batch    6/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8984, Loss: 0.0657
Epoch  17 Batch    7/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8977, Loss: 0.0598
Epoch  17 Batch    8/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.8956, Loss: 0.0597
Epoch  17 Batch    9/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9009, Loss: 0.0706
Epoch  17 Batch   10/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9023, Loss: 0.0710
Epoch  17 Batch   11/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8960, Loss: 0.0732
Epoch  17 Batch   12/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9002, Loss: 0.0733
Epoch  17 Batch   13/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0888
Epoch  17 Batch   14/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8963, Loss: 0.0542
Epoch  17 Batch   15/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8984, Loss: 0.0687
Epoch  17 Batch   16/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8967, Loss: 0.0692
Epoch  17 Batch   17/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0647
Epoch  17 Batch   18/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9073, Loss: 0.0658
Epoch  17 Batch   19/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9119, Loss: 0.0607
Epoch  17 Batch   20/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9080, Loss: 0.0606
Epoch  17 Batch   21/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0733
Epoch  17 Batch   22/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0737
Epoch  17 Batch   23/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9045, Loss: 0.0642
Epoch  17 Batch   24/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8995, Loss: 0.0632
Epoch  17 Batch   25/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8995, Loss: 0.0651
Epoch  17 Batch   26/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8938, Loss: 0.0770
Epoch  17 Batch   27/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8999, Loss: 0.0570
Epoch  17 Batch   28/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9020, Loss: 0.0642
Epoch  17 Batch   29/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9055, Loss: 0.0702
Epoch  17 Batch   30/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9002, Loss: 0.0601
Epoch  17 Batch   31/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9009, Loss: 0.0631
Epoch  17 Batch   32/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8977, Loss: 0.0605
Epoch  17 Batch   33/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8920, Loss: 0.0680
Epoch  17 Batch   34/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8892, Loss: 0.0734
Epoch  17 Batch   35/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0686
Epoch  17 Batch   36/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8999, Loss: 0.0731
Epoch  17 Batch   37/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8949, Loss: 0.0640
Epoch  17 Batch   38/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.8984, Loss: 0.0805
Epoch  17 Batch   39/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8974, Loss: 0.0836
Epoch  17 Batch   40/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8910, Loss: 0.0596
Epoch  17 Batch   41/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8910, Loss: 0.0611
Epoch  17 Batch   42/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8967, Loss: 0.0794
Epoch  17 Batch   43/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.8970, Loss: 0.0533
Epoch  17 Batch   44/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.8949, Loss: 0.0565
Epoch  17 Batch   45/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9048, Loss: 0.0686
Epoch  17 Batch   46/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9002, Loss: 0.0794
Epoch  17 Batch   47/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8995, Loss: 0.0661
Epoch  17 Batch   48/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8885, Loss: 0.0839
Epoch  17 Batch   49/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8935, Loss: 0.0774
Epoch  17 Batch   50/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8988, Loss: 0.0636
Epoch  17 Batch   51/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8988, Loss: 0.0695
Epoch  17 Batch   52/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9052, Loss: 0.0816
Epoch  17 Batch   53/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9048, Loss: 0.0657
Epoch  17 Batch   54/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9062, Loss: 0.0969
Epoch  17 Batch   55/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9055, Loss: 0.0623
Epoch  17 Batch   56/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9034, Loss: 0.0544
Epoch  17 Batch   57/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9087, Loss: 0.0713
Epoch  17 Batch   58/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9045, Loss: 0.0593
Epoch  17 Batch   59/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9041, Loss: 0.0701
Epoch  17 Batch   60/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9038, Loss: 0.0581
Epoch  17 Batch   61/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9052, Loss: 0.0768
Epoch  17 Batch   62/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9062, Loss: 0.0753
Epoch  17 Batch   63/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9087, Loss: 0.0582
Epoch  17 Batch   64/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9130, Loss: 0.0598
Epoch  17 Batch   65/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9084, Loss: 0.0685
Epoch  17 Batch   66/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9016, Loss: 0.0506
Epoch  17 Batch   67/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8938, Loss: 0.0646
Epoch  17 Batch   68/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0761
Epoch  17 Batch   69/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8981, Loss: 0.0813
Epoch  17 Batch   70/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8981, Loss: 0.0796
Epoch  17 Batch   71/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8981, Loss: 0.0514
Epoch  17 Batch   72/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.8949, Loss: 0.0675
Epoch  17 Batch   73/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9031, Loss: 0.0729
Epoch  17 Batch   74/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9077, Loss: 0.0601
Epoch  17 Batch   75/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9162, Loss: 0.0898
Epoch  17 Batch   76/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9066, Loss: 0.0531
Epoch  17 Batch   77/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9194, Loss: 0.0642
Epoch  17 Batch   78/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9151, Loss: 0.0721
Epoch  17 Batch   79/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9134, Loss: 0.0634
Epoch  17 Batch   80/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9091, Loss: 0.0668
Epoch  17 Batch   81/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9105, Loss: 0.0571
Epoch  17 Batch   82/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9134, Loss: 0.0639
Epoch  17 Batch   83/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9155, Loss: 0.0664
Epoch  17 Batch   84/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0610
Epoch  17 Batch   85/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0637
Epoch  17 Batch   86/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9062, Loss: 0.0626
Epoch  17 Batch   87/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9109, Loss: 0.0818
Epoch  17 Batch   88/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9091, Loss: 0.0762
Epoch  17 Batch   89/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.8938, Loss: 0.0765
Epoch  17 Batch   90/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8945, Loss: 0.0676
Epoch  17 Batch   91/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8956, Loss: 0.0588
Epoch  17 Batch   92/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8935, Loss: 0.0740
Epoch  17 Batch   93/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8917, Loss: 0.0679
Epoch  17 Batch   94/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8896, Loss: 0.0528
Epoch  17 Batch   95/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8945, Loss: 0.0715
Epoch  17 Batch   96/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8995, Loss: 0.0789
Epoch  17 Batch   97/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8949, Loss: 0.0664
Epoch  17 Batch   98/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8938, Loss: 0.0740
Epoch  17 Batch   99/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8903, Loss: 0.0604
Epoch  17 Batch  100/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8910, Loss: 0.0663
Epoch  17 Batch  101/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8878, Loss: 0.0627
Epoch  17 Batch  102/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.8849, Loss: 0.0605
Epoch  17 Batch  103/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8903, Loss: 0.0800
Epoch  17 Batch  104/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8999, Loss: 0.0676
Epoch  17 Batch  105/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9006, Loss: 0.0642
Epoch  17 Batch  106/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8970, Loss: 0.0786
Epoch  17 Batch  107/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9031, Loss: 0.0675
Epoch  17 Batch  108/1077 - Train Accuracy: 0.9261, Validation Accuracy: 0.9031, Loss: 0.0666
Epoch  17 Batch  109/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9045, Loss: 0.0689
Epoch  17 Batch  110/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9013, Loss: 0.0571
Epoch  17 Batch  111/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8970, Loss: 0.0611
Epoch  17 Batch  112/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8920, Loss: 0.0616
Epoch  17 Batch  113/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8977, Loss: 0.0752
Epoch  17 Batch  114/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9006, Loss: 0.0556
Epoch  17 Batch  115/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9013, Loss: 0.0836
Epoch  17 Batch  116/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8960, Loss: 0.0859
Epoch  17 Batch  117/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9041, Loss: 0.0658
Epoch  17 Batch  118/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9165, Loss: 0.0747
Epoch  17 Batch  119/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9048, Loss: 0.0648
Epoch  17 Batch  120/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9055, Loss: 0.0784
Epoch  17 Batch  121/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9062, Loss: 0.0711
Epoch  17 Batch  122/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8970, Loss: 0.0615
Epoch  17 Batch  123/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9009, Loss: 0.0553
Epoch  17 Batch  124/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8999, Loss: 0.0734
Epoch  17 Batch  125/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9038, Loss: 0.0717
Epoch  17 Batch  126/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9052, Loss: 0.0581
Epoch  17 Batch  127/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9031, Loss: 0.0622
Epoch  17 Batch  128/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.8977, Loss: 0.0650
Epoch  17 Batch  129/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8970, Loss: 0.0729
Epoch  17 Batch  130/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8977, Loss: 0.0656
Epoch  17 Batch  131/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.8960, Loss: 0.0756
Epoch  17 Batch  132/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8906, Loss: 0.0639
Epoch  17 Batch  133/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8935, Loss: 0.0615
Epoch  17 Batch  134/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.8910, Loss: 0.0617
Epoch  17 Batch  135/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8910, Loss: 0.0647
Epoch  17 Batch  136/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8935, Loss: 0.0578
Epoch  17 Batch  137/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9038, Loss: 0.0560
Epoch  17 Batch  138/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9052, Loss: 0.0629
Epoch  17 Batch  139/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8952, Loss: 0.0702
Epoch  17 Batch  140/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8931, Loss: 0.0674
Epoch  17 Batch  141/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8963, Loss: 0.0659
Epoch  17 Batch  142/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8960, Loss: 0.0642
Epoch  17 Batch  143/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8960, Loss: 0.0744
Epoch  17 Batch  144/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8906, Loss: 0.0867
Epoch  17 Batch  145/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8960, Loss: 0.0645
Epoch  17 Batch  146/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.8967, Loss: 0.0969
Epoch  17 Batch  147/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8967, Loss: 0.0642
Epoch  17 Batch  148/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8963, Loss: 0.0754
Epoch  17 Batch  149/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8963, Loss: 0.0635
Epoch  17 Batch  150/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8917, Loss: 0.0702
Epoch  17 Batch  151/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.8917, Loss: 0.0641
Epoch  17 Batch  152/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8839, Loss: 0.0835
Epoch  17 Batch  153/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8810, Loss: 0.0784
Epoch  17 Batch  154/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.8842, Loss: 0.0761
Epoch  17 Batch  155/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9002, Loss: 0.0718
Epoch  17 Batch  156/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8928, Loss: 0.0612
Epoch  17 Batch  157/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8920, Loss: 0.0667
Epoch  17 Batch  158/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.8885, Loss: 0.0800
Epoch  17 Batch  159/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0700
Epoch  17 Batch  160/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0588
Epoch  17 Batch  161/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9162, Loss: 0.0566
Epoch  17 Batch  162/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9180, Loss: 0.0857
Epoch  17 Batch  163/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9091, Loss: 0.0820
Epoch  17 Batch  164/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0676
Epoch  17 Batch  165/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9038, Loss: 0.0796
Epoch  17 Batch  166/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9052, Loss: 0.0759
Epoch  17 Batch  167/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9034, Loss: 0.0641
Epoch  17 Batch  168/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8988, Loss: 0.0811
Epoch  17 Batch  169/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8949, Loss: 0.0773
Epoch  17 Batch  170/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8956, Loss: 0.0709
Epoch  17 Batch  171/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8974, Loss: 0.0649
Epoch  17 Batch  172/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9119, Loss: 0.0609
Epoch  17 Batch  173/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9119, Loss: 0.0675
Epoch  17 Batch  174/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9066, Loss: 0.0664
Epoch  17 Batch  175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9109, Loss: 0.0710
Epoch  17 Batch  176/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9123, Loss: 0.0674
Epoch  17 Batch  177/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9055, Loss: 0.0807
Epoch  17 Batch  178/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9052, Loss: 0.0686
Epoch  17 Batch  179/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9052, Loss: 0.0694
Epoch  17 Batch  180/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8956, Loss: 0.0585
Epoch  17 Batch  181/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8952, Loss: 0.0733
Epoch  17 Batch  182/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8991, Loss: 0.0804
Epoch  17 Batch  183/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9073, Loss: 0.0696
Epoch  17 Batch  184/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0601
Epoch  17 Batch  185/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9038, Loss: 0.0650
Epoch  17 Batch  186/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.9041, Loss: 0.0699
Epoch  17 Batch  187/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9031, Loss: 0.0545
Epoch  17 Batch  188/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0681
Epoch  17 Batch  189/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9031, Loss: 0.0637
Epoch  17 Batch  190/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8984, Loss: 0.0633
Epoch  17 Batch  191/1077 - Train Accuracy: 0.8991, Validation Accuracy: 0.8910, Loss: 0.0562
Epoch  17 Batch  192/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8963, Loss: 0.0842
Epoch  17 Batch  193/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8913, Loss: 0.0628
Epoch  17 Batch  194/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8924, Loss: 0.0566
Epoch  17 Batch  195/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8920, Loss: 0.0581
Epoch  17 Batch  196/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8999, Loss: 0.0598
Epoch  17 Batch  197/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8988, Loss: 0.0671
Epoch  17 Batch  198/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8960, Loss: 0.0654
Epoch  17 Batch  199/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9038, Loss: 0.0562
Epoch  17 Batch  200/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8963, Loss: 0.0639
Epoch  17 Batch  201/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0596
Epoch  17 Batch  202/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9105, Loss: 0.0674
Epoch  17 Batch  203/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9162, Loss: 0.0726
Epoch  17 Batch  204/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9070, Loss: 0.0913
Epoch  17 Batch  205/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9080, Loss: 0.0793
Epoch  17 Batch  206/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9116, Loss: 0.0632
Epoch  17 Batch  207/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9073, Loss: 0.0630
Epoch  17 Batch  208/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9052, Loss: 0.0664
Epoch  17 Batch  209/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9013, Loss: 0.0566
Epoch  17 Batch  210/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9031, Loss: 0.0740
Epoch  17 Batch  211/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9144, Loss: 0.0627
Epoch  17 Batch  212/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9112, Loss: 0.0660
Epoch  17 Batch  213/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9062, Loss: 0.0595
Epoch  17 Batch  214/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8960, Loss: 0.0662
Epoch  17 Batch  215/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8960, Loss: 0.0752
Epoch  17 Batch  216/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8945, Loss: 0.0747
Epoch  17 Batch  217/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8945, Loss: 0.0593
Epoch  17 Batch  218/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8935, Loss: 0.0784
Epoch  17 Batch  219/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8995, Loss: 0.0563
Epoch  17 Batch  220/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8963, Loss: 0.0664
Epoch  17 Batch  221/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8977, Loss: 0.0709
Epoch  17 Batch  222/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8999, Loss: 0.0624
Epoch  17 Batch  223/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9059, Loss: 0.0679
Epoch  17 Batch  224/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9229, Loss: 0.0689
Epoch  17 Batch  225/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9229, Loss: 0.0799
Epoch  17 Batch  226/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9247, Loss: 0.0558
Epoch  17 Batch  227/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9197, Loss: 0.0749
Epoch  17 Batch  228/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9080, Loss: 0.0627
Epoch  17 Batch  229/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9080, Loss: 0.0719
Epoch  17 Batch  230/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8995, Loss: 0.0617
Epoch  17 Batch  231/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0805
Epoch  17 Batch  232/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9116, Loss: 0.0578
Epoch  17 Batch  233/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9066, Loss: 0.0729
Epoch  17 Batch  234/1077 - Train Accuracy: 0.8769, Validation Accuracy: 0.9105, Loss: 0.0768
Epoch  17 Batch  235/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.9091, Loss: 0.0685
Epoch  17 Batch  236/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9091, Loss: 0.0681
Epoch  17 Batch  237/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9137, Loss: 0.0524
Epoch  17 Batch  238/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9070, Loss: 0.0648
Epoch  17 Batch  239/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9073, Loss: 0.0513
Epoch  17 Batch  240/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9130, Loss: 0.0551
Epoch  17 Batch  241/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9123, Loss: 0.0568
Epoch  17 Batch  242/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9134, Loss: 0.0620
Epoch  17 Batch  243/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9041, Loss: 0.0719
Epoch  17 Batch  244/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9080, Loss: 0.0603
Epoch  17 Batch  245/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9059, Loss: 0.0583
Epoch  17 Batch  246/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9038, Loss: 0.0638
Epoch  17 Batch  247/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9038, Loss: 0.0658
Epoch  17 Batch  248/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9066, Loss: 0.0658
Epoch  17 Batch  249/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8999, Loss: 0.0618
Epoch  17 Batch  250/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8967, Loss: 0.0631
Epoch  17 Batch  251/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9020, Loss: 0.0732
Epoch  17 Batch  252/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9016, Loss: 0.0653
Epoch  17 Batch  253/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8945, Loss: 0.0671
Epoch  17 Batch  254/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8970, Loss: 0.0671
Epoch  17 Batch  255/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9016, Loss: 0.0606
Epoch  17 Batch  256/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8960, Loss: 0.0937
Epoch  17 Batch  257/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.8988, Loss: 0.0738
Epoch  17 Batch  258/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9023, Loss: 0.0601
Epoch  17 Batch  259/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9045, Loss: 0.0588
Epoch  17 Batch  260/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9116, Loss: 0.0611
Epoch  17 Batch  261/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9126, Loss: 0.0591
Epoch  17 Batch  262/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9109, Loss: 0.0627
Epoch  17 Batch  263/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9165, Loss: 0.0563
Epoch  17 Batch  264/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9055, Loss: 0.0734
Epoch  17 Batch  265/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9059, Loss: 0.0655
Epoch  17 Batch  266/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8991, Loss: 0.0675
Epoch  17 Batch  267/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9009, Loss: 0.0577
Epoch  17 Batch  268/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9009, Loss: 0.0679
Epoch  17 Batch  269/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.8952, Loss: 0.0794
Epoch  17 Batch  270/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8899, Loss: 0.0728
Epoch  17 Batch  271/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8928, Loss: 0.0585
Epoch  17 Batch  272/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9020, Loss: 0.1000
Epoch  17 Batch  273/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8917, Loss: 0.0602
Epoch  17 Batch  274/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8920, Loss: 0.0698
Epoch  17 Batch  275/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8935, Loss: 0.0674
Epoch  17 Batch  276/1077 - Train Accuracy: 0.8707, Validation Accuracy: 0.8999, Loss: 0.0916
Epoch  17 Batch  277/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9048, Loss: 0.0587
Epoch  17 Batch  278/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.8999, Loss: 0.0781
Epoch  17 Batch  279/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9016, Loss: 0.0783
Epoch  17 Batch  280/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8970, Loss: 0.0671
Epoch  17 Batch  281/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8995, Loss: 0.0716
Epoch  17 Batch  282/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.9020, Loss: 0.0865
Epoch  17 Batch  283/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9052, Loss: 0.0688
Epoch  17 Batch  284/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8952, Loss: 0.0722
Epoch  17 Batch  285/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8963, Loss: 0.0705
Epoch  17 Batch  286/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9016, Loss: 0.0690
Epoch  17 Batch  287/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9059, Loss: 0.0662
Epoch  17 Batch  288/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8981, Loss: 0.0763
Epoch  17 Batch  289/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8960, Loss: 0.0623
Epoch  17 Batch  290/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8995, Loss: 0.0860
Epoch  17 Batch  291/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8977, Loss: 0.0860
Epoch  17 Batch  292/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8981, Loss: 0.0715
Epoch  17 Batch  293/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9031, Loss: 0.0698
Epoch  17 Batch  294/1077 - Train Accuracy: 0.9290, Validation Accuracy: 0.9034, Loss: 0.0677
Epoch  17 Batch  295/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0771
Epoch  17 Batch  296/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9006, Loss: 0.0666
Epoch  17 Batch  297/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9020, Loss: 0.0691
Epoch  17 Batch  298/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9027, Loss: 0.0790
Epoch  17 Batch  299/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9052, Loss: 0.0676
Epoch  17 Batch  300/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9052, Loss: 0.0598
Epoch  17 Batch  301/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8960, Loss: 0.0615
Epoch  17 Batch  302/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8956, Loss: 0.0612
Epoch  17 Batch  303/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8938, Loss: 0.0702
Epoch  17 Batch  304/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8938, Loss: 0.0676
Epoch  17 Batch  305/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8938, Loss: 0.0651
Epoch  17 Batch  306/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8963, Loss: 0.0734
Epoch  17 Batch  307/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9016, Loss: 0.0654
Epoch  17 Batch  308/1077 - Train Accuracy: 0.8777, Validation Accuracy: 0.8956, Loss: 0.0731
Epoch  17 Batch  309/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9006, Loss: 0.0540
Epoch  17 Batch  310/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8977, Loss: 0.0666
Epoch  17 Batch  311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8967, Loss: 0.0571
Epoch  17 Batch  312/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8977, Loss: 0.0814
Epoch  17 Batch  313/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8952, Loss: 0.0546
Epoch  17 Batch  314/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8999, Loss: 0.0702
Epoch  17 Batch  315/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9070, Loss: 0.0602
Epoch  17 Batch  316/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9077, Loss: 0.0698
Epoch  17 Batch  317/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9052, Loss: 0.0757
Epoch  17 Batch  318/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9041, Loss: 0.0628
Epoch  17 Batch  319/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9094, Loss: 0.0777
Epoch  17 Batch  320/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0778
Epoch  17 Batch  321/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9148, Loss: 0.0624
Epoch  17 Batch  322/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9023, Loss: 0.0611
Epoch  17 Batch  323/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0678
Epoch  17 Batch  324/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8974, Loss: 0.0645
Epoch  17 Batch  325/1077 - Train Accuracy: 0.8865, Validation Accuracy: 0.8928, Loss: 0.0731
Epoch  17 Batch  326/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8846, Loss: 0.0605
Epoch  17 Batch  327/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8871, Loss: 0.0891
Epoch  17 Batch  328/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8970, Loss: 0.0783
Epoch  17 Batch  329/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8945, Loss: 0.0727
Epoch  17 Batch  330/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8999, Loss: 0.0721
Epoch  17 Batch  331/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.8981, Loss: 0.0685
Epoch  17 Batch  332/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9055, Loss: 0.0491
Epoch  17 Batch  333/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9126, Loss: 0.0574
Epoch  17 Batch  334/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0647
Epoch  17 Batch  335/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9102, Loss: 0.0655
Epoch  17 Batch  336/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9112, Loss: 0.1013
Epoch  17 Batch  337/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9087, Loss: 0.0749
Epoch  17 Batch  338/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0892
Epoch  17 Batch  339/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9062, Loss: 0.0591
Epoch  17 Batch  340/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9073, Loss: 0.0650
Epoch  17 Batch  341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9023, Loss: 0.0943
Epoch  17 Batch  342/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.8999, Loss: 0.0622
Epoch  17 Batch  343/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8974, Loss: 0.0713
Epoch  17 Batch  344/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8977, Loss: 0.0628
Epoch  17 Batch  345/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9013, Loss: 0.0604
Epoch  17 Batch  346/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9077, Loss: 0.0695
Epoch  17 Batch  347/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9023, Loss: 0.0516
Epoch  17 Batch  348/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9027, Loss: 0.0641
Epoch  17 Batch  349/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9045, Loss: 0.0626
Epoch  17 Batch  350/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9009, Loss: 0.0742
Epoch  17 Batch  351/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0702
Epoch  17 Batch  352/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0601
Epoch  17 Batch  353/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.8960, Loss: 0.0734
Epoch  17 Batch  354/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.8935, Loss: 0.0810
Epoch  17 Batch  355/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8917, Loss: 0.0656
Epoch  17 Batch  356/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8960, Loss: 0.0760
Epoch  17 Batch  357/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.8999, Loss: 0.0656
Epoch  17 Batch  358/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8956, Loss: 0.0730
Epoch  17 Batch  359/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8956, Loss: 0.0649
Epoch  17 Batch  360/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8970, Loss: 0.0596
Epoch  17 Batch  361/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.8999, Loss: 0.0622
Epoch  17 Batch  362/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9016, Loss: 0.0776
Epoch  17 Batch  363/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9070, Loss: 0.0736
Epoch  17 Batch  364/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9055, Loss: 0.0851
Epoch  17 Batch  365/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9059, Loss: 0.0493
Epoch  17 Batch  366/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9045, Loss: 0.0594
Epoch  17 Batch  367/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9045, Loss: 0.0587
Epoch  17 Batch  368/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9038, Loss: 0.0697
Epoch  17 Batch  369/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9038, Loss: 0.0686
Epoch  17 Batch  370/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.8920, Loss: 0.0596
Epoch  17 Batch  371/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8871, Loss: 0.0583
Epoch  17 Batch  372/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8842, Loss: 0.0593
Epoch  17 Batch  373/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8839, Loss: 0.0517
Epoch  17 Batch  374/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8881, Loss: 0.0667
Epoch  17 Batch  375/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.8782, Loss: 0.0610
Epoch  17 Batch  376/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.8757, Loss: 0.0719
Epoch  17 Batch  377/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8746, Loss: 0.0650
Epoch  17 Batch  378/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8942, Loss: 0.0518
Epoch  17 Batch  379/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8917, Loss: 0.0750
Epoch  17 Batch  380/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8928, Loss: 0.0595
Epoch  17 Batch  381/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8913, Loss: 0.0811
Epoch  17 Batch  382/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.8956, Loss: 0.0914
Epoch  17 Batch  383/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8960, Loss: 0.0693
Epoch  17 Batch  384/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8970, Loss: 0.0561
Epoch  17 Batch  385/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8910, Loss: 0.0583
Epoch  17 Batch  386/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9016, Loss: 0.0631
Epoch  17 Batch  387/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8970, Loss: 0.0644
Epoch  17 Batch  388/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.8970, Loss: 0.0806
Epoch  17 Batch  389/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9016, Loss: 0.0634
Epoch  17 Batch  390/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9055, Loss: 0.0840
Epoch  17 Batch  391/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9176, Loss: 0.0740
Epoch  17 Batch  392/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9180, Loss: 0.0752
Epoch  17 Batch  393/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9077, Loss: 0.0688
Epoch  17 Batch  394/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9077, Loss: 0.0721
Epoch  17 Batch  395/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9073, Loss: 0.0616
Epoch  17 Batch  396/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9020, Loss: 0.0755
Epoch  17 Batch  397/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9094, Loss: 0.0681
Epoch  17 Batch  398/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9094, Loss: 0.0722
Epoch  17 Batch  399/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9141, Loss: 0.0652
Epoch  17 Batch  400/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0623
Epoch  17 Batch  401/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9119, Loss: 0.0602
Epoch  17 Batch  402/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9020, Loss: 0.0543
Epoch  17 Batch  403/1077 - Train Accuracy: 0.8691, Validation Accuracy: 0.8999, Loss: 0.0810
Epoch  17 Batch  404/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9052, Loss: 0.0649
Epoch  17 Batch  405/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9052, Loss: 0.0739
Epoch  17 Batch  406/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9041, Loss: 0.0567
Epoch  17 Batch  407/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9006, Loss: 0.0724
Epoch  17 Batch  408/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8949, Loss: 0.0692
Epoch  17 Batch  409/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8981, Loss: 0.0764
Epoch  17 Batch  410/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8956, Loss: 0.0820
Epoch  17 Batch  411/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8924, Loss: 0.0689
Epoch  17 Batch  412/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8963, Loss: 0.0565
Epoch  17 Batch  413/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8917, Loss: 0.0595
Epoch  17 Batch  414/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8945, Loss: 0.0706
Epoch  17 Batch  415/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8892, Loss: 0.0822
Epoch  17 Batch  416/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8931, Loss: 0.0627
Epoch  17 Batch  417/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8963, Loss: 0.0872
Epoch  17 Batch  418/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9023, Loss: 0.0654
Epoch  17 Batch  419/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9077, Loss: 0.0574
Epoch  17 Batch  420/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0601
Epoch  17 Batch  421/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9062, Loss: 0.0843
Epoch  17 Batch  422/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9102, Loss: 0.0598
Epoch  17 Batch  423/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9091, Loss: 0.0678
Epoch  17 Batch  424/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9062, Loss: 0.0669
Epoch  17 Batch  425/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9062, Loss: 0.0598
Epoch  17 Batch  426/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9073, Loss: 0.0776
Epoch  17 Batch  427/1077 - Train Accuracy: 0.8899, Validation Accuracy: 0.9020, Loss: 0.0630
Epoch  17 Batch  428/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9002, Loss: 0.0566
Epoch  17 Batch  429/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8960, Loss: 0.0597
Epoch  17 Batch  430/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0652
Epoch  17 Batch  431/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9020, Loss: 0.0630
Epoch  17 Batch  432/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8960, Loss: 0.0718
Epoch  17 Batch  433/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8942, Loss: 0.0648
Epoch  17 Batch  434/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8931, Loss: 0.0691
Epoch  17 Batch  435/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8935, Loss: 0.0716
Epoch  17 Batch  436/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8935, Loss: 0.0692
Epoch  17 Batch  437/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9016, Loss: 0.0560
Epoch  17 Batch  438/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0662
Epoch  17 Batch  439/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8956, Loss: 0.0736
Epoch  17 Batch  440/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.8935, Loss: 0.0820
Epoch  17 Batch  441/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8938, Loss: 0.0708
Epoch  17 Batch  442/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.8956, Loss: 0.0655
Epoch  17 Batch  443/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0611
Epoch  17 Batch  444/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9048, Loss: 0.0668
Epoch  17 Batch  445/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.9031, Loss: 0.0739
Epoch  17 Batch  446/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9020, Loss: 0.0564
Epoch  17 Batch  447/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9038, Loss: 0.0689
Epoch  17 Batch  448/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9080, Loss: 0.0786
Epoch  17 Batch  449/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9087, Loss: 0.0776
Epoch  17 Batch  450/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9073, Loss: 0.0745
Epoch  17 Batch  451/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9087, Loss: 0.0640
Epoch  17 Batch  452/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9031, Loss: 0.0642
Epoch  17 Batch  453/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9052, Loss: 0.0597
Epoch  17 Batch  454/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.9055, Loss: 0.0807
Epoch  17 Batch  455/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9055, Loss: 0.0606
Epoch  17 Batch  456/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9102, Loss: 0.0724
Epoch  17 Batch  457/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9059, Loss: 0.0565
Epoch  17 Batch  458/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9126, Loss: 0.0745
Epoch  17 Batch  459/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9137, Loss: 0.0661
Epoch  17 Batch  460/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9112, Loss: 0.0694
Epoch  17 Batch  461/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9165, Loss: 0.0664
Epoch  17 Batch  462/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0697
Epoch  17 Batch  463/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9119, Loss: 0.0624
Epoch  17 Batch  464/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0653
Epoch  17 Batch  465/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9194, Loss: 0.0777
Epoch  17 Batch  466/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9190, Loss: 0.0620
Epoch  17 Batch  467/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9237, Loss: 0.0736
Epoch  17 Batch  468/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.9237, Loss: 0.0637
Epoch  17 Batch  469/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9247, Loss: 0.0655
Epoch  17 Batch  470/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9169, Loss: 0.0640
Epoch  17 Batch  471/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9165, Loss: 0.0570
Epoch  17 Batch  472/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9105, Loss: 0.0566
Epoch  17 Batch  473/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9034, Loss: 0.0666
Epoch  17 Batch  474/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9038, Loss: 0.0649
Epoch  17 Batch  475/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8984, Loss: 0.0656
Epoch  17 Batch  476/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8984, Loss: 0.0534
Epoch  17 Batch  477/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8984, Loss: 0.0616
Epoch  17 Batch  478/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9073, Loss: 0.0669
Epoch  17 Batch  479/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9038, Loss: 0.0764
Epoch  17 Batch  480/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9116, Loss: 0.0612
Epoch  17 Batch  481/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9222, Loss: 0.0597
Epoch  17 Batch  482/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9126, Loss: 0.0763
Epoch  17 Batch  483/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9098, Loss: 0.0766
Epoch  17 Batch  484/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9094, Loss: 0.0719
Epoch  17 Batch  485/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9070, Loss: 0.0658
Epoch  17 Batch  486/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9169, Loss: 0.0555
Epoch  17 Batch  487/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9165, Loss: 0.0629
Epoch  17 Batch  488/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9130, Loss: 0.0551
Epoch  17 Batch  489/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9180, Loss: 0.0559
Epoch  17 Batch  490/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9055, Loss: 0.0610
Epoch  17 Batch  491/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9062, Loss: 0.0780
Epoch  17 Batch  492/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0750
Epoch  17 Batch  493/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9009, Loss: 0.0572
Epoch  17 Batch  494/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8970, Loss: 0.0526
Epoch  17 Batch  495/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8949, Loss: 0.0605
Epoch  17 Batch  496/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8988, Loss: 0.0651
Epoch  17 Batch  497/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8981, Loss: 0.0594
Epoch  17 Batch  498/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8974, Loss: 0.0579
Epoch  17 Batch  499/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8970, Loss: 0.0556
Epoch  17 Batch  500/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9009, Loss: 0.0552
Epoch  17 Batch  501/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9041, Loss: 0.0556
Epoch  17 Batch  502/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9077, Loss: 0.0700
Epoch  17 Batch  503/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9055, Loss: 0.0578
Epoch  17 Batch  504/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9119, Loss: 0.0606
Epoch  17 Batch  505/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9094, Loss: 0.0537
Epoch  17 Batch  506/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9158, Loss: 0.0662
Epoch  17 Batch  507/1077 - Train Accuracy: 0.8523, Validation Accuracy: 0.9162, Loss: 0.0716
Epoch  17 Batch  508/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9144, Loss: 0.0575
Epoch  17 Batch  509/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9080, Loss: 0.0663
Epoch  17 Batch  510/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9116, Loss: 0.0605
Epoch  17 Batch  511/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.9123, Loss: 0.0633
Epoch  17 Batch  512/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9006, Loss: 0.0553
Epoch  17 Batch  513/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9055, Loss: 0.0698
Epoch  17 Batch  514/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9038, Loss: 0.0639
Epoch  17 Batch  515/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8991, Loss: 0.0701
Epoch  17 Batch  516/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8974, Loss: 0.0607
Epoch  17 Batch  517/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9034, Loss: 0.0706
Epoch  17 Batch  518/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9038, Loss: 0.0623
Epoch  17 Batch  519/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9048, Loss: 0.0603
Epoch  17 Batch  520/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9119, Loss: 0.0552
Epoch  17 Batch  521/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9020, Loss: 0.0653
Epoch  17 Batch  522/1077 - Train Accuracy: 0.8711, Validation Accuracy: 0.8999, Loss: 0.0817
Epoch  17 Batch  523/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9066, Loss: 0.0638
Epoch  17 Batch  524/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9070, Loss: 0.0692
Epoch  17 Batch  525/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0589
Epoch  17 Batch  526/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9183, Loss: 0.0583
Epoch  17 Batch  527/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9137, Loss: 0.0620
Epoch  17 Batch  528/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9151, Loss: 0.0663
Epoch  17 Batch  529/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9098, Loss: 0.0590
Epoch  17 Batch  530/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9102, Loss: 0.0691
Epoch  17 Batch  531/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9109, Loss: 0.0674
Epoch  17 Batch  532/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9098, Loss: 0.0791
Epoch  17 Batch  533/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9094, Loss: 0.0751
Epoch  17 Batch  534/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9070, Loss: 0.0704
Epoch  17 Batch  535/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9020, Loss: 0.0646
Epoch  17 Batch  536/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9016, Loss: 0.0693
Epoch  17 Batch  537/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9016, Loss: 0.0608
Epoch  17 Batch  538/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0538
Epoch  17 Batch  539/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9066, Loss: 0.0732
Epoch  17 Batch  540/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9087, Loss: 0.0571
Epoch  17 Batch  541/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9087, Loss: 0.0558
Epoch  17 Batch  542/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9087, Loss: 0.0623
Epoch  17 Batch  543/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0602
Epoch  17 Batch  544/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9062, Loss: 0.0516
Epoch  17 Batch  545/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9066, Loss: 0.0688
Epoch  17 Batch  546/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9020, Loss: 0.0722
Epoch  17 Batch  547/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9020, Loss: 0.0592
Epoch  17 Batch  548/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8917, Loss: 0.0740
Epoch  17 Batch  549/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.8924, Loss: 0.0724
Epoch  17 Batch  550/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8970, Loss: 0.0635
Epoch  17 Batch  551/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8967, Loss: 0.0747
Epoch  17 Batch  552/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8970, Loss: 0.0728
Epoch  17 Batch  553/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8970, Loss: 0.0761
Epoch  17 Batch  554/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8974, Loss: 0.0621
Epoch  17 Batch  555/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0575
Epoch  17 Batch  556/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9031, Loss: 0.0527
Epoch  17 Batch  557/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9006, Loss: 0.0621
Epoch  17 Batch  558/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8999, Loss: 0.0531
Epoch  17 Batch  559/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9002, Loss: 0.0651
Epoch  17 Batch  560/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.9126, Loss: 0.0657
Epoch  17 Batch  561/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9126, Loss: 0.0581
Epoch  17 Batch  562/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9137, Loss: 0.0558
Epoch  17 Batch  563/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9084, Loss: 0.0719
Epoch  17 Batch  564/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9080, Loss: 0.0737
Epoch  17 Batch  565/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9034, Loss: 0.0762
Epoch  17 Batch  566/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9038, Loss: 0.0812
Epoch  17 Batch  567/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9048, Loss: 0.0613
Epoch  17 Batch  568/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9006, Loss: 0.0604
Epoch  17 Batch  569/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8967, Loss: 0.0728
Epoch  17 Batch  570/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.8945, Loss: 0.0688
Epoch  17 Batch  571/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9048, Loss: 0.0593
Epoch  17 Batch  572/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9141, Loss: 0.0648
Epoch  17 Batch  573/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9031, Loss: 0.0911
Epoch  17 Batch  574/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8981, Loss: 0.0628
Epoch  17 Batch  575/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8906, Loss: 0.0594
Epoch  17 Batch  576/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8924, Loss: 0.0609
Epoch  17 Batch  577/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8945, Loss: 0.0663
Epoch  17 Batch  578/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9055, Loss: 0.0704
Epoch  17 Batch  579/1077 - Train Accuracy: 0.8762, Validation Accuracy: 0.9094, Loss: 0.0668
Epoch  17 Batch  580/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9141, Loss: 0.0528
Epoch  17 Batch  581/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9109, Loss: 0.0532
Epoch  17 Batch  582/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9070, Loss: 0.0634
Epoch  17 Batch  583/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9070, Loss: 0.0779
Epoch  17 Batch  584/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9055, Loss: 0.0706
Epoch  17 Batch  585/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9027, Loss: 0.0547
Epoch  17 Batch  586/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9041, Loss: 0.0587
Epoch  17 Batch  587/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9148, Loss: 0.0629
Epoch  17 Batch  588/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9126, Loss: 0.0585
Epoch  17 Batch  589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9141, Loss: 0.0574
Epoch  17 Batch  590/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9087, Loss: 0.0798
Epoch  17 Batch  591/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9084, Loss: 0.0580
Epoch  17 Batch  592/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9080, Loss: 0.0699
Epoch  17 Batch  593/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9105, Loss: 0.0783
Epoch  17 Batch  594/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9109, Loss: 0.0779
Epoch  17 Batch  595/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9091, Loss: 0.0621
Epoch  17 Batch  596/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9059, Loss: 0.0666
Epoch  17 Batch  597/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9009, Loss: 0.0681
Epoch  17 Batch  598/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.8991, Loss: 0.0648
Epoch  17 Batch  599/1077 - Train Accuracy: 0.8602, Validation Accuracy: 0.9105, Loss: 0.0912
Epoch  17 Batch  600/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9084, Loss: 0.0762
Epoch  17 Batch  601/1077 - Train Accuracy: 0.8858, Validation Accuracy: 0.9066, Loss: 0.0749
Epoch  17 Batch  602/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9066, Loss: 0.0701
Epoch  17 Batch  603/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9045, Loss: 0.0683
Epoch  17 Batch  604/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.8928, Loss: 0.0869
Epoch  17 Batch  605/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9041, Loss: 0.0809
Epoch  17 Batch  606/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9009, Loss: 0.0571
Epoch  17 Batch  607/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.9098, Loss: 0.0685
Epoch  17 Batch  608/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9137, Loss: 0.0796
Epoch  17 Batch  609/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9031, Loss: 0.0731
Epoch  17 Batch  610/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9031, Loss: 0.0786
Epoch  17 Batch  611/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9031, Loss: 0.0693
Epoch  17 Batch  612/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8984, Loss: 0.0550
Epoch  17 Batch  613/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8871, Loss: 0.0792
Epoch  17 Batch  614/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8924, Loss: 0.0673
Epoch  17 Batch  615/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9055, Loss: 0.0639
Epoch  17 Batch  616/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.8995, Loss: 0.0678
Epoch  17 Batch  617/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0671
Epoch  17 Batch  618/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9048, Loss: 0.0697
Epoch  17 Batch  619/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8956, Loss: 0.0629
Epoch  17 Batch  620/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8956, Loss: 0.0556
Epoch  17 Batch  621/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9073, Loss: 0.0670
Epoch  17 Batch  622/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9112, Loss: 0.0715
Epoch  17 Batch  623/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9119, Loss: 0.0704
Epoch  17 Batch  624/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9070, Loss: 0.0638
Epoch  17 Batch  625/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9027, Loss: 0.0640
Epoch  17 Batch  626/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9016, Loss: 0.0583
Epoch  17 Batch  627/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9002, Loss: 0.0603
Epoch  17 Batch  628/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9066, Loss: 0.0680
Epoch  17 Batch  629/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9062, Loss: 0.0688
Epoch  17 Batch  630/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9052, Loss: 0.0601
Epoch  17 Batch  631/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9031, Loss: 0.0685
Epoch  17 Batch  632/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9031, Loss: 0.0644
Epoch  17 Batch  633/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9048, Loss: 0.0622
Epoch  17 Batch  634/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8995, Loss: 0.0534
Epoch  17 Batch  635/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.8995, Loss: 0.0749
Epoch  17 Batch  636/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0613
Epoch  17 Batch  637/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8995, Loss: 0.0641
Epoch  17 Batch  638/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0586
Epoch  17 Batch  639/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9031, Loss: 0.0740
Epoch  17 Batch  640/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9038, Loss: 0.0600
Epoch  17 Batch  641/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8991, Loss: 0.0601
Epoch  17 Batch  642/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8967, Loss: 0.0606
Epoch  17 Batch  643/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.8842, Loss: 0.0583
Epoch  17 Batch  644/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8881, Loss: 0.0658
Epoch  17 Batch  645/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8871, Loss: 0.0673
Epoch  17 Batch  646/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8874, Loss: 0.0608
Epoch  17 Batch  647/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8878, Loss: 0.0705
Epoch  17 Batch  648/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8917, Loss: 0.0548
Epoch  17 Batch  649/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8917, Loss: 0.0638
Epoch  17 Batch  650/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9027, Loss: 0.0622
Epoch  17 Batch  651/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9009, Loss: 0.0604
Epoch  17 Batch  652/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8981, Loss: 0.0701
Epoch  17 Batch  653/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9087, Loss: 0.0720
Epoch  17 Batch  654/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8991, Loss: 0.0657
Epoch  17 Batch  655/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9048, Loss: 0.0807
Epoch  17 Batch  656/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8991, Loss: 0.0631
Epoch  17 Batch  657/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9041, Loss: 0.0678
Epoch  17 Batch  658/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9045, Loss: 0.0510
Epoch  17 Batch  659/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8999, Loss: 0.0781
Epoch  17 Batch  660/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9062, Loss: 0.0673
Epoch  17 Batch  661/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9062, Loss: 0.0650
Epoch  17 Batch  662/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9038, Loss: 0.0538
Epoch  17 Batch  663/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8906, Loss: 0.0549
Epoch  17 Batch  664/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8906, Loss: 0.0698
Epoch  17 Batch  665/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8963, Loss: 0.0543
Epoch  17 Batch  666/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.8942, Loss: 0.0633
Epoch  17 Batch  667/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8924, Loss: 0.0705
Epoch  17 Batch  668/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8963, Loss: 0.0598
Epoch  17 Batch  669/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8974, Loss: 0.0632
Epoch  17 Batch  670/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.8974, Loss: 0.0614
Epoch  17 Batch  671/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8977, Loss: 0.0712
Epoch  17 Batch  672/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8942, Loss: 0.0544
Epoch  17 Batch  673/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8960, Loss: 0.0693
Epoch  17 Batch  674/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8906, Loss: 0.0582
Epoch  17 Batch  675/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8906, Loss: 0.0690
Epoch  17 Batch  676/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.8952, Loss: 0.0624
Epoch  17 Batch  677/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9031, Loss: 0.0775
Epoch  17 Batch  678/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0596
Epoch  17 Batch  679/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9144, Loss: 0.0655
Epoch  17 Batch  680/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9119, Loss: 0.0735
Epoch  17 Batch  681/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9134, Loss: 0.0582
Epoch  17 Batch  682/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9165, Loss: 0.0634
Epoch  17 Batch  683/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9148, Loss: 0.0583
Epoch  17 Batch  684/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9094, Loss: 0.0548
Epoch  17 Batch  685/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9130, Loss: 0.0732
Epoch  17 Batch  686/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9134, Loss: 0.0564
Epoch  17 Batch  687/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9134, Loss: 0.0709
Epoch  17 Batch  688/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9165, Loss: 0.0612
Epoch  17 Batch  689/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9134, Loss: 0.0573
Epoch  17 Batch  690/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0665
Epoch  17 Batch  691/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9116, Loss: 0.0694
Epoch  17 Batch  692/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9112, Loss: 0.0553
Epoch  17 Batch  693/1077 - Train Accuracy: 0.8771, Validation Accuracy: 0.9102, Loss: 0.0936
Epoch  17 Batch  694/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9066, Loss: 0.0661
Epoch  17 Batch  695/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0579
Epoch  17 Batch  696/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9112, Loss: 0.0746
Epoch  17 Batch  697/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9077, Loss: 0.0601
Epoch  17 Batch  698/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9087, Loss: 0.0606
Epoch  17 Batch  699/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9144, Loss: 0.0598
Epoch  17 Batch  700/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9102, Loss: 0.0603
Epoch  17 Batch  701/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0685
Epoch  17 Batch  702/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9098, Loss: 0.0778
Epoch  17 Batch  703/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9070, Loss: 0.0656
Epoch  17 Batch  704/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9215, Loss: 0.0767
Epoch  17 Batch  705/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9080, Loss: 0.0753
Epoch  17 Batch  706/1077 - Train Accuracy: 0.8687, Validation Accuracy: 0.9041, Loss: 0.0811
Epoch  17 Batch  707/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9023, Loss: 0.0697
Epoch  17 Batch  708/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8963, Loss: 0.0630
Epoch  17 Batch  709/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8970, Loss: 0.0778
Epoch  17 Batch  710/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8988, Loss: 0.0596
Epoch  17 Batch  711/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.8977, Loss: 0.0793
Epoch  17 Batch  712/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8984, Loss: 0.0607
Epoch  17 Batch  713/1077 - Train Accuracy: 0.9158, Validation Accuracy: 0.8903, Loss: 0.0575
Epoch  17 Batch  714/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8881, Loss: 0.0692
Epoch  17 Batch  715/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0713
Epoch  17 Batch  716/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8928, Loss: 0.0540
Epoch  17 Batch  717/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.8913, Loss: 0.0544
Epoch  17 Batch  718/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8857, Loss: 0.0640
Epoch  17 Batch  719/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.8857, Loss: 0.0652
Epoch  17 Batch  720/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8988, Loss: 0.0658
Epoch  17 Batch  721/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9006, Loss: 0.0740
Epoch  17 Batch  722/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8967, Loss: 0.0528
Epoch  17 Batch  723/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8949, Loss: 0.0663
Epoch  17 Batch  724/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8991, Loss: 0.0634
Epoch  17 Batch  725/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9002, Loss: 0.0517
Epoch  17 Batch  726/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0668
Epoch  17 Batch  727/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9052, Loss: 0.0559
Epoch  17 Batch  728/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9080, Loss: 0.0755
Epoch  17 Batch  729/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.8981, Loss: 0.0715
Epoch  17 Batch  730/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8928, Loss: 0.0812
Epoch  17 Batch  731/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9006, Loss: 0.0665
Epoch  17 Batch  732/1077 - Train Accuracy: 0.8795, Validation Accuracy: 0.9027, Loss: 0.0733
Epoch  17 Batch  733/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9059, Loss: 0.0677
Epoch  17 Batch  734/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9006, Loss: 0.0702
Epoch  17 Batch  735/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8942, Loss: 0.0600
Epoch  17 Batch  736/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8956, Loss: 0.0564
Epoch  17 Batch  737/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8963, Loss: 0.0738
Epoch  17 Batch  738/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9013, Loss: 0.0466
Epoch  17 Batch  739/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9023, Loss: 0.0564
Epoch  17 Batch  740/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9070, Loss: 0.0494
Epoch  17 Batch  741/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9091, Loss: 0.0707
Epoch  17 Batch  742/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9098, Loss: 0.0639
Epoch  17 Batch  743/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9102, Loss: 0.0691
Epoch  17 Batch  744/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9045, Loss: 0.0621
Epoch  17 Batch  745/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8920, Loss: 0.0697
Epoch  17 Batch  746/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8892, Loss: 0.0582
Epoch  17 Batch  747/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8849, Loss: 0.0524
Epoch  17 Batch  748/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8963, Loss: 0.0533
Epoch  17 Batch  749/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8974, Loss: 0.0618
Epoch  17 Batch  750/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8995, Loss: 0.0635
Epoch  17 Batch  751/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0657
Epoch  17 Batch  752/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9023, Loss: 0.0636
Epoch  17 Batch  753/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8924, Loss: 0.0588
Epoch  17 Batch  754/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8956, Loss: 0.0758
Epoch  17 Batch  755/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8881, Loss: 0.0717
Epoch  17 Batch  756/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8871, Loss: 0.0657
Epoch  17 Batch  757/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.8878, Loss: 0.0691
Epoch  17 Batch  758/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8853, Loss: 0.0570
Epoch  17 Batch  759/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8928, Loss: 0.0589
Epoch  17 Batch  760/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8991, Loss: 0.0771
Epoch  17 Batch  761/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8977, Loss: 0.0670
Epoch  17 Batch  762/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0571
Epoch  17 Batch  763/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9020, Loss: 0.0607
Epoch  17 Batch  764/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8949, Loss: 0.0597
Epoch  17 Batch  765/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9034, Loss: 0.0633
Epoch  17 Batch  766/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8977, Loss: 0.0745
Epoch  17 Batch  767/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8984, Loss: 0.0623
Epoch  17 Batch  768/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8991, Loss: 0.0617
Epoch  17 Batch  769/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8945, Loss: 0.0605
Epoch  17 Batch  770/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8935, Loss: 0.0602
Epoch  17 Batch  771/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9009, Loss: 0.0657
Epoch  17 Batch  772/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9034, Loss: 0.0550
Epoch  17 Batch  773/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0566
Epoch  17 Batch  774/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0741
Epoch  17 Batch  775/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8981, Loss: 0.0650
Epoch  17 Batch  776/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8981, Loss: 0.0547
Epoch  17 Batch  777/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9020, Loss: 0.0641
Epoch  17 Batch  778/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9020, Loss: 0.0603
Epoch  17 Batch  779/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9013, Loss: 0.0651
Epoch  17 Batch  780/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9006, Loss: 0.0800
Epoch  17 Batch  781/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9027, Loss: 0.0478
Epoch  17 Batch  782/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9031, Loss: 0.0563
Epoch  17 Batch  783/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.8942, Loss: 0.0710
Epoch  17 Batch  784/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9077, Loss: 0.0484
Epoch  17 Batch  785/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8960, Loss: 0.0569
Epoch  17 Batch  786/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8952, Loss: 0.0606
Epoch  17 Batch  787/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8952, Loss: 0.0629
Epoch  17 Batch  788/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8999, Loss: 0.0567
Epoch  17 Batch  789/1077 - Train Accuracy: 0.8857, Validation Accuracy: 0.8981, Loss: 0.0693
Epoch  17 Batch  790/1077 - Train Accuracy: 0.8512, Validation Accuracy: 0.9059, Loss: 0.0748
Epoch  17 Batch  791/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9062, Loss: 0.0780
Epoch  17 Batch  792/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9062, Loss: 0.0674
Epoch  17 Batch  793/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9105, Loss: 0.0658
Epoch  17 Batch  794/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9041, Loss: 0.0540
Epoch  17 Batch  795/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9070, Loss: 0.0730
Epoch  17 Batch  796/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9041, Loss: 0.0644
Epoch  17 Batch  797/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9123, Loss: 0.0605
Epoch  17 Batch  798/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9126, Loss: 0.0591
Epoch  17 Batch  799/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9102, Loss: 0.0808
Epoch  17 Batch  800/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9126, Loss: 0.0603
Epoch  17 Batch  801/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8991, Loss: 0.0640
Epoch  17 Batch  802/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8977, Loss: 0.0706
Epoch  17 Batch  803/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8903, Loss: 0.0632
Epoch  17 Batch  804/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8952, Loss: 0.0579
Epoch  17 Batch  805/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8931, Loss: 0.0737
Epoch  17 Batch  806/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8942, Loss: 0.0564
Epoch  17 Batch  807/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8924, Loss: 0.0545
Epoch  17 Batch  808/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8917, Loss: 0.0805
Epoch  17 Batch  809/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8984, Loss: 0.0870
Epoch  17 Batch  810/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8974, Loss: 0.0576
Epoch  17 Batch  811/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8949, Loss: 0.0611
Epoch  17 Batch  812/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8981, Loss: 0.0729
Epoch  17 Batch  813/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9031, Loss: 0.0640
Epoch  17 Batch  814/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8988, Loss: 0.0748
Epoch  17 Batch  815/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9016, Loss: 0.0644
Epoch  17 Batch  816/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9084, Loss: 0.0662
Epoch  17 Batch  817/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9091, Loss: 0.0652
Epoch  17 Batch  818/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9073, Loss: 0.0645
Epoch  17 Batch  819/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9130, Loss: 0.0597
Epoch  17 Batch  820/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9126, Loss: 0.0605
Epoch  17 Batch  821/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9126, Loss: 0.0590
Epoch  17 Batch  822/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9062, Loss: 0.0601
Epoch  17 Batch  823/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9112, Loss: 0.0601
Epoch  17 Batch  824/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9062, Loss: 0.0687
Epoch  17 Batch  825/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0623
Epoch  17 Batch  826/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9048, Loss: 0.0601
Epoch  17 Batch  827/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8995, Loss: 0.0695
Epoch  17 Batch  828/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9052, Loss: 0.0515
Epoch  17 Batch  829/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.9016, Loss: 0.0817
Epoch  17 Batch  830/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.8995, Loss: 0.0712
Epoch  17 Batch  831/1077 - Train Accuracy: 0.8492, Validation Accuracy: 0.9009, Loss: 0.0685
Epoch  17 Batch  832/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9006, Loss: 0.0588
Epoch  17 Batch  833/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9009, Loss: 0.0648
Epoch  17 Batch  834/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9055, Loss: 0.0656
Epoch  17 Batch  835/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8931, Loss: 0.0714
Epoch  17 Batch  836/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8896, Loss: 0.0641
Epoch  17 Batch  837/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8949, Loss: 0.0732
Epoch  17 Batch  838/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8878, Loss: 0.0611
Epoch  17 Batch  839/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8942, Loss: 0.0569
Epoch  17 Batch  840/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8945, Loss: 0.0635
Epoch  17 Batch  841/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9002, Loss: 0.0803
Epoch  17 Batch  842/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9041, Loss: 0.0553
Epoch  17 Batch  843/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9052, Loss: 0.0575
Epoch  17 Batch  844/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9059, Loss: 0.0581
Epoch  17 Batch  845/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9109, Loss: 0.0593
Epoch  17 Batch  846/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9091, Loss: 0.0780
Epoch  17 Batch  847/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9016, Loss: 0.0757
Epoch  17 Batch  848/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9158, Loss: 0.0519
Epoch  17 Batch  849/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9102, Loss: 0.0510
Epoch  17 Batch  850/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9119, Loss: 0.0835
Epoch  17 Batch  851/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9102, Loss: 0.0722
Epoch  17 Batch  852/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9016, Loss: 0.0803
Epoch  17 Batch  853/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0609
Epoch  17 Batch  854/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8949, Loss: 0.0740
Epoch  17 Batch  855/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.8853, Loss: 0.0722
Epoch  17 Batch  856/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8853, Loss: 0.0653
Epoch  17 Batch  857/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8991, Loss: 0.0624
Epoch  17 Batch  858/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9038, Loss: 0.0595
Epoch  17 Batch  859/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9031, Loss: 0.0648
Epoch  17 Batch  860/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9031, Loss: 0.0673
Epoch  17 Batch  861/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8988, Loss: 0.0631
Epoch  17 Batch  862/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8931, Loss: 0.0652
Epoch  17 Batch  863/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8952, Loss: 0.0512
Epoch  17 Batch  864/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9048, Loss: 0.0645
Epoch  17 Batch  865/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9009, Loss: 0.0649
Epoch  17 Batch  866/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9006, Loss: 0.0676
Epoch  17 Batch  867/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9002, Loss: 0.1125
Epoch  17 Batch  868/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9009, Loss: 0.0671
Epoch  17 Batch  869/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8995, Loss: 0.0625
Epoch  17 Batch  870/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.9031, Loss: 0.0716
Epoch  17 Batch  871/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8988, Loss: 0.0581
Epoch  17 Batch  872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8995, Loss: 0.0578
Epoch  17 Batch  873/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9080, Loss: 0.0687
Epoch  17 Batch  874/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0712
Epoch  17 Batch  875/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9077, Loss: 0.0651
Epoch  17 Batch  876/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9052, Loss: 0.0538
Epoch  17 Batch  877/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9041, Loss: 0.0566
Epoch  17 Batch  878/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9070, Loss: 0.0687
Epoch  17 Batch  879/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8960, Loss: 0.0509
Epoch  17 Batch  880/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8956, Loss: 0.0744
Epoch  17 Batch  881/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8977, Loss: 0.0657
Epoch  17 Batch  882/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9027, Loss: 0.0716
Epoch  17 Batch  883/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8924, Loss: 0.0932
Epoch  17 Batch  884/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8857, Loss: 0.0607
Epoch  17 Batch  885/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.8903, Loss: 0.0515
Epoch  17 Batch  886/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8906, Loss: 0.0599
Epoch  17 Batch  887/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8956, Loss: 0.0745
Epoch  17 Batch  888/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8928, Loss: 0.0696
Epoch  17 Batch  889/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8999, Loss: 0.0628
Epoch  17 Batch  890/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8931, Loss: 0.0644
Epoch  17 Batch  891/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.8924, Loss: 0.0574
Epoch  17 Batch  892/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8871, Loss: 0.0526
Epoch  17 Batch  893/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.8892, Loss: 0.0694
Epoch  17 Batch  894/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8867, Loss: 0.0586
Epoch  17 Batch  895/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8935, Loss: 0.0642
Epoch  17 Batch  896/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8960, Loss: 0.0737
Epoch  17 Batch  897/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.8910, Loss: 0.0543
Epoch  17 Batch  898/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8967, Loss: 0.0545
Epoch  17 Batch  899/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9031, Loss: 0.0680
Epoch  17 Batch  900/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9084, Loss: 0.0737
Epoch  17 Batch  901/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9116, Loss: 0.0815
Epoch  17 Batch  902/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9126, Loss: 0.0724
Epoch  17 Batch  903/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9070, Loss: 0.0605
Epoch  17 Batch  904/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0567
Epoch  17 Batch  905/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0519
Epoch  17 Batch  906/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9119, Loss: 0.0556
Epoch  17 Batch  907/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0664
Epoch  17 Batch  908/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9180, Loss: 0.0719
Epoch  17 Batch  909/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9169, Loss: 0.0716
Epoch  17 Batch  910/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9148, Loss: 0.0653
Epoch  17 Batch  911/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.9180, Loss: 0.0835
Epoch  17 Batch  912/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9187, Loss: 0.0582
Epoch  17 Batch  913/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9247, Loss: 0.0819
Epoch  17 Batch  914/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9229, Loss: 0.0945
Epoch  17 Batch  915/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9116, Loss: 0.0576
Epoch  17 Batch  916/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9215, Loss: 0.0694
Epoch  17 Batch  917/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0576
Epoch  17 Batch  918/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9052, Loss: 0.0612
Epoch  17 Batch  919/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9052, Loss: 0.0527
Epoch  17 Batch  920/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9023, Loss: 0.0636
Epoch  17 Batch  921/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8974, Loss: 0.0667
Epoch  17 Batch  922/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9055, Loss: 0.0643
Epoch  17 Batch  923/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9098, Loss: 0.0642
Epoch  17 Batch  924/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9045, Loss: 0.0759
Epoch  17 Batch  925/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9141, Loss: 0.0559
Epoch  17 Batch  926/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9087, Loss: 0.0717
Epoch  17 Batch  927/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9066, Loss: 0.0753
Epoch  17 Batch  928/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8967, Loss: 0.0609
Epoch  17 Batch  929/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0678
Epoch  17 Batch  930/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9009, Loss: 0.0489
Epoch  17 Batch  931/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8881, Loss: 0.0635
Epoch  17 Batch  932/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8974, Loss: 0.0593
Epoch  17 Batch  933/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9002, Loss: 0.0576
Epoch  17 Batch  934/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8988, Loss: 0.0541
Epoch  17 Batch  935/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9006, Loss: 0.0578
Epoch  17 Batch  936/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9002, Loss: 0.0648
Epoch  17 Batch  937/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8991, Loss: 0.0801
Epoch  17 Batch  938/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8928, Loss: 0.0715
Epoch  17 Batch  939/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8881, Loss: 0.0729
Epoch  17 Batch  940/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8977, Loss: 0.0533
Epoch  17 Batch  941/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.8981, Loss: 0.0510
Epoch  17 Batch  942/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8984, Loss: 0.0682
Epoch  17 Batch  943/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9062, Loss: 0.0631
Epoch  17 Batch  944/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9055, Loss: 0.0518
Epoch  17 Batch  945/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.8956, Loss: 0.0526
Epoch  17 Batch  946/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.8974, Loss: 0.0568
Epoch  17 Batch  947/1077 - Train Accuracy: 0.8787, Validation Accuracy: 0.8977, Loss: 0.0726
Epoch  17 Batch  948/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8963, Loss: 0.0570
Epoch  17 Batch  949/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9027, Loss: 0.0520
Epoch  17 Batch  950/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9016, Loss: 0.0546
Epoch  17 Batch  951/1077 - Train Accuracy: 0.8739, Validation Accuracy: 0.8988, Loss: 0.0665
Epoch  17 Batch  952/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8984, Loss: 0.0516
Epoch  17 Batch  953/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8931, Loss: 0.0519
Epoch  17 Batch  954/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.8938, Loss: 0.0718
Epoch  17 Batch  955/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8988, Loss: 0.0681
Epoch  17 Batch  956/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0637
Epoch  17 Batch  957/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9038, Loss: 0.0499
Epoch  17 Batch  958/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9031, Loss: 0.0664
Epoch  17 Batch  959/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9048, Loss: 0.0662
Epoch  17 Batch  960/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8981, Loss: 0.0608
Epoch  17 Batch  961/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8924, Loss: 0.0553
Epoch  17 Batch  962/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8988, Loss: 0.0593
Epoch  17 Batch  963/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9013, Loss: 0.0790
Epoch  17 Batch  964/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9055, Loss: 0.0541
Epoch  17 Batch  965/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9055, Loss: 0.0731
Epoch  17 Batch  966/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0478
Epoch  17 Batch  967/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9126, Loss: 0.0669
Epoch  17 Batch  968/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0795
Epoch  17 Batch  969/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9080, Loss: 0.0774
Epoch  17 Batch  970/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9105, Loss: 0.0615
Epoch  17 Batch  971/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9148, Loss: 0.0691
Epoch  17 Batch  972/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9130, Loss: 0.0608
Epoch  17 Batch  973/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9059, Loss: 0.0487
Epoch  17 Batch  974/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8888, Loss: 0.0530
Epoch  17 Batch  975/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.8928, Loss: 0.0582
Epoch  17 Batch  976/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9006, Loss: 0.0562
Epoch  17 Batch  977/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9041, Loss: 0.0475
Epoch  17 Batch  978/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8988, Loss: 0.0675
Epoch  17 Batch  979/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.8967, Loss: 0.0628
Epoch  17 Batch  980/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8970, Loss: 0.0690
Epoch  17 Batch  981/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8960, Loss: 0.0647
Epoch  17 Batch  982/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8910, Loss: 0.0618
Epoch  17 Batch  983/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.8857, Loss: 0.0728
Epoch  17 Batch  984/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.8899, Loss: 0.0671
Epoch  17 Batch  985/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8952, Loss: 0.0570
Epoch  17 Batch  986/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8935, Loss: 0.0607
Epoch  17 Batch  987/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8874, Loss: 0.0586
Epoch  17 Batch  988/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8924, Loss: 0.0668
Epoch  17 Batch  989/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9059, Loss: 0.0746
Epoch  17 Batch  990/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9066, Loss: 0.0697
Epoch  17 Batch  991/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9094, Loss: 0.0645
Epoch  17 Batch  992/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8988, Loss: 0.0634
Epoch  17 Batch  993/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8967, Loss: 0.0451
Epoch  17 Batch  994/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0569
Epoch  17 Batch  995/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9084, Loss: 0.0564
Epoch  17 Batch  996/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8984, Loss: 0.0600
Epoch  17 Batch  997/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.8967, Loss: 0.0622
Epoch  17 Batch  998/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8956, Loss: 0.0556
Epoch  17 Batch  999/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0682
Epoch  17 Batch 1000/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8888, Loss: 0.0625
Epoch  17 Batch 1001/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8942, Loss: 0.0477
Epoch  17 Batch 1002/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8949, Loss: 0.0521
Epoch  17 Batch 1003/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8949, Loss: 0.0589
Epoch  17 Batch 1004/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0668
Epoch  17 Batch 1005/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8949, Loss: 0.0629
Epoch  17 Batch 1006/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8967, Loss: 0.0527
Epoch  17 Batch 1007/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9059, Loss: 0.0555
Epoch  17 Batch 1008/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9073, Loss: 0.0634
Epoch  17 Batch 1009/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9094, Loss: 0.0481
Epoch  17 Batch 1010/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9094, Loss: 0.0602
Epoch  17 Batch 1011/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9215, Loss: 0.0588
Epoch  17 Batch 1012/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9201, Loss: 0.0488
Epoch  17 Batch 1013/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9162, Loss: 0.0447
Epoch  17 Batch 1014/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9158, Loss: 0.0553
Epoch  17 Batch 1015/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9087, Loss: 0.0789
Epoch  17 Batch 1016/1077 - Train Accuracy: 0.8843, Validation Accuracy: 0.9130, Loss: 0.0643
Epoch  17 Batch 1017/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9130, Loss: 0.0594
Epoch  17 Batch 1018/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9180, Loss: 0.0662
Epoch  17 Batch 1019/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9201, Loss: 0.0745
Epoch  17 Batch 1020/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9187, Loss: 0.0546
Epoch  17 Batch 1021/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9137, Loss: 0.0641
Epoch  17 Batch 1022/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9134, Loss: 0.0516
Epoch  17 Batch 1023/1077 - Train Accuracy: 0.9130, Validation Accuracy: 0.9222, Loss: 0.0620
Epoch  17 Batch 1024/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9215, Loss: 0.0645
Epoch  17 Batch 1025/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9219, Loss: 0.0582
Epoch  17 Batch 1026/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9173, Loss: 0.0681
Epoch  17 Batch 1027/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9176, Loss: 0.0575
Epoch  17 Batch 1028/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9105, Loss: 0.0598
Epoch  17 Batch 1029/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9105, Loss: 0.0507
Epoch  17 Batch 1030/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0639
Epoch  17 Batch 1031/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.9208, Loss: 0.0739
Epoch  17 Batch 1032/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9134, Loss: 0.0752
Epoch  17 Batch 1033/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9087, Loss: 0.0637
Epoch  17 Batch 1034/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.9144, Loss: 0.0633
Epoch  17 Batch 1035/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9134, Loss: 0.0465
Epoch  17 Batch 1036/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9197, Loss: 0.0806
Epoch  17 Batch 1037/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9084, Loss: 0.0611
Epoch  17 Batch 1038/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9070, Loss: 0.0706
Epoch  17 Batch 1039/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9066, Loss: 0.0588
Epoch  17 Batch 1040/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9038, Loss: 0.0635
Epoch  17 Batch 1041/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9038, Loss: 0.0672
Epoch  17 Batch 1042/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8984, Loss: 0.0616
Epoch  17 Batch 1043/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8906, Loss: 0.0836
Epoch  17 Batch 1044/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8942, Loss: 0.0712
Epoch  17 Batch 1045/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8849, Loss: 0.0701
Epoch  17 Batch 1046/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8864, Loss: 0.0526
Epoch  17 Batch 1047/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8881, Loss: 0.0566
Epoch  17 Batch 1048/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8956, Loss: 0.0630
Epoch  17 Batch 1049/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9041, Loss: 0.0651
Epoch  17 Batch 1050/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8988, Loss: 0.0555
Epoch  17 Batch 1051/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9034, Loss: 0.0656
Epoch  17 Batch 1052/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8967, Loss: 0.0568
Epoch  17 Batch 1053/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8995, Loss: 0.0684
Epoch  17 Batch 1054/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9002, Loss: 0.0560
Epoch  17 Batch 1055/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9059, Loss: 0.0689
Epoch  17 Batch 1056/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8974, Loss: 0.0577
Epoch  17 Batch 1057/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8981, Loss: 0.0705
Epoch  17 Batch 1058/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9080, Loss: 0.0693
Epoch  17 Batch 1059/1077 - Train Accuracy: 0.8618, Validation Accuracy: 0.9109, Loss: 0.0840
Epoch  17 Batch 1060/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9009, Loss: 0.0519
Epoch  17 Batch 1061/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8988, Loss: 0.0760
Epoch  17 Batch 1062/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9016, Loss: 0.0739
Epoch  17 Batch 1063/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8935, Loss: 0.0652
Epoch  17 Batch 1064/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9059, Loss: 0.0651
Epoch  17 Batch 1065/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9094, Loss: 0.0665
Epoch  17 Batch 1066/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9052, Loss: 0.0560
Epoch  17 Batch 1067/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9112, Loss: 0.0670
Epoch  17 Batch 1068/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9109, Loss: 0.0547
Epoch  17 Batch 1069/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9134, Loss: 0.0587
Epoch  17 Batch 1070/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9070, Loss: 0.0610
Epoch  17 Batch 1071/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9059, Loss: 0.0647
Epoch  17 Batch 1072/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9194, Loss: 0.0636
Epoch  17 Batch 1073/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9102, Loss: 0.0714
Epoch  17 Batch 1074/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9144, Loss: 0.0821
Epoch  17 Batch 1075/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9183, Loss: 0.0700
Epoch  18 Batch    1/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9112, Loss: 0.0522
Epoch  18 Batch    2/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9023, Loss: 0.0635
Epoch  18 Batch    3/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9013, Loss: 0.0670
Epoch  18 Batch    4/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0570
Epoch  18 Batch    5/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9045, Loss: 0.0736
Epoch  18 Batch    6/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9102, Loss: 0.0603
Epoch  18 Batch    7/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8960, Loss: 0.0557
Epoch  18 Batch    8/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9027, Loss: 0.0541
Epoch  18 Batch    9/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9023, Loss: 0.0629
Epoch  18 Batch   10/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.9073, Loss: 0.0608
Epoch  18 Batch   11/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9048, Loss: 0.0691
Epoch  18 Batch   12/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9105, Loss: 0.0597
Epoch  18 Batch   13/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9105, Loss: 0.0854
Epoch  18 Batch   14/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9102, Loss: 0.0515
Epoch  18 Batch   15/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9162, Loss: 0.0570
Epoch  18 Batch   16/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9148, Loss: 0.0639
Epoch  18 Batch   17/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9233, Loss: 0.0576
Epoch  18 Batch   18/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9226, Loss: 0.0560
Epoch  18 Batch   19/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9226, Loss: 0.0544
Epoch  18 Batch   20/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9205, Loss: 0.0524
Epoch  18 Batch   21/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9155, Loss: 0.0614
Epoch  18 Batch   22/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9169, Loss: 0.0652
Epoch  18 Batch   23/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9130, Loss: 0.0523
Epoch  18 Batch   24/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9155, Loss: 0.0581
Epoch  18 Batch   25/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8942, Loss: 0.0557
Epoch  18 Batch   26/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9031, Loss: 0.0680
Epoch  18 Batch   27/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9027, Loss: 0.0510
Epoch  18 Batch   28/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9126, Loss: 0.0589
Epoch  18 Batch   29/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9119, Loss: 0.0660
Epoch  18 Batch   30/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9105, Loss: 0.0546
Epoch  18 Batch   31/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9034, Loss: 0.0637
Epoch  18 Batch   32/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9102, Loss: 0.0538
Epoch  18 Batch   33/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9091, Loss: 0.0587
Epoch  18 Batch   34/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9045, Loss: 0.0627
Epoch  18 Batch   35/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9094, Loss: 0.0616
Epoch  18 Batch   36/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9091, Loss: 0.0676
Epoch  18 Batch   37/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9091, Loss: 0.0552
Epoch  18 Batch   38/1077 - Train Accuracy: 0.9009, Validation Accuracy: 0.9080, Loss: 0.0779
Epoch  18 Batch   39/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9077, Loss: 0.0752
Epoch  18 Batch   40/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9105, Loss: 0.0540
Epoch  18 Batch   41/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9055, Loss: 0.0536
Epoch  18 Batch   42/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9055, Loss: 0.0754
Epoch  18 Batch   43/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9002, Loss: 0.0476
Epoch  18 Batch   44/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.8995, Loss: 0.0529
Epoch  18 Batch   45/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9105, Loss: 0.0611
Epoch  18 Batch   46/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9062, Loss: 0.0748
Epoch  18 Batch   47/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8974, Loss: 0.0609
Epoch  18 Batch   48/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9013, Loss: 0.0761
Epoch  18 Batch   49/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8956, Loss: 0.0692
Epoch  18 Batch   50/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9002, Loss: 0.0562
Epoch  18 Batch   51/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8974, Loss: 0.0610
Epoch  18 Batch   52/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8956, Loss: 0.0772
Epoch  18 Batch   53/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9027, Loss: 0.0611
Epoch  18 Batch   54/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9091, Loss: 0.0832
Epoch  18 Batch   55/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9052, Loss: 0.0554
Epoch  18 Batch   56/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8981, Loss: 0.0508
Epoch  18 Batch   57/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8974, Loss: 0.0634
Epoch  18 Batch   58/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9023, Loss: 0.0568
Epoch  18 Batch   59/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9077, Loss: 0.0593
Epoch  18 Batch   60/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9066, Loss: 0.0479
Epoch  18 Batch   61/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9059, Loss: 0.0709
Epoch  18 Batch   62/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9102, Loss: 0.0750
Epoch  18 Batch   63/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9151, Loss: 0.0481
Epoch  18 Batch   64/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9091, Loss: 0.0528
Epoch  18 Batch   65/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9052, Loss: 0.0623
Epoch  18 Batch   66/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9066, Loss: 0.0446
Epoch  18 Batch   67/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9038, Loss: 0.0540
Epoch  18 Batch   68/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0701
Epoch  18 Batch   69/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8991, Loss: 0.0753
Epoch  18 Batch   70/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.8956, Loss: 0.0685
Epoch  18 Batch   71/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.8931, Loss: 0.0429
Epoch  18 Batch   72/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8991, Loss: 0.0597
Epoch  18 Batch   73/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8991, Loss: 0.0625
Epoch  18 Batch   74/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8991, Loss: 0.0572
Epoch  18 Batch   75/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0800
Epoch  18 Batch   76/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9094, Loss: 0.0485
Epoch  18 Batch   77/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9059, Loss: 0.0586
Epoch  18 Batch   78/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9109, Loss: 0.0590
Epoch  18 Batch   79/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9066, Loss: 0.0592
Epoch  18 Batch   80/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0599
Epoch  18 Batch   81/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9148, Loss: 0.0531
Epoch  18 Batch   82/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9212, Loss: 0.0587
Epoch  18 Batch   83/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9119, Loss: 0.0584
Epoch  18 Batch   84/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9119, Loss: 0.0566
Epoch  18 Batch   85/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9034, Loss: 0.0571
Epoch  18 Batch   86/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9009, Loss: 0.0544
Epoch  18 Batch   87/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9098, Loss: 0.0762
Epoch  18 Batch   88/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8974, Loss: 0.0744
Epoch  18 Batch   89/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8956, Loss: 0.0700
Epoch  18 Batch   90/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8949, Loss: 0.0584
Epoch  18 Batch   91/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8853, Loss: 0.0537
Epoch  18 Batch   92/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8853, Loss: 0.0621
Epoch  18 Batch   93/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8846, Loss: 0.0618
Epoch  18 Batch   94/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8995, Loss: 0.0494
Epoch  18 Batch   95/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8949, Loss: 0.0680
Epoch  18 Batch   96/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8952, Loss: 0.0692
Epoch  18 Batch   97/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8920, Loss: 0.0590
Epoch  18 Batch   98/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.8913, Loss: 0.0663
Epoch  18 Batch   99/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8888, Loss: 0.0543
Epoch  18 Batch  100/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8821, Loss: 0.0604
Epoch  18 Batch  101/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8828, Loss: 0.0556
Epoch  18 Batch  102/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9002, Loss: 0.0580
Epoch  18 Batch  103/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9027, Loss: 0.0714
Epoch  18 Batch  104/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8913, Loss: 0.0642
Epoch  18 Batch  105/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8896, Loss: 0.0654
Epoch  18 Batch  106/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8842, Loss: 0.0711
Epoch  18 Batch  107/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.8867, Loss: 0.0609
Epoch  18 Batch  108/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8952, Loss: 0.0616
Epoch  18 Batch  109/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9031, Loss: 0.0598
Epoch  18 Batch  110/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9070, Loss: 0.0523
Epoch  18 Batch  111/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9073, Loss: 0.0597
Epoch  18 Batch  112/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8977, Loss: 0.0587
Epoch  18 Batch  113/1077 - Train Accuracy: 0.8867, Validation Accuracy: 0.9091, Loss: 0.0711
Epoch  18 Batch  114/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.8967, Loss: 0.0516
Epoch  18 Batch  115/1077 - Train Accuracy: 0.8805, Validation Accuracy: 0.8967, Loss: 0.0760
Epoch  18 Batch  116/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9013, Loss: 0.0807
Epoch  18 Batch  117/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9059, Loss: 0.0610
Epoch  18 Batch  118/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.9048, Loss: 0.0656
Epoch  18 Batch  119/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0593
Epoch  18 Batch  120/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9048, Loss: 0.0658
Epoch  18 Batch  121/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9052, Loss: 0.0618
Epoch  18 Batch  122/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9052, Loss: 0.0572
Epoch  18 Batch  123/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8988, Loss: 0.0451
Epoch  18 Batch  124/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8942, Loss: 0.0682
Epoch  18 Batch  125/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.8938, Loss: 0.0661
Epoch  18 Batch  126/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8913, Loss: 0.0504
Epoch  18 Batch  127/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8963, Loss: 0.0568
Epoch  18 Batch  128/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.8970, Loss: 0.0603
Epoch  18 Batch  129/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.8967, Loss: 0.0682
Epoch  18 Batch  130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9023, Loss: 0.0571
Epoch  18 Batch  131/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8920, Loss: 0.0695
Epoch  18 Batch  132/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9027, Loss: 0.0572
Epoch  18 Batch  133/1077 - Train Accuracy: 0.9169, Validation Accuracy: 0.8991, Loss: 0.0524
Epoch  18 Batch  134/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.8956, Loss: 0.0561
Epoch  18 Batch  135/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9009, Loss: 0.0624
Epoch  18 Batch  136/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9066, Loss: 0.0502
Epoch  18 Batch  137/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9013, Loss: 0.0495
Epoch  18 Batch  138/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.8967, Loss: 0.0565
Epoch  18 Batch  139/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8981, Loss: 0.0652
Epoch  18 Batch  140/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9041, Loss: 0.0588
Epoch  18 Batch  141/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8984, Loss: 0.0629
Epoch  18 Batch  142/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8942, Loss: 0.0598
Epoch  18 Batch  143/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8931, Loss: 0.0671
Epoch  18 Batch  144/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.8988, Loss: 0.0847
Epoch  18 Batch  145/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8988, Loss: 0.0599
Epoch  18 Batch  146/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8988, Loss: 0.0906
Epoch  18 Batch  147/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9031, Loss: 0.0565
Epoch  18 Batch  148/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9041, Loss: 0.0678
Epoch  18 Batch  149/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8991, Loss: 0.0551
Epoch  18 Batch  150/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9048, Loss: 0.0632
Epoch  18 Batch  151/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.8999, Loss: 0.0507
Epoch  18 Batch  152/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8995, Loss: 0.0745
Epoch  18 Batch  153/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8952, Loss: 0.0738
Epoch  18 Batch  154/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8952, Loss: 0.0640
Epoch  18 Batch  155/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8945, Loss: 0.0560
Epoch  18 Batch  156/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8942, Loss: 0.0522
Epoch  18 Batch  157/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0610
Epoch  18 Batch  158/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9027, Loss: 0.0667
Epoch  18 Batch  159/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0582
Epoch  18 Batch  160/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9077, Loss: 0.0502
Epoch  18 Batch  161/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0481
Epoch  18 Batch  162/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9116, Loss: 0.0760
Epoch  18 Batch  163/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9155, Loss: 0.0716
Epoch  18 Batch  164/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9091, Loss: 0.0575
Epoch  18 Batch  165/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9098, Loss: 0.0721
Epoch  18 Batch  166/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9144, Loss: 0.0689
Epoch  18 Batch  167/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9144, Loss: 0.0569
Epoch  18 Batch  168/1077 - Train Accuracy: 0.8717, Validation Accuracy: 0.9123, Loss: 0.0788
Epoch  18 Batch  169/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9123, Loss: 0.0693
Epoch  18 Batch  170/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9055, Loss: 0.0646
Epoch  18 Batch  171/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9123, Loss: 0.0556
Epoch  18 Batch  172/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9094, Loss: 0.0527
Epoch  18 Batch  173/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9052, Loss: 0.0578
Epoch  18 Batch  174/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9055, Loss: 0.0569
Epoch  18 Batch  175/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9134, Loss: 0.0615
Epoch  18 Batch  176/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9066, Loss: 0.0608
Epoch  18 Batch  177/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9009, Loss: 0.0653
Epoch  18 Batch  178/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9148, Loss: 0.0611
Epoch  18 Batch  179/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9102, Loss: 0.0608
Epoch  18 Batch  180/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9169, Loss: 0.0498
Epoch  18 Batch  181/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9180, Loss: 0.0646
Epoch  18 Batch  182/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9084, Loss: 0.0694
Epoch  18 Batch  183/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9130, Loss: 0.0649
Epoch  18 Batch  184/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9105, Loss: 0.0512
Epoch  18 Batch  185/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9045, Loss: 0.0603
Epoch  18 Batch  186/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8981, Loss: 0.0606
Epoch  18 Batch  187/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9009, Loss: 0.0472
Epoch  18 Batch  188/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9034, Loss: 0.0619
Epoch  18 Batch  189/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9045, Loss: 0.0635
Epoch  18 Batch  190/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9027, Loss: 0.0568
Epoch  18 Batch  191/1077 - Train Accuracy: 0.9084, Validation Accuracy: 0.9009, Loss: 0.0523
Epoch  18 Batch  192/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.8896, Loss: 0.0765
Epoch  18 Batch  193/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8988, Loss: 0.0612
Epoch  18 Batch  194/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.8828, Loss: 0.0511
Epoch  18 Batch  195/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8988, Loss: 0.0498
Epoch  18 Batch  196/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9031, Loss: 0.0516
Epoch  18 Batch  197/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9027, Loss: 0.0615
Epoch  18 Batch  198/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9002, Loss: 0.0569
Epoch  18 Batch  199/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9070, Loss: 0.0499
Epoch  18 Batch  200/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9126, Loss: 0.0584
Epoch  18 Batch  201/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9141, Loss: 0.0516
Epoch  18 Batch  202/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9237, Loss: 0.0580
Epoch  18 Batch  203/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9190, Loss: 0.0652
Epoch  18 Batch  204/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9162, Loss: 0.0775
Epoch  18 Batch  205/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9158, Loss: 0.0676
Epoch  18 Batch  206/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9109, Loss: 0.0532
Epoch  18 Batch  207/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9102, Loss: 0.0564
Epoch  18 Batch  208/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0579
Epoch  18 Batch  209/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9084, Loss: 0.0502
Epoch  18 Batch  210/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9165, Loss: 0.0630
Epoch  18 Batch  211/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0586
Epoch  18 Batch  212/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9059, Loss: 0.0543
Epoch  18 Batch  213/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9073, Loss: 0.0530
Epoch  18 Batch  214/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8981, Loss: 0.0586
Epoch  18 Batch  215/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8984, Loss: 0.0664
Epoch  18 Batch  216/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8970, Loss: 0.0672
Epoch  18 Batch  217/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9027, Loss: 0.0560
Epoch  18 Batch  218/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9038, Loss: 0.0668
Epoch  18 Batch  219/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9031, Loss: 0.0483
Epoch  18 Batch  220/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9031, Loss: 0.0610
Epoch  18 Batch  221/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0617
Epoch  18 Batch  222/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8963, Loss: 0.0551
Epoch  18 Batch  223/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9038, Loss: 0.0579
Epoch  18 Batch  224/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0597
Epoch  18 Batch  225/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9205, Loss: 0.0713
Epoch  18 Batch  226/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9208, Loss: 0.0491
Epoch  18 Batch  227/1077 - Train Accuracy: 0.8688, Validation Accuracy: 0.9258, Loss: 0.0698
Epoch  18 Batch  228/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9276, Loss: 0.0497
Epoch  18 Batch  229/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9325, Loss: 0.0641
Epoch  18 Batch  230/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9247, Loss: 0.0540
Epoch  18 Batch  231/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9247, Loss: 0.0716
Epoch  18 Batch  232/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9158, Loss: 0.0514
Epoch  18 Batch  233/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9155, Loss: 0.0666
Epoch  18 Batch  234/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.9094, Loss: 0.0669
Epoch  18 Batch  235/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9077, Loss: 0.0599
Epoch  18 Batch  236/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9084, Loss: 0.0631
Epoch  18 Batch  237/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9023, Loss: 0.0478
Epoch  18 Batch  238/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9048, Loss: 0.0573
Epoch  18 Batch  239/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9123, Loss: 0.0434
Epoch  18 Batch  240/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9062, Loss: 0.0462
Epoch  18 Batch  241/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9066, Loss: 0.0480
Epoch  18 Batch  242/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8963, Loss: 0.0552
Epoch  18 Batch  243/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0642
Epoch  18 Batch  244/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9034, Loss: 0.0548
Epoch  18 Batch  245/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9098, Loss: 0.0569
Epoch  18 Batch  246/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9094, Loss: 0.0576
Epoch  18 Batch  247/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9002, Loss: 0.0575
Epoch  18 Batch  248/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9002, Loss: 0.0600
Epoch  18 Batch  249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9077, Loss: 0.0569
Epoch  18 Batch  250/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9098, Loss: 0.0538
Epoch  18 Batch  251/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9098, Loss: 0.0696
Epoch  18 Batch  252/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9119, Loss: 0.0649
Epoch  18 Batch  253/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9119, Loss: 0.0554
Epoch  18 Batch  254/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0614
Epoch  18 Batch  255/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8984, Loss: 0.0574
Epoch  18 Batch  256/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9123, Loss: 0.0873
Epoch  18 Batch  257/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9173, Loss: 0.0653
Epoch  18 Batch  258/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9190, Loss: 0.0560
Epoch  18 Batch  259/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0544
Epoch  18 Batch  260/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9052, Loss: 0.0558
Epoch  18 Batch  261/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9038, Loss: 0.0583
Epoch  18 Batch  262/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9041, Loss: 0.0519
Epoch  18 Batch  263/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9002, Loss: 0.0523
Epoch  18 Batch  264/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8981, Loss: 0.0651
Epoch  18 Batch  265/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9094, Loss: 0.0592
Epoch  18 Batch  266/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9009, Loss: 0.0628
Epoch  18 Batch  267/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9091, Loss: 0.0496
Epoch  18 Batch  268/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8999, Loss: 0.0644
Epoch  18 Batch  269/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8974, Loss: 0.0692
Epoch  18 Batch  270/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.8913, Loss: 0.0723
Epoch  18 Batch  271/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9041, Loss: 0.0557
Epoch  18 Batch  272/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9105, Loss: 0.0909
Epoch  18 Batch  273/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.8967, Loss: 0.0513
Epoch  18 Batch  274/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8963, Loss: 0.0623
Epoch  18 Batch  275/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.8984, Loss: 0.0620
Epoch  18 Batch  276/1077 - Train Accuracy: 0.8824, Validation Accuracy: 0.8984, Loss: 0.0823
Epoch  18 Batch  277/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.8984, Loss: 0.0519
Epoch  18 Batch  278/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.8984, Loss: 0.0679
Epoch  18 Batch  279/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9009, Loss: 0.0695
Epoch  18 Batch  280/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8956, Loss: 0.0617
Epoch  18 Batch  281/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9052, Loss: 0.0682
Epoch  18 Batch  282/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9002, Loss: 0.0761
Epoch  18 Batch  283/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9045, Loss: 0.0637
Epoch  18 Batch  284/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9070, Loss: 0.0623
Epoch  18 Batch  285/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8991, Loss: 0.0644
Epoch  18 Batch  286/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8888, Loss: 0.0551
Epoch  18 Batch  287/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8892, Loss: 0.0606
Epoch  18 Batch  288/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8857, Loss: 0.0694
Epoch  18 Batch  289/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8967, Loss: 0.0523
Epoch  18 Batch  290/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9013, Loss: 0.0761
Epoch  18 Batch  291/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.9031, Loss: 0.0816
Epoch  18 Batch  292/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9077, Loss: 0.0642
Epoch  18 Batch  293/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9062, Loss: 0.0627
Epoch  18 Batch  294/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9041, Loss: 0.0577
Epoch  18 Batch  295/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9052, Loss: 0.0743
Epoch  18 Batch  296/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9052, Loss: 0.0585
Epoch  18 Batch  297/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9052, Loss: 0.0631
Epoch  18 Batch  298/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9087, Loss: 0.0706
Epoch  18 Batch  299/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9073, Loss: 0.0647
Epoch  18 Batch  300/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9077, Loss: 0.0518
Epoch  18 Batch  301/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9066, Loss: 0.0528
Epoch  18 Batch  302/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9062, Loss: 0.0553
Epoch  18 Batch  303/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9091, Loss: 0.0653
Epoch  18 Batch  304/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9066, Loss: 0.0598
Epoch  18 Batch  305/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9034, Loss: 0.0594
Epoch  18 Batch  306/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9034, Loss: 0.0738
Epoch  18 Batch  307/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9023, Loss: 0.0588
Epoch  18 Batch  308/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8984, Loss: 0.0657
Epoch  18 Batch  309/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9087, Loss: 0.0473
Epoch  18 Batch  310/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8981, Loss: 0.0554
Epoch  18 Batch  311/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9013, Loss: 0.0540
Epoch  18 Batch  312/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9016, Loss: 0.0705
Epoch  18 Batch  313/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9002, Loss: 0.0518
Epoch  18 Batch  314/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9059, Loss: 0.0666
Epoch  18 Batch  315/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9062, Loss: 0.0492
Epoch  18 Batch  316/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9066, Loss: 0.0618
Epoch  18 Batch  317/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9002, Loss: 0.0625
Epoch  18 Batch  318/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0576
Epoch  18 Batch  319/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9052, Loss: 0.0705
Epoch  18 Batch  320/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9094, Loss: 0.0729
Epoch  18 Batch  321/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9038, Loss: 0.0532
Epoch  18 Batch  322/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.8988, Loss: 0.0554
Epoch  18 Batch  323/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9009, Loss: 0.0607
Epoch  18 Batch  324/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8942, Loss: 0.0568
Epoch  18 Batch  325/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8860, Loss: 0.0597
Epoch  18 Batch  326/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8825, Loss: 0.0496
Epoch  18 Batch  327/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8842, Loss: 0.0729
Epoch  18 Batch  328/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.8839, Loss: 0.0663
Epoch  18 Batch  329/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.8945, Loss: 0.0606
Epoch  18 Batch  330/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8995, Loss: 0.0727
Epoch  18 Batch  331/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9034, Loss: 0.0602
Epoch  18 Batch  332/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9055, Loss: 0.0428
Epoch  18 Batch  333/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9087, Loss: 0.0494
Epoch  18 Batch  334/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9098, Loss: 0.0588
Epoch  18 Batch  335/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9020, Loss: 0.0569
Epoch  18 Batch  336/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9126, Loss: 0.0949
Epoch  18 Batch  337/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.9137, Loss: 0.0713
Epoch  18 Batch  338/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9091, Loss: 0.0813
Epoch  18 Batch  339/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9105, Loss: 0.0521
Epoch  18 Batch  340/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9094, Loss: 0.0587
Epoch  18 Batch  341/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9016, Loss: 0.0845
Epoch  18 Batch  342/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9094, Loss: 0.0557
Epoch  18 Batch  343/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9048, Loss: 0.0635
Epoch  18 Batch  344/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9048, Loss: 0.0569
Epoch  18 Batch  345/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9116, Loss: 0.0545
Epoch  18 Batch  346/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9116, Loss: 0.0608
Epoch  18 Batch  347/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9165, Loss: 0.0464
Epoch  18 Batch  348/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9077, Loss: 0.0582
Epoch  18 Batch  349/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9165, Loss: 0.0572
Epoch  18 Batch  350/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9137, Loss: 0.0600
Epoch  18 Batch  351/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9077, Loss: 0.0632
Epoch  18 Batch  352/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9027, Loss: 0.0520
Epoch  18 Batch  353/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.8867, Loss: 0.0694
Epoch  18 Batch  354/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.8913, Loss: 0.0693
Epoch  18 Batch  355/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8857, Loss: 0.0609
Epoch  18 Batch  356/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8913, Loss: 0.0653
Epoch  18 Batch  357/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8885, Loss: 0.0573
Epoch  18 Batch  358/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.8892, Loss: 0.0661
Epoch  18 Batch  359/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.8910, Loss: 0.0582
Epoch  18 Batch  360/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9066, Loss: 0.0505
Epoch  18 Batch  361/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9009, Loss: 0.0539
Epoch  18 Batch  362/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.8988, Loss: 0.0743
Epoch  18 Batch  363/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9116, Loss: 0.0720
Epoch  18 Batch  364/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9027, Loss: 0.0755
Epoch  18 Batch  365/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9048, Loss: 0.0466
Epoch  18 Batch  366/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0573
Epoch  18 Batch  367/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9144, Loss: 0.0577
Epoch  18 Batch  368/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8988, Loss: 0.0593
Epoch  18 Batch  369/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9041, Loss: 0.0632
Epoch  18 Batch  370/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9041, Loss: 0.0525
Epoch  18 Batch  371/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9045, Loss: 0.0588
Epoch  18 Batch  372/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9077, Loss: 0.0543
Epoch  18 Batch  373/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8903, Loss: 0.0488
Epoch  18 Batch  374/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8899, Loss: 0.0604
Epoch  18 Batch  375/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8842, Loss: 0.0592
Epoch  18 Batch  376/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.8867, Loss: 0.0668
Epoch  18 Batch  377/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8999, Loss: 0.0596
Epoch  18 Batch  378/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8942, Loss: 0.0491
Epoch  18 Batch  379/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8888, Loss: 0.0731
Epoch  18 Batch  380/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8924, Loss: 0.0520
Epoch  18 Batch  381/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.8984, Loss: 0.0776
Epoch  18 Batch  382/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8888, Loss: 0.0804
Epoch  18 Batch  383/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8931, Loss: 0.0620
Epoch  18 Batch  384/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8956, Loss: 0.0533
Epoch  18 Batch  385/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8864, Loss: 0.0527
Epoch  18 Batch  386/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8839, Loss: 0.0588
Epoch  18 Batch  387/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8899, Loss: 0.0595
Epoch  18 Batch  388/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8899, Loss: 0.0730
Epoch  18 Batch  389/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8999, Loss: 0.0589
Epoch  18 Batch  390/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9020, Loss: 0.0801
Epoch  18 Batch  391/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8999, Loss: 0.0674
Epoch  18 Batch  392/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9006, Loss: 0.0673
Epoch  18 Batch  393/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9020, Loss: 0.0598
Epoch  18 Batch  394/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9091, Loss: 0.0601
Epoch  18 Batch  395/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9041, Loss: 0.0566
Epoch  18 Batch  396/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9102, Loss: 0.0667
Epoch  18 Batch  397/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9119, Loss: 0.0589
Epoch  18 Batch  398/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9119, Loss: 0.0628
Epoch  18 Batch  399/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9066, Loss: 0.0623
Epoch  18 Batch  400/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9055, Loss: 0.0637
Epoch  18 Batch  401/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8963, Loss: 0.0522
Epoch  18 Batch  402/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9016, Loss: 0.0518
Epoch  18 Batch  403/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9031, Loss: 0.0751
Epoch  18 Batch  404/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9031, Loss: 0.0578
Epoch  18 Batch  405/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8977, Loss: 0.0667
Epoch  18 Batch  406/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.8974, Loss: 0.0515
Epoch  18 Batch  407/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8995, Loss: 0.0659
Epoch  18 Batch  408/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8974, Loss: 0.0676
Epoch  18 Batch  409/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8945, Loss: 0.0660
Epoch  18 Batch  410/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8995, Loss: 0.0718
Epoch  18 Batch  411/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8988, Loss: 0.0611
Epoch  18 Batch  412/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8999, Loss: 0.0569
Epoch  18 Batch  413/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8974, Loss: 0.0573
Epoch  18 Batch  414/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.8938, Loss: 0.0579
Epoch  18 Batch  415/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8952, Loss: 0.0776
Epoch  18 Batch  416/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8967, Loss: 0.0636
Epoch  18 Batch  417/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0827
Epoch  18 Batch  418/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9084, Loss: 0.0606
Epoch  18 Batch  419/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0495
Epoch  18 Batch  420/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0520
Epoch  18 Batch  421/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9048, Loss: 0.0803
Epoch  18 Batch  422/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9045, Loss: 0.0547
Epoch  18 Batch  423/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8984, Loss: 0.0664
Epoch  18 Batch  424/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8977, Loss: 0.0575
Epoch  18 Batch  425/1077 - Train Accuracy: 0.8921, Validation Accuracy: 0.8960, Loss: 0.0509
Epoch  18 Batch  426/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9023, Loss: 0.0717
Epoch  18 Batch  427/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9023, Loss: 0.0497
Epoch  18 Batch  428/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8977, Loss: 0.0514
Epoch  18 Batch  429/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.8974, Loss: 0.0539
Epoch  18 Batch  430/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8974, Loss: 0.0578
Epoch  18 Batch  431/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8956, Loss: 0.0499
Epoch  18 Batch  432/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8952, Loss: 0.0624
Epoch  18 Batch  433/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9016, Loss: 0.0593
Epoch  18 Batch  434/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9041, Loss: 0.0644
Epoch  18 Batch  435/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9041, Loss: 0.0599
Epoch  18 Batch  436/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9041, Loss: 0.0614
Epoch  18 Batch  437/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9041, Loss: 0.0507
Epoch  18 Batch  438/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8974, Loss: 0.0549
Epoch  18 Batch  439/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9045, Loss: 0.0664
Epoch  18 Batch  440/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9041, Loss: 0.0781
Epoch  18 Batch  441/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9038, Loss: 0.0639
Epoch  18 Batch  442/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9016, Loss: 0.0609
Epoch  18 Batch  443/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8970, Loss: 0.0585
Epoch  18 Batch  444/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8984, Loss: 0.0617
Epoch  18 Batch  445/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.9031, Loss: 0.0666
Epoch  18 Batch  446/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9016, Loss: 0.0529
Epoch  18 Batch  447/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9077, Loss: 0.0647
Epoch  18 Batch  448/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9148, Loss: 0.0719
Epoch  18 Batch  449/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9031, Loss: 0.0712
Epoch  18 Batch  450/1077 - Train Accuracy: 0.8906, Validation Accuracy: 0.9027, Loss: 0.0679
Epoch  18 Batch  451/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9055, Loss: 0.0585
Epoch  18 Batch  452/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9055, Loss: 0.0570
Epoch  18 Batch  453/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9048, Loss: 0.0556
Epoch  18 Batch  454/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9066, Loss: 0.0796
Epoch  18 Batch  455/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9048, Loss: 0.0573
Epoch  18 Batch  456/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9006, Loss: 0.0645
Epoch  18 Batch  457/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9009, Loss: 0.0526
Epoch  18 Batch  458/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9027, Loss: 0.0679
Epoch  18 Batch  459/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9073, Loss: 0.0590
Epoch  18 Batch  460/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9073, Loss: 0.0621
Epoch  18 Batch  461/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9119, Loss: 0.0567
Epoch  18 Batch  462/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9169, Loss: 0.0679
Epoch  18 Batch  463/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9165, Loss: 0.0581
Epoch  18 Batch  464/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9137, Loss: 0.0568
Epoch  18 Batch  465/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9112, Loss: 0.0774
Epoch  18 Batch  466/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9158, Loss: 0.0549
Epoch  18 Batch  467/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9176, Loss: 0.0728
Epoch  18 Batch  468/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9155, Loss: 0.0626
Epoch  18 Batch  469/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0561
Epoch  18 Batch  470/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9134, Loss: 0.0609
Epoch  18 Batch  471/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9180, Loss: 0.0463
Epoch  18 Batch  472/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9130, Loss: 0.0506
Epoch  18 Batch  473/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0604
Epoch  18 Batch  474/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9119, Loss: 0.0599
Epoch  18 Batch  475/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9126, Loss: 0.0622
Epoch  18 Batch  476/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9130, Loss: 0.0476
Epoch  18 Batch  477/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9126, Loss: 0.0576
Epoch  18 Batch  478/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9105, Loss: 0.0583
Epoch  18 Batch  479/1077 - Train Accuracy: 0.8844, Validation Accuracy: 0.9105, Loss: 0.0711
Epoch  18 Batch  480/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9123, Loss: 0.0606
Epoch  18 Batch  481/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0545
Epoch  18 Batch  482/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9077, Loss: 0.0745
Epoch  18 Batch  483/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9077, Loss: 0.0682
Epoch  18 Batch  484/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9013, Loss: 0.0628
Epoch  18 Batch  485/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9062, Loss: 0.0618
Epoch  18 Batch  486/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9045, Loss: 0.0497
Epoch  18 Batch  487/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8995, Loss: 0.0599
Epoch  18 Batch  488/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.8970, Loss: 0.0488
Epoch  18 Batch  489/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9020, Loss: 0.0495
Epoch  18 Batch  490/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9080, Loss: 0.0567
Epoch  18 Batch  491/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9197, Loss: 0.0770
Epoch  18 Batch  492/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9165, Loss: 0.0618
Epoch  18 Batch  493/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9116, Loss: 0.0501
Epoch  18 Batch  494/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9144, Loss: 0.0472
Epoch  18 Batch  495/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9137, Loss: 0.0531
Epoch  18 Batch  496/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9137, Loss: 0.0582
Epoch  18 Batch  497/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9084, Loss: 0.0562
Epoch  18 Batch  498/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9084, Loss: 0.0572
Epoch  18 Batch  499/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9173, Loss: 0.0536
Epoch  18 Batch  500/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9137, Loss: 0.0489
Epoch  18 Batch  501/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0528
Epoch  18 Batch  502/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9169, Loss: 0.0643
Epoch  18 Batch  503/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9137, Loss: 0.0495
Epoch  18 Batch  504/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9162, Loss: 0.0565
Epoch  18 Batch  505/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9112, Loss: 0.0475
Epoch  18 Batch  506/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9098, Loss: 0.0618
Epoch  18 Batch  507/1077 - Train Accuracy: 0.8766, Validation Accuracy: 0.9027, Loss: 0.0683
Epoch  18 Batch  508/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9052, Loss: 0.0511
Epoch  18 Batch  509/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8984, Loss: 0.0605
Epoch  18 Batch  510/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9034, Loss: 0.0608
Epoch  18 Batch  511/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9041, Loss: 0.0619
Epoch  18 Batch  512/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9041, Loss: 0.0457
Epoch  18 Batch  513/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9091, Loss: 0.0595
Epoch  18 Batch  514/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9027, Loss: 0.0614
Epoch  18 Batch  515/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9045, Loss: 0.0678
Epoch  18 Batch  516/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9013, Loss: 0.0589
Epoch  18 Batch  517/1077 - Train Accuracy: 0.9010, Validation Accuracy: 0.9073, Loss: 0.0598
Epoch  18 Batch  518/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9176, Loss: 0.0538
Epoch  18 Batch  519/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9091, Loss: 0.0554
Epoch  18 Batch  520/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9116, Loss: 0.0547
Epoch  18 Batch  521/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9041, Loss: 0.0600
Epoch  18 Batch  522/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9020, Loss: 0.0718
Epoch  18 Batch  523/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9020, Loss: 0.0614
Epoch  18 Batch  524/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9151, Loss: 0.0641
Epoch  18 Batch  525/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9205, Loss: 0.0540
Epoch  18 Batch  526/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0536
Epoch  18 Batch  527/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9233, Loss: 0.0591
Epoch  18 Batch  528/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9183, Loss: 0.0584
Epoch  18 Batch  529/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9169, Loss: 0.0545
Epoch  18 Batch  530/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9229, Loss: 0.0595
Epoch  18 Batch  531/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9226, Loss: 0.0641
Epoch  18 Batch  532/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9205, Loss: 0.0729
Epoch  18 Batch  533/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9190, Loss: 0.0623
Epoch  18 Batch  534/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.9173, Loss: 0.0658
Epoch  18 Batch  535/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9197, Loss: 0.0611
Epoch  18 Batch  536/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9247, Loss: 0.0650
Epoch  18 Batch  537/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9254, Loss: 0.0540
Epoch  18 Batch  538/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9194, Loss: 0.0472
Epoch  18 Batch  539/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9180, Loss: 0.0680
Epoch  18 Batch  540/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9137, Loss: 0.0519
Epoch  18 Batch  541/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9070, Loss: 0.0567
Epoch  18 Batch  542/1077 - Train Accuracy: 0.8930, Validation Accuracy: 0.9041, Loss: 0.0571
Epoch  18 Batch  543/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9006, Loss: 0.0563
Epoch  18 Batch  544/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9027, Loss: 0.0439
Epoch  18 Batch  545/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9048, Loss: 0.0636
Epoch  18 Batch  546/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0645
Epoch  18 Batch  547/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9031, Loss: 0.0505
Epoch  18 Batch  548/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9027, Loss: 0.0704
Epoch  18 Batch  549/1077 - Train Accuracy: 0.8598, Validation Accuracy: 0.9077, Loss: 0.0742
Epoch  18 Batch  550/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9077, Loss: 0.0586
Epoch  18 Batch  551/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9130, Loss: 0.0686
Epoch  18 Batch  552/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9073, Loss: 0.0692
Epoch  18 Batch  553/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9087, Loss: 0.0699
Epoch  18 Batch  554/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9013, Loss: 0.0574
Epoch  18 Batch  555/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9009, Loss: 0.0562
Epoch  18 Batch  556/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8960, Loss: 0.0498
Epoch  18 Batch  557/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0561
Epoch  18 Batch  558/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9013, Loss: 0.0482
Epoch  18 Batch  559/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0586
Epoch  18 Batch  560/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8999, Loss: 0.0609
Epoch  18 Batch  561/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.8999, Loss: 0.0544
Epoch  18 Batch  562/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8945, Loss: 0.0517
Epoch  18 Batch  563/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.8942, Loss: 0.0637
Epoch  18 Batch  564/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9073, Loss: 0.0698
Epoch  18 Batch  565/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9141, Loss: 0.0692
Epoch  18 Batch  566/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9070, Loss: 0.0686
Epoch  18 Batch  567/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9070, Loss: 0.0580
Epoch  18 Batch  568/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0623
Epoch  18 Batch  569/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8984, Loss: 0.0627
Epoch  18 Batch  570/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8995, Loss: 0.0661
Epoch  18 Batch  571/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.8995, Loss: 0.0516
Epoch  18 Batch  572/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8995, Loss: 0.0593
Epoch  18 Batch  573/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.8995, Loss: 0.0791
Epoch  18 Batch  574/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9006, Loss: 0.0595
Epoch  18 Batch  575/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9009, Loss: 0.0505
Epoch  18 Batch  576/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8970, Loss: 0.0540
Epoch  18 Batch  577/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8960, Loss: 0.0546
Epoch  18 Batch  578/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8960, Loss: 0.0555
Epoch  18 Batch  579/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9002, Loss: 0.0598
Epoch  18 Batch  580/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8995, Loss: 0.0487
Epoch  18 Batch  581/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9087, Loss: 0.0482
Epoch  18 Batch  582/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9091, Loss: 0.0521
Epoch  18 Batch  583/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9052, Loss: 0.0669
Epoch  18 Batch  584/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.8952, Loss: 0.0603
Epoch  18 Batch  585/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9013, Loss: 0.0459
Epoch  18 Batch  586/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9031, Loss: 0.0508
Epoch  18 Batch  587/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9073, Loss: 0.0583
Epoch  18 Batch  588/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9055, Loss: 0.0547
Epoch  18 Batch  589/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9070, Loss: 0.0562
Epoch  18 Batch  590/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.9077, Loss: 0.0658
Epoch  18 Batch  591/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.9080, Loss: 0.0572
Epoch  18 Batch  592/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8970, Loss: 0.0660
Epoch  18 Batch  593/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.8913, Loss: 0.0714
Epoch  18 Batch  594/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8860, Loss: 0.0659
Epoch  18 Batch  595/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8906, Loss: 0.0536
Epoch  18 Batch  596/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9009, Loss: 0.0602
Epoch  18 Batch  597/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8931, Loss: 0.0575
Epoch  18 Batch  598/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8999, Loss: 0.0612
Epoch  18 Batch  599/1077 - Train Accuracy: 0.8676, Validation Accuracy: 0.9048, Loss: 0.0869
Epoch  18 Batch  600/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9070, Loss: 0.0628
Epoch  18 Batch  601/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9077, Loss: 0.0636
Epoch  18 Batch  602/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0645
Epoch  18 Batch  603/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9080, Loss: 0.0646
Epoch  18 Batch  604/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9020, Loss: 0.0755
Epoch  18 Batch  605/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.8956, Loss: 0.0726
Epoch  18 Batch  606/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8903, Loss: 0.0514
Epoch  18 Batch  607/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8945, Loss: 0.0638
Epoch  18 Batch  608/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8917, Loss: 0.0700
Epoch  18 Batch  609/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9045, Loss: 0.0642
Epoch  18 Batch  610/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.9091, Loss: 0.0749
Epoch  18 Batch  611/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9038, Loss: 0.0637
Epoch  18 Batch  612/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.8903, Loss: 0.0483
Epoch  18 Batch  613/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8974, Loss: 0.0767
Epoch  18 Batch  614/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8931, Loss: 0.0642
Epoch  18 Batch  615/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8995, Loss: 0.0505
Epoch  18 Batch  616/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8920, Loss: 0.0596
Epoch  18 Batch  617/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8974, Loss: 0.0624
Epoch  18 Batch  618/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8974, Loss: 0.0636
Epoch  18 Batch  619/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9059, Loss: 0.0479
Epoch  18 Batch  620/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8917, Loss: 0.0539
Epoch  18 Batch  621/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8924, Loss: 0.0588
Epoch  18 Batch  622/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.8963, Loss: 0.0622
Epoch  18 Batch  623/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9084, Loss: 0.0652
Epoch  18 Batch  624/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8984, Loss: 0.0593
Epoch  18 Batch  625/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9009, Loss: 0.0588
Epoch  18 Batch  626/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9048, Loss: 0.0531
Epoch  18 Batch  627/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9048, Loss: 0.0555
Epoch  18 Batch  628/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9045, Loss: 0.0597
Epoch  18 Batch  629/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9048, Loss: 0.0625
Epoch  18 Batch  630/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9105, Loss: 0.0567
Epoch  18 Batch  631/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9134, Loss: 0.0640
Epoch  18 Batch  632/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9130, Loss: 0.0558
Epoch  18 Batch  633/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9023, Loss: 0.0568
Epoch  18 Batch  634/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8967, Loss: 0.0479
Epoch  18 Batch  635/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8984, Loss: 0.0670
Epoch  18 Batch  636/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9034, Loss: 0.0570
Epoch  18 Batch  637/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9109, Loss: 0.0638
Epoch  18 Batch  638/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9048, Loss: 0.0522
Epoch  18 Batch  639/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9031, Loss: 0.0684
Epoch  18 Batch  640/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9038, Loss: 0.0515
Epoch  18 Batch  641/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9062, Loss: 0.0542
Epoch  18 Batch  642/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9066, Loss: 0.0536
Epoch  18 Batch  643/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9084, Loss: 0.0514
Epoch  18 Batch  644/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9098, Loss: 0.0583
Epoch  18 Batch  645/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9151, Loss: 0.0582
Epoch  18 Batch  646/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9158, Loss: 0.0518
Epoch  18 Batch  647/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9080, Loss: 0.0675
Epoch  18 Batch  648/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.8967, Loss: 0.0477
Epoch  18 Batch  649/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.8960, Loss: 0.0619
Epoch  18 Batch  650/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8945, Loss: 0.0541
Epoch  18 Batch  651/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8935, Loss: 0.0602
Epoch  18 Batch  652/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8949, Loss: 0.0603
Epoch  18 Batch  653/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9062, Loss: 0.0673
Epoch  18 Batch  654/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9087, Loss: 0.0567
Epoch  18 Batch  655/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.9084, Loss: 0.0776
Epoch  18 Batch  656/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9070, Loss: 0.0573
Epoch  18 Batch  657/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.8885, Loss: 0.0622
Epoch  18 Batch  658/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8949, Loss: 0.0443
Epoch  18 Batch  659/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9045, Loss: 0.0674
Epoch  18 Batch  660/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9098, Loss: 0.0584
Epoch  18 Batch  661/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9023, Loss: 0.0606
Epoch  18 Batch  662/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8974, Loss: 0.0509
Epoch  18 Batch  663/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9034, Loss: 0.0505
Epoch  18 Batch  664/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8917, Loss: 0.0641
Epoch  18 Batch  665/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8967, Loss: 0.0524
Epoch  18 Batch  666/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8942, Loss: 0.0588
Epoch  18 Batch  667/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8949, Loss: 0.0637
Epoch  18 Batch  668/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8984, Loss: 0.0530
Epoch  18 Batch  669/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8981, Loss: 0.0528
Epoch  18 Batch  670/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8899, Loss: 0.0567
Epoch  18 Batch  671/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8938, Loss: 0.0661
Epoch  18 Batch  672/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8888, Loss: 0.0534
Epoch  18 Batch  673/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8835, Loss: 0.0636
Epoch  18 Batch  674/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8842, Loss: 0.0565
Epoch  18 Batch  675/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.8970, Loss: 0.0607
Epoch  18 Batch  676/1077 - Train Accuracy: 0.8869, Validation Accuracy: 0.9023, Loss: 0.0520
Epoch  18 Batch  677/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9009, Loss: 0.0714
Epoch  18 Batch  678/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9009, Loss: 0.0513
Epoch  18 Batch  679/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9013, Loss: 0.0596
Epoch  18 Batch  680/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9006, Loss: 0.0641
Epoch  18 Batch  681/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9066, Loss: 0.0536
Epoch  18 Batch  682/1077 - Train Accuracy: 0.8809, Validation Accuracy: 0.9066, Loss: 0.0648
Epoch  18 Batch  683/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9091, Loss: 0.0546
Epoch  18 Batch  684/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0495
Epoch  18 Batch  685/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9102, Loss: 0.0646
Epoch  18 Batch  686/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9084, Loss: 0.0503
Epoch  18 Batch  687/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9130, Loss: 0.0614
Epoch  18 Batch  688/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9134, Loss: 0.0547
Epoch  18 Batch  689/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0482
Epoch  18 Batch  690/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9077, Loss: 0.0592
Epoch  18 Batch  691/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9077, Loss: 0.0610
Epoch  18 Batch  692/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9045, Loss: 0.0494
Epoch  18 Batch  693/1077 - Train Accuracy: 0.8845, Validation Accuracy: 0.9013, Loss: 0.0843
Epoch  18 Batch  694/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8991, Loss: 0.0588
Epoch  18 Batch  695/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9016, Loss: 0.0530
Epoch  18 Batch  696/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8981, Loss: 0.0639
Epoch  18 Batch  697/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8981, Loss: 0.0502
Epoch  18 Batch  698/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9006, Loss: 0.0538
Epoch  18 Batch  699/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9045, Loss: 0.0537
Epoch  18 Batch  700/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9062, Loss: 0.0501
Epoch  18 Batch  701/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9130, Loss: 0.0676
Epoch  18 Batch  702/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9123, Loss: 0.0742
Epoch  18 Batch  703/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9173, Loss: 0.0584
Epoch  18 Batch  704/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0732
Epoch  18 Batch  705/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9123, Loss: 0.0669
Epoch  18 Batch  706/1077 - Train Accuracy: 0.8791, Validation Accuracy: 0.9059, Loss: 0.0724
Epoch  18 Batch  707/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9066, Loss: 0.0675
Epoch  18 Batch  708/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9084, Loss: 0.0585
Epoch  18 Batch  709/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9052, Loss: 0.0757
Epoch  18 Batch  710/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8995, Loss: 0.0485
Epoch  18 Batch  711/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9066, Loss: 0.0705
Epoch  18 Batch  712/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9062, Loss: 0.0547
Epoch  18 Batch  713/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9059, Loss: 0.0556
Epoch  18 Batch  714/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9023, Loss: 0.0629
Epoch  18 Batch  715/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9006, Loss: 0.0615
Epoch  18 Batch  716/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.8920, Loss: 0.0496
Epoch  18 Batch  717/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.8967, Loss: 0.0539
Epoch  18 Batch  718/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8942, Loss: 0.0582
Epoch  18 Batch  719/1077 - Train Accuracy: 0.9007, Validation Accuracy: 0.8938, Loss: 0.0602
Epoch  18 Batch  720/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8970, Loss: 0.0651
Epoch  18 Batch  721/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9055, Loss: 0.0639
Epoch  18 Batch  722/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9052, Loss: 0.0468
Epoch  18 Batch  723/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9048, Loss: 0.0656
Epoch  18 Batch  724/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9070, Loss: 0.0569
Epoch  18 Batch  725/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9045, Loss: 0.0476
Epoch  18 Batch  726/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8977, Loss: 0.0604
Epoch  18 Batch  727/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8999, Loss: 0.0544
Epoch  18 Batch  728/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.8995, Loss: 0.0742
Epoch  18 Batch  729/1077 - Train Accuracy: 0.8938, Validation Accuracy: 0.8977, Loss: 0.0694
Epoch  18 Batch  730/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8970, Loss: 0.0754
Epoch  18 Batch  731/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9116, Loss: 0.0617
Epoch  18 Batch  732/1077 - Train Accuracy: 0.8803, Validation Accuracy: 0.9180, Loss: 0.0663
Epoch  18 Batch  733/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9183, Loss: 0.0646
Epoch  18 Batch  734/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9162, Loss: 0.0667
Epoch  18 Batch  735/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9162, Loss: 0.0516
Epoch  18 Batch  736/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9162, Loss: 0.0500
Epoch  18 Batch  737/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9226, Loss: 0.0642
Epoch  18 Batch  738/1077 - Train Accuracy: 0.9294, Validation Accuracy: 0.9222, Loss: 0.0424
Epoch  18 Batch  739/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9208, Loss: 0.0567
Epoch  18 Batch  740/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9141, Loss: 0.0454
Epoch  18 Batch  741/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9180, Loss: 0.0655
Epoch  18 Batch  742/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9173, Loss: 0.0561
Epoch  18 Batch  743/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9183, Loss: 0.0591
Epoch  18 Batch  744/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9190, Loss: 0.0569
Epoch  18 Batch  745/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9123, Loss: 0.0620
Epoch  18 Batch  746/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8991, Loss: 0.0560
Epoch  18 Batch  747/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9002, Loss: 0.0485
Epoch  18 Batch  748/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8974, Loss: 0.0486
Epoch  18 Batch  749/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9052, Loss: 0.0606
Epoch  18 Batch  750/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0564
Epoch  18 Batch  751/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9013, Loss: 0.0585
Epoch  18 Batch  752/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9016, Loss: 0.0570
Epoch  18 Batch  753/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8945, Loss: 0.0544
Epoch  18 Batch  754/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8885, Loss: 0.0669
Epoch  18 Batch  755/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.8945, Loss: 0.0684
Epoch  18 Batch  756/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8942, Loss: 0.0575
Epoch  18 Batch  757/1077 - Train Accuracy: 0.9042, Validation Accuracy: 0.8917, Loss: 0.0687
Epoch  18 Batch  758/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8960, Loss: 0.0458
Epoch  18 Batch  759/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8988, Loss: 0.0511
Epoch  18 Batch  760/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9102, Loss: 0.0649
Epoch  18 Batch  761/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9013, Loss: 0.0594
Epoch  18 Batch  762/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8988, Loss: 0.0553
Epoch  18 Batch  763/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8984, Loss: 0.0583
Epoch  18 Batch  764/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9052, Loss: 0.0562
Epoch  18 Batch  765/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9084, Loss: 0.0644
Epoch  18 Batch  766/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9048, Loss: 0.0665
Epoch  18 Batch  767/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0556
Epoch  18 Batch  768/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9137, Loss: 0.0547
Epoch  18 Batch  769/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9091, Loss: 0.0593
Epoch  18 Batch  770/1077 - Train Accuracy: 0.8888, Validation Accuracy: 0.9148, Loss: 0.0574
Epoch  18 Batch  771/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9194, Loss: 0.0616
Epoch  18 Batch  772/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9080, Loss: 0.0535
Epoch  18 Batch  773/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0532
Epoch  18 Batch  774/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9098, Loss: 0.0639
Epoch  18 Batch  775/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9109, Loss: 0.0590
Epoch  18 Batch  776/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9038, Loss: 0.0517
Epoch  18 Batch  777/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9013, Loss: 0.0568
Epoch  18 Batch  778/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9031, Loss: 0.0553
Epoch  18 Batch  779/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8995, Loss: 0.0557
Epoch  18 Batch  780/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9041, Loss: 0.0774
Epoch  18 Batch  781/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9080, Loss: 0.0444
Epoch  18 Batch  782/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9034, Loss: 0.0509
Epoch  18 Batch  783/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9119, Loss: 0.0657
Epoch  18 Batch  784/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9162, Loss: 0.0423
Epoch  18 Batch  785/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9134, Loss: 0.0523
Epoch  18 Batch  786/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9084, Loss: 0.0549
Epoch  18 Batch  787/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8974, Loss: 0.0563
Epoch  18 Batch  788/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8977, Loss: 0.0552
Epoch  18 Batch  789/1077 - Train Accuracy: 0.9001, Validation Accuracy: 0.8938, Loss: 0.0593
Epoch  18 Batch  790/1077 - Train Accuracy: 0.8797, Validation Accuracy: 0.8960, Loss: 0.0647
Epoch  18 Batch  791/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8970, Loss: 0.0701
Epoch  18 Batch  792/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9080, Loss: 0.0631
Epoch  18 Batch  793/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9098, Loss: 0.0620
Epoch  18 Batch  794/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9094, Loss: 0.0556
Epoch  18 Batch  795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0657
Epoch  18 Batch  796/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9151, Loss: 0.0598
Epoch  18 Batch  797/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9070, Loss: 0.0551
Epoch  18 Batch  798/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9009, Loss: 0.0588
Epoch  18 Batch  799/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.8924, Loss: 0.0742
Epoch  18 Batch  800/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9027, Loss: 0.0500
Epoch  18 Batch  801/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8988, Loss: 0.0586
Epoch  18 Batch  802/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8991, Loss: 0.0633
Epoch  18 Batch  803/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9091, Loss: 0.0567
Epoch  18 Batch  804/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9006, Loss: 0.0509
Epoch  18 Batch  805/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9006, Loss: 0.0627
Epoch  18 Batch  806/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0506
Epoch  18 Batch  807/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8956, Loss: 0.0475
Epoch  18 Batch  808/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9027, Loss: 0.0754
Epoch  18 Batch  809/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9009, Loss: 0.0818
Epoch  18 Batch  810/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.9048, Loss: 0.0556
Epoch  18 Batch  811/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9062, Loss: 0.0565
Epoch  18 Batch  812/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9020, Loss: 0.0647
Epoch  18 Batch  813/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9016, Loss: 0.0579
Epoch  18 Batch  814/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.8952, Loss: 0.0663
Epoch  18 Batch  815/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8991, Loss: 0.0588
Epoch  18 Batch  816/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9059, Loss: 0.0646
Epoch  18 Batch  817/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9098, Loss: 0.0590
Epoch  18 Batch  818/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9119, Loss: 0.0583
Epoch  18 Batch  819/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9119, Loss: 0.0543
Epoch  18 Batch  820/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9144, Loss: 0.0552
Epoch  18 Batch  821/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9162, Loss: 0.0552
Epoch  18 Batch  822/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0573
Epoch  18 Batch  823/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9141, Loss: 0.0519
Epoch  18 Batch  824/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9119, Loss: 0.0630
Epoch  18 Batch  825/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9094, Loss: 0.0546
Epoch  18 Batch  826/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9041, Loss: 0.0543
Epoch  18 Batch  827/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9016, Loss: 0.0595
Epoch  18 Batch  828/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9013, Loss: 0.0464
Epoch  18 Batch  829/1077 - Train Accuracy: 0.8727, Validation Accuracy: 0.9013, Loss: 0.0696
Epoch  18 Batch  830/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.9020, Loss: 0.0659
Epoch  18 Batch  831/1077 - Train Accuracy: 0.8637, Validation Accuracy: 0.9105, Loss: 0.0601
Epoch  18 Batch  832/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9077, Loss: 0.0531
Epoch  18 Batch  833/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9070, Loss: 0.0606
Epoch  18 Batch  834/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9087, Loss: 0.0607
Epoch  18 Batch  835/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9013, Loss: 0.0669
Epoch  18 Batch  836/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0610
Epoch  18 Batch  837/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9062, Loss: 0.0718
Epoch  18 Batch  838/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9087, Loss: 0.0566
Epoch  18 Batch  839/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9045, Loss: 0.0523
Epoch  18 Batch  840/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9041, Loss: 0.0539
Epoch  18 Batch  841/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9002, Loss: 0.0716
Epoch  18 Batch  842/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9031, Loss: 0.0559
Epoch  18 Batch  843/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9062, Loss: 0.0542
Epoch  18 Batch  844/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9073, Loss: 0.0538
Epoch  18 Batch  845/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9066, Loss: 0.0539
Epoch  18 Batch  846/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9052, Loss: 0.0737
Epoch  18 Batch  847/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9158, Loss: 0.0657
Epoch  18 Batch  848/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9048, Loss: 0.0482
Epoch  18 Batch  849/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9066, Loss: 0.0448
Epoch  18 Batch  850/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9162, Loss: 0.0784
Epoch  18 Batch  851/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9141, Loss: 0.0632
Epoch  18 Batch  852/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9137, Loss: 0.0760
Epoch  18 Batch  853/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0576
Epoch  18 Batch  854/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9102, Loss: 0.0682
Epoch  18 Batch  855/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9197, Loss: 0.0667
Epoch  18 Batch  856/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0608
Epoch  18 Batch  857/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8952, Loss: 0.0569
Epoch  18 Batch  858/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8910, Loss: 0.0569
Epoch  18 Batch  859/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9016, Loss: 0.0618
Epoch  18 Batch  860/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.8974, Loss: 0.0583
Epoch  18 Batch  861/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8920, Loss: 0.0593
Epoch  18 Batch  862/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8938, Loss: 0.0621
Epoch  18 Batch  863/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8938, Loss: 0.0536
Epoch  18 Batch  864/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8888, Loss: 0.0594
Epoch  18 Batch  865/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9045, Loss: 0.0575
Epoch  18 Batch  866/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9045, Loss: 0.0618
Epoch  18 Batch  867/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9041, Loss: 0.1128
Epoch  18 Batch  868/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9105, Loss: 0.0612
Epoch  18 Batch  869/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9062, Loss: 0.0587
Epoch  18 Batch  870/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9031, Loss: 0.0658
Epoch  18 Batch  871/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9013, Loss: 0.0479
Epoch  18 Batch  872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9009, Loss: 0.0575
Epoch  18 Batch  873/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9023, Loss: 0.0608
Epoch  18 Batch  874/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9055, Loss: 0.0627
Epoch  18 Batch  875/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9052, Loss: 0.0598
Epoch  18 Batch  876/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8999, Loss: 0.0526
Epoch  18 Batch  877/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8999, Loss: 0.0533
Epoch  18 Batch  878/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9087, Loss: 0.0596
Epoch  18 Batch  879/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9052, Loss: 0.0459
Epoch  18 Batch  880/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9059, Loss: 0.0678
Epoch  18 Batch  881/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9027, Loss: 0.0611
Epoch  18 Batch  882/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8935, Loss: 0.0676
Epoch  18 Batch  883/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.8981, Loss: 0.0806
Epoch  18 Batch  884/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8977, Loss: 0.0562
Epoch  18 Batch  885/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.8981, Loss: 0.0485
Epoch  18 Batch  886/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9070, Loss: 0.0562
Epoch  18 Batch  887/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9073, Loss: 0.0729
Epoch  18 Batch  888/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9102, Loss: 0.0610
Epoch  18 Batch  889/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9102, Loss: 0.0609
Epoch  18 Batch  890/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9151, Loss: 0.0589
Epoch  18 Batch  891/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9130, Loss: 0.0545
Epoch  18 Batch  892/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9119, Loss: 0.0490
Epoch  18 Batch  893/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9034, Loss: 0.0624
Epoch  18 Batch  894/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9020, Loss: 0.0550
Epoch  18 Batch  895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9041, Loss: 0.0563
Epoch  18 Batch  896/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8942, Loss: 0.0593
Epoch  18 Batch  897/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.8860, Loss: 0.0496
Epoch  18 Batch  898/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8935, Loss: 0.0543
Epoch  18 Batch  899/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8974, Loss: 0.0650
Epoch  18 Batch  900/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8913, Loss: 0.0616
Epoch  18 Batch  901/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9062, Loss: 0.0725
Epoch  18 Batch  902/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9070, Loss: 0.0700
Epoch  18 Batch  903/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9169, Loss: 0.0534
Epoch  18 Batch  904/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9087, Loss: 0.0530
Epoch  18 Batch  905/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0516
Epoch  18 Batch  906/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9144, Loss: 0.0503
Epoch  18 Batch  907/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0580
Epoch  18 Batch  908/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9187, Loss: 0.0662
Epoch  18 Batch  909/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9144, Loss: 0.0662
Epoch  18 Batch  910/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9134, Loss: 0.0630
Epoch  18 Batch  911/1077 - Train Accuracy: 0.9162, Validation Accuracy: 0.9073, Loss: 0.0761
Epoch  18 Batch  912/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9091, Loss: 0.0554
Epoch  18 Batch  913/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0731
Epoch  18 Batch  914/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9109, Loss: 0.0932
Epoch  18 Batch  915/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.9300, Loss: 0.0502
Epoch  18 Batch  916/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9244, Loss: 0.0623
Epoch  18 Batch  917/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9244, Loss: 0.0545
Epoch  18 Batch  918/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9183, Loss: 0.0559
Epoch  18 Batch  919/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0483
Epoch  18 Batch  920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9261, Loss: 0.0560
Epoch  18 Batch  921/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9268, Loss: 0.0622
Epoch  18 Batch  922/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9148, Loss: 0.0610
Epoch  18 Batch  923/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9165, Loss: 0.0471
Epoch  18 Batch  924/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0719
Epoch  18 Batch  925/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9087, Loss: 0.0481
Epoch  18 Batch  926/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9020, Loss: 0.0633
Epoch  18 Batch  927/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.9023, Loss: 0.0663
Epoch  18 Batch  928/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0537
Epoch  18 Batch  929/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9002, Loss: 0.0582
Epoch  18 Batch  930/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0483
Epoch  18 Batch  931/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9119, Loss: 0.0596
Epoch  18 Batch  932/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9119, Loss: 0.0533
Epoch  18 Batch  933/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9119, Loss: 0.0548
Epoch  18 Batch  934/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9105, Loss: 0.0501
Epoch  18 Batch  935/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9087, Loss: 0.0540
Epoch  18 Batch  936/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9087, Loss: 0.0623
Epoch  18 Batch  937/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8977, Loss: 0.0713
Epoch  18 Batch  938/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8942, Loss: 0.0633
Epoch  18 Batch  939/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8999, Loss: 0.0668
Epoch  18 Batch  940/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8974, Loss: 0.0475
Epoch  18 Batch  941/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8984, Loss: 0.0487
Epoch  18 Batch  942/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8942, Loss: 0.0649
Epoch  18 Batch  943/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9066, Loss: 0.0557
Epoch  18 Batch  944/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9020, Loss: 0.0495
Epoch  18 Batch  945/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.8970, Loss: 0.0427
Epoch  18 Batch  946/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8920, Loss: 0.0491
Epoch  18 Batch  947/1077 - Train Accuracy: 0.8956, Validation Accuracy: 0.8917, Loss: 0.0668
Epoch  18 Batch  948/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8892, Loss: 0.0586
Epoch  18 Batch  949/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8874, Loss: 0.0450
Epoch  18 Batch  950/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8949, Loss: 0.0508
Epoch  18 Batch  951/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.9031, Loss: 0.0645
Epoch  18 Batch  952/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9031, Loss: 0.0435
Epoch  18 Batch  953/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8977, Loss: 0.0461
Epoch  18 Batch  954/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.8928, Loss: 0.0625
Epoch  18 Batch  955/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8935, Loss: 0.0658
Epoch  18 Batch  956/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9077, Loss: 0.0578
Epoch  18 Batch  957/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9119, Loss: 0.0451
Epoch  18 Batch  958/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9123, Loss: 0.0627
Epoch  18 Batch  959/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0650
Epoch  18 Batch  960/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0565
Epoch  18 Batch  961/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9109, Loss: 0.0492
Epoch  18 Batch  962/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0531
Epoch  18 Batch  963/1077 - Train Accuracy: 0.9188, Validation Accuracy: 0.9045, Loss: 0.0700
Epoch  18 Batch  964/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8981, Loss: 0.0478
Epoch  18 Batch  965/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.8981, Loss: 0.0700
Epoch  18 Batch  966/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9098, Loss: 0.0455
Epoch  18 Batch  967/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9098, Loss: 0.0640
Epoch  18 Batch  968/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9116, Loss: 0.0731
Epoch  18 Batch  969/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0673
Epoch  18 Batch  970/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9165, Loss: 0.0564
Epoch  18 Batch  971/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9112, Loss: 0.0654
Epoch  18 Batch  972/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9134, Loss: 0.0588
Epoch  18 Batch  973/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9116, Loss: 0.0447
Epoch  18 Batch  974/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9077, Loss: 0.0506
Epoch  18 Batch  975/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9034, Loss: 0.0559
Epoch  18 Batch  976/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8981, Loss: 0.0508
Epoch  18 Batch  977/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9066, Loss: 0.0475
Epoch  18 Batch  978/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9023, Loss: 0.0591
Epoch  18 Batch  979/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9006, Loss: 0.0556
Epoch  18 Batch  980/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9006, Loss: 0.0595
Epoch  18 Batch  981/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8988, Loss: 0.0608
Epoch  18 Batch  982/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8988, Loss: 0.0608
Epoch  18 Batch  983/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8931, Loss: 0.0632
Epoch  18 Batch  984/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.8928, Loss: 0.0605
Epoch  18 Batch  985/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8938, Loss: 0.0514
Epoch  18 Batch  986/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8991, Loss: 0.0548
Epoch  18 Batch  987/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8984, Loss: 0.0508
Epoch  18 Batch  988/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9041, Loss: 0.0656
Epoch  18 Batch  989/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9020, Loss: 0.0671
Epoch  18 Batch  990/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9094, Loss: 0.0666
Epoch  18 Batch  991/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9038, Loss: 0.0559
Epoch  18 Batch  992/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9183, Loss: 0.0546
Epoch  18 Batch  993/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9134, Loss: 0.0401
Epoch  18 Batch  994/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9187, Loss: 0.0479
Epoch  18 Batch  995/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9158, Loss: 0.0527
Epoch  18 Batch  996/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9134, Loss: 0.0524
Epoch  18 Batch  997/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9126, Loss: 0.0594
Epoch  18 Batch  998/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9165, Loss: 0.0556
Epoch  18 Batch  999/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9194, Loss: 0.0648
Epoch  18 Batch 1000/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9190, Loss: 0.0591
Epoch  18 Batch 1001/1077 - Train Accuracy: 0.9261, Validation Accuracy: 0.9102, Loss: 0.0424
Epoch  18 Batch 1002/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9087, Loss: 0.0442
Epoch  18 Batch 1003/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9027, Loss: 0.0541
Epoch  18 Batch 1004/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0621
Epoch  18 Batch 1005/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9059, Loss: 0.0562
Epoch  18 Batch 1006/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9013, Loss: 0.0451
Epoch  18 Batch 1007/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8970, Loss: 0.0459
Epoch  18 Batch 1008/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9038, Loss: 0.0584
Epoch  18 Batch 1009/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9006, Loss: 0.0414
Epoch  18 Batch 1010/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9162, Loss: 0.0513
Epoch  18 Batch 1011/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9066, Loss: 0.0551
Epoch  18 Batch 1012/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9123, Loss: 0.0404
Epoch  18 Batch 1013/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9126, Loss: 0.0428
Epoch  18 Batch 1014/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9126, Loss: 0.0466
Epoch  18 Batch 1015/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9151, Loss: 0.0742
Epoch  18 Batch 1016/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.9205, Loss: 0.0588
Epoch  18 Batch 1017/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9212, Loss: 0.0492
Epoch  18 Batch 1018/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9205, Loss: 0.0598
Epoch  18 Batch 1019/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9141, Loss: 0.0708
Epoch  18 Batch 1020/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0519
Epoch  18 Batch 1021/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9073, Loss: 0.0590
Epoch  18 Batch 1022/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9123, Loss: 0.0497
Epoch  18 Batch 1023/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9038, Loss: 0.0564
Epoch  18 Batch 1024/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9098, Loss: 0.0618
Epoch  18 Batch 1025/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9116, Loss: 0.0570
Epoch  18 Batch 1026/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9119, Loss: 0.0601
Epoch  18 Batch 1027/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9070, Loss: 0.0522
Epoch  18 Batch 1028/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9066, Loss: 0.0546
Epoch  18 Batch 1029/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9116, Loss: 0.0467
Epoch  18 Batch 1030/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9105, Loss: 0.0526
Epoch  18 Batch 1031/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9208, Loss: 0.0622
Epoch  18 Batch 1032/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9183, Loss: 0.0728
Epoch  18 Batch 1033/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.9137, Loss: 0.0596
Epoch  18 Batch 1034/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9112, Loss: 0.0593
Epoch  18 Batch 1035/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9066, Loss: 0.0447
Epoch  18 Batch 1036/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9094, Loss: 0.0795
Epoch  18 Batch 1037/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9087, Loss: 0.0563
Epoch  18 Batch 1038/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9091, Loss: 0.0669
Epoch  18 Batch 1039/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9016, Loss: 0.0518
Epoch  18 Batch 1040/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9048, Loss: 0.0622
Epoch  18 Batch 1041/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9066, Loss: 0.0644
Epoch  18 Batch 1042/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9084, Loss: 0.0531
Epoch  18 Batch 1043/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9023, Loss: 0.0797
Epoch  18 Batch 1044/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9045, Loss: 0.0665
Epoch  18 Batch 1045/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8945, Loss: 0.0603
Epoch  18 Batch 1046/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8906, Loss: 0.0474
Epoch  18 Batch 1047/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.8991, Loss: 0.0466
Epoch  18 Batch 1048/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8920, Loss: 0.0586
Epoch  18 Batch 1049/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.8977, Loss: 0.0607
Epoch  18 Batch 1050/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8963, Loss: 0.0491
Epoch  18 Batch 1051/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8963, Loss: 0.0639
Epoch  18 Batch 1052/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.8988, Loss: 0.0570
Epoch  18 Batch 1053/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.8981, Loss: 0.0603
Epoch  18 Batch 1054/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9073, Loss: 0.0561
Epoch  18 Batch 1055/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9084, Loss: 0.0629
Epoch  18 Batch 1056/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0581
Epoch  18 Batch 1057/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9123, Loss: 0.0646
Epoch  18 Batch 1058/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9070, Loss: 0.0641
Epoch  18 Batch 1059/1077 - Train Accuracy: 0.8734, Validation Accuracy: 0.8999, Loss: 0.0744
Epoch  18 Batch 1060/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9016, Loss: 0.0466
Epoch  18 Batch 1061/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8960, Loss: 0.0765
Epoch  18 Batch 1062/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8910, Loss: 0.0732
Epoch  18 Batch 1063/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9013, Loss: 0.0553
Epoch  18 Batch 1064/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9059, Loss: 0.0569
Epoch  18 Batch 1065/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9073, Loss: 0.0622
Epoch  18 Batch 1066/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0519
Epoch  18 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0671
Epoch  18 Batch 1068/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0492
Epoch  18 Batch 1069/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9258, Loss: 0.0547
Epoch  18 Batch 1070/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9293, Loss: 0.0546
Epoch  18 Batch 1071/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9300, Loss: 0.0569
Epoch  18 Batch 1072/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9215, Loss: 0.0586
Epoch  18 Batch 1073/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9169, Loss: 0.0685
Epoch  18 Batch 1074/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9112, Loss: 0.0786
Epoch  18 Batch 1075/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9180, Loss: 0.0651
Epoch  19 Batch    1/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9205, Loss: 0.0504
Epoch  19 Batch    2/1077 - Train Accuracy: 0.9021, Validation Accuracy: 0.9297, Loss: 0.0567
Epoch  19 Batch    3/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9268, Loss: 0.0609
Epoch  19 Batch    4/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9215, Loss: 0.0536
Epoch  19 Batch    5/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9151, Loss: 0.0691
Epoch  19 Batch    6/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9055, Loss: 0.0541
Epoch  19 Batch    7/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9052, Loss: 0.0474
Epoch  19 Batch    8/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9105, Loss: 0.0476
Epoch  19 Batch    9/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9038, Loss: 0.0579
Epoch  19 Batch   10/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.8981, Loss: 0.0568
Epoch  19 Batch   11/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8999, Loss: 0.0626
Epoch  19 Batch   12/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9066, Loss: 0.0555
Epoch  19 Batch   13/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9187, Loss: 0.0760
Epoch  19 Batch   14/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9180, Loss: 0.0447
Epoch  19 Batch   15/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9183, Loss: 0.0484
Epoch  19 Batch   16/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9162, Loss: 0.0568
Epoch  19 Batch   17/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9201, Loss: 0.0511
Epoch  19 Batch   18/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9112, Loss: 0.0537
Epoch  19 Batch   19/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9162, Loss: 0.0550
Epoch  19 Batch   20/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9197, Loss: 0.0470
Epoch  19 Batch   21/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9208, Loss: 0.0613
Epoch  19 Batch   22/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9229, Loss: 0.0624
Epoch  19 Batch   23/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9180, Loss: 0.0500
Epoch  19 Batch   24/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9194, Loss: 0.0551
Epoch  19 Batch   25/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9144, Loss: 0.0528
Epoch  19 Batch   26/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9006, Loss: 0.0628
Epoch  19 Batch   27/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9006, Loss: 0.0453
Epoch  19 Batch   28/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9023, Loss: 0.0535
Epoch  19 Batch   29/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9091, Loss: 0.0658
Epoch  19 Batch   30/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9190, Loss: 0.0528
Epoch  19 Batch   31/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9190, Loss: 0.0551
Epoch  19 Batch   32/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9141, Loss: 0.0472
Epoch  19 Batch   33/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9158, Loss: 0.0572
Epoch  19 Batch   34/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9038, Loss: 0.0675
Epoch  19 Batch   35/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9162, Loss: 0.0557
Epoch  19 Batch   36/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9158, Loss: 0.0602
Epoch  19 Batch   37/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9205, Loss: 0.0510
Epoch  19 Batch   38/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9205, Loss: 0.0753
Epoch  19 Batch   39/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9197, Loss: 0.0694
Epoch  19 Batch   40/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9141, Loss: 0.0480
Epoch  19 Batch   41/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9190, Loss: 0.0483
Epoch  19 Batch   42/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9141, Loss: 0.0668
Epoch  19 Batch   43/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9102, Loss: 0.0461
Epoch  19 Batch   44/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8988, Loss: 0.0504
Epoch  19 Batch   45/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.8995, Loss: 0.0533
Epoch  19 Batch   46/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.8995, Loss: 0.0655
Epoch  19 Batch   47/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9102, Loss: 0.0605
Epoch  19 Batch   48/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9055, Loss: 0.0725
Epoch  19 Batch   49/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9066, Loss: 0.0688
Epoch  19 Batch   50/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9066, Loss: 0.0518
Epoch  19 Batch   51/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.9034, Loss: 0.0545
Epoch  19 Batch   52/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8984, Loss: 0.0686
Epoch  19 Batch   53/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9006, Loss: 0.0552
Epoch  19 Batch   54/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8991, Loss: 0.0841
Epoch  19 Batch   55/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9094, Loss: 0.0540
Epoch  19 Batch   56/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9066, Loss: 0.0436
Epoch  19 Batch   57/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9038, Loss: 0.0585
Epoch  19 Batch   58/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9087, Loss: 0.0512
Epoch  19 Batch   59/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9087, Loss: 0.0584
Epoch  19 Batch   60/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9087, Loss: 0.0458
Epoch  19 Batch   61/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9087, Loss: 0.0696
Epoch  19 Batch   62/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.9023, Loss: 0.0623
Epoch  19 Batch   63/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9041, Loss: 0.0461
Epoch  19 Batch   64/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9109, Loss: 0.0463
Epoch  19 Batch   65/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9062, Loss: 0.0615
Epoch  19 Batch   66/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9126, Loss: 0.0394
Epoch  19 Batch   67/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9080, Loss: 0.0506
Epoch  19 Batch   68/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9055, Loss: 0.0644
Epoch  19 Batch   69/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9073, Loss: 0.0713
Epoch  19 Batch   70/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9052, Loss: 0.0629
Epoch  19 Batch   71/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9059, Loss: 0.0422
Epoch  19 Batch   72/1077 - Train Accuracy: 0.8898, Validation Accuracy: 0.8988, Loss: 0.0565
Epoch  19 Batch   73/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9038, Loss: 0.0640
Epoch  19 Batch   74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9119, Loss: 0.0514
Epoch  19 Batch   75/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9094, Loss: 0.0735
Epoch  19 Batch   76/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9134, Loss: 0.0450
Epoch  19 Batch   77/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9176, Loss: 0.0468
Epoch  19 Batch   78/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9180, Loss: 0.0590
Epoch  19 Batch   79/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9112, Loss: 0.0539
Epoch  19 Batch   80/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0506
Epoch  19 Batch   81/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9062, Loss: 0.0494
Epoch  19 Batch   82/1077 - Train Accuracy: 0.9173, Validation Accuracy: 0.9002, Loss: 0.0582
Epoch  19 Batch   83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9031, Loss: 0.0558
Epoch  19 Batch   84/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9155, Loss: 0.0565
Epoch  19 Batch   85/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9212, Loss: 0.0518
Epoch  19 Batch   86/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9102, Loss: 0.0514
Epoch  19 Batch   87/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0697
Epoch  19 Batch   88/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9094, Loss: 0.0671
Epoch  19 Batch   89/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9080, Loss: 0.0611
Epoch  19 Batch   90/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9080, Loss: 0.0493
Epoch  19 Batch   91/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9080, Loss: 0.0521
Epoch  19 Batch   92/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9048, Loss: 0.0620
Epoch  19 Batch   93/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9016, Loss: 0.0530
Epoch  19 Batch   94/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9059, Loss: 0.0467
Epoch  19 Batch   95/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9009, Loss: 0.0592
Epoch  19 Batch   96/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9102, Loss: 0.0635
Epoch  19 Batch   97/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8981, Loss: 0.0576
Epoch  19 Batch   98/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8928, Loss: 0.0612
Epoch  19 Batch   99/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8960, Loss: 0.0478
Epoch  19 Batch  100/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9070, Loss: 0.0504
Epoch  19 Batch  101/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9070, Loss: 0.0490
Epoch  19 Batch  102/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9105, Loss: 0.0472
Epoch  19 Batch  103/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9059, Loss: 0.0655
Epoch  19 Batch  104/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9027, Loss: 0.0633
Epoch  19 Batch  105/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8960, Loss: 0.0502
Epoch  19 Batch  106/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8967, Loss: 0.0622
Epoch  19 Batch  107/1077 - Train Accuracy: 0.8940, Validation Accuracy: 0.8931, Loss: 0.0628
Epoch  19 Batch  108/1077 - Train Accuracy: 0.9183, Validation Accuracy: 0.9002, Loss: 0.0592
Epoch  19 Batch  109/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9031, Loss: 0.0538
Epoch  19 Batch  110/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9009, Loss: 0.0486
Epoch  19 Batch  111/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9016, Loss: 0.0527
Epoch  19 Batch  112/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8967, Loss: 0.0489
Epoch  19 Batch  113/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9062, Loss: 0.0638
Epoch  19 Batch  114/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9084, Loss: 0.0486
Epoch  19 Batch  115/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0667
Epoch  19 Batch  116/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9031, Loss: 0.0785
Epoch  19 Batch  117/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9013, Loss: 0.0565
Epoch  19 Batch  118/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9070, Loss: 0.0583
Epoch  19 Batch  119/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0526
Epoch  19 Batch  120/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9048, Loss: 0.0631
Epoch  19 Batch  121/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9031, Loss: 0.0570
Epoch  19 Batch  122/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9031, Loss: 0.0473
Epoch  19 Batch  123/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9002, Loss: 0.0416
Epoch  19 Batch  124/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8984, Loss: 0.0674
Epoch  19 Batch  125/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8988, Loss: 0.0654
Epoch  19 Batch  126/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9013, Loss: 0.0474
Epoch  19 Batch  127/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9070, Loss: 0.0513
Epoch  19 Batch  128/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9048, Loss: 0.0526
Epoch  19 Batch  129/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9002, Loss: 0.0621
Epoch  19 Batch  130/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.8952, Loss: 0.0525
Epoch  19 Batch  131/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8977, Loss: 0.0637
Epoch  19 Batch  132/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8924, Loss: 0.0533
Epoch  19 Batch  133/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8952, Loss: 0.0477
Epoch  19 Batch  134/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.8945, Loss: 0.0507
Epoch  19 Batch  135/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9013, Loss: 0.0575
Epoch  19 Batch  136/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.8956, Loss: 0.0504
Epoch  19 Batch  137/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9009, Loss: 0.0444
Epoch  19 Batch  138/1077 - Train Accuracy: 0.8895, Validation Accuracy: 0.9016, Loss: 0.0536
Epoch  19 Batch  139/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9066, Loss: 0.0557
Epoch  19 Batch  140/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9048, Loss: 0.0523
Epoch  19 Batch  141/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9109, Loss: 0.0520
Epoch  19 Batch  142/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9080, Loss: 0.0552
Epoch  19 Batch  143/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9031, Loss: 0.0622
Epoch  19 Batch  144/1077 - Train Accuracy: 0.9034, Validation Accuracy: 0.8942, Loss: 0.0771
Epoch  19 Batch  145/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8988, Loss: 0.0546
Epoch  19 Batch  146/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9027, Loss: 0.0910
Epoch  19 Batch  147/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9045, Loss: 0.0546
Epoch  19 Batch  148/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9027, Loss: 0.0611
Epoch  19 Batch  149/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9006, Loss: 0.0537
Epoch  19 Batch  150/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9109, Loss: 0.0592
Epoch  19 Batch  151/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9084, Loss: 0.0508
Epoch  19 Batch  152/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9034, Loss: 0.0659
Epoch  19 Batch  153/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8984, Loss: 0.0685
Epoch  19 Batch  154/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0575
Epoch  19 Batch  155/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9031, Loss: 0.0545
Epoch  19 Batch  156/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9059, Loss: 0.0471
Epoch  19 Batch  157/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9112, Loss: 0.0568
Epoch  19 Batch  158/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9094, Loss: 0.0678
Epoch  19 Batch  159/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9080, Loss: 0.0552
Epoch  19 Batch  160/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9023, Loss: 0.0449
Epoch  19 Batch  161/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9084, Loss: 0.0497
Epoch  19 Batch  162/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9080, Loss: 0.0682
Epoch  19 Batch  163/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9126, Loss: 0.0703
Epoch  19 Batch  164/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9173, Loss: 0.0545
Epoch  19 Batch  165/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9126, Loss: 0.0693
Epoch  19 Batch  166/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9119, Loss: 0.0629
Epoch  19 Batch  167/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9237, Loss: 0.0563
Epoch  19 Batch  168/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9212, Loss: 0.0725
Epoch  19 Batch  169/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9212, Loss: 0.0604
Epoch  19 Batch  170/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9059, Loss: 0.0667
Epoch  19 Batch  171/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9059, Loss: 0.0506
Epoch  19 Batch  172/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9059, Loss: 0.0462
Epoch  19 Batch  173/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9105, Loss: 0.0566
Epoch  19 Batch  174/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9045, Loss: 0.0516
Epoch  19 Batch  175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9102, Loss: 0.0621
Epoch  19 Batch  176/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9112, Loss: 0.0576
Epoch  19 Batch  177/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9119, Loss: 0.0634
Epoch  19 Batch  178/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9173, Loss: 0.0533
Epoch  19 Batch  179/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9183, Loss: 0.0628
Epoch  19 Batch  180/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0508
Epoch  19 Batch  181/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9123, Loss: 0.0601
Epoch  19 Batch  182/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9130, Loss: 0.0632
Epoch  19 Batch  183/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9027, Loss: 0.0608
Epoch  19 Batch  184/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9130, Loss: 0.0506
Epoch  19 Batch  185/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9045, Loss: 0.0544
Epoch  19 Batch  186/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9016, Loss: 0.0570
Epoch  19 Batch  187/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.8999, Loss: 0.0443
Epoch  19 Batch  188/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9123, Loss: 0.0609
Epoch  19 Batch  189/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9112, Loss: 0.0514
Epoch  19 Batch  190/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0532
Epoch  19 Batch  191/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9038, Loss: 0.0490
Epoch  19 Batch  192/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9038, Loss: 0.0736
Epoch  19 Batch  193/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8995, Loss: 0.0485
Epoch  19 Batch  194/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9027, Loss: 0.0440
Epoch  19 Batch  195/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9013, Loss: 0.0511
Epoch  19 Batch  196/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.8952, Loss: 0.0512
Epoch  19 Batch  197/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9023, Loss: 0.0594
Epoch  19 Batch  198/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9059, Loss: 0.0545
Epoch  19 Batch  199/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9094, Loss: 0.0486
Epoch  19 Batch  200/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9098, Loss: 0.0544
Epoch  19 Batch  201/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9066, Loss: 0.0501
Epoch  19 Batch  202/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9119, Loss: 0.0574
Epoch  19 Batch  203/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9194, Loss: 0.0625
Epoch  19 Batch  204/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9137, Loss: 0.0759
Epoch  19 Batch  205/1077 - Train Accuracy: 0.8871, Validation Accuracy: 0.9119, Loss: 0.0622
Epoch  19 Batch  206/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9180, Loss: 0.0502
Epoch  19 Batch  207/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0525
Epoch  19 Batch  208/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9165, Loss: 0.0594
Epoch  19 Batch  209/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9070, Loss: 0.0435
Epoch  19 Batch  210/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8984, Loss: 0.0612
Epoch  19 Batch  211/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9020, Loss: 0.0579
Epoch  19 Batch  212/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9087, Loss: 0.0511
Epoch  19 Batch  213/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9091, Loss: 0.0470
Epoch  19 Batch  214/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9134, Loss: 0.0505
Epoch  19 Batch  215/1077 - Train Accuracy: 0.8953, Validation Accuracy: 0.8984, Loss: 0.0666
Epoch  19 Batch  216/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9034, Loss: 0.0616
Epoch  19 Batch  217/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9034, Loss: 0.0490
Epoch  19 Batch  218/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8970, Loss: 0.0656
Epoch  19 Batch  219/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9066, Loss: 0.0462
Epoch  19 Batch  220/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9048, Loss: 0.0555
Epoch  19 Batch  221/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9094, Loss: 0.0603
Epoch  19 Batch  222/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0506
Epoch  19 Batch  223/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9077, Loss: 0.0538
Epoch  19 Batch  224/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9048, Loss: 0.0639
Epoch  19 Batch  225/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9045, Loss: 0.0651
Epoch  19 Batch  226/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9052, Loss: 0.0462
Epoch  19 Batch  227/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9119, Loss: 0.0689
Epoch  19 Batch  228/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9070, Loss: 0.0472
Epoch  19 Batch  229/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9112, Loss: 0.0607
Epoch  19 Batch  230/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9112, Loss: 0.0488
Epoch  19 Batch  231/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9109, Loss: 0.0665
Epoch  19 Batch  232/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9102, Loss: 0.0483
Epoch  19 Batch  233/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9034, Loss: 0.0618
Epoch  19 Batch  234/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9045, Loss: 0.0646
Epoch  19 Batch  235/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9041, Loss: 0.0596
Epoch  19 Batch  236/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8991, Loss: 0.0608
Epoch  19 Batch  237/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9016, Loss: 0.0492
Epoch  19 Batch  238/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9027, Loss: 0.0534
Epoch  19 Batch  239/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9031, Loss: 0.0408
Epoch  19 Batch  240/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.8974, Loss: 0.0471
Epoch  19 Batch  241/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9031, Loss: 0.0503
Epoch  19 Batch  242/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9002, Loss: 0.0505
Epoch  19 Batch  243/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.8935, Loss: 0.0574
Epoch  19 Batch  244/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.8981, Loss: 0.0508
Epoch  19 Batch  245/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9027, Loss: 0.0506
Epoch  19 Batch  246/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9020, Loss: 0.0576
Epoch  19 Batch  247/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8995, Loss: 0.0569
Epoch  19 Batch  248/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8984, Loss: 0.0605
Epoch  19 Batch  249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9048, Loss: 0.0491
Epoch  19 Batch  250/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9052, Loss: 0.0520
Epoch  19 Batch  251/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9009, Loss: 0.0650
Epoch  19 Batch  252/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9002, Loss: 0.0627
Epoch  19 Batch  253/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9020, Loss: 0.0578
Epoch  19 Batch  254/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9112, Loss: 0.0577
Epoch  19 Batch  255/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9027, Loss: 0.0487
Epoch  19 Batch  256/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9077, Loss: 0.0835
Epoch  19 Batch  257/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9080, Loss: 0.0634
Epoch  19 Batch  258/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9070, Loss: 0.0526
Epoch  19 Batch  259/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9162, Loss: 0.0486
Epoch  19 Batch  260/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9187, Loss: 0.0497
Epoch  19 Batch  261/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9237, Loss: 0.0502
Epoch  19 Batch  262/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9237, Loss: 0.0470
Epoch  19 Batch  263/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9290, Loss: 0.0481
Epoch  19 Batch  264/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9208, Loss: 0.0544
Epoch  19 Batch  265/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9087, Loss: 0.0550
Epoch  19 Batch  266/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9041, Loss: 0.0575
Epoch  19 Batch  267/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8981, Loss: 0.0460
Epoch  19 Batch  268/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.8917, Loss: 0.0604
Epoch  19 Batch  269/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8920, Loss: 0.0660
Epoch  19 Batch  270/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8878, Loss: 0.0630
Epoch  19 Batch  271/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8928, Loss: 0.0491
Epoch  19 Batch  272/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.8952, Loss: 0.0789
Epoch  19 Batch  273/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8949, Loss: 0.0496
Epoch  19 Batch  274/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8928, Loss: 0.0528
Epoch  19 Batch  275/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8935, Loss: 0.0597
Epoch  19 Batch  276/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.8938, Loss: 0.0759
Epoch  19 Batch  277/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8984, Loss: 0.0456
Epoch  19 Batch  278/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9048, Loss: 0.0659
Epoch  19 Batch  279/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9116, Loss: 0.0599
Epoch  19 Batch  280/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9123, Loss: 0.0563
Epoch  19 Batch  281/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9098, Loss: 0.0606
Epoch  19 Batch  282/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9070, Loss: 0.0712
Epoch  19 Batch  283/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9066, Loss: 0.0581
Epoch  19 Batch  284/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8952, Loss: 0.0586
Epoch  19 Batch  285/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8878, Loss: 0.0574
Epoch  19 Batch  286/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8991, Loss: 0.0557
Epoch  19 Batch  287/1077 - Train Accuracy: 0.8879, Validation Accuracy: 0.8963, Loss: 0.0541
Epoch  19 Batch  288/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8967, Loss: 0.0630
Epoch  19 Batch  289/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.8967, Loss: 0.0482
Epoch  19 Batch  290/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8981, Loss: 0.0744
Epoch  19 Batch  291/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.8956, Loss: 0.0738
Epoch  19 Batch  292/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.8974, Loss: 0.0574
Epoch  19 Batch  293/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8963, Loss: 0.0568
Epoch  19 Batch  294/1077 - Train Accuracy: 0.9325, Validation Accuracy: 0.9009, Loss: 0.0525
Epoch  19 Batch  295/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9041, Loss: 0.0650
Epoch  19 Batch  296/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9073, Loss: 0.0550
Epoch  19 Batch  297/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9073, Loss: 0.0589
Epoch  19 Batch  298/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9123, Loss: 0.0677
Epoch  19 Batch  299/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.8938, Loss: 0.0608
Epoch  19 Batch  300/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9013, Loss: 0.0465
Epoch  19 Batch  301/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9034, Loss: 0.0499
Epoch  19 Batch  302/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9038, Loss: 0.0470
Epoch  19 Batch  303/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8984, Loss: 0.0610
Epoch  19 Batch  304/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8949, Loss: 0.0601
Epoch  19 Batch  305/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9055, Loss: 0.0592
Epoch  19 Batch  306/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8963, Loss: 0.0654
Epoch  19 Batch  307/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9027, Loss: 0.0515
Epoch  19 Batch  308/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9041, Loss: 0.0616
Epoch  19 Batch  309/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9002, Loss: 0.0424
Epoch  19 Batch  310/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8991, Loss: 0.0512
Epoch  19 Batch  311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.8938, Loss: 0.0502
Epoch  19 Batch  312/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9013, Loss: 0.0665
Epoch  19 Batch  313/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9091, Loss: 0.0407
Epoch  19 Batch  314/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0563
Epoch  19 Batch  315/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9116, Loss: 0.0454
Epoch  19 Batch  316/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9134, Loss: 0.0557
Epoch  19 Batch  317/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9059, Loss: 0.0614
Epoch  19 Batch  318/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9105, Loss: 0.0502
Epoch  19 Batch  319/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9112, Loss: 0.0690
Epoch  19 Batch  320/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9098, Loss: 0.0671
Epoch  19 Batch  321/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9066, Loss: 0.0486
Epoch  19 Batch  322/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.8910, Loss: 0.0490
Epoch  19 Batch  323/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8906, Loss: 0.0543
Epoch  19 Batch  324/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9016, Loss: 0.0534
Epoch  19 Batch  325/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9023, Loss: 0.0585
Epoch  19 Batch  326/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8977, Loss: 0.0496
Epoch  19 Batch  327/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8935, Loss: 0.0700
Epoch  19 Batch  328/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9009, Loss: 0.0651
Epoch  19 Batch  329/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9020, Loss: 0.0539
Epoch  19 Batch  330/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0623
Epoch  19 Batch  331/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9031, Loss: 0.0559
Epoch  19 Batch  332/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.8974, Loss: 0.0431
Epoch  19 Batch  333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.8984, Loss: 0.0452
Epoch  19 Batch  334/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9013, Loss: 0.0546
Epoch  19 Batch  335/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0576
Epoch  19 Batch  336/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8967, Loss: 0.0881
Epoch  19 Batch  337/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8938, Loss: 0.0610
Epoch  19 Batch  338/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0742
Epoch  19 Batch  339/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9038, Loss: 0.0488
Epoch  19 Batch  340/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9055, Loss: 0.0519
Epoch  19 Batch  341/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9102, Loss: 0.0782
Epoch  19 Batch  342/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9105, Loss: 0.0513
Epoch  19 Batch  343/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9038, Loss: 0.0588
Epoch  19 Batch  344/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9070, Loss: 0.0517
Epoch  19 Batch  345/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9102, Loss: 0.0499
Epoch  19 Batch  346/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9055, Loss: 0.0523
Epoch  19 Batch  347/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8917, Loss: 0.0422
Epoch  19 Batch  348/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8924, Loss: 0.0496
Epoch  19 Batch  349/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8970, Loss: 0.0527
Epoch  19 Batch  350/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8960, Loss: 0.0535
Epoch  19 Batch  351/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8928, Loss: 0.0536
Epoch  19 Batch  352/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.8991, Loss: 0.0452
Epoch  19 Batch  353/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0609
Epoch  19 Batch  354/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9002, Loss: 0.0651
Epoch  19 Batch  355/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8952, Loss: 0.0542
Epoch  19 Batch  356/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8949, Loss: 0.0578
Epoch  19 Batch  357/1077 - Train Accuracy: 0.8981, Validation Accuracy: 0.8896, Loss: 0.0550
Epoch  19 Batch  358/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.8917, Loss: 0.0573
Epoch  19 Batch  359/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9009, Loss: 0.0530
Epoch  19 Batch  360/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9002, Loss: 0.0491
Epoch  19 Batch  361/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9073, Loss: 0.0491
Epoch  19 Batch  362/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9194, Loss: 0.0637
Epoch  19 Batch  363/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9190, Loss: 0.0687
Epoch  19 Batch  364/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9162, Loss: 0.0701
Epoch  19 Batch  365/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0473
Epoch  19 Batch  366/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9141, Loss: 0.0490
Epoch  19 Batch  367/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9123, Loss: 0.0466
Epoch  19 Batch  368/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9123, Loss: 0.0567
Epoch  19 Batch  369/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0585
Epoch  19 Batch  370/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9031, Loss: 0.0488
Epoch  19 Batch  371/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9006, Loss: 0.0453
Epoch  19 Batch  372/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9013, Loss: 0.0452
Epoch  19 Batch  373/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8942, Loss: 0.0438
Epoch  19 Batch  374/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8938, Loss: 0.0539
Epoch  19 Batch  375/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.8938, Loss: 0.0484
Epoch  19 Batch  376/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.8960, Loss: 0.0612
Epoch  19 Batch  377/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8960, Loss: 0.0551
Epoch  19 Batch  378/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.8981, Loss: 0.0436
Epoch  19 Batch  379/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8935, Loss: 0.0656
Epoch  19 Batch  380/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8871, Loss: 0.0468
Epoch  19 Batch  381/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.8896, Loss: 0.0662
Epoch  19 Batch  382/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8945, Loss: 0.0749
Epoch  19 Batch  383/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8888, Loss: 0.0624
Epoch  19 Batch  384/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8881, Loss: 0.0533
Epoch  19 Batch  385/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8928, Loss: 0.0455
Epoch  19 Batch  386/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.8931, Loss: 0.0546
Epoch  19 Batch  387/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8935, Loss: 0.0555
Epoch  19 Batch  388/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.8967, Loss: 0.0693
Epoch  19 Batch  389/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9013, Loss: 0.0552
Epoch  19 Batch  390/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9009, Loss: 0.0685
Epoch  19 Batch  391/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.8995, Loss: 0.0618
Epoch  19 Batch  392/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.8995, Loss: 0.0639
Epoch  19 Batch  393/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8999, Loss: 0.0556
Epoch  19 Batch  394/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8956, Loss: 0.0557
Epoch  19 Batch  395/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9020, Loss: 0.0489
Epoch  19 Batch  396/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9016, Loss: 0.0616
Epoch  19 Batch  397/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.8999, Loss: 0.0540
Epoch  19 Batch  398/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9034, Loss: 0.0570
Epoch  19 Batch  399/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.8977, Loss: 0.0557
Epoch  19 Batch  400/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9034, Loss: 0.0596
Epoch  19 Batch  401/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9006, Loss: 0.0524
Epoch  19 Batch  402/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8981, Loss: 0.0477
Epoch  19 Batch  403/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.8974, Loss: 0.0731
Epoch  19 Batch  404/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9016, Loss: 0.0587
Epoch  19 Batch  405/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9041, Loss: 0.0624
Epoch  19 Batch  406/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9055, Loss: 0.0481
Epoch  19 Batch  407/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9070, Loss: 0.0647
Epoch  19 Batch  408/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9052, Loss: 0.0572
Epoch  19 Batch  409/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9023, Loss: 0.0619
Epoch  19 Batch  410/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9119, Loss: 0.0687
Epoch  19 Batch  411/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9034, Loss: 0.0534
Epoch  19 Batch  412/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9066, Loss: 0.0454
Epoch  19 Batch  413/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8999, Loss: 0.0498
Epoch  19 Batch  414/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9077, Loss: 0.0645
Epoch  19 Batch  415/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9091, Loss: 0.0747
Epoch  19 Batch  416/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9084, Loss: 0.0542
Epoch  19 Batch  417/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9045, Loss: 0.0822
Epoch  19 Batch  418/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9098, Loss: 0.0544
Epoch  19 Batch  419/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9084, Loss: 0.0518
Epoch  19 Batch  420/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9077, Loss: 0.0478
Epoch  19 Batch  421/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9062, Loss: 0.0769
Epoch  19 Batch  422/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9091, Loss: 0.0497
Epoch  19 Batch  423/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9080, Loss: 0.0670
Epoch  19 Batch  424/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0567
Epoch  19 Batch  425/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9080, Loss: 0.0527
Epoch  19 Batch  426/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.8924, Loss: 0.0667
Epoch  19 Batch  427/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8867, Loss: 0.0509
Epoch  19 Batch  428/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0476
Epoch  19 Batch  429/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.8988, Loss: 0.0500
Epoch  19 Batch  430/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9002, Loss: 0.0507
Epoch  19 Batch  431/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9016, Loss: 0.0472
Epoch  19 Batch  432/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9034, Loss: 0.0597
Epoch  19 Batch  433/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9070, Loss: 0.0581
Epoch  19 Batch  434/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8963, Loss: 0.0585
Epoch  19 Batch  435/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.8839, Loss: 0.0569
Epoch  19 Batch  436/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8835, Loss: 0.0574
Epoch  19 Batch  437/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8828, Loss: 0.0470
Epoch  19 Batch  438/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8825, Loss: 0.0574
Epoch  19 Batch  439/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8832, Loss: 0.0603
Epoch  19 Batch  440/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0711
Epoch  19 Batch  441/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9087, Loss: 0.0568
Epoch  19 Batch  442/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9077, Loss: 0.0582
Epoch  19 Batch  443/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.8956, Loss: 0.0529
Epoch  19 Batch  444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9020, Loss: 0.0566
Epoch  19 Batch  445/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9031, Loss: 0.0655
Epoch  19 Batch  446/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9027, Loss: 0.0471
Epoch  19 Batch  447/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9006, Loss: 0.0583
Epoch  19 Batch  448/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8928, Loss: 0.0625
Epoch  19 Batch  449/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9045, Loss: 0.0652
Epoch  19 Batch  450/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9031, Loss: 0.0601
Epoch  19 Batch  451/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9084, Loss: 0.0544
Epoch  19 Batch  452/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9112, Loss: 0.0508
Epoch  19 Batch  453/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9055, Loss: 0.0479
Epoch  19 Batch  454/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9045, Loss: 0.0713
Epoch  19 Batch  455/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9038, Loss: 0.0516
Epoch  19 Batch  456/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9041, Loss: 0.0592
Epoch  19 Batch  457/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9048, Loss: 0.0485
Epoch  19 Batch  458/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9070, Loss: 0.0599
Epoch  19 Batch  459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9183, Loss: 0.0548
Epoch  19 Batch  460/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9205, Loss: 0.0555
Epoch  19 Batch  461/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9066, Loss: 0.0553
Epoch  19 Batch  462/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9070, Loss: 0.0543
Epoch  19 Batch  463/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9119, Loss: 0.0500
Epoch  19 Batch  464/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9119, Loss: 0.0511
Epoch  19 Batch  465/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9070, Loss: 0.0691
Epoch  19 Batch  466/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9009, Loss: 0.0486
Epoch  19 Batch  467/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9038, Loss: 0.0637
Epoch  19 Batch  468/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8928, Loss: 0.0562
Epoch  19 Batch  469/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8988, Loss: 0.0530
Epoch  19 Batch  470/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9094, Loss: 0.0529
Epoch  19 Batch  471/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9073, Loss: 0.0450
Epoch  19 Batch  472/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9023, Loss: 0.0474
Epoch  19 Batch  473/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0548
Epoch  19 Batch  474/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9045, Loss: 0.0498
Epoch  19 Batch  475/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9045, Loss: 0.0538
Epoch  19 Batch  476/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9055, Loss: 0.0471
Epoch  19 Batch  477/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9055, Loss: 0.0534
Epoch  19 Batch  478/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9048, Loss: 0.0523
Epoch  19 Batch  479/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9098, Loss: 0.0637
Epoch  19 Batch  480/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9102, Loss: 0.0545
Epoch  19 Batch  481/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9041, Loss: 0.0507
Epoch  19 Batch  482/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9038, Loss: 0.0679
Epoch  19 Batch  483/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9038, Loss: 0.0620
Epoch  19 Batch  484/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9062, Loss: 0.0619
Epoch  19 Batch  485/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9062, Loss: 0.0558
Epoch  19 Batch  486/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9066, Loss: 0.0461
Epoch  19 Batch  487/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9055, Loss: 0.0476
Epoch  19 Batch  488/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9109, Loss: 0.0455
Epoch  19 Batch  489/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9094, Loss: 0.0436
Epoch  19 Batch  490/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9112, Loss: 0.0562
Epoch  19 Batch  491/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9109, Loss: 0.0666
Epoch  19 Batch  492/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9105, Loss: 0.0579
Epoch  19 Batch  493/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9109, Loss: 0.0445
Epoch  19 Batch  494/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9109, Loss: 0.0421
Epoch  19 Batch  495/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9109, Loss: 0.0531
Epoch  19 Batch  496/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9109, Loss: 0.0535
Epoch  19 Batch  497/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9109, Loss: 0.0538
Epoch  19 Batch  498/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9094, Loss: 0.0481
Epoch  19 Batch  499/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8984, Loss: 0.0473
Epoch  19 Batch  500/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0443
Epoch  19 Batch  501/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9102, Loss: 0.0434
Epoch  19 Batch  502/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9098, Loss: 0.0558
Epoch  19 Batch  503/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9098, Loss: 0.0445
Epoch  19 Batch  504/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9158, Loss: 0.0507
Epoch  19 Batch  505/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9151, Loss: 0.0443
Epoch  19 Batch  506/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9098, Loss: 0.0560
Epoch  19 Batch  507/1077 - Train Accuracy: 0.8703, Validation Accuracy: 0.9080, Loss: 0.0561
Epoch  19 Batch  508/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9080, Loss: 0.0455
Epoch  19 Batch  509/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9073, Loss: 0.0597
Epoch  19 Batch  510/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9123, Loss: 0.0555
Epoch  19 Batch  511/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9119, Loss: 0.0548
Epoch  19 Batch  512/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9123, Loss: 0.0441
Epoch  19 Batch  513/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9119, Loss: 0.0604
Epoch  19 Batch  514/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9112, Loss: 0.0564
Epoch  19 Batch  515/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9055, Loss: 0.0573
Epoch  19 Batch  516/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9077, Loss: 0.0557
Epoch  19 Batch  517/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9002, Loss: 0.0650
Epoch  19 Batch  518/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9080, Loss: 0.0511
Epoch  19 Batch  519/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9066, Loss: 0.0528
Epoch  19 Batch  520/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9066, Loss: 0.0488
Epoch  19 Batch  521/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9059, Loss: 0.0522
Epoch  19 Batch  522/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.9009, Loss: 0.0698
Epoch  19 Batch  523/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9009, Loss: 0.0527
Epoch  19 Batch  524/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9062, Loss: 0.0586
Epoch  19 Batch  525/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0503
Epoch  19 Batch  526/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9031, Loss: 0.0500
Epoch  19 Batch  527/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9034, Loss: 0.0541
Epoch  19 Batch  528/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9070, Loss: 0.0567
Epoch  19 Batch  529/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0505
Epoch  19 Batch  530/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9176, Loss: 0.0576
Epoch  19 Batch  531/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9126, Loss: 0.0578
Epoch  19 Batch  532/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9105, Loss: 0.0655
Epoch  19 Batch  533/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9137, Loss: 0.0574
Epoch  19 Batch  534/1077 - Train Accuracy: 0.9096, Validation Accuracy: 0.9151, Loss: 0.0613
Epoch  19 Batch  535/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9126, Loss: 0.0562
Epoch  19 Batch  536/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9173, Loss: 0.0561
Epoch  19 Batch  537/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9055, Loss: 0.0475
Epoch  19 Batch  538/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9098, Loss: 0.0445
Epoch  19 Batch  539/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9031, Loss: 0.0688
Epoch  19 Batch  540/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9034, Loss: 0.0492
Epoch  19 Batch  541/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9194, Loss: 0.0523
Epoch  19 Batch  542/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9158, Loss: 0.0508
Epoch  19 Batch  543/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9091, Loss: 0.0540
Epoch  19 Batch  544/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9080, Loss: 0.0370
Epoch  19 Batch  545/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9105, Loss: 0.0602
Epoch  19 Batch  546/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9070, Loss: 0.0603
Epoch  19 Batch  547/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9013, Loss: 0.0450
Epoch  19 Batch  548/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0656
Epoch  19 Batch  549/1077 - Train Accuracy: 0.8785, Validation Accuracy: 0.8960, Loss: 0.0647
Epoch  19 Batch  550/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8956, Loss: 0.0532
Epoch  19 Batch  551/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8974, Loss: 0.0605
Epoch  19 Batch  552/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9066, Loss: 0.0625
Epoch  19 Batch  553/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9059, Loss: 0.0675
Epoch  19 Batch  554/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.8960, Loss: 0.0528
Epoch  19 Batch  555/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9109, Loss: 0.0486
Epoch  19 Batch  556/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9109, Loss: 0.0466
Epoch  19 Batch  557/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9077, Loss: 0.0496
Epoch  19 Batch  558/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0449
Epoch  19 Batch  559/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9023, Loss: 0.0540
Epoch  19 Batch  560/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8999, Loss: 0.0522
Epoch  19 Batch  561/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9023, Loss: 0.0536
Epoch  19 Batch  562/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9020, Loss: 0.0449
Epoch  19 Batch  563/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9020, Loss: 0.0571
Epoch  19 Batch  564/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9016, Loss: 0.0632
Epoch  19 Batch  565/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9066, Loss: 0.0641
Epoch  19 Batch  566/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9066, Loss: 0.0651
Epoch  19 Batch  567/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9112, Loss: 0.0575
Epoch  19 Batch  568/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9084, Loss: 0.0551
Epoch  19 Batch  569/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9023, Loss: 0.0626
Epoch  19 Batch  570/1077 - Train Accuracy: 0.8783, Validation Accuracy: 0.8995, Loss: 0.0638
Epoch  19 Batch  571/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9009, Loss: 0.0495
Epoch  19 Batch  572/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9066, Loss: 0.0545
Epoch  19 Batch  573/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.8874, Loss: 0.0767
Epoch  19 Batch  574/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.8931, Loss: 0.0613
Epoch  19 Batch  575/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9137, Loss: 0.0497
Epoch  19 Batch  576/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9094, Loss: 0.0513
Epoch  19 Batch  577/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9098, Loss: 0.0541
Epoch  19 Batch  578/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9073, Loss: 0.0538
Epoch  19 Batch  579/1077 - Train Accuracy: 0.8793, Validation Accuracy: 0.9105, Loss: 0.0586
Epoch  19 Batch  580/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9109, Loss: 0.0478
Epoch  19 Batch  581/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9105, Loss: 0.0455
Epoch  19 Batch  582/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9112, Loss: 0.0511
Epoch  19 Batch  583/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9059, Loss: 0.0626
Epoch  19 Batch  584/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9077, Loss: 0.0598
Epoch  19 Batch  585/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9123, Loss: 0.0406
Epoch  19 Batch  586/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9134, Loss: 0.0480
Epoch  19 Batch  587/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9194, Loss: 0.0542
Epoch  19 Batch  588/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9212, Loss: 0.0488
Epoch  19 Batch  589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9240, Loss: 0.0483
Epoch  19 Batch  590/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9190, Loss: 0.0661
Epoch  19 Batch  591/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.9162, Loss: 0.0521
Epoch  19 Batch  592/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9094, Loss: 0.0605
Epoch  19 Batch  593/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9055, Loss: 0.0661
Epoch  19 Batch  594/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9052, Loss: 0.0633
Epoch  19 Batch  595/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9052, Loss: 0.0470
Epoch  19 Batch  596/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9034, Loss: 0.0572
Epoch  19 Batch  597/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0559
Epoch  19 Batch  598/1077 - Train Accuracy: 0.9077, Validation Accuracy: 0.9109, Loss: 0.0526
Epoch  19 Batch  599/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9006, Loss: 0.0770
Epoch  19 Batch  600/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0612
Epoch  19 Batch  601/1077 - Train Accuracy: 0.8854, Validation Accuracy: 0.9176, Loss: 0.0588
Epoch  19 Batch  602/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9176, Loss: 0.0557
Epoch  19 Batch  603/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9176, Loss: 0.0602
Epoch  19 Batch  604/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9134, Loss: 0.0816
Epoch  19 Batch  605/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9109, Loss: 0.0640
Epoch  19 Batch  606/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9084, Loss: 0.0451
Epoch  19 Batch  607/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9094, Loss: 0.0580
Epoch  19 Batch  608/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9098, Loss: 0.0652
Epoch  19 Batch  609/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0602
Epoch  19 Batch  610/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9094, Loss: 0.0670
Epoch  19 Batch  611/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9027, Loss: 0.0531
Epoch  19 Batch  612/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0440
Epoch  19 Batch  613/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.8931, Loss: 0.0686
Epoch  19 Batch  614/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.8881, Loss: 0.0575
Epoch  19 Batch  615/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8977, Loss: 0.0509
Epoch  19 Batch  616/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8960, Loss: 0.0555
Epoch  19 Batch  617/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9031, Loss: 0.0511
Epoch  19 Batch  618/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8991, Loss: 0.0556
Epoch  19 Batch  619/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9013, Loss: 0.0460
Epoch  19 Batch  620/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9070, Loss: 0.0442
Epoch  19 Batch  621/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9169, Loss: 0.0552
Epoch  19 Batch  622/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9176, Loss: 0.0578
Epoch  19 Batch  623/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9123, Loss: 0.0626
Epoch  19 Batch  624/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.8991, Loss: 0.0545
Epoch  19 Batch  625/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9013, Loss: 0.0535
Epoch  19 Batch  626/1077 - Train Accuracy: 0.9244, Validation Accuracy: 0.9023, Loss: 0.0441
Epoch  19 Batch  627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9023, Loss: 0.0498
Epoch  19 Batch  628/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9023, Loss: 0.0604
Epoch  19 Batch  629/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9038, Loss: 0.0605
Epoch  19 Batch  630/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9038, Loss: 0.0520
Epoch  19 Batch  631/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9045, Loss: 0.0594
Epoch  19 Batch  632/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9073, Loss: 0.0516
Epoch  19 Batch  633/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9126, Loss: 0.0514
Epoch  19 Batch  634/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9215, Loss: 0.0426
Epoch  19 Batch  635/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9112, Loss: 0.0631
Epoch  19 Batch  636/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9112, Loss: 0.0486
Epoch  19 Batch  637/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9052, Loss: 0.0517
Epoch  19 Batch  638/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9084, Loss: 0.0465
Epoch  19 Batch  639/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9084, Loss: 0.0642
Epoch  19 Batch  640/1077 - Train Accuracy: 0.8958, Validation Accuracy: 0.9080, Loss: 0.0488
Epoch  19 Batch  641/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9077, Loss: 0.0478
Epoch  19 Batch  642/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9102, Loss: 0.0510
Epoch  19 Batch  643/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9148, Loss: 0.0500
Epoch  19 Batch  644/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9016, Loss: 0.0553
Epoch  19 Batch  645/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8974, Loss: 0.0578
Epoch  19 Batch  646/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8970, Loss: 0.0522
Epoch  19 Batch  647/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9023, Loss: 0.0644
Epoch  19 Batch  648/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8984, Loss: 0.0417
Epoch  19 Batch  649/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8991, Loss: 0.0502
Epoch  19 Batch  650/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9048, Loss: 0.0478
Epoch  19 Batch  651/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9048, Loss: 0.0574
Epoch  19 Batch  652/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9070, Loss: 0.0574
Epoch  19 Batch  653/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9066, Loss: 0.0581
Epoch  19 Batch  654/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9077, Loss: 0.0552
Epoch  19 Batch  655/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9062, Loss: 0.0703
Epoch  19 Batch  656/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9023, Loss: 0.0502
Epoch  19 Batch  657/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9027, Loss: 0.0584
Epoch  19 Batch  658/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.8991, Loss: 0.0435
Epoch  19 Batch  659/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8988, Loss: 0.0628
Epoch  19 Batch  660/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8991, Loss: 0.0562
Epoch  19 Batch  661/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8920, Loss: 0.0540
Epoch  19 Batch  662/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9055, Loss: 0.0484
Epoch  19 Batch  663/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9059, Loss: 0.0440
Epoch  19 Batch  664/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9013, Loss: 0.0595
Epoch  19 Batch  665/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9020, Loss: 0.0466
Epoch  19 Batch  666/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9062, Loss: 0.0554
Epoch  19 Batch  667/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9062, Loss: 0.0629
Epoch  19 Batch  668/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9059, Loss: 0.0506
Epoch  19 Batch  669/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9006, Loss: 0.0495
Epoch  19 Batch  670/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.8967, Loss: 0.0486
Epoch  19 Batch  671/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0620
Epoch  19 Batch  672/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9009, Loss: 0.0433
Epoch  19 Batch  673/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8977, Loss: 0.0617
Epoch  19 Batch  674/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8981, Loss: 0.0507
Epoch  19 Batch  675/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8981, Loss: 0.0596
Epoch  19 Batch  676/1077 - Train Accuracy: 0.9038, Validation Accuracy: 0.8988, Loss: 0.0575
Epoch  19 Batch  677/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8999, Loss: 0.0664
Epoch  19 Batch  678/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9070, Loss: 0.0462
Epoch  19 Batch  679/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0539
Epoch  19 Batch  680/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9020, Loss: 0.0566
Epoch  19 Batch  681/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9020, Loss: 0.0500
Epoch  19 Batch  682/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9087, Loss: 0.0541
Epoch  19 Batch  683/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9084, Loss: 0.0506
Epoch  19 Batch  684/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9084, Loss: 0.0455
Epoch  19 Batch  685/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9031, Loss: 0.0611
Epoch  19 Batch  686/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8977, Loss: 0.0489
Epoch  19 Batch  687/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9002, Loss: 0.0629
Epoch  19 Batch  688/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9134, Loss: 0.0481
Epoch  19 Batch  689/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9134, Loss: 0.0484
Epoch  19 Batch  690/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0586
Epoch  19 Batch  691/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9134, Loss: 0.0514
Epoch  19 Batch  692/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9169, Loss: 0.0462
Epoch  19 Batch  693/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9141, Loss: 0.0810
Epoch  19 Batch  694/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9141, Loss: 0.0561
Epoch  19 Batch  695/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9183, Loss: 0.0479
Epoch  19 Batch  696/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9098, Loss: 0.0536
Epoch  19 Batch  697/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9023, Loss: 0.0481
Epoch  19 Batch  698/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9091, Loss: 0.0512
Epoch  19 Batch  699/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9134, Loss: 0.0511
Epoch  19 Batch  700/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9091, Loss: 0.0487
Epoch  19 Batch  701/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9091, Loss: 0.0540
Epoch  19 Batch  702/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9041, Loss: 0.0720
Epoch  19 Batch  703/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9073, Loss: 0.0548
Epoch  19 Batch  704/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9027, Loss: 0.0685
Epoch  19 Batch  705/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9041, Loss: 0.0584
Epoch  19 Batch  706/1077 - Train Accuracy: 0.8731, Validation Accuracy: 0.9066, Loss: 0.0681
Epoch  19 Batch  707/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8970, Loss: 0.0579
Epoch  19 Batch  708/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.8970, Loss: 0.0556
Epoch  19 Batch  709/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8988, Loss: 0.0683
Epoch  19 Batch  710/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8967, Loss: 0.0433
Epoch  19 Batch  711/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9009, Loss: 0.0667
Epoch  19 Batch  712/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9009, Loss: 0.0496
Epoch  19 Batch  713/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.8970, Loss: 0.0463
Epoch  19 Batch  714/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9102, Loss: 0.0573
Epoch  19 Batch  715/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9084, Loss: 0.0578
Epoch  19 Batch  716/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9048, Loss: 0.0492
Epoch  19 Batch  717/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9087, Loss: 0.0528
Epoch  19 Batch  718/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9105, Loss: 0.0487
Epoch  19 Batch  719/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.8952, Loss: 0.0505
Epoch  19 Batch  720/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9006, Loss: 0.0574
Epoch  19 Batch  721/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9066, Loss: 0.0628
Epoch  19 Batch  722/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9023, Loss: 0.0453
Epoch  19 Batch  723/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9006, Loss: 0.0562
Epoch  19 Batch  724/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8984, Loss: 0.0575
Epoch  19 Batch  725/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9006, Loss: 0.0434
Epoch  19 Batch  726/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9016, Loss: 0.0539
Epoch  19 Batch  727/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.8974, Loss: 0.0475
Epoch  19 Batch  728/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8999, Loss: 0.0661
Epoch  19 Batch  729/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9048, Loss: 0.0618
Epoch  19 Batch  730/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8999, Loss: 0.0644
Epoch  19 Batch  731/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.8920, Loss: 0.0590
Epoch  19 Batch  732/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.8977, Loss: 0.0648
Epoch  19 Batch  733/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0605
Epoch  19 Batch  734/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9205, Loss: 0.0576
Epoch  19 Batch  735/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9087, Loss: 0.0434
Epoch  19 Batch  736/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0468
Epoch  19 Batch  737/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9062, Loss: 0.0609
Epoch  19 Batch  738/1077 - Train Accuracy: 0.9378, Validation Accuracy: 0.9059, Loss: 0.0369
Epoch  19 Batch  739/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9027, Loss: 0.0490
Epoch  19 Batch  740/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9077, Loss: 0.0421
Epoch  19 Batch  741/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9187, Loss: 0.0574
Epoch  19 Batch  742/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9123, Loss: 0.0492
Epoch  19 Batch  743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0559
Epoch  19 Batch  744/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9169, Loss: 0.0549
Epoch  19 Batch  745/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9119, Loss: 0.0594
Epoch  19 Batch  746/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9109, Loss: 0.0455
Epoch  19 Batch  747/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0431
Epoch  19 Batch  748/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9119, Loss: 0.0461
Epoch  19 Batch  749/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9073, Loss: 0.0525
Epoch  19 Batch  750/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0522
Epoch  19 Batch  751/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0543
Epoch  19 Batch  752/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9023, Loss: 0.0543
Epoch  19 Batch  753/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8896, Loss: 0.0490
Epoch  19 Batch  754/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8991, Loss: 0.0591
Epoch  19 Batch  755/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8995, Loss: 0.0623
Epoch  19 Batch  756/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8995, Loss: 0.0524
Epoch  19 Batch  757/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.8991, Loss: 0.0635
Epoch  19 Batch  758/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8991, Loss: 0.0442
Epoch  19 Batch  759/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9009, Loss: 0.0500
Epoch  19 Batch  760/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8988, Loss: 0.0603
Epoch  19 Batch  761/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9062, Loss: 0.0617
Epoch  19 Batch  762/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9073, Loss: 0.0454
Epoch  19 Batch  763/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9020, Loss: 0.0501
Epoch  19 Batch  764/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9119, Loss: 0.0536
Epoch  19 Batch  765/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9116, Loss: 0.0597
Epoch  19 Batch  766/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9130, Loss: 0.0635
Epoch  19 Batch  767/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9098, Loss: 0.0540
Epoch  19 Batch  768/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0561
Epoch  19 Batch  769/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9126, Loss: 0.0573
Epoch  19 Batch  770/1077 - Train Accuracy: 0.8999, Validation Accuracy: 0.9123, Loss: 0.0520
Epoch  19 Batch  771/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9109, Loss: 0.0554
Epoch  19 Batch  772/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9165, Loss: 0.0461
Epoch  19 Batch  773/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9158, Loss: 0.0488
Epoch  19 Batch  774/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9215, Loss: 0.0603
Epoch  19 Batch  775/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9205, Loss: 0.0501
Epoch  19 Batch  776/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0472
Epoch  19 Batch  777/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9123, Loss: 0.0537
Epoch  19 Batch  778/1077 - Train Accuracy: 0.9036, Validation Accuracy: 0.9151, Loss: 0.0523
Epoch  19 Batch  779/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9130, Loss: 0.0557
Epoch  19 Batch  780/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9141, Loss: 0.0713
Epoch  19 Batch  781/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9158, Loss: 0.0423
Epoch  19 Batch  782/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9158, Loss: 0.0476
Epoch  19 Batch  783/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9094, Loss: 0.0562
Epoch  19 Batch  784/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9094, Loss: 0.0367
Epoch  19 Batch  785/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9119, Loss: 0.0512
Epoch  19 Batch  786/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9119, Loss: 0.0560
Epoch  19 Batch  787/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9158, Loss: 0.0545
Epoch  19 Batch  788/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9169, Loss: 0.0457
Epoch  19 Batch  789/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9102, Loss: 0.0597
Epoch  19 Batch  790/1077 - Train Accuracy: 0.8801, Validation Accuracy: 0.9098, Loss: 0.0598
Epoch  19 Batch  791/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9080, Loss: 0.0633
Epoch  19 Batch  792/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9155, Loss: 0.0560
Epoch  19 Batch  793/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9112, Loss: 0.0501
Epoch  19 Batch  794/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9109, Loss: 0.0441
Epoch  19 Batch  795/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9052, Loss: 0.0681
Epoch  19 Batch  796/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9158, Loss: 0.0536
Epoch  19 Batch  797/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9116, Loss: 0.0507
Epoch  19 Batch  798/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9048, Loss: 0.0497
Epoch  19 Batch  799/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9109, Loss: 0.0656
Epoch  19 Batch  800/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9087, Loss: 0.0492
Epoch  19 Batch  801/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9066, Loss: 0.0516
Epoch  19 Batch  802/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.8952, Loss: 0.0607
Epoch  19 Batch  803/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8999, Loss: 0.0564
Epoch  19 Batch  804/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8942, Loss: 0.0479
Epoch  19 Batch  805/1077 - Train Accuracy: 0.8902, Validation Accuracy: 0.8963, Loss: 0.0627
Epoch  19 Batch  806/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9055, Loss: 0.0473
Epoch  19 Batch  807/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9002, Loss: 0.0444
Epoch  19 Batch  808/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8984, Loss: 0.0733
Epoch  19 Batch  809/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8984, Loss: 0.0740
Epoch  19 Batch  810/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.8984, Loss: 0.0485
Epoch  19 Batch  811/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8917, Loss: 0.0543
Epoch  19 Batch  812/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.8917, Loss: 0.0616
Epoch  19 Batch  813/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8967, Loss: 0.0568
Epoch  19 Batch  814/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9059, Loss: 0.0708
Epoch  19 Batch  815/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9052, Loss: 0.0577
Epoch  19 Batch  816/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9055, Loss: 0.0564
Epoch  19 Batch  817/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9158, Loss: 0.0582
Epoch  19 Batch  818/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9109, Loss: 0.0530
Epoch  19 Batch  819/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9016, Loss: 0.0543
Epoch  19 Batch  820/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9141, Loss: 0.0528
Epoch  19 Batch  821/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9173, Loss: 0.0592
Epoch  19 Batch  822/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9119, Loss: 0.0512
Epoch  19 Batch  823/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9034, Loss: 0.0502
Epoch  19 Batch  824/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9016, Loss: 0.0612
Epoch  19 Batch  825/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9016, Loss: 0.0463
Epoch  19 Batch  826/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8977, Loss: 0.0515
Epoch  19 Batch  827/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9006, Loss: 0.0575
Epoch  19 Batch  828/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0451
Epoch  19 Batch  829/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9034, Loss: 0.0693
Epoch  19 Batch  830/1077 - Train Accuracy: 0.8746, Validation Accuracy: 0.9052, Loss: 0.0639
Epoch  19 Batch  831/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9048, Loss: 0.0557
Epoch  19 Batch  832/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9077, Loss: 0.0516
Epoch  19 Batch  833/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9155, Loss: 0.0562
Epoch  19 Batch  834/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9091, Loss: 0.0574
Epoch  19 Batch  835/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9119, Loss: 0.0627
Epoch  19 Batch  836/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9073, Loss: 0.0552
Epoch  19 Batch  837/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9034, Loss: 0.0620
Epoch  19 Batch  838/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9073, Loss: 0.0497
Epoch  19 Batch  839/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9073, Loss: 0.0472
Epoch  19 Batch  840/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9219, Loss: 0.0495
Epoch  19 Batch  841/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9169, Loss: 0.0726
Epoch  19 Batch  842/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9123, Loss: 0.0451
Epoch  19 Batch  843/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9173, Loss: 0.0496
Epoch  19 Batch  844/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9109, Loss: 0.0457
Epoch  19 Batch  845/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9176, Loss: 0.0535
Epoch  19 Batch  846/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9176, Loss: 0.0667
Epoch  19 Batch  847/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9151, Loss: 0.0647
Epoch  19 Batch  848/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9247, Loss: 0.0430
Epoch  19 Batch  849/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0455
Epoch  19 Batch  850/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9126, Loss: 0.0714
Epoch  19 Batch  851/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9041, Loss: 0.0621
Epoch  19 Batch  852/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9091, Loss: 0.0682
Epoch  19 Batch  853/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9023, Loss: 0.0532
Epoch  19 Batch  854/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9048, Loss: 0.0597
Epoch  19 Batch  855/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.8991, Loss: 0.0585
Epoch  19 Batch  856/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8991, Loss: 0.0565
Epoch  19 Batch  857/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9041, Loss: 0.0479
Epoch  19 Batch  858/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.8970, Loss: 0.0487
Epoch  19 Batch  859/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9020, Loss: 0.0555
Epoch  19 Batch  860/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9034, Loss: 0.0546
Epoch  19 Batch  861/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8906, Loss: 0.0550
Epoch  19 Batch  862/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8885, Loss: 0.0550
Epoch  19 Batch  863/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.8981, Loss: 0.0483
Epoch  19 Batch  864/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9031, Loss: 0.0585
Epoch  19 Batch  865/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9059, Loss: 0.0554
Epoch  19 Batch  866/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8988, Loss: 0.0556
Epoch  19 Batch  867/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9038, Loss: 0.0940
Epoch  19 Batch  868/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9087, Loss: 0.0570
Epoch  19 Batch  869/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9123, Loss: 0.0534
Epoch  19 Batch  870/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9023, Loss: 0.0643
Epoch  19 Batch  871/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8970, Loss: 0.0504
Epoch  19 Batch  872/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9013, Loss: 0.0542
Epoch  19 Batch  873/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.8991, Loss: 0.0548
Epoch  19 Batch  874/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9066, Loss: 0.0664
Epoch  19 Batch  875/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9052, Loss: 0.0565
Epoch  19 Batch  876/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9006, Loss: 0.0495
Epoch  19 Batch  877/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9055, Loss: 0.0468
Epoch  19 Batch  878/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9105, Loss: 0.0560
Epoch  19 Batch  879/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9155, Loss: 0.0438
Epoch  19 Batch  880/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9098, Loss: 0.0644
Epoch  19 Batch  881/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9094, Loss: 0.0534
Epoch  19 Batch  882/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0633
Epoch  19 Batch  883/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9055, Loss: 0.0729
Epoch  19 Batch  884/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9055, Loss: 0.0594
Epoch  19 Batch  885/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.9041, Loss: 0.0419
Epoch  19 Batch  886/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9038, Loss: 0.0502
Epoch  19 Batch  887/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8995, Loss: 0.0610
Epoch  19 Batch  888/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0595
Epoch  19 Batch  889/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9009, Loss: 0.0512
Epoch  19 Batch  890/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9052, Loss: 0.0562
Epoch  19 Batch  891/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9052, Loss: 0.0494
Epoch  19 Batch  892/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0456
Epoch  19 Batch  893/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9034, Loss: 0.0566
Epoch  19 Batch  894/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9080, Loss: 0.0498
Epoch  19 Batch  895/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9087, Loss: 0.0492
Epoch  19 Batch  896/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9045, Loss: 0.0627
Epoch  19 Batch  897/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9038, Loss: 0.0453
Epoch  19 Batch  898/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9031, Loss: 0.0450
Epoch  19 Batch  899/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9013, Loss: 0.0549
Epoch  19 Batch  900/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9034, Loss: 0.0610
Epoch  19 Batch  901/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9016, Loss: 0.0675
Epoch  19 Batch  902/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9162, Loss: 0.0598
Epoch  19 Batch  903/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9141, Loss: 0.0490
Epoch  19 Batch  904/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9165, Loss: 0.0485
Epoch  19 Batch  905/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9158, Loss: 0.0442
Epoch  19 Batch  906/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9119, Loss: 0.0502
Epoch  19 Batch  907/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9066, Loss: 0.0550
Epoch  19 Batch  908/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9066, Loss: 0.0588
Epoch  19 Batch  909/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9126, Loss: 0.0577
Epoch  19 Batch  910/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9151, Loss: 0.0592
Epoch  19 Batch  911/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9091, Loss: 0.0708
Epoch  19 Batch  912/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9112, Loss: 0.0487
Epoch  19 Batch  913/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9148, Loss: 0.0670
Epoch  19 Batch  914/1077 - Train Accuracy: 0.9284, Validation Accuracy: 0.9162, Loss: 0.0878
Epoch  19 Batch  915/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9137, Loss: 0.0510
Epoch  19 Batch  916/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0600
Epoch  19 Batch  917/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9091, Loss: 0.0523
Epoch  19 Batch  918/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9148, Loss: 0.0503
Epoch  19 Batch  919/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9162, Loss: 0.0435
Epoch  19 Batch  920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9134, Loss: 0.0473
Epoch  19 Batch  921/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9144, Loss: 0.0596
Epoch  19 Batch  922/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9080, Loss: 0.0600
Epoch  19 Batch  923/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9062, Loss: 0.0450
Epoch  19 Batch  924/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0631
Epoch  19 Batch  925/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9009, Loss: 0.0479
Epoch  19 Batch  926/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.8977, Loss: 0.0632
Epoch  19 Batch  927/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.8967, Loss: 0.0639
Epoch  19 Batch  928/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8977, Loss: 0.0536
Epoch  19 Batch  929/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8977, Loss: 0.0525
Epoch  19 Batch  930/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8995, Loss: 0.0410
Epoch  19 Batch  931/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9062, Loss: 0.0518
Epoch  19 Batch  932/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9052, Loss: 0.0511
Epoch  19 Batch  933/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9020, Loss: 0.0473
Epoch  19 Batch  934/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0496
Epoch  19 Batch  935/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8991, Loss: 0.0525
Epoch  19 Batch  936/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8995, Loss: 0.0592
Epoch  19 Batch  937/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8952, Loss: 0.0659
Epoch  19 Batch  938/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8952, Loss: 0.0596
Epoch  19 Batch  939/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9031, Loss: 0.0602
Epoch  19 Batch  940/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8988, Loss: 0.0487
Epoch  19 Batch  941/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8952, Loss: 0.0433
Epoch  19 Batch  942/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8924, Loss: 0.0598
Epoch  19 Batch  943/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8917, Loss: 0.0535
Epoch  19 Batch  944/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.8960, Loss: 0.0494
Epoch  19 Batch  945/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.8899, Loss: 0.0419
Epoch  19 Batch  946/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.8920, Loss: 0.0440
Epoch  19 Batch  947/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.8920, Loss: 0.0684
Epoch  19 Batch  948/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8945, Loss: 0.0528
Epoch  19 Batch  949/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8952, Loss: 0.0414
Epoch  19 Batch  950/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0499
Epoch  19 Batch  951/1077 - Train Accuracy: 0.8862, Validation Accuracy: 0.9059, Loss: 0.0606
Epoch  19 Batch  952/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9073, Loss: 0.0426
Epoch  19 Batch  953/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9091, Loss: 0.0461
Epoch  19 Batch  954/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9137, Loss: 0.0570
Epoch  19 Batch  955/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9141, Loss: 0.0630
Epoch  19 Batch  956/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9123, Loss: 0.0543
Epoch  19 Batch  957/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9137, Loss: 0.0386
Epoch  19 Batch  958/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9084, Loss: 0.0597
Epoch  19 Batch  959/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0624
Epoch  19 Batch  960/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0517
Epoch  19 Batch  961/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9034, Loss: 0.0418
Epoch  19 Batch  962/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9016, Loss: 0.0518
Epoch  19 Batch  963/1077 - Train Accuracy: 0.9123, Validation Accuracy: 0.9009, Loss: 0.0650
Epoch  19 Batch  964/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9109, Loss: 0.0439
Epoch  19 Batch  965/1077 - Train Accuracy: 0.9046, Validation Accuracy: 0.9059, Loss: 0.0642
Epoch  19 Batch  966/1077 - Train Accuracy: 0.9541, Validation Accuracy: 0.9073, Loss: 0.0421
Epoch  19 Batch  967/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9077, Loss: 0.0553
Epoch  19 Batch  968/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9080, Loss: 0.0697
Epoch  19 Batch  969/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9087, Loss: 0.0653
Epoch  19 Batch  970/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9116, Loss: 0.0543
Epoch  19 Batch  971/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9073, Loss: 0.0622
Epoch  19 Batch  972/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9073, Loss: 0.0564
Epoch  19 Batch  973/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9102, Loss: 0.0396
Epoch  19 Batch  974/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9034, Loss: 0.0459
Epoch  19 Batch  975/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9094, Loss: 0.0508
Epoch  19 Batch  976/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9098, Loss: 0.0490
Epoch  19 Batch  977/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0446
Epoch  19 Batch  978/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8977, Loss: 0.0541
Epoch  19 Batch  979/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9087, Loss: 0.0498
Epoch  19 Batch  980/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9105, Loss: 0.0530
Epoch  19 Batch  981/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9148, Loss: 0.0555
Epoch  19 Batch  982/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9016, Loss: 0.0538
Epoch  19 Batch  983/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9055, Loss: 0.0549
Epoch  19 Batch  984/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9073, Loss: 0.0627
Epoch  19 Batch  985/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9027, Loss: 0.0474
Epoch  19 Batch  986/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9070, Loss: 0.0516
Epoch  19 Batch  987/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9041, Loss: 0.0507
Epoch  19 Batch  988/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9066, Loss: 0.0604
Epoch  19 Batch  989/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9066, Loss: 0.0606
Epoch  19 Batch  990/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9066, Loss: 0.0590
Epoch  19 Batch  991/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9013, Loss: 0.0522
Epoch  19 Batch  992/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8999, Loss: 0.0542
Epoch  19 Batch  993/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9048, Loss: 0.0361
Epoch  19 Batch  994/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0468
Epoch  19 Batch  995/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9112, Loss: 0.0486
Epoch  19 Batch  996/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9031, Loss: 0.0541
Epoch  19 Batch  997/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9031, Loss: 0.0518
Epoch  19 Batch  998/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9027, Loss: 0.0509
Epoch  19 Batch  999/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8981, Loss: 0.0629
Epoch  19 Batch 1000/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.8839, Loss: 0.0565
Epoch  19 Batch 1001/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9023, Loss: 0.0419
Epoch  19 Batch 1002/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9048, Loss: 0.0380
Epoch  19 Batch 1003/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8977, Loss: 0.0537
Epoch  19 Batch 1004/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8988, Loss: 0.0581
Epoch  19 Batch 1005/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8991, Loss: 0.0563
Epoch  19 Batch 1006/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8949, Loss: 0.0457
Epoch  19 Batch 1007/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.8945, Loss: 0.0448
Epoch  19 Batch 1008/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9023, Loss: 0.0553
Epoch  19 Batch 1009/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9023, Loss: 0.0410
Epoch  19 Batch 1010/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9031, Loss: 0.0497
Epoch  19 Batch 1011/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0500
Epoch  19 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9112, Loss: 0.0368
Epoch  19 Batch 1013/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9180, Loss: 0.0364
Epoch  19 Batch 1014/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0497
Epoch  19 Batch 1015/1077 - Train Accuracy: 0.8773, Validation Accuracy: 0.9102, Loss: 0.0642
Epoch  19 Batch 1016/1077 - Train Accuracy: 0.8847, Validation Accuracy: 0.9070, Loss: 0.0545
Epoch  19 Batch 1017/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9020, Loss: 0.0481
Epoch  19 Batch 1018/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9020, Loss: 0.0569
Epoch  19 Batch 1019/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9020, Loss: 0.0632
Epoch  19 Batch 1020/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9098, Loss: 0.0482
Epoch  19 Batch 1021/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9109, Loss: 0.0551
Epoch  19 Batch 1022/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9062, Loss: 0.0456
Epoch  19 Batch 1023/1077 - Train Accuracy: 0.9347, Validation Accuracy: 0.8995, Loss: 0.0500
Epoch  19 Batch 1024/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9066, Loss: 0.0606
Epoch  19 Batch 1025/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9073, Loss: 0.0491
Epoch  19 Batch 1026/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9023, Loss: 0.0574
Epoch  19 Batch 1027/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9023, Loss: 0.0500
Epoch  19 Batch 1028/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.9023, Loss: 0.0514
Epoch  19 Batch 1029/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9016, Loss: 0.0418
Epoch  19 Batch 1030/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9045, Loss: 0.0544
Epoch  19 Batch 1031/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9144, Loss: 0.0602
Epoch  19 Batch 1032/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9144, Loss: 0.0618
Epoch  19 Batch 1033/1077 - Train Accuracy: 0.8962, Validation Accuracy: 0.9077, Loss: 0.0539
Epoch  19 Batch 1034/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9066, Loss: 0.0525
Epoch  19 Batch 1035/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9151, Loss: 0.0374
Epoch  19 Batch 1036/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9126, Loss: 0.0703
Epoch  19 Batch 1037/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9130, Loss: 0.0538
Epoch  19 Batch 1038/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9098, Loss: 0.0659
Epoch  19 Batch 1039/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9112, Loss: 0.0539
Epoch  19 Batch 1040/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.8960, Loss: 0.0475
Epoch  19 Batch 1041/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8984, Loss: 0.0569
Epoch  19 Batch 1042/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0483
Epoch  19 Batch 1043/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9013, Loss: 0.0733
Epoch  19 Batch 1044/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9041, Loss: 0.0603
Epoch  19 Batch 1045/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9165, Loss: 0.0529
Epoch  19 Batch 1046/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9094, Loss: 0.0449
Epoch  19 Batch 1047/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9034, Loss: 0.0487
Epoch  19 Batch 1048/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9091, Loss: 0.0566
Epoch  19 Batch 1049/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9148, Loss: 0.0595
Epoch  19 Batch 1050/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9066, Loss: 0.0414
Epoch  19 Batch 1051/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9119, Loss: 0.0615
Epoch  19 Batch 1052/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9183, Loss: 0.0504
Epoch  19 Batch 1053/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9176, Loss: 0.0538
Epoch  19 Batch 1054/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9251, Loss: 0.0456
Epoch  19 Batch 1055/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9212, Loss: 0.0592
Epoch  19 Batch 1056/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9265, Loss: 0.0527
Epoch  19 Batch 1057/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9190, Loss: 0.0551
Epoch  19 Batch 1058/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9240, Loss: 0.0596
Epoch  19 Batch 1059/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9187, Loss: 0.0692
Epoch  19 Batch 1060/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9158, Loss: 0.0448
Epoch  19 Batch 1061/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9052, Loss: 0.0708
Epoch  19 Batch 1062/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.8949, Loss: 0.0666
Epoch  19 Batch 1063/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.8899, Loss: 0.0566
Epoch  19 Batch 1064/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.8878, Loss: 0.0554
Epoch  19 Batch 1065/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8910, Loss: 0.0560
Epoch  19 Batch 1066/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8988, Loss: 0.0467
Epoch  19 Batch 1067/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9112, Loss: 0.0560
Epoch  19 Batch 1068/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9105, Loss: 0.0468
Epoch  19 Batch 1069/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9130, Loss: 0.0492
Epoch  19 Batch 1070/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9148, Loss: 0.0523
Epoch  19 Batch 1071/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9041, Loss: 0.0486
Epoch  19 Batch 1072/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9070, Loss: 0.0531
Epoch  19 Batch 1073/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9013, Loss: 0.0651
Epoch  19 Batch 1074/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0704
Epoch  19 Batch 1075/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9105, Loss: 0.0625
Epoch  20 Batch    1/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9215, Loss: 0.0424
Epoch  20 Batch    2/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9091, Loss: 0.0557
Epoch  20 Batch    3/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9020, Loss: 0.0583
Epoch  20 Batch    4/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9148, Loss: 0.0490
Epoch  20 Batch    5/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9148, Loss: 0.0692
Epoch  20 Batch    6/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9197, Loss: 0.0496
Epoch  20 Batch    7/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9094, Loss: 0.0484
Epoch  20 Batch    8/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9098, Loss: 0.0453
Epoch  20 Batch    9/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9073, Loss: 0.0506
Epoch  20 Batch   10/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.8974, Loss: 0.0519
Epoch  20 Batch   11/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9006, Loss: 0.0549
Epoch  20 Batch   12/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9062, Loss: 0.0478
Epoch  20 Batch   13/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9006, Loss: 0.0746
Epoch  20 Batch   14/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0449
Epoch  20 Batch   15/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9038, Loss: 0.0470
Epoch  20 Batch   16/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9109, Loss: 0.0515
Epoch  20 Batch   17/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9197, Loss: 0.0441
Epoch  20 Batch   18/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9201, Loss: 0.0485
Epoch  20 Batch   19/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9197, Loss: 0.0490
Epoch  20 Batch   20/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9201, Loss: 0.0443
Epoch  20 Batch   21/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9244, Loss: 0.0541
Epoch  20 Batch   22/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9244, Loss: 0.0562
Epoch  20 Batch   23/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9180, Loss: 0.0433
Epoch  20 Batch   24/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9105, Loss: 0.0514
Epoch  20 Batch   25/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0482
Epoch  20 Batch   26/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9062, Loss: 0.0589
Epoch  20 Batch   27/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0410
Epoch  20 Batch   28/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9119, Loss: 0.0501
Epoch  20 Batch   29/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9165, Loss: 0.0547
Epoch  20 Batch   30/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9116, Loss: 0.0470
Epoch  20 Batch   31/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9112, Loss: 0.0490
Epoch  20 Batch   32/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9137, Loss: 0.0458
Epoch  20 Batch   33/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9137, Loss: 0.0497
Epoch  20 Batch   34/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9187, Loss: 0.0580
Epoch  20 Batch   35/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9219, Loss: 0.0515
Epoch  20 Batch   36/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9173, Loss: 0.0540
Epoch  20 Batch   37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9155, Loss: 0.0507
Epoch  20 Batch   38/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9109, Loss: 0.0652
Epoch  20 Batch   39/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9109, Loss: 0.0665
Epoch  20 Batch   40/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9112, Loss: 0.0440
Epoch  20 Batch   41/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9109, Loss: 0.0468
Epoch  20 Batch   42/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9158, Loss: 0.0623
Epoch  20 Batch   43/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9084, Loss: 0.0386
Epoch  20 Batch   44/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9041, Loss: 0.0439
Epoch  20 Batch   45/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8991, Loss: 0.0516
Epoch  20 Batch   46/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9013, Loss: 0.0619
Epoch  20 Batch   47/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9013, Loss: 0.0527
Epoch  20 Batch   48/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8995, Loss: 0.0700
Epoch  20 Batch   49/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8920, Loss: 0.0599
Epoch  20 Batch   50/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9091, Loss: 0.0490
Epoch  20 Batch   51/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9084, Loss: 0.0512
Epoch  20 Batch   52/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8991, Loss: 0.0711
Epoch  20 Batch   53/1077 - Train Accuracy: 0.9005, Validation Accuracy: 0.9009, Loss: 0.0510
Epoch  20 Batch   54/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8991, Loss: 0.0756
Epoch  20 Batch   55/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8991, Loss: 0.0512
Epoch  20 Batch   56/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9080, Loss: 0.0446
Epoch  20 Batch   57/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9137, Loss: 0.0558
Epoch  20 Batch   58/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9094, Loss: 0.0450
Epoch  20 Batch   59/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9013, Loss: 0.0516
Epoch  20 Batch   60/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9013, Loss: 0.0408
Epoch  20 Batch   61/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9094, Loss: 0.0581
Epoch  20 Batch   62/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9070, Loss: 0.0559
Epoch  20 Batch   63/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9073, Loss: 0.0440
Epoch  20 Batch   64/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0476
Epoch  20 Batch   65/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9165, Loss: 0.0548
Epoch  20 Batch   66/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9070, Loss: 0.0399
Epoch  20 Batch   67/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9073, Loss: 0.0437
Epoch  20 Batch   68/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9123, Loss: 0.0646
Epoch  20 Batch   69/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9052, Loss: 0.0616
Epoch  20 Batch   70/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9102, Loss: 0.0615
Epoch  20 Batch   71/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9151, Loss: 0.0370
Epoch  20 Batch   72/1077 - Train Accuracy: 0.8883, Validation Accuracy: 0.9258, Loss: 0.0559
Epoch  20 Batch   73/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9180, Loss: 0.0523
Epoch  20 Batch   74/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9187, Loss: 0.0456
Epoch  20 Batch   75/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9158, Loss: 0.0697
Epoch  20 Batch   76/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9205, Loss: 0.0412
Epoch  20 Batch   77/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9268, Loss: 0.0485
Epoch  20 Batch   78/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0513
Epoch  20 Batch   79/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9183, Loss: 0.0500
Epoch  20 Batch   80/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9148, Loss: 0.0498
Epoch  20 Batch   81/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9126, Loss: 0.0434
Epoch  20 Batch   82/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9187, Loss: 0.0507
Epoch  20 Batch   83/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9176, Loss: 0.0492
Epoch  20 Batch   84/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9169, Loss: 0.0478
Epoch  20 Batch   85/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9268, Loss: 0.0521
Epoch  20 Batch   86/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9137, Loss: 0.0498
Epoch  20 Batch   87/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9126, Loss: 0.0628
Epoch  20 Batch   88/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9059, Loss: 0.0571
Epoch  20 Batch   89/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.8956, Loss: 0.0570
Epoch  20 Batch   90/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9009, Loss: 0.0465
Epoch  20 Batch   91/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9048, Loss: 0.0482
Epoch  20 Batch   92/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9045, Loss: 0.0562
Epoch  20 Batch   93/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.8956, Loss: 0.0485
Epoch  20 Batch   94/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.8938, Loss: 0.0413
Epoch  20 Batch   95/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8981, Loss: 0.0578
Epoch  20 Batch   96/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.8963, Loss: 0.0558
Epoch  20 Batch   97/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.8874, Loss: 0.0506
Epoch  20 Batch   98/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8942, Loss: 0.0540
Epoch  20 Batch   99/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0505
Epoch  20 Batch  100/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9080, Loss: 0.0497
Epoch  20 Batch  101/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9055, Loss: 0.0399
Epoch  20 Batch  102/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9148, Loss: 0.0434
Epoch  20 Batch  103/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0649
Epoch  20 Batch  104/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9031, Loss: 0.0559
Epoch  20 Batch  105/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.8956, Loss: 0.0519
Epoch  20 Batch  106/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.8935, Loss: 0.0607
Epoch  20 Batch  107/1077 - Train Accuracy: 0.9081, Validation Accuracy: 0.9002, Loss: 0.0529
Epoch  20 Batch  108/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.8974, Loss: 0.0560
Epoch  20 Batch  109/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8977, Loss: 0.0529
Epoch  20 Batch  110/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8977, Loss: 0.0423
Epoch  20 Batch  111/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8981, Loss: 0.0515
Epoch  20 Batch  112/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9016, Loss: 0.0499
Epoch  20 Batch  113/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9016, Loss: 0.0632
Epoch  20 Batch  114/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9027, Loss: 0.0457
Epoch  20 Batch  115/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9073, Loss: 0.0686
Epoch  20 Batch  116/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9091, Loss: 0.0714
Epoch  20 Batch  117/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9162, Loss: 0.0557
Epoch  20 Batch  118/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9066, Loss: 0.0571
Epoch  20 Batch  119/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9070, Loss: 0.0446
Epoch  20 Batch  120/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9123, Loss: 0.0582
Epoch  20 Batch  121/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9130, Loss: 0.0590
Epoch  20 Batch  122/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9105, Loss: 0.0461
Epoch  20 Batch  123/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9020, Loss: 0.0405
Epoch  20 Batch  124/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9116, Loss: 0.0581
Epoch  20 Batch  125/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9070, Loss: 0.0615
Epoch  20 Batch  126/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9066, Loss: 0.0430
Epoch  20 Batch  127/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9009, Loss: 0.0450
Epoch  20 Batch  128/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.8899, Loss: 0.0486
Epoch  20 Batch  129/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8899, Loss: 0.0597
Epoch  20 Batch  130/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8952, Loss: 0.0504
Epoch  20 Batch  131/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.8974, Loss: 0.0578
Epoch  20 Batch  132/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8935, Loss: 0.0495
Epoch  20 Batch  133/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8935, Loss: 0.0464
Epoch  20 Batch  134/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.8949, Loss: 0.0480
Epoch  20 Batch  135/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0511
Epoch  20 Batch  136/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9087, Loss: 0.0423
Epoch  20 Batch  137/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9155, Loss: 0.0449
Epoch  20 Batch  138/1077 - Train Accuracy: 0.8848, Validation Accuracy: 0.9105, Loss: 0.0470
Epoch  20 Batch  139/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9102, Loss: 0.0497
Epoch  20 Batch  140/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9102, Loss: 0.0474
Epoch  20 Batch  141/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9077, Loss: 0.0497
Epoch  20 Batch  142/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9027, Loss: 0.0488
Epoch  20 Batch  143/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9031, Loss: 0.0582
Epoch  20 Batch  144/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9052, Loss: 0.0677
Epoch  20 Batch  145/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8967, Loss: 0.0493
Epoch  20 Batch  146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8988, Loss: 0.0870
Epoch  20 Batch  147/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8988, Loss: 0.0450
Epoch  20 Batch  148/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9016, Loss: 0.0566
Epoch  20 Batch  149/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8999, Loss: 0.0482
Epoch  20 Batch  150/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8991, Loss: 0.0534
Epoch  20 Batch  151/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.8984, Loss: 0.0446
Epoch  20 Batch  152/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.8991, Loss: 0.0609
Epoch  20 Batch  153/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9027, Loss: 0.0622
Epoch  20 Batch  154/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8974, Loss: 0.0531
Epoch  20 Batch  155/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8974, Loss: 0.0494
Epoch  20 Batch  156/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9052, Loss: 0.0429
Epoch  20 Batch  157/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9062, Loss: 0.0489
Epoch  20 Batch  158/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9116, Loss: 0.0553
Epoch  20 Batch  159/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9141, Loss: 0.0504
Epoch  20 Batch  160/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9116, Loss: 0.0402
Epoch  20 Batch  161/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9116, Loss: 0.0410
Epoch  20 Batch  162/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9109, Loss: 0.0632
Epoch  20 Batch  163/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9109, Loss: 0.0639
Epoch  20 Batch  164/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9112, Loss: 0.0527
Epoch  20 Batch  165/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9091, Loss: 0.0656
Epoch  20 Batch  166/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9141, Loss: 0.0614
Epoch  20 Batch  167/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0486
Epoch  20 Batch  168/1077 - Train Accuracy: 0.8849, Validation Accuracy: 0.9098, Loss: 0.0620
Epoch  20 Batch  169/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9098, Loss: 0.0568
Epoch  20 Batch  170/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9094, Loss: 0.0544
Epoch  20 Batch  171/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9165, Loss: 0.0451
Epoch  20 Batch  172/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9116, Loss: 0.0423
Epoch  20 Batch  173/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9094, Loss: 0.0503
Epoch  20 Batch  174/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9123, Loss: 0.0442
Epoch  20 Batch  175/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9020, Loss: 0.0614
Epoch  20 Batch  176/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9002, Loss: 0.0495
Epoch  20 Batch  177/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9027, Loss: 0.0595
Epoch  20 Batch  178/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9098, Loss: 0.0491
Epoch  20 Batch  179/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9112, Loss: 0.0534
Epoch  20 Batch  180/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9126, Loss: 0.0441
Epoch  20 Batch  181/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9173, Loss: 0.0553
Epoch  20 Batch  182/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9137, Loss: 0.0599
Epoch  20 Batch  183/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9144, Loss: 0.0561
Epoch  20 Batch  184/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9144, Loss: 0.0466
Epoch  20 Batch  185/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0509
Epoch  20 Batch  186/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9094, Loss: 0.0495
Epoch  20 Batch  187/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9094, Loss: 0.0433
Epoch  20 Batch  188/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9041, Loss: 0.0536
Epoch  20 Batch  189/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9091, Loss: 0.0487
Epoch  20 Batch  190/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9048, Loss: 0.0461
Epoch  20 Batch  191/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9048, Loss: 0.0424
Epoch  20 Batch  192/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9102, Loss: 0.0611
Epoch  20 Batch  193/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9002, Loss: 0.0484
Epoch  20 Batch  194/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9073, Loss: 0.0382
Epoch  20 Batch  195/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0413
Epoch  20 Batch  196/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9031, Loss: 0.0410
Epoch  20 Batch  197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9052, Loss: 0.0531
Epoch  20 Batch  198/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9052, Loss: 0.0511
Epoch  20 Batch  199/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9148, Loss: 0.0444
Epoch  20 Batch  200/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9091, Loss: 0.0503
Epoch  20 Batch  201/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9130, Loss: 0.0425
Epoch  20 Batch  202/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9148, Loss: 0.0488
Epoch  20 Batch  203/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9197, Loss: 0.0524
Epoch  20 Batch  204/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9151, Loss: 0.0785
Epoch  20 Batch  205/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9148, Loss: 0.0576
Epoch  20 Batch  206/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9098, Loss: 0.0459
Epoch  20 Batch  207/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9155, Loss: 0.0477
Epoch  20 Batch  208/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9155, Loss: 0.0492
Epoch  20 Batch  209/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9155, Loss: 0.0421
Epoch  20 Batch  210/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9151, Loss: 0.0520
Epoch  20 Batch  211/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9176, Loss: 0.0493
Epoch  20 Batch  212/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9080, Loss: 0.0466
Epoch  20 Batch  213/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.8988, Loss: 0.0402
Epoch  20 Batch  214/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9002, Loss: 0.0492
Epoch  20 Batch  215/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9055, Loss: 0.0583
Epoch  20 Batch  216/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9070, Loss: 0.0520
Epoch  20 Batch  217/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9002, Loss: 0.0448
Epoch  20 Batch  218/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9002, Loss: 0.0560
Epoch  20 Batch  219/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9094, Loss: 0.0384
Epoch  20 Batch  220/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9094, Loss: 0.0533
Epoch  20 Batch  221/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9197, Loss: 0.0543
Epoch  20 Batch  222/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9197, Loss: 0.0446
Epoch  20 Batch  223/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9098, Loss: 0.0490
Epoch  20 Batch  224/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9169, Loss: 0.0522
Epoch  20 Batch  225/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9098, Loss: 0.0599
Epoch  20 Batch  226/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9123, Loss: 0.0417
Epoch  20 Batch  227/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9066, Loss: 0.0588
Epoch  20 Batch  228/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9066, Loss: 0.0419
Epoch  20 Batch  229/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9165, Loss: 0.0507
Epoch  20 Batch  230/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9165, Loss: 0.0462
Epoch  20 Batch  231/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9155, Loss: 0.0580
Epoch  20 Batch  232/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9137, Loss: 0.0445
Epoch  20 Batch  233/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9091, Loss: 0.0592
Epoch  20 Batch  234/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9183, Loss: 0.0597
Epoch  20 Batch  235/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9130, Loss: 0.0560
Epoch  20 Batch  236/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9148, Loss: 0.0552
Epoch  20 Batch  237/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9194, Loss: 0.0423
Epoch  20 Batch  238/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9197, Loss: 0.0447
Epoch  20 Batch  239/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9176, Loss: 0.0400
Epoch  20 Batch  240/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9123, Loss: 0.0414
Epoch  20 Batch  241/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9137, Loss: 0.0410
Epoch  20 Batch  242/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0439
Epoch  20 Batch  243/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9183, Loss: 0.0547
Epoch  20 Batch  244/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9141, Loss: 0.0455
Epoch  20 Batch  245/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9190, Loss: 0.0463
Epoch  20 Batch  246/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9194, Loss: 0.0521
Epoch  20 Batch  247/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9176, Loss: 0.0528
Epoch  20 Batch  248/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9158, Loss: 0.0542
Epoch  20 Batch  249/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9023, Loss: 0.0509
Epoch  20 Batch  250/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9073, Loss: 0.0495
Epoch  20 Batch  251/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9073, Loss: 0.0564
Epoch  20 Batch  252/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9091, Loss: 0.0573
Epoch  20 Batch  253/1077 - Train Accuracy: 0.9205, Validation Accuracy: 0.9091, Loss: 0.0473
Epoch  20 Batch  254/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9087, Loss: 0.0524
Epoch  20 Batch  255/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9119, Loss: 0.0481
Epoch  20 Batch  256/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9215, Loss: 0.0765
Epoch  20 Batch  257/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9162, Loss: 0.0551
Epoch  20 Batch  258/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9134, Loss: 0.0487
Epoch  20 Batch  259/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9109, Loss: 0.0431
Epoch  20 Batch  260/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9084, Loss: 0.0466
Epoch  20 Batch  261/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9087, Loss: 0.0445
Epoch  20 Batch  262/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9155, Loss: 0.0441
Epoch  20 Batch  263/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9034, Loss: 0.0440
Epoch  20 Batch  264/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9119, Loss: 0.0539
Epoch  20 Batch  265/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9073, Loss: 0.0521
Epoch  20 Batch  266/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9041, Loss: 0.0531
Epoch  20 Batch  267/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9059, Loss: 0.0451
Epoch  20 Batch  268/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.8995, Loss: 0.0547
Epoch  20 Batch  269/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.8995, Loss: 0.0660
Epoch  20 Batch  270/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8988, Loss: 0.0583
Epoch  20 Batch  271/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9041, Loss: 0.0484
Epoch  20 Batch  272/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.8967, Loss: 0.0758
Epoch  20 Batch  273/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9052, Loss: 0.0483
Epoch  20 Batch  274/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9052, Loss: 0.0515
Epoch  20 Batch  275/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9013, Loss: 0.0535
Epoch  20 Batch  276/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9041, Loss: 0.0728
Epoch  20 Batch  277/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8995, Loss: 0.0435
Epoch  20 Batch  278/1077 - Train Accuracy: 0.8859, Validation Accuracy: 0.8977, Loss: 0.0598
Epoch  20 Batch  279/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9009, Loss: 0.0570
Epoch  20 Batch  280/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9052, Loss: 0.0559
Epoch  20 Batch  281/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9020, Loss: 0.0589
Epoch  20 Batch  282/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9070, Loss: 0.0704
Epoch  20 Batch  283/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9013, Loss: 0.0531
Epoch  20 Batch  284/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9112, Loss: 0.0554
Epoch  20 Batch  285/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8988, Loss: 0.0566
Epoch  20 Batch  286/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8956, Loss: 0.0495
Epoch  20 Batch  287/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.8896, Loss: 0.0536
Epoch  20 Batch  288/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8938, Loss: 0.0665
Epoch  20 Batch  289/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.8956, Loss: 0.0445
Epoch  20 Batch  290/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9009, Loss: 0.0726
Epoch  20 Batch  291/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.9073, Loss: 0.0669
Epoch  20 Batch  292/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9080, Loss: 0.0570
Epoch  20 Batch  293/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9080, Loss: 0.0525
Epoch  20 Batch  294/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9087, Loss: 0.0492
Epoch  20 Batch  295/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9066, Loss: 0.0645
Epoch  20 Batch  296/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9052, Loss: 0.0516
Epoch  20 Batch  297/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9034, Loss: 0.0582
Epoch  20 Batch  298/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9073, Loss: 0.0598
Epoch  20 Batch  299/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9102, Loss: 0.0564
Epoch  20 Batch  300/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8988, Loss: 0.0443
Epoch  20 Batch  301/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.8949, Loss: 0.0475
Epoch  20 Batch  302/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.8913, Loss: 0.0523
Epoch  20 Batch  303/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.8977, Loss: 0.0573
Epoch  20 Batch  304/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8949, Loss: 0.0530
Epoch  20 Batch  305/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9048, Loss: 0.0508
Epoch  20 Batch  306/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9155, Loss: 0.0595
Epoch  20 Batch  307/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9123, Loss: 0.0531
Epoch  20 Batch  308/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9094, Loss: 0.0559
Epoch  20 Batch  309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9059, Loss: 0.0392
Epoch  20 Batch  310/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9048, Loss: 0.0512
Epoch  20 Batch  311/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9070, Loss: 0.0454
Epoch  20 Batch  312/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9119, Loss: 0.0604
Epoch  20 Batch  313/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9055, Loss: 0.0430
Epoch  20 Batch  314/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9109, Loss: 0.0546
Epoch  20 Batch  315/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9212, Loss: 0.0458
Epoch  20 Batch  316/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9102, Loss: 0.0521
Epoch  20 Batch  317/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0597
Epoch  20 Batch  318/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9212, Loss: 0.0472
Epoch  20 Batch  319/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9123, Loss: 0.0625
Epoch  20 Batch  320/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9144, Loss: 0.0654
Epoch  20 Batch  321/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0451
Epoch  20 Batch  322/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9048, Loss: 0.0462
Epoch  20 Batch  323/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.8984, Loss: 0.0502
Epoch  20 Batch  324/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8878, Loss: 0.0487
Epoch  20 Batch  325/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8874, Loss: 0.0516
Epoch  20 Batch  326/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.8924, Loss: 0.0444
Epoch  20 Batch  327/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.8874, Loss: 0.0623
Epoch  20 Batch  328/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8860, Loss: 0.0589
Epoch  20 Batch  329/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8846, Loss: 0.0564
Epoch  20 Batch  330/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.8892, Loss: 0.0554
Epoch  20 Batch  331/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.8949, Loss: 0.0549
Epoch  20 Batch  332/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8935, Loss: 0.0347
Epoch  20 Batch  333/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.8935, Loss: 0.0422
Epoch  20 Batch  334/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.8970, Loss: 0.0498
Epoch  20 Batch  335/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8974, Loss: 0.0442
Epoch  20 Batch  336/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.8991, Loss: 0.0861
Epoch  20 Batch  337/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.8991, Loss: 0.0568
Epoch  20 Batch  338/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9183, Loss: 0.0700
Epoch  20 Batch  339/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9137, Loss: 0.0441
Epoch  20 Batch  340/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9130, Loss: 0.0459
Epoch  20 Batch  341/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9180, Loss: 0.0716
Epoch  20 Batch  342/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9084, Loss: 0.0485
Epoch  20 Batch  343/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9130, Loss: 0.0593
Epoch  20 Batch  344/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9087, Loss: 0.0491
Epoch  20 Batch  345/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9027, Loss: 0.0518
Epoch  20 Batch  346/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9087, Loss: 0.0514
Epoch  20 Batch  347/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9087, Loss: 0.0409
Epoch  20 Batch  348/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9116, Loss: 0.0480
Epoch  20 Batch  349/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8995, Loss: 0.0460
Epoch  20 Batch  350/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9013, Loss: 0.0510
Epoch  20 Batch  351/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9102, Loss: 0.0532
Epoch  20 Batch  352/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9109, Loss: 0.0419
Epoch  20 Batch  353/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9105, Loss: 0.0625
Epoch  20 Batch  354/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9038, Loss: 0.0602
Epoch  20 Batch  355/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9094, Loss: 0.0500
Epoch  20 Batch  356/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9048, Loss: 0.0538
Epoch  20 Batch  357/1077 - Train Accuracy: 0.9018, Validation Accuracy: 0.8963, Loss: 0.0514
Epoch  20 Batch  358/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9052, Loss: 0.0563
Epoch  20 Batch  359/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9055, Loss: 0.0490
Epoch  20 Batch  360/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9055, Loss: 0.0404
Epoch  20 Batch  361/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9055, Loss: 0.0421
Epoch  20 Batch  362/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9226, Loss: 0.0626
Epoch  20 Batch  363/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9165, Loss: 0.0548
Epoch  20 Batch  364/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0685
Epoch  20 Batch  365/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9062, Loss: 0.0421
Epoch  20 Batch  366/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0453
Epoch  20 Batch  367/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9002, Loss: 0.0448
Epoch  20 Batch  368/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8999, Loss: 0.0580
Epoch  20 Batch  369/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.8977, Loss: 0.0525
Epoch  20 Batch  370/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9031, Loss: 0.0457
Epoch  20 Batch  371/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9052, Loss: 0.0449
Epoch  20 Batch  372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9020, Loss: 0.0452
Epoch  20 Batch  373/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8945, Loss: 0.0374
Epoch  20 Batch  374/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.8867, Loss: 0.0465
Epoch  20 Batch  375/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8910, Loss: 0.0467
Epoch  20 Batch  376/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.8920, Loss: 0.0599
Epoch  20 Batch  377/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.8942, Loss: 0.0535
Epoch  20 Batch  378/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8899, Loss: 0.0444
Epoch  20 Batch  379/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9055, Loss: 0.0585
Epoch  20 Batch  380/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9006, Loss: 0.0473
Epoch  20 Batch  381/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.8999, Loss: 0.0643
Epoch  20 Batch  382/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9041, Loss: 0.0695
Epoch  20 Batch  383/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9052, Loss: 0.0520
Epoch  20 Batch  384/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9077, Loss: 0.0436
Epoch  20 Batch  385/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9013, Loss: 0.0423
Epoch  20 Batch  386/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9066, Loss: 0.0443
Epoch  20 Batch  387/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9070, Loss: 0.0506
Epoch  20 Batch  388/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9091, Loss: 0.0621
Epoch  20 Batch  389/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9084, Loss: 0.0521
Epoch  20 Batch  390/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9080, Loss: 0.0678
Epoch  20 Batch  391/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9052, Loss: 0.0564
Epoch  20 Batch  392/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9002, Loss: 0.0583
Epoch  20 Batch  393/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9055, Loss: 0.0518
Epoch  20 Batch  394/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9077, Loss: 0.0555
Epoch  20 Batch  395/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9023, Loss: 0.0526
Epoch  20 Batch  396/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9023, Loss: 0.0580
Epoch  20 Batch  397/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9105, Loss: 0.0534
Epoch  20 Batch  398/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9055, Loss: 0.0545
Epoch  20 Batch  399/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9009, Loss: 0.0519
Epoch  20 Batch  400/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.8931, Loss: 0.0575
Epoch  20 Batch  401/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8931, Loss: 0.0465
Epoch  20 Batch  402/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9006, Loss: 0.0421
Epoch  20 Batch  403/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.8860, Loss: 0.0659
Epoch  20 Batch  404/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.8871, Loss: 0.0492
Epoch  20 Batch  405/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.8945, Loss: 0.0616
Epoch  20 Batch  406/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.8977, Loss: 0.0455
Epoch  20 Batch  407/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.8949, Loss: 0.0554
Epoch  20 Batch  408/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8928, Loss: 0.0538
Epoch  20 Batch  409/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8928, Loss: 0.0563
Epoch  20 Batch  410/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.8928, Loss: 0.0634
Epoch  20 Batch  411/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8853, Loss: 0.0569
Epoch  20 Batch  412/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8807, Loss: 0.0421
Epoch  20 Batch  413/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.8832, Loss: 0.0521
Epoch  20 Batch  414/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8991, Loss: 0.0531
Epoch  20 Batch  415/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.8999, Loss: 0.0656
Epoch  20 Batch  416/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9048, Loss: 0.0482
Epoch  20 Batch  417/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9098, Loss: 0.0692
Epoch  20 Batch  418/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0518
Epoch  20 Batch  419/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9066, Loss: 0.0422
Epoch  20 Batch  420/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9020, Loss: 0.0436
Epoch  20 Batch  421/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9031, Loss: 0.0684
Epoch  20 Batch  422/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9073, Loss: 0.0457
Epoch  20 Batch  423/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9077, Loss: 0.0548
Epoch  20 Batch  424/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9070, Loss: 0.0480
Epoch  20 Batch  425/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9034, Loss: 0.0442
Epoch  20 Batch  426/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9038, Loss: 0.0629
Epoch  20 Batch  427/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.8977, Loss: 0.0430
Epoch  20 Batch  428/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.8928, Loss: 0.0410
Epoch  20 Batch  429/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8984, Loss: 0.0467
Epoch  20 Batch  430/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8999, Loss: 0.0488
Epoch  20 Batch  431/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8977, Loss: 0.0419
Epoch  20 Batch  432/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0522
Epoch  20 Batch  433/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9031, Loss: 0.0526
Epoch  20 Batch  434/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9031, Loss: 0.0533
Epoch  20 Batch  435/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9016, Loss: 0.0563
Epoch  20 Batch  436/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9016, Loss: 0.0541
Epoch  20 Batch  437/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9013, Loss: 0.0432
Epoch  20 Batch  438/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9034, Loss: 0.0454
Epoch  20 Batch  439/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8963, Loss: 0.0586
Epoch  20 Batch  440/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9031, Loss: 0.0647
Epoch  20 Batch  441/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.8928, Loss: 0.0498
Epoch  20 Batch  442/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.8942, Loss: 0.0533
Epoch  20 Batch  443/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8942, Loss: 0.0457
Epoch  20 Batch  444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9045, Loss: 0.0520
Epoch  20 Batch  445/1077 - Train Accuracy: 0.8923, Validation Accuracy: 0.8999, Loss: 0.0570
Epoch  20 Batch  446/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.8995, Loss: 0.0409
Epoch  20 Batch  447/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8995, Loss: 0.0511
Epoch  20 Batch  448/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9002, Loss: 0.0613
Epoch  20 Batch  449/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.8938, Loss: 0.0634
Epoch  20 Batch  450/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.8913, Loss: 0.0548
Epoch  20 Batch  451/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.8999, Loss: 0.0482
Epoch  20 Batch  452/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9052, Loss: 0.0420
Epoch  20 Batch  453/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9055, Loss: 0.0455
Epoch  20 Batch  454/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9034, Loss: 0.0623
Epoch  20 Batch  455/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9006, Loss: 0.0463
Epoch  20 Batch  456/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8991, Loss: 0.0539
Epoch  20 Batch  457/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9045, Loss: 0.0439
Epoch  20 Batch  458/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9041, Loss: 0.0564
Epoch  20 Batch  459/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9105, Loss: 0.0491
Epoch  20 Batch  460/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9094, Loss: 0.0559
Epoch  20 Batch  461/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9066, Loss: 0.0462
Epoch  20 Batch  462/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9020, Loss: 0.0558
Epoch  20 Batch  463/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9020, Loss: 0.0468
Epoch  20 Batch  464/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9020, Loss: 0.0530
Epoch  20 Batch  465/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9066, Loss: 0.0657
Epoch  20 Batch  466/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8984, Loss: 0.0488
Epoch  20 Batch  467/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9055, Loss: 0.0570
Epoch  20 Batch  468/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9102, Loss: 0.0521
Epoch  20 Batch  469/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9052, Loss: 0.0483
Epoch  20 Batch  470/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9084, Loss: 0.0506
Epoch  20 Batch  471/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9134, Loss: 0.0395
Epoch  20 Batch  472/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9091, Loss: 0.0433
Epoch  20 Batch  473/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9087, Loss: 0.0533
Epoch  20 Batch  474/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9016, Loss: 0.0462
Epoch  20 Batch  475/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9034, Loss: 0.0510
Epoch  20 Batch  476/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9084, Loss: 0.0408
Epoch  20 Batch  477/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9031, Loss: 0.0523
Epoch  20 Batch  478/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9055, Loss: 0.0523
Epoch  20 Batch  479/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9013, Loss: 0.0604
Epoch  20 Batch  480/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9066, Loss: 0.0518
Epoch  20 Batch  481/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9016, Loss: 0.0465
Epoch  20 Batch  482/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9041, Loss: 0.0615
Epoch  20 Batch  483/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9073, Loss: 0.0599
Epoch  20 Batch  484/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9048, Loss: 0.0546
Epoch  20 Batch  485/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9048, Loss: 0.0513
Epoch  20 Batch  486/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9119, Loss: 0.0432
Epoch  20 Batch  487/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9130, Loss: 0.0461
Epoch  20 Batch  488/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9130, Loss: 0.0434
Epoch  20 Batch  489/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9126, Loss: 0.0423
Epoch  20 Batch  490/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9123, Loss: 0.0566
Epoch  20 Batch  491/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0607
Epoch  20 Batch  492/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9098, Loss: 0.0572
Epoch  20 Batch  493/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9066, Loss: 0.0401
Epoch  20 Batch  494/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9009, Loss: 0.0412
Epoch  20 Batch  495/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9087, Loss: 0.0535
Epoch  20 Batch  496/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9073, Loss: 0.0526
Epoch  20 Batch  497/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9059, Loss: 0.0569
Epoch  20 Batch  498/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9141, Loss: 0.0493
Epoch  20 Batch  499/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9087, Loss: 0.0468
Epoch  20 Batch  500/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9062, Loss: 0.0404
Epoch  20 Batch  501/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9173, Loss: 0.0415
Epoch  20 Batch  502/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9123, Loss: 0.0558
Epoch  20 Batch  503/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9180, Loss: 0.0455
Epoch  20 Batch  504/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9162, Loss: 0.0487
Epoch  20 Batch  505/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9158, Loss: 0.0424
Epoch  20 Batch  506/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9116, Loss: 0.0490
Epoch  20 Batch  507/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9126, Loss: 0.0516
Epoch  20 Batch  508/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9141, Loss: 0.0448
Epoch  20 Batch  509/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9077, Loss: 0.0545
Epoch  20 Batch  510/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9031, Loss: 0.0473
Epoch  20 Batch  511/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9080, Loss: 0.0534
Epoch  20 Batch  512/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9158, Loss: 0.0401
Epoch  20 Batch  513/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9158, Loss: 0.0581
Epoch  20 Batch  514/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9006, Loss: 0.0477
Epoch  20 Batch  515/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8977, Loss: 0.0558
Epoch  20 Batch  516/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9013, Loss: 0.0481
Epoch  20 Batch  517/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9038, Loss: 0.0512
Epoch  20 Batch  518/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9038, Loss: 0.0470
Epoch  20 Batch  519/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9009, Loss: 0.0491
Epoch  20 Batch  520/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9059, Loss: 0.0441
Epoch  20 Batch  521/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9006, Loss: 0.0447
Epoch  20 Batch  522/1077 - Train Accuracy: 0.8816, Validation Accuracy: 0.9009, Loss: 0.0597
Epoch  20 Batch  523/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9027, Loss: 0.0462
Epoch  20 Batch  524/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9091, Loss: 0.0520
Epoch  20 Batch  525/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9141, Loss: 0.0511
Epoch  20 Batch  526/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9123, Loss: 0.0433
Epoch  20 Batch  527/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9077, Loss: 0.0479
Epoch  20 Batch  528/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9176, Loss: 0.0466
Epoch  20 Batch  529/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9126, Loss: 0.0486
Epoch  20 Batch  530/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9098, Loss: 0.0504
Epoch  20 Batch  531/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9059, Loss: 0.0514
Epoch  20 Batch  532/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9066, Loss: 0.0634
Epoch  20 Batch  533/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9048, Loss: 0.0489
Epoch  20 Batch  534/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9077, Loss: 0.0612
Epoch  20 Batch  535/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9013, Loss: 0.0483
Epoch  20 Batch  536/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9045, Loss: 0.0541
Epoch  20 Batch  537/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9144, Loss: 0.0453
Epoch  20 Batch  538/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9098, Loss: 0.0420
Epoch  20 Batch  539/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9052, Loss: 0.0548
Epoch  20 Batch  540/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9123, Loss: 0.0410
Epoch  20 Batch  541/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9087, Loss: 0.0468
Epoch  20 Batch  542/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9031, Loss: 0.0495
Epoch  20 Batch  543/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9087, Loss: 0.0486
Epoch  20 Batch  544/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9038, Loss: 0.0349
Epoch  20 Batch  545/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9016, Loss: 0.0536
Epoch  20 Batch  546/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8984, Loss: 0.0533
Epoch  20 Batch  547/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9023, Loss: 0.0405
Epoch  20 Batch  548/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9027, Loss: 0.0600
Epoch  20 Batch  549/1077 - Train Accuracy: 0.8629, Validation Accuracy: 0.9080, Loss: 0.0600
Epoch  20 Batch  550/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9077, Loss: 0.0483
Epoch  20 Batch  551/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0565
Epoch  20 Batch  552/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0570
Epoch  20 Batch  553/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9084, Loss: 0.0626
Epoch  20 Batch  554/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9038, Loss: 0.0465
Epoch  20 Batch  555/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9038, Loss: 0.0468
Epoch  20 Batch  556/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9027, Loss: 0.0402
Epoch  20 Batch  557/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9027, Loss: 0.0457
Epoch  20 Batch  558/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9038, Loss: 0.0430
Epoch  20 Batch  559/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9084, Loss: 0.0509
Epoch  20 Batch  560/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9038, Loss: 0.0472
Epoch  20 Batch  561/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9045, Loss: 0.0474
Epoch  20 Batch  562/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9045, Loss: 0.0432
Epoch  20 Batch  563/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9027, Loss: 0.0542
Epoch  20 Batch  564/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9020, Loss: 0.0534
Epoch  20 Batch  565/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9094, Loss: 0.0577
Epoch  20 Batch  566/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9087, Loss: 0.0577
Epoch  20 Batch  567/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.8977, Loss: 0.0476
Epoch  20 Batch  568/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.8977, Loss: 0.0489
Epoch  20 Batch  569/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9020, Loss: 0.0594
Epoch  20 Batch  570/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.8952, Loss: 0.0602
Epoch  20 Batch  571/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.8960, Loss: 0.0440
Epoch  20 Batch  572/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8960, Loss: 0.0494
Epoch  20 Batch  573/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.8931, Loss: 0.0746
Epoch  20 Batch  574/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8924, Loss: 0.0546
Epoch  20 Batch  575/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.8924, Loss: 0.0426
Epoch  20 Batch  576/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.8952, Loss: 0.0477
Epoch  20 Batch  577/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9002, Loss: 0.0488
Epoch  20 Batch  578/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9009, Loss: 0.0455
Epoch  20 Batch  579/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9045, Loss: 0.0498
Epoch  20 Batch  580/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9038, Loss: 0.0436
Epoch  20 Batch  581/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9094, Loss: 0.0412
Epoch  20 Batch  582/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9038, Loss: 0.0497
Epoch  20 Batch  583/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9070, Loss: 0.0593
Epoch  20 Batch  584/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9123, Loss: 0.0559
Epoch  20 Batch  585/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9119, Loss: 0.0394
Epoch  20 Batch  586/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9169, Loss: 0.0442
Epoch  20 Batch  587/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9169, Loss: 0.0510
Epoch  20 Batch  588/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9208, Loss: 0.0450
Epoch  20 Batch  589/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9162, Loss: 0.0422
Epoch  20 Batch  590/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9162, Loss: 0.0590
Epoch  20 Batch  591/1077 - Train Accuracy: 0.9134, Validation Accuracy: 0.9091, Loss: 0.0467
Epoch  20 Batch  592/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9073, Loss: 0.0561
Epoch  20 Batch  593/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9073, Loss: 0.0641
Epoch  20 Batch  594/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9169, Loss: 0.0578
Epoch  20 Batch  595/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9169, Loss: 0.0437
Epoch  20 Batch  596/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9144, Loss: 0.0541
Epoch  20 Batch  597/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9098, Loss: 0.0490
Epoch  20 Batch  598/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9094, Loss: 0.0527
Epoch  20 Batch  599/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9162, Loss: 0.0728
Epoch  20 Batch  600/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9130, Loss: 0.0566
Epoch  20 Batch  601/1077 - Train Accuracy: 0.8917, Validation Accuracy: 0.9112, Loss: 0.0560
Epoch  20 Batch  602/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9094, Loss: 0.0553
Epoch  20 Batch  603/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9190, Loss: 0.0613
Epoch  20 Batch  604/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9070, Loss: 0.0734
Epoch  20 Batch  605/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9031, Loss: 0.0605
Epoch  20 Batch  606/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9027, Loss: 0.0444
Epoch  20 Batch  607/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9098, Loss: 0.0570
Epoch  20 Batch  608/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9023, Loss: 0.0624
Epoch  20 Batch  609/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9080, Loss: 0.0595
Epoch  20 Batch  610/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9137, Loss: 0.0589
Epoch  20 Batch  611/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9109, Loss: 0.0527
Epoch  20 Batch  612/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9080, Loss: 0.0442
Epoch  20 Batch  613/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9009, Loss: 0.0642
Epoch  20 Batch  614/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9016, Loss: 0.0511
Epoch  20 Batch  615/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9009, Loss: 0.0435
Epoch  20 Batch  616/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.8977, Loss: 0.0521
Epoch  20 Batch  617/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.8967, Loss: 0.0507
Epoch  20 Batch  618/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9059, Loss: 0.0532
Epoch  20 Batch  619/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9080, Loss: 0.0403
Epoch  20 Batch  620/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9141, Loss: 0.0419
Epoch  20 Batch  621/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9134, Loss: 0.0532
Epoch  20 Batch  622/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9130, Loss: 0.0594
Epoch  20 Batch  623/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9126, Loss: 0.0577
Epoch  20 Batch  624/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9077, Loss: 0.0516
Epoch  20 Batch  625/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9134, Loss: 0.0523
Epoch  20 Batch  626/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9183, Loss: 0.0448
Epoch  20 Batch  627/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9134, Loss: 0.0445
Epoch  20 Batch  628/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9087, Loss: 0.0516
Epoch  20 Batch  629/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9038, Loss: 0.0534
Epoch  20 Batch  630/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9055, Loss: 0.0452
Epoch  20 Batch  631/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9112, Loss: 0.0583
Epoch  20 Batch  632/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9162, Loss: 0.0469
Epoch  20 Batch  633/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9258, Loss: 0.0455
Epoch  20 Batch  634/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9205, Loss: 0.0377
Epoch  20 Batch  635/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9187, Loss: 0.0569
Epoch  20 Batch  636/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9119, Loss: 0.0525
Epoch  20 Batch  637/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9009, Loss: 0.0505
Epoch  20 Batch  638/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9020, Loss: 0.0411
Epoch  20 Batch  639/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9077, Loss: 0.0614
Epoch  20 Batch  640/1077 - Train Accuracy: 0.9122, Validation Accuracy: 0.9197, Loss: 0.0469
Epoch  20 Batch  641/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9208, Loss: 0.0434
Epoch  20 Batch  642/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9144, Loss: 0.0482
Epoch  20 Batch  643/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9087, Loss: 0.0400
Epoch  20 Batch  644/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9087, Loss: 0.0513
Epoch  20 Batch  645/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9116, Loss: 0.0527
Epoch  20 Batch  646/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9084, Loss: 0.0496
Epoch  20 Batch  647/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9023, Loss: 0.0571
Epoch  20 Batch  648/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.8988, Loss: 0.0396
Epoch  20 Batch  649/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9006, Loss: 0.0497
Epoch  20 Batch  650/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9034, Loss: 0.0458
Epoch  20 Batch  651/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9034, Loss: 0.0483
Epoch  20 Batch  652/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9059, Loss: 0.0540
Epoch  20 Batch  653/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9034, Loss: 0.0574
Epoch  20 Batch  654/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9034, Loss: 0.0509
Epoch  20 Batch  655/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9087, Loss: 0.0674
Epoch  20 Batch  656/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9077, Loss: 0.0474
Epoch  20 Batch  657/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9077, Loss: 0.0541
Epoch  20 Batch  658/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9073, Loss: 0.0373
Epoch  20 Batch  659/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9062, Loss: 0.0562
Epoch  20 Batch  660/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9094, Loss: 0.0506
Epoch  20 Batch  661/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8995, Loss: 0.0480
Epoch  20 Batch  662/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.8967, Loss: 0.0462
Epoch  20 Batch  663/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9023, Loss: 0.0423
Epoch  20 Batch  664/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9126, Loss: 0.0568
Epoch  20 Batch  665/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9091, Loss: 0.0417
Epoch  20 Batch  666/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9038, Loss: 0.0501
Epoch  20 Batch  667/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9034, Loss: 0.0570
Epoch  20 Batch  668/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9034, Loss: 0.0451
Epoch  20 Batch  669/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9077, Loss: 0.0454
Epoch  20 Batch  670/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9062, Loss: 0.0456
Epoch  20 Batch  671/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9013, Loss: 0.0563
Epoch  20 Batch  672/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9006, Loss: 0.0430
Epoch  20 Batch  673/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.8981, Loss: 0.0562
Epoch  20 Batch  674/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.8999, Loss: 0.0478
Epoch  20 Batch  675/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9073, Loss: 0.0535
Epoch  20 Batch  676/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9158, Loss: 0.0512
Epoch  20 Batch  677/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0653
Epoch  20 Batch  678/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9148, Loss: 0.0379
Epoch  20 Batch  679/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9176, Loss: 0.0510
Epoch  20 Batch  680/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9176, Loss: 0.0541
Epoch  20 Batch  681/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9176, Loss: 0.0444
Epoch  20 Batch  682/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9155, Loss: 0.0514
Epoch  20 Batch  683/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9194, Loss: 0.0463
Epoch  20 Batch  684/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0439
Epoch  20 Batch  685/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9119, Loss: 0.0565
Epoch  20 Batch  686/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9094, Loss: 0.0444
Epoch  20 Batch  687/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9098, Loss: 0.0550
Epoch  20 Batch  688/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9091, Loss: 0.0456
Epoch  20 Batch  689/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9141, Loss: 0.0408
Epoch  20 Batch  690/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9144, Loss: 0.0524
Epoch  20 Batch  691/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9141, Loss: 0.0477
Epoch  20 Batch  692/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9187, Loss: 0.0464
Epoch  20 Batch  693/1077 - Train Accuracy: 0.8931, Validation Accuracy: 0.9215, Loss: 0.0800
Epoch  20 Batch  694/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9176, Loss: 0.0500
Epoch  20 Batch  695/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9134, Loss: 0.0476
Epoch  20 Batch  696/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9105, Loss: 0.0528
Epoch  20 Batch  697/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9077, Loss: 0.0449
Epoch  20 Batch  698/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9201, Loss: 0.0454
Epoch  20 Batch  699/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9205, Loss: 0.0422
Epoch  20 Batch  700/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9205, Loss: 0.0478
Epoch  20 Batch  701/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0521
Epoch  20 Batch  702/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9201, Loss: 0.0622
Epoch  20 Batch  703/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9134, Loss: 0.0532
Epoch  20 Batch  704/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9126, Loss: 0.0605
Epoch  20 Batch  705/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9130, Loss: 0.0556
Epoch  20 Batch  706/1077 - Train Accuracy: 0.8932, Validation Accuracy: 0.9215, Loss: 0.0662
Epoch  20 Batch  707/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9130, Loss: 0.0541
Epoch  20 Batch  708/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9052, Loss: 0.0507
Epoch  20 Batch  709/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9055, Loss: 0.0645
Epoch  20 Batch  710/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9105, Loss: 0.0386
Epoch  20 Batch  711/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9059, Loss: 0.0670
Epoch  20 Batch  712/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9045, Loss: 0.0422
Epoch  20 Batch  713/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9048, Loss: 0.0451
Epoch  20 Batch  714/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9070, Loss: 0.0507
Epoch  20 Batch  715/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9094, Loss: 0.0549
Epoch  20 Batch  716/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9162, Loss: 0.0433
Epoch  20 Batch  717/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9165, Loss: 0.0438
Epoch  20 Batch  718/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9130, Loss: 0.0518
Epoch  20 Batch  719/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.8970, Loss: 0.0482
Epoch  20 Batch  720/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9041, Loss: 0.0597
Epoch  20 Batch  721/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9098, Loss: 0.0591
Epoch  20 Batch  722/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9027, Loss: 0.0410
Epoch  20 Batch  723/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.8977, Loss: 0.0561
Epoch  20 Batch  724/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9055, Loss: 0.0554
Epoch  20 Batch  725/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9023, Loss: 0.0410
Epoch  20 Batch  726/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9031, Loss: 0.0505
Epoch  20 Batch  727/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9080, Loss: 0.0506
Epoch  20 Batch  728/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9098, Loss: 0.0627
Epoch  20 Batch  729/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9080, Loss: 0.0586
Epoch  20 Batch  730/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0681
Epoch  20 Batch  731/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9094, Loss: 0.0549
Epoch  20 Batch  732/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9020, Loss: 0.0546
Epoch  20 Batch  733/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9006, Loss: 0.0571
Epoch  20 Batch  734/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.8981, Loss: 0.0609
Epoch  20 Batch  735/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9059, Loss: 0.0420
Epoch  20 Batch  736/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0486
Epoch  20 Batch  737/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9073, Loss: 0.0607
Epoch  20 Batch  738/1077 - Train Accuracy: 0.9307, Validation Accuracy: 0.9116, Loss: 0.0387
Epoch  20 Batch  739/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9173, Loss: 0.0446
Epoch  20 Batch  740/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9208, Loss: 0.0387
Epoch  20 Batch  741/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9208, Loss: 0.0603
Epoch  20 Batch  742/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0493
Epoch  20 Batch  743/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0524
Epoch  20 Batch  744/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9194, Loss: 0.0506
Epoch  20 Batch  745/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9226, Loss: 0.0535
Epoch  20 Batch  746/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9119, Loss: 0.0465
Epoch  20 Batch  747/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9105, Loss: 0.0441
Epoch  20 Batch  748/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9062, Loss: 0.0482
Epoch  20 Batch  749/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9105, Loss: 0.0467
Epoch  20 Batch  750/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9141, Loss: 0.0450
Epoch  20 Batch  751/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9141, Loss: 0.0534
Epoch  20 Batch  752/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9134, Loss: 0.0511
Epoch  20 Batch  753/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9134, Loss: 0.0456
Epoch  20 Batch  754/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9062, Loss: 0.0560
Epoch  20 Batch  755/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9052, Loss: 0.0617
Epoch  20 Batch  756/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9148, Loss: 0.0504
Epoch  20 Batch  757/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9080, Loss: 0.0531
Epoch  20 Batch  758/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9031, Loss: 0.0407
Epoch  20 Batch  759/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9091, Loss: 0.0485
Epoch  20 Batch  760/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9155, Loss: 0.0573
Epoch  20 Batch  761/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9080, Loss: 0.0490
Epoch  20 Batch  762/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9038, Loss: 0.0464
Epoch  20 Batch  763/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9041, Loss: 0.0531
Epoch  20 Batch  764/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9041, Loss: 0.0496
Epoch  20 Batch  765/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9165, Loss: 0.0534
Epoch  20 Batch  766/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9279, Loss: 0.0560
Epoch  20 Batch  767/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9258, Loss: 0.0473
Epoch  20 Batch  768/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9208, Loss: 0.0502
Epoch  20 Batch  769/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9219, Loss: 0.0469
Epoch  20 Batch  770/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9251, Loss: 0.0515
Epoch  20 Batch  771/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9226, Loss: 0.0512
Epoch  20 Batch  772/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9137, Loss: 0.0459
Epoch  20 Batch  773/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9240, Loss: 0.0479
Epoch  20 Batch  774/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9265, Loss: 0.0577
Epoch  20 Batch  775/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0512
Epoch  20 Batch  776/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9201, Loss: 0.0429
Epoch  20 Batch  777/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9237, Loss: 0.0466
Epoch  20 Batch  778/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9276, Loss: 0.0513
Epoch  20 Batch  779/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9272, Loss: 0.0480
Epoch  20 Batch  780/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9308, Loss: 0.0663
Epoch  20 Batch  781/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9183, Loss: 0.0394
Epoch  20 Batch  782/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9197, Loss: 0.0513
Epoch  20 Batch  783/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9130, Loss: 0.0550
Epoch  20 Batch  784/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9205, Loss: 0.0409
Epoch  20 Batch  785/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0428
Epoch  20 Batch  786/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9155, Loss: 0.0503
Epoch  20 Batch  787/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9112, Loss: 0.0504
Epoch  20 Batch  788/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0433
Epoch  20 Batch  789/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9023, Loss: 0.0605
Epoch  20 Batch  790/1077 - Train Accuracy: 0.8652, Validation Accuracy: 0.9038, Loss: 0.0552
Epoch  20 Batch  791/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9105, Loss: 0.0601
Epoch  20 Batch  792/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9055, Loss: 0.0574
Epoch  20 Batch  793/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9077, Loss: 0.0482
Epoch  20 Batch  794/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0392
Epoch  20 Batch  795/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9055, Loss: 0.0594
Epoch  20 Batch  796/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0529
Epoch  20 Batch  797/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9222, Loss: 0.0496
Epoch  20 Batch  798/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9205, Loss: 0.0473
Epoch  20 Batch  799/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9162, Loss: 0.0600
Epoch  20 Batch  800/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0410
Epoch  20 Batch  801/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9062, Loss: 0.0485
Epoch  20 Batch  802/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9059, Loss: 0.0552
Epoch  20 Batch  803/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9123, Loss: 0.0501
Epoch  20 Batch  804/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9169, Loss: 0.0422
Epoch  20 Batch  805/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9162, Loss: 0.0574
Epoch  20 Batch  806/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9162, Loss: 0.0450
Epoch  20 Batch  807/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9187, Loss: 0.0394
Epoch  20 Batch  808/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9116, Loss: 0.0641
Epoch  20 Batch  809/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0754
Epoch  20 Batch  810/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9165, Loss: 0.0449
Epoch  20 Batch  811/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9190, Loss: 0.0509
Epoch  20 Batch  812/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9116, Loss: 0.0520
Epoch  20 Batch  813/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9119, Loss: 0.0507
Epoch  20 Batch  814/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9020, Loss: 0.0618
Epoch  20 Batch  815/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0510
Epoch  20 Batch  816/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9116, Loss: 0.0450
Epoch  20 Batch  817/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9137, Loss: 0.0573
Epoch  20 Batch  818/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9158, Loss: 0.0501
Epoch  20 Batch  819/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9112, Loss: 0.0497
Epoch  20 Batch  820/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9119, Loss: 0.0501
Epoch  20 Batch  821/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9237, Loss: 0.0464
Epoch  20 Batch  822/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9183, Loss: 0.0460
Epoch  20 Batch  823/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9059, Loss: 0.0441
Epoch  20 Batch  824/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9091, Loss: 0.0566
Epoch  20 Batch  825/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9134, Loss: 0.0433
Epoch  20 Batch  826/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9006, Loss: 0.0468
Epoch  20 Batch  827/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9055, Loss: 0.0536
Epoch  20 Batch  828/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9070, Loss: 0.0390
Epoch  20 Batch  829/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9066, Loss: 0.0636
Epoch  20 Batch  830/1077 - Train Accuracy: 0.8723, Validation Accuracy: 0.9105, Loss: 0.0596
Epoch  20 Batch  831/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9190, Loss: 0.0506
Epoch  20 Batch  832/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9165, Loss: 0.0431
Epoch  20 Batch  833/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9119, Loss: 0.0561
Epoch  20 Batch  834/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9155, Loss: 0.0501
Epoch  20 Batch  835/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9126, Loss: 0.0540
Epoch  20 Batch  836/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9180, Loss: 0.0526
Epoch  20 Batch  837/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9180, Loss: 0.0536
Epoch  20 Batch  838/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9077, Loss: 0.0467
Epoch  20 Batch  839/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9173, Loss: 0.0436
Epoch  20 Batch  840/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9155, Loss: 0.0449
Epoch  20 Batch  841/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9173, Loss: 0.0681
Epoch  20 Batch  842/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9244, Loss: 0.0424
Epoch  20 Batch  843/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9226, Loss: 0.0439
Epoch  20 Batch  844/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9258, Loss: 0.0453
Epoch  20 Batch  845/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9300, Loss: 0.0475
Epoch  20 Batch  846/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9226, Loss: 0.0624
Epoch  20 Batch  847/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9254, Loss: 0.0578
Epoch  20 Batch  848/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9254, Loss: 0.0409
Epoch  20 Batch  849/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9244, Loss: 0.0420
Epoch  20 Batch  850/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9173, Loss: 0.0661
Epoch  20 Batch  851/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9155, Loss: 0.0572
Epoch  20 Batch  852/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9212, Loss: 0.0675
Epoch  20 Batch  853/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9091, Loss: 0.0458
Epoch  20 Batch  854/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9091, Loss: 0.0555
Epoch  20 Batch  855/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9052, Loss: 0.0564
Epoch  20 Batch  856/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0504
Epoch  20 Batch  857/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9048, Loss: 0.0427
Epoch  20 Batch  858/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9048, Loss: 0.0427
Epoch  20 Batch  859/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9048, Loss: 0.0517
Epoch  20 Batch  860/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9045, Loss: 0.0510
Epoch  20 Batch  861/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9045, Loss: 0.0527
Epoch  20 Batch  862/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9041, Loss: 0.0506
Epoch  20 Batch  863/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9038, Loss: 0.0500
Epoch  20 Batch  864/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9038, Loss: 0.0539
Epoch  20 Batch  865/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9016, Loss: 0.0460
Epoch  20 Batch  866/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9066, Loss: 0.0549
Epoch  20 Batch  867/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9102, Loss: 0.0921
Epoch  20 Batch  868/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9102, Loss: 0.0515
Epoch  20 Batch  869/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9073, Loss: 0.0466
Epoch  20 Batch  870/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9048, Loss: 0.0597
Epoch  20 Batch  871/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.8995, Loss: 0.0441
Epoch  20 Batch  872/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.8999, Loss: 0.0531
Epoch  20 Batch  873/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9123, Loss: 0.0498
Epoch  20 Batch  874/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9073, Loss: 0.0526
Epoch  20 Batch  875/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9073, Loss: 0.0491
Epoch  20 Batch  876/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9020, Loss: 0.0439
Epoch  20 Batch  877/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9027, Loss: 0.0438
Epoch  20 Batch  878/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9016, Loss: 0.0513
Epoch  20 Batch  879/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9020, Loss: 0.0404
Epoch  20 Batch  880/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9023, Loss: 0.0608
Epoch  20 Batch  881/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0513
Epoch  20 Batch  882/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9059, Loss: 0.0542
Epoch  20 Batch  883/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9009, Loss: 0.0677
Epoch  20 Batch  884/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9020, Loss: 0.0510
Epoch  20 Batch  885/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9087, Loss: 0.0382
Epoch  20 Batch  886/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9162, Loss: 0.0467
Epoch  20 Batch  887/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9119, Loss: 0.0590
Epoch  20 Batch  888/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9237, Loss: 0.0512
Epoch  20 Batch  889/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9176, Loss: 0.0472
Epoch  20 Batch  890/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9212, Loss: 0.0531
Epoch  20 Batch  891/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9276, Loss: 0.0453
Epoch  20 Batch  892/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9258, Loss: 0.0431
Epoch  20 Batch  893/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9130, Loss: 0.0490
Epoch  20 Batch  894/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9052, Loss: 0.0441
Epoch  20 Batch  895/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9116, Loss: 0.0437
Epoch  20 Batch  896/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9098, Loss: 0.0512
Epoch  20 Batch  897/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9094, Loss: 0.0428
Epoch  20 Batch  898/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.8995, Loss: 0.0404
Epoch  20 Batch  899/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.8977, Loss: 0.0519
Epoch  20 Batch  900/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9034, Loss: 0.0547
Epoch  20 Batch  901/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9034, Loss: 0.0611
Epoch  20 Batch  902/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9048, Loss: 0.0560
Epoch  20 Batch  903/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9105, Loss: 0.0464
Epoch  20 Batch  904/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0410
Epoch  20 Batch  905/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9087, Loss: 0.0385
Epoch  20 Batch  906/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9119, Loss: 0.0442
Epoch  20 Batch  907/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0494
Epoch  20 Batch  908/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9130, Loss: 0.0539
Epoch  20 Batch  909/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9151, Loss: 0.0540
Epoch  20 Batch  910/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9215, Loss: 0.0527
Epoch  20 Batch  911/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.9283, Loss: 0.0682
Epoch  20 Batch  912/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9240, Loss: 0.0476
Epoch  20 Batch  913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0642
Epoch  20 Batch  914/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9197, Loss: 0.0793
Epoch  20 Batch  915/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9226, Loss: 0.0451
Epoch  20 Batch  916/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9155, Loss: 0.0535
Epoch  20 Batch  917/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9148, Loss: 0.0482
Epoch  20 Batch  918/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9226, Loss: 0.0488
Epoch  20 Batch  919/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9180, Loss: 0.0414
Epoch  20 Batch  920/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9130, Loss: 0.0405
Epoch  20 Batch  921/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9144, Loss: 0.0531
Epoch  20 Batch  922/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9084, Loss: 0.0514
Epoch  20 Batch  923/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8991, Loss: 0.0408
Epoch  20 Batch  924/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9052, Loss: 0.0619
Epoch  20 Batch  925/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9048, Loss: 0.0405
Epoch  20 Batch  926/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9094, Loss: 0.0578
Epoch  20 Batch  927/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9119, Loss: 0.0595
Epoch  20 Batch  928/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9155, Loss: 0.0507
Epoch  20 Batch  929/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0489
Epoch  20 Batch  930/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9144, Loss: 0.0376
Epoch  20 Batch  931/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9073, Loss: 0.0490
Epoch  20 Batch  932/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9130, Loss: 0.0445
Epoch  20 Batch  933/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0450
Epoch  20 Batch  934/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9130, Loss: 0.0420
Epoch  20 Batch  935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9169, Loss: 0.0482
Epoch  20 Batch  936/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9173, Loss: 0.0555
Epoch  20 Batch  937/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9148, Loss: 0.0697
Epoch  20 Batch  938/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0527
Epoch  20 Batch  939/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9034, Loss: 0.0579
Epoch  20 Batch  940/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9045, Loss: 0.0407
Epoch  20 Batch  941/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8967, Loss: 0.0423
Epoch  20 Batch  942/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.8910, Loss: 0.0582
Epoch  20 Batch  943/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9094, Loss: 0.0483
Epoch  20 Batch  944/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9087, Loss: 0.0456
Epoch  20 Batch  945/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9045, Loss: 0.0402
Epoch  20 Batch  946/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9045, Loss: 0.0391
Epoch  20 Batch  947/1077 - Train Accuracy: 0.8960, Validation Accuracy: 0.9038, Loss: 0.0623
Epoch  20 Batch  948/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9059, Loss: 0.0497
Epoch  20 Batch  949/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9080, Loss: 0.0403
Epoch  20 Batch  950/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9031, Loss: 0.0433
Epoch  20 Batch  951/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9027, Loss: 0.0553
Epoch  20 Batch  952/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9023, Loss: 0.0348
Epoch  20 Batch  953/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9038, Loss: 0.0458
Epoch  20 Batch  954/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9027, Loss: 0.0544
Epoch  20 Batch  955/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9023, Loss: 0.0579
Epoch  20 Batch  956/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9094, Loss: 0.0523
Epoch  20 Batch  957/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9105, Loss: 0.0371
Epoch  20 Batch  958/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0535
Epoch  20 Batch  959/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9002, Loss: 0.0539
Epoch  20 Batch  960/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9055, Loss: 0.0498
Epoch  20 Batch  961/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0392
Epoch  20 Batch  962/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9109, Loss: 0.0551
Epoch  20 Batch  963/1077 - Train Accuracy: 0.9210, Validation Accuracy: 0.9130, Loss: 0.0590
Epoch  20 Batch  964/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9187, Loss: 0.0394
Epoch  20 Batch  965/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9116, Loss: 0.0615
Epoch  20 Batch  966/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9070, Loss: 0.0387
Epoch  20 Batch  967/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9098, Loss: 0.0522
Epoch  20 Batch  968/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9144, Loss: 0.0605
Epoch  20 Batch  969/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9151, Loss: 0.0631
Epoch  20 Batch  970/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9237, Loss: 0.0465
Epoch  20 Batch  971/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9283, Loss: 0.0568
Epoch  20 Batch  972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9237, Loss: 0.0523
Epoch  20 Batch  973/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9240, Loss: 0.0372
Epoch  20 Batch  974/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9237, Loss: 0.0422
Epoch  20 Batch  975/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9144, Loss: 0.0484
Epoch  20 Batch  976/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9105, Loss: 0.0436
Epoch  20 Batch  977/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9102, Loss: 0.0394
Epoch  20 Batch  978/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9087, Loss: 0.0491
Epoch  20 Batch  979/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9077, Loss: 0.0476
Epoch  20 Batch  980/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8991, Loss: 0.0524
Epoch  20 Batch  981/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8991, Loss: 0.0512
Epoch  20 Batch  982/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9038, Loss: 0.0530
Epoch  20 Batch  983/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9023, Loss: 0.0510
Epoch  20 Batch  984/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9016, Loss: 0.0550
Epoch  20 Batch  985/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9002, Loss: 0.0459
Epoch  20 Batch  986/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9027, Loss: 0.0421
Epoch  20 Batch  987/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9048, Loss: 0.0447
Epoch  20 Batch  988/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9080, Loss: 0.0560
Epoch  20 Batch  989/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0542
Epoch  20 Batch  990/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9087, Loss: 0.0550
Epoch  20 Batch  991/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8991, Loss: 0.0474
Epoch  20 Batch  992/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9002, Loss: 0.0502
Epoch  20 Batch  993/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.8991, Loss: 0.0333
Epoch  20 Batch  994/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9144, Loss: 0.0446
Epoch  20 Batch  995/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9126, Loss: 0.0433
Epoch  20 Batch  996/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0498
Epoch  20 Batch  997/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9116, Loss: 0.0493
Epoch  20 Batch  998/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9187, Loss: 0.0430
Epoch  20 Batch  999/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9080, Loss: 0.0583
Epoch  20 Batch 1000/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0519
Epoch  20 Batch 1001/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9137, Loss: 0.0391
Epoch  20 Batch 1002/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9137, Loss: 0.0376
Epoch  20 Batch 1003/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9034, Loss: 0.0501
Epoch  20 Batch 1004/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9158, Loss: 0.0504
Epoch  20 Batch 1005/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9116, Loss: 0.0503
Epoch  20 Batch 1006/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9137, Loss: 0.0403
Epoch  20 Batch 1007/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9130, Loss: 0.0420
Epoch  20 Batch 1008/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9183, Loss: 0.0518
Epoch  20 Batch 1009/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9155, Loss: 0.0357
Epoch  20 Batch 1010/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9155, Loss: 0.0445
Epoch  20 Batch 1011/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9190, Loss: 0.0498
Epoch  20 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9308, Loss: 0.0388
Epoch  20 Batch 1013/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9304, Loss: 0.0364
Epoch  20 Batch 1014/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9279, Loss: 0.0412
Epoch  20 Batch 1015/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9180, Loss: 0.0628
Epoch  20 Batch 1016/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9233, Loss: 0.0562
Epoch  20 Batch 1017/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9155, Loss: 0.0418
Epoch  20 Batch 1018/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9158, Loss: 0.0519
Epoch  20 Batch 1019/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9073, Loss: 0.0617
Epoch  20 Batch 1020/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9123, Loss: 0.0452
Epoch  20 Batch 1021/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9077, Loss: 0.0541
Epoch  20 Batch 1022/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9048, Loss: 0.0375
Epoch  20 Batch 1023/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9094, Loss: 0.0520
Epoch  20 Batch 1024/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9094, Loss: 0.0537
Epoch  20 Batch 1025/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9091, Loss: 0.0439
Epoch  20 Batch 1026/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9116, Loss: 0.0506
Epoch  20 Batch 1027/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9027, Loss: 0.0452
Epoch  20 Batch 1028/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9123, Loss: 0.0521
Epoch  20 Batch 1029/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9222, Loss: 0.0392
Epoch  20 Batch 1030/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9176, Loss: 0.0490
Epoch  20 Batch 1031/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0555
Epoch  20 Batch 1032/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9190, Loss: 0.0551
Epoch  20 Batch 1033/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9190, Loss: 0.0557
Epoch  20 Batch 1034/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9180, Loss: 0.0517
Epoch  20 Batch 1035/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9048, Loss: 0.0379
Epoch  20 Batch 1036/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9077, Loss: 0.0721
Epoch  20 Batch 1037/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9119, Loss: 0.0478
Epoch  20 Batch 1038/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0632
Epoch  20 Batch 1039/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0466
Epoch  20 Batch 1040/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0460
Epoch  20 Batch 1041/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9119, Loss: 0.0530
Epoch  20 Batch 1042/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9119, Loss: 0.0507
Epoch  20 Batch 1043/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0731
Epoch  20 Batch 1044/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9098, Loss: 0.0566
Epoch  20 Batch 1045/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9070, Loss: 0.0505
Epoch  20 Batch 1046/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9098, Loss: 0.0424
Epoch  20 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9052, Loss: 0.0440
Epoch  20 Batch 1048/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9080, Loss: 0.0528
Epoch  20 Batch 1049/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9059, Loss: 0.0515
Epoch  20 Batch 1050/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9002, Loss: 0.0404
Epoch  20 Batch 1051/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9123, Loss: 0.0572
Epoch  20 Batch 1052/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9059, Loss: 0.0489
Epoch  20 Batch 1053/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9187, Loss: 0.0515
Epoch  20 Batch 1054/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9116, Loss: 0.0434
Epoch  20 Batch 1055/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9109, Loss: 0.0536
Epoch  20 Batch 1056/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9080, Loss: 0.0463
Epoch  20 Batch 1057/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9155, Loss: 0.0527
Epoch  20 Batch 1058/1077 - Train Accuracy: 0.9108, Validation Accuracy: 0.9109, Loss: 0.0559
Epoch  20 Batch 1059/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.8974, Loss: 0.0687
Epoch  20 Batch 1060/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9048, Loss: 0.0439
Epoch  20 Batch 1061/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.8970, Loss: 0.0656
Epoch  20 Batch 1062/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8942, Loss: 0.0602
Epoch  20 Batch 1063/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9062, Loss: 0.0532
Epoch  20 Batch 1064/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9151, Loss: 0.0484
Epoch  20 Batch 1065/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9247, Loss: 0.0545
Epoch  20 Batch 1066/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9233, Loss: 0.0423
Epoch  20 Batch 1067/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9237, Loss: 0.0495
Epoch  20 Batch 1068/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9286, Loss: 0.0412
Epoch  20 Batch 1069/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9237, Loss: 0.0442
Epoch  20 Batch 1070/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9237, Loss: 0.0453
Epoch  20 Batch 1071/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9244, Loss: 0.0460
Epoch  20 Batch 1072/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9201, Loss: 0.0487
Epoch  20 Batch 1073/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9219, Loss: 0.0561
Epoch  20 Batch 1074/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9304, Loss: 0.0638
Epoch  20 Batch 1075/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9258, Loss: 0.0572
Epoch  21 Batch    1/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9261, Loss: 0.0397
Epoch  21 Batch    2/1077 - Train Accuracy: 0.9058, Validation Accuracy: 0.9205, Loss: 0.0494
Epoch  21 Batch    3/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9244, Loss: 0.0555
Epoch  21 Batch    4/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9190, Loss: 0.0444
Epoch  21 Batch    5/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0602
Epoch  21 Batch    6/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9180, Loss: 0.0424
Epoch  21 Batch    7/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9155, Loss: 0.0458
Epoch  21 Batch    8/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9197, Loss: 0.0448
Epoch  21 Batch    9/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9137, Loss: 0.0494
Epoch  21 Batch   10/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9102, Loss: 0.0502
Epoch  21 Batch   11/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9162, Loss: 0.0579
Epoch  21 Batch   12/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9162, Loss: 0.0495
Epoch  21 Batch   13/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9130, Loss: 0.0650
Epoch  21 Batch   14/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9112, Loss: 0.0366
Epoch  21 Batch   15/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9176, Loss: 0.0405
Epoch  21 Batch   16/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9194, Loss: 0.0490
Epoch  21 Batch   17/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9190, Loss: 0.0443
Epoch  21 Batch   18/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9176, Loss: 0.0464
Epoch  21 Batch   19/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9105, Loss: 0.0414
Epoch  21 Batch   20/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9105, Loss: 0.0435
Epoch  21 Batch   21/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9134, Loss: 0.0502
Epoch  21 Batch   22/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9116, Loss: 0.0520
Epoch  21 Batch   23/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9116, Loss: 0.0398
Epoch  21 Batch   24/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9066, Loss: 0.0496
Epoch  21 Batch   25/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0431
Epoch  21 Batch   26/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0540
Epoch  21 Batch   27/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9109, Loss: 0.0352
Epoch  21 Batch   28/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9130, Loss: 0.0512
Epoch  21 Batch   29/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9130, Loss: 0.0497
Epoch  21 Batch   30/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9137, Loss: 0.0442
Epoch  21 Batch   31/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0458
Epoch  21 Batch   32/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9347, Loss: 0.0415
Epoch  21 Batch   33/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9293, Loss: 0.0483
Epoch  21 Batch   34/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0519
Epoch  21 Batch   35/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0508
Epoch  21 Batch   36/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9247, Loss: 0.0486
Epoch  21 Batch   37/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0444
Epoch  21 Batch   38/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9180, Loss: 0.0626
Epoch  21 Batch   39/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9208, Loss: 0.0641
Epoch  21 Batch   40/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0431
Epoch  21 Batch   41/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0420
Epoch  21 Batch   42/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9279, Loss: 0.0579
Epoch  21 Batch   43/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9254, Loss: 0.0340
Epoch  21 Batch   44/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9254, Loss: 0.0553
Epoch  21 Batch   45/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9229, Loss: 0.0501
Epoch  21 Batch   46/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9197, Loss: 0.0582
Epoch  21 Batch   47/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8988, Loss: 0.0515
Epoch  21 Batch   48/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9077, Loss: 0.0663
Epoch  21 Batch   49/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9094, Loss: 0.0633
Epoch  21 Batch   50/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9116, Loss: 0.0475
Epoch  21 Batch   51/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9098, Loss: 0.0477
Epoch  21 Batch   52/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9080, Loss: 0.0650
Epoch  21 Batch   53/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9080, Loss: 0.0512
Epoch  21 Batch   54/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9066, Loss: 0.0795
Epoch  21 Batch   55/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9141, Loss: 0.0438
Epoch  21 Batch   56/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0461
Epoch  21 Batch   57/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9084, Loss: 0.0529
Epoch  21 Batch   58/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.8999, Loss: 0.0443
Epoch  21 Batch   59/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8956, Loss: 0.0487
Epoch  21 Batch   60/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9080, Loss: 0.0360
Epoch  21 Batch   61/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9048, Loss: 0.0554
Epoch  21 Batch   62/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9002, Loss: 0.0582
Epoch  21 Batch   63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.8967, Loss: 0.0403
Epoch  21 Batch   64/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9080, Loss: 0.0479
Epoch  21 Batch   65/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9087, Loss: 0.0494
Epoch  21 Batch   66/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9197, Loss: 0.0348
Epoch  21 Batch   67/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9105, Loss: 0.0456
Epoch  21 Batch   68/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9215, Loss: 0.0597
Epoch  21 Batch   69/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9151, Loss: 0.0621
Epoch  21 Batch   70/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9251, Loss: 0.0591
Epoch  21 Batch   71/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9279, Loss: 0.0377
Epoch  21 Batch   72/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9237, Loss: 0.0514
Epoch  21 Batch   73/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9187, Loss: 0.0491
Epoch  21 Batch   74/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9233, Loss: 0.0457
Epoch  21 Batch   75/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9347, Loss: 0.0696
Epoch  21 Batch   76/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9350, Loss: 0.0407
Epoch  21 Batch   77/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9318, Loss: 0.0469
Epoch  21 Batch   78/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9215, Loss: 0.0504
Epoch  21 Batch   79/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9126, Loss: 0.0462
Epoch  21 Batch   80/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9155, Loss: 0.0434
Epoch  21 Batch   81/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9148, Loss: 0.0423
Epoch  21 Batch   82/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9215, Loss: 0.0483
Epoch  21 Batch   83/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9190, Loss: 0.0445
Epoch  21 Batch   84/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9247, Loss: 0.0451
Epoch  21 Batch   85/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9194, Loss: 0.0448
Epoch  21 Batch   86/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9190, Loss: 0.0446
Epoch  21 Batch   87/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9126, Loss: 0.0620
Epoch  21 Batch   88/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9155, Loss: 0.0550
Epoch  21 Batch   89/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9201, Loss: 0.0538
Epoch  21 Batch   90/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9141, Loss: 0.0431
Epoch  21 Batch   91/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9148, Loss: 0.0454
Epoch  21 Batch   92/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9112, Loss: 0.0542
Epoch  21 Batch   93/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0441
Epoch  21 Batch   94/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9087, Loss: 0.0404
Epoch  21 Batch   95/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9109, Loss: 0.0524
Epoch  21 Batch   96/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9041, Loss: 0.0534
Epoch  21 Batch   97/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9052, Loss: 0.0497
Epoch  21 Batch   98/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9077, Loss: 0.0543
Epoch  21 Batch   99/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9091, Loss: 0.0457
Epoch  21 Batch  100/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9016, Loss: 0.0480
Epoch  21 Batch  101/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9045, Loss: 0.0456
Epoch  21 Batch  102/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9052, Loss: 0.0439
Epoch  21 Batch  103/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.8974, Loss: 0.0598
Epoch  21 Batch  104/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.8999, Loss: 0.0549
Epoch  21 Batch  105/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9055, Loss: 0.0461
Epoch  21 Batch  106/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.8988, Loss: 0.0594
Epoch  21 Batch  107/1077 - Train Accuracy: 0.9014, Validation Accuracy: 0.9041, Loss: 0.0522
Epoch  21 Batch  108/1077 - Train Accuracy: 0.8935, Validation Accuracy: 0.9055, Loss: 0.0509
Epoch  21 Batch  109/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0467
Epoch  21 Batch  110/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9084, Loss: 0.0406
Epoch  21 Batch  111/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9070, Loss: 0.0484
Epoch  21 Batch  112/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9066, Loss: 0.0419
Epoch  21 Batch  113/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9084, Loss: 0.0558
Epoch  21 Batch  114/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9091, Loss: 0.0438
Epoch  21 Batch  115/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9173, Loss: 0.0592
Epoch  21 Batch  116/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9130, Loss: 0.0670
Epoch  21 Batch  117/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9087, Loss: 0.0488
Epoch  21 Batch  118/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9062, Loss: 0.0529
Epoch  21 Batch  119/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9151, Loss: 0.0432
Epoch  21 Batch  120/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9148, Loss: 0.0587
Epoch  21 Batch  121/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9077, Loss: 0.0522
Epoch  21 Batch  122/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9148, Loss: 0.0427
Epoch  21 Batch  123/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9098, Loss: 0.0361
Epoch  21 Batch  124/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9048, Loss: 0.0519
Epoch  21 Batch  125/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.8988, Loss: 0.0547
Epoch  21 Batch  126/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.8952, Loss: 0.0443
Epoch  21 Batch  127/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9052, Loss: 0.0483
Epoch  21 Batch  128/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9034, Loss: 0.0435
Epoch  21 Batch  129/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9034, Loss: 0.0528
Epoch  21 Batch  130/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9016, Loss: 0.0456
Epoch  21 Batch  131/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0558
Epoch  21 Batch  132/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0508
Epoch  21 Batch  133/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9020, Loss: 0.0383
Epoch  21 Batch  134/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.8963, Loss: 0.0460
Epoch  21 Batch  135/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9059, Loss: 0.0490
Epoch  21 Batch  136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9077, Loss: 0.0396
Epoch  21 Batch  137/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9073, Loss: 0.0416
Epoch  21 Batch  138/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9141, Loss: 0.0477
Epoch  21 Batch  139/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9194, Loss: 0.0497
Epoch  21 Batch  140/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9190, Loss: 0.0475
Epoch  21 Batch  141/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0508
Epoch  21 Batch  142/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9087, Loss: 0.0468
Epoch  21 Batch  143/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9102, Loss: 0.0527
Epoch  21 Batch  144/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9123, Loss: 0.0635
Epoch  21 Batch  145/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9141, Loss: 0.0484
Epoch  21 Batch  146/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9123, Loss: 0.0772
Epoch  21 Batch  147/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9123, Loss: 0.0442
Epoch  21 Batch  148/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0558
Epoch  21 Batch  149/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9119, Loss: 0.0510
Epoch  21 Batch  150/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9087, Loss: 0.0501
Epoch  21 Batch  151/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9087, Loss: 0.0442
Epoch  21 Batch  152/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9016, Loss: 0.0622
Epoch  21 Batch  153/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9038, Loss: 0.0574
Epoch  21 Batch  154/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9098, Loss: 0.0484
Epoch  21 Batch  155/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9045, Loss: 0.0460
Epoch  21 Batch  156/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9094, Loss: 0.0362
Epoch  21 Batch  157/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9176, Loss: 0.0480
Epoch  21 Batch  158/1077 - Train Accuracy: 0.9144, Validation Accuracy: 0.9165, Loss: 0.0584
Epoch  21 Batch  159/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9094, Loss: 0.0465
Epoch  21 Batch  160/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9158, Loss: 0.0411
Epoch  21 Batch  161/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9091, Loss: 0.0363
Epoch  21 Batch  162/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9141, Loss: 0.0575
Epoch  21 Batch  163/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9201, Loss: 0.0591
Epoch  21 Batch  164/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9201, Loss: 0.0471
Epoch  21 Batch  165/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9197, Loss: 0.0647
Epoch  21 Batch  166/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9219, Loss: 0.0549
Epoch  21 Batch  167/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9190, Loss: 0.0471
Epoch  21 Batch  168/1077 - Train Accuracy: 0.8943, Validation Accuracy: 0.9148, Loss: 0.0598
Epoch  21 Batch  169/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9091, Loss: 0.0548
Epoch  21 Batch  170/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9137, Loss: 0.0548
Epoch  21 Batch  171/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9141, Loss: 0.0417
Epoch  21 Batch  172/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9080, Loss: 0.0472
Epoch  21 Batch  173/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9148, Loss: 0.0503
Epoch  21 Batch  174/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9165, Loss: 0.0445
Epoch  21 Batch  175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0544
Epoch  21 Batch  176/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9070, Loss: 0.0461
Epoch  21 Batch  177/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9134, Loss: 0.0597
Epoch  21 Batch  178/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9265, Loss: 0.0490
Epoch  21 Batch  179/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9279, Loss: 0.0525
Epoch  21 Batch  180/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9322, Loss: 0.0402
Epoch  21 Batch  181/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9332, Loss: 0.0518
Epoch  21 Batch  182/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9286, Loss: 0.0569
Epoch  21 Batch  183/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9229, Loss: 0.0571
Epoch  21 Batch  184/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9119, Loss: 0.0448
Epoch  21 Batch  185/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9151, Loss: 0.0482
Epoch  21 Batch  186/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9130, Loss: 0.0486
Epoch  21 Batch  187/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9180, Loss: 0.0387
Epoch  21 Batch  188/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9151, Loss: 0.0529
Epoch  21 Batch  189/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9151, Loss: 0.0444
Epoch  21 Batch  190/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0419
Epoch  21 Batch  191/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9169, Loss: 0.0405
Epoch  21 Batch  192/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9169, Loss: 0.0616
Epoch  21 Batch  193/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9173, Loss: 0.0463
Epoch  21 Batch  194/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9123, Loss: 0.0377
Epoch  21 Batch  195/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9098, Loss: 0.0399
Epoch  21 Batch  196/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9155, Loss: 0.0454
Epoch  21 Batch  197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9201, Loss: 0.0508
Epoch  21 Batch  198/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9102, Loss: 0.0477
Epoch  21 Batch  199/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9148, Loss: 0.0390
Epoch  21 Batch  200/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9098, Loss: 0.0496
Epoch  21 Batch  201/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9094, Loss: 0.0409
Epoch  21 Batch  202/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9109, Loss: 0.0450
Epoch  21 Batch  203/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9105, Loss: 0.0508
Epoch  21 Batch  204/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9158, Loss: 0.0658
Epoch  21 Batch  205/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9158, Loss: 0.0530
Epoch  21 Batch  206/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9215, Loss: 0.0406
Epoch  21 Batch  207/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9187, Loss: 0.0443
Epoch  21 Batch  208/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9190, Loss: 0.0503
Epoch  21 Batch  209/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9197, Loss: 0.0404
Epoch  21 Batch  210/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9187, Loss: 0.0487
Epoch  21 Batch  211/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9205, Loss: 0.0422
Epoch  21 Batch  212/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9205, Loss: 0.0456
Epoch  21 Batch  213/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9201, Loss: 0.0413
Epoch  21 Batch  214/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9105, Loss: 0.0480
Epoch  21 Batch  215/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9098, Loss: 0.0563
Epoch  21 Batch  216/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9094, Loss: 0.0496
Epoch  21 Batch  217/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0396
Epoch  21 Batch  218/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9009, Loss: 0.0533
Epoch  21 Batch  219/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9059, Loss: 0.0353
Epoch  21 Batch  220/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9148, Loss: 0.0491
Epoch  21 Batch  221/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9265, Loss: 0.0484
Epoch  21 Batch  222/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9254, Loss: 0.0412
Epoch  21 Batch  223/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9226, Loss: 0.0482
Epoch  21 Batch  224/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0527
Epoch  21 Batch  225/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9155, Loss: 0.0619
Epoch  21 Batch  226/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9134, Loss: 0.0414
Epoch  21 Batch  227/1077 - Train Accuracy: 0.8922, Validation Accuracy: 0.9105, Loss: 0.0540
Epoch  21 Batch  228/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9052, Loss: 0.0397
Epoch  21 Batch  229/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9123, Loss: 0.0463
Epoch  21 Batch  230/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9116, Loss: 0.0423
Epoch  21 Batch  231/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9158, Loss: 0.0552
Epoch  21 Batch  232/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9077, Loss: 0.0437
Epoch  21 Batch  233/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9155, Loss: 0.0540
Epoch  21 Batch  234/1077 - Train Accuracy: 0.9003, Validation Accuracy: 0.9158, Loss: 0.0538
Epoch  21 Batch  235/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9126, Loss: 0.0510
Epoch  21 Batch  236/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0529
Epoch  21 Batch  237/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9130, Loss: 0.0374
Epoch  21 Batch  238/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9180, Loss: 0.0457
Epoch  21 Batch  239/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9091, Loss: 0.0322
Epoch  21 Batch  240/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9091, Loss: 0.0380
Epoch  21 Batch  241/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9045, Loss: 0.0379
Epoch  21 Batch  242/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9052, Loss: 0.0429
Epoch  21 Batch  243/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9052, Loss: 0.0499
Epoch  21 Batch  244/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9073, Loss: 0.0419
Epoch  21 Batch  245/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9062, Loss: 0.0454
Epoch  21 Batch  246/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9062, Loss: 0.0444
Epoch  21 Batch  247/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9151, Loss: 0.0442
Epoch  21 Batch  248/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9173, Loss: 0.0482
Epoch  21 Batch  249/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9173, Loss: 0.0423
Epoch  21 Batch  250/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9173, Loss: 0.0440
Epoch  21 Batch  251/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9176, Loss: 0.0553
Epoch  21 Batch  252/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9201, Loss: 0.0533
Epoch  21 Batch  253/1077 - Train Accuracy: 0.9119, Validation Accuracy: 0.9180, Loss: 0.0458
Epoch  21 Batch  254/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9176, Loss: 0.0493
Epoch  21 Batch  255/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9176, Loss: 0.0439
Epoch  21 Batch  256/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9180, Loss: 0.0741
Epoch  21 Batch  257/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9201, Loss: 0.0496
Epoch  21 Batch  258/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9215, Loss: 0.0429
Epoch  21 Batch  259/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9173, Loss: 0.0362
Epoch  21 Batch  260/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9165, Loss: 0.0420
Epoch  21 Batch  261/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9109, Loss: 0.0421
Epoch  21 Batch  262/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9059, Loss: 0.0405
Epoch  21 Batch  263/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9009, Loss: 0.0395
Epoch  21 Batch  264/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9055, Loss: 0.0477
Epoch  21 Batch  265/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9031, Loss: 0.0492
Epoch  21 Batch  266/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9080, Loss: 0.0473
Epoch  21 Batch  267/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8984, Loss: 0.0398
Epoch  21 Batch  268/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9084, Loss: 0.0544
Epoch  21 Batch  269/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9034, Loss: 0.0603
Epoch  21 Batch  270/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9009, Loss: 0.0523
Epoch  21 Batch  271/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9041, Loss: 0.0456
Epoch  21 Batch  272/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9094, Loss: 0.0760
Epoch  21 Batch  273/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9091, Loss: 0.0398
Epoch  21 Batch  274/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9148, Loss: 0.0483
Epoch  21 Batch  275/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9155, Loss: 0.0474
Epoch  21 Batch  276/1077 - Train Accuracy: 0.8918, Validation Accuracy: 0.9155, Loss: 0.0663
Epoch  21 Batch  277/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9194, Loss: 0.0391
Epoch  21 Batch  278/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9197, Loss: 0.0547
Epoch  21 Batch  279/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0505
Epoch  21 Batch  280/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9062, Loss: 0.0483
Epoch  21 Batch  281/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0536
Epoch  21 Batch  282/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9009, Loss: 0.0618
Epoch  21 Batch  283/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9031, Loss: 0.0476
Epoch  21 Batch  284/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9077, Loss: 0.0529
Epoch  21 Batch  285/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9077, Loss: 0.0485
Epoch  21 Batch  286/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9077, Loss: 0.0473
Epoch  21 Batch  287/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9038, Loss: 0.0508
Epoch  21 Batch  288/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.8999, Loss: 0.0523
Epoch  21 Batch  289/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9048, Loss: 0.0392
Epoch  21 Batch  290/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9102, Loss: 0.0631
Epoch  21 Batch  291/1077 - Train Accuracy: 0.9085, Validation Accuracy: 0.8981, Loss: 0.0605
Epoch  21 Batch  292/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.8977, Loss: 0.0535
Epoch  21 Batch  293/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9048, Loss: 0.0476
Epoch  21 Batch  294/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9094, Loss: 0.0450
Epoch  21 Batch  295/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9091, Loss: 0.0538
Epoch  21 Batch  296/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9066, Loss: 0.0472
Epoch  21 Batch  297/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9070, Loss: 0.0494
Epoch  21 Batch  298/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9070, Loss: 0.0519
Epoch  21 Batch  299/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9070, Loss: 0.0536
Epoch  21 Batch  300/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9073, Loss: 0.0414
Epoch  21 Batch  301/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9130, Loss: 0.0455
Epoch  21 Batch  302/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9112, Loss: 0.0436
Epoch  21 Batch  303/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0502
Epoch  21 Batch  304/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9130, Loss: 0.0462
Epoch  21 Batch  305/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9034, Loss: 0.0467
Epoch  21 Batch  306/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.8981, Loss: 0.0530
Epoch  21 Batch  307/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9134, Loss: 0.0461
Epoch  21 Batch  308/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9134, Loss: 0.0513
Epoch  21 Batch  309/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9134, Loss: 0.0341
Epoch  21 Batch  310/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0461
Epoch  21 Batch  311/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9041, Loss: 0.0427
Epoch  21 Batch  312/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9073, Loss: 0.0545
Epoch  21 Batch  313/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9123, Loss: 0.0367
Epoch  21 Batch  314/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9130, Loss: 0.0517
Epoch  21 Batch  315/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9180, Loss: 0.0438
Epoch  21 Batch  316/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9155, Loss: 0.0494
Epoch  21 Batch  317/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9151, Loss: 0.0497
Epoch  21 Batch  318/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9073, Loss: 0.0433
Epoch  21 Batch  319/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9251, Loss: 0.0587
Epoch  21 Batch  320/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0588
Epoch  21 Batch  321/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9180, Loss: 0.0425
Epoch  21 Batch  322/1077 - Train Accuracy: 0.9089, Validation Accuracy: 0.9066, Loss: 0.0416
Epoch  21 Batch  323/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9123, Loss: 0.0501
Epoch  21 Batch  324/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9077, Loss: 0.0477
Epoch  21 Batch  325/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9137, Loss: 0.0470
Epoch  21 Batch  326/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9087, Loss: 0.0424
Epoch  21 Batch  327/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9038, Loss: 0.0579
Epoch  21 Batch  328/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9031, Loss: 0.0570
Epoch  21 Batch  329/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.8981, Loss: 0.0492
Epoch  21 Batch  330/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8981, Loss: 0.0498
Epoch  21 Batch  331/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9016, Loss: 0.0480
Epoch  21 Batch  332/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9062, Loss: 0.0351
Epoch  21 Batch  333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9094, Loss: 0.0400
Epoch  21 Batch  334/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9105, Loss: 0.0468
Epoch  21 Batch  335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9105, Loss: 0.0430
Epoch  21 Batch  336/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9105, Loss: 0.0833
Epoch  21 Batch  337/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9155, Loss: 0.0534
Epoch  21 Batch  338/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9155, Loss: 0.0595
Epoch  21 Batch  339/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9123, Loss: 0.0437
Epoch  21 Batch  340/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9126, Loss: 0.0436
Epoch  21 Batch  341/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9169, Loss: 0.0637
Epoch  21 Batch  342/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9123, Loss: 0.0453
Epoch  21 Batch  343/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9077, Loss: 0.0549
Epoch  21 Batch  344/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9023, Loss: 0.0457
Epoch  21 Batch  345/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9031, Loss: 0.0443
Epoch  21 Batch  346/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9091, Loss: 0.0439
Epoch  21 Batch  347/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9066, Loss: 0.0338
Epoch  21 Batch  348/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9116, Loss: 0.0462
Epoch  21 Batch  349/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9052, Loss: 0.0443
Epoch  21 Batch  350/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9016, Loss: 0.0423
Epoch  21 Batch  351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9059, Loss: 0.0549
Epoch  21 Batch  352/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9112, Loss: 0.0372
Epoch  21 Batch  353/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9055, Loss: 0.0488
Epoch  21 Batch  354/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.8988, Loss: 0.0572
Epoch  21 Batch  355/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9176, Loss: 0.0480
Epoch  21 Batch  356/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9126, Loss: 0.0499
Epoch  21 Batch  357/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9126, Loss: 0.0473
Epoch  21 Batch  358/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9222, Loss: 0.0552
Epoch  21 Batch  359/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9134, Loss: 0.0476
Epoch  21 Batch  360/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9229, Loss: 0.0398
Epoch  21 Batch  361/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9240, Loss: 0.0370
Epoch  21 Batch  362/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9173, Loss: 0.0582
Epoch  21 Batch  363/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9173, Loss: 0.0521
Epoch  21 Batch  364/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0633
Epoch  21 Batch  365/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9194, Loss: 0.0431
Epoch  21 Batch  366/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9091, Loss: 0.0398
Epoch  21 Batch  367/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9023, Loss: 0.0400
Epoch  21 Batch  368/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9027, Loss: 0.0511
Epoch  21 Batch  369/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9034, Loss: 0.0503
Epoch  21 Batch  370/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9134, Loss: 0.0459
Epoch  21 Batch  371/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9130, Loss: 0.0388
Epoch  21 Batch  372/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9027, Loss: 0.0361
Epoch  21 Batch  373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9023, Loss: 0.0356
Epoch  21 Batch  374/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8977, Loss: 0.0449
Epoch  21 Batch  375/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.8924, Loss: 0.0408
Epoch  21 Batch  376/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9020, Loss: 0.0501
Epoch  21 Batch  377/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9034, Loss: 0.0486
Epoch  21 Batch  378/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9059, Loss: 0.0331
Epoch  21 Batch  379/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9087, Loss: 0.0568
Epoch  21 Batch  380/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9084, Loss: 0.0416
Epoch  21 Batch  381/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9048, Loss: 0.0584
Epoch  21 Batch  382/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9052, Loss: 0.0613
Epoch  21 Batch  383/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9002, Loss: 0.0472
Epoch  21 Batch  384/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9013, Loss: 0.0424
Epoch  21 Batch  385/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9055, Loss: 0.0398
Epoch  21 Batch  386/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9006, Loss: 0.0471
Epoch  21 Batch  387/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9052, Loss: 0.0494
Epoch  21 Batch  388/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0597
Epoch  21 Batch  389/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9119, Loss: 0.0492
Epoch  21 Batch  390/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9194, Loss: 0.0615
Epoch  21 Batch  391/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9070, Loss: 0.0532
Epoch  21 Batch  392/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9066, Loss: 0.0591
Epoch  21 Batch  393/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9059, Loss: 0.0488
Epoch  21 Batch  394/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9048, Loss: 0.0486
Epoch  21 Batch  395/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9148, Loss: 0.0398
Epoch  21 Batch  396/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9151, Loss: 0.0540
Epoch  21 Batch  397/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0486
Epoch  21 Batch  398/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9212, Loss: 0.0487
Epoch  21 Batch  399/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9276, Loss: 0.0459
Epoch  21 Batch  400/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9165, Loss: 0.0465
Epoch  21 Batch  401/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9091, Loss: 0.0437
Epoch  21 Batch  402/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9148, Loss: 0.0376
Epoch  21 Batch  403/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.8995, Loss: 0.0614
Epoch  21 Batch  404/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.8942, Loss: 0.0482
Epoch  21 Batch  405/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0541
Epoch  21 Batch  406/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9038, Loss: 0.0478
Epoch  21 Batch  407/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9006, Loss: 0.0508
Epoch  21 Batch  408/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9048, Loss: 0.0483
Epoch  21 Batch  409/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9048, Loss: 0.0573
Epoch  21 Batch  410/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9112, Loss: 0.0616
Epoch  21 Batch  411/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9165, Loss: 0.0508
Epoch  21 Batch  412/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9169, Loss: 0.0406
Epoch  21 Batch  413/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9212, Loss: 0.0450
Epoch  21 Batch  414/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9215, Loss: 0.0505
Epoch  21 Batch  415/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9215, Loss: 0.0610
Epoch  21 Batch  416/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9123, Loss: 0.0458
Epoch  21 Batch  417/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9031, Loss: 0.0681
Epoch  21 Batch  418/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0472
Epoch  21 Batch  419/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9080, Loss: 0.0429
Epoch  21 Batch  420/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9091, Loss: 0.0387
Epoch  21 Batch  421/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9119, Loss: 0.0649
Epoch  21 Batch  422/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9066, Loss: 0.0421
Epoch  21 Batch  423/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9116, Loss: 0.0523
Epoch  21 Batch  424/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9109, Loss: 0.0473
Epoch  21 Batch  425/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9084, Loss: 0.0407
Epoch  21 Batch  426/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9041, Loss: 0.0566
Epoch  21 Batch  427/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9027, Loss: 0.0408
Epoch  21 Batch  428/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9048, Loss: 0.0406
Epoch  21 Batch  429/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9045, Loss: 0.0411
Epoch  21 Batch  430/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9045, Loss: 0.0448
Epoch  21 Batch  431/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9045, Loss: 0.0387
Epoch  21 Batch  432/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.8931, Loss: 0.0498
Epoch  21 Batch  433/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.8928, Loss: 0.0481
Epoch  21 Batch  434/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9013, Loss: 0.0521
Epoch  21 Batch  435/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9066, Loss: 0.0539
Epoch  21 Batch  436/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9062, Loss: 0.0510
Epoch  21 Batch  437/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9016, Loss: 0.0402
Epoch  21 Batch  438/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9034, Loss: 0.0476
Epoch  21 Batch  439/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8981, Loss: 0.0520
Epoch  21 Batch  440/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.8963, Loss: 0.0569
Epoch  21 Batch  441/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9176, Loss: 0.0479
Epoch  21 Batch  442/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9130, Loss: 0.0507
Epoch  21 Batch  443/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9123, Loss: 0.0419
Epoch  21 Batch  444/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9013, Loss: 0.0515
Epoch  21 Batch  445/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.8942, Loss: 0.0549
Epoch  21 Batch  446/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9002, Loss: 0.0369
Epoch  21 Batch  447/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9006, Loss: 0.0492
Epoch  21 Batch  448/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0569
Epoch  21 Batch  449/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0565
Epoch  21 Batch  450/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9045, Loss: 0.0557
Epoch  21 Batch  451/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9080, Loss: 0.0464
Epoch  21 Batch  452/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9084, Loss: 0.0439
Epoch  21 Batch  453/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9006, Loss: 0.0461
Epoch  21 Batch  454/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9016, Loss: 0.0647
Epoch  21 Batch  455/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9016, Loss: 0.0462
Epoch  21 Batch  456/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9112, Loss: 0.0512
Epoch  21 Batch  457/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9165, Loss: 0.0395
Epoch  21 Batch  458/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9165, Loss: 0.0548
Epoch  21 Batch  459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9158, Loss: 0.0477
Epoch  21 Batch  460/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9148, Loss: 0.0510
Epoch  21 Batch  461/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9144, Loss: 0.0444
Epoch  21 Batch  462/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9169, Loss: 0.0496
Epoch  21 Batch  463/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9233, Loss: 0.0456
Epoch  21 Batch  464/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9162, Loss: 0.0453
Epoch  21 Batch  465/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9162, Loss: 0.0669
Epoch  21 Batch  466/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9116, Loss: 0.0472
Epoch  21 Batch  467/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9112, Loss: 0.0518
Epoch  21 Batch  468/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9158, Loss: 0.0542
Epoch  21 Batch  469/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9109, Loss: 0.0449
Epoch  21 Batch  470/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9087, Loss: 0.0518
Epoch  21 Batch  471/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9062, Loss: 0.0356
Epoch  21 Batch  472/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9055, Loss: 0.0412
Epoch  21 Batch  473/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9084, Loss: 0.0491
Epoch  21 Batch  474/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9169, Loss: 0.0450
Epoch  21 Batch  475/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9073, Loss: 0.0523
Epoch  21 Batch  476/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9162, Loss: 0.0443
Epoch  21 Batch  477/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9052, Loss: 0.0445
Epoch  21 Batch  478/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.8977, Loss: 0.0456
Epoch  21 Batch  479/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9016, Loss: 0.0570
Epoch  21 Batch  480/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9062, Loss: 0.0468
Epoch  21 Batch  481/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9020, Loss: 0.0465
Epoch  21 Batch  482/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.8995, Loss: 0.0572
Epoch  21 Batch  483/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9048, Loss: 0.0572
Epoch  21 Batch  484/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.8995, Loss: 0.0518
Epoch  21 Batch  485/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9052, Loss: 0.0477
Epoch  21 Batch  486/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9031, Loss: 0.0404
Epoch  21 Batch  487/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9023, Loss: 0.0434
Epoch  21 Batch  488/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9126, Loss: 0.0376
Epoch  21 Batch  489/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9080, Loss: 0.0386
Epoch  21 Batch  490/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9055, Loss: 0.0526
Epoch  21 Batch  491/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9031, Loss: 0.0613
Epoch  21 Batch  492/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9055, Loss: 0.0533
Epoch  21 Batch  493/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9052, Loss: 0.0373
Epoch  21 Batch  494/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0394
Epoch  21 Batch  495/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9169, Loss: 0.0443
Epoch  21 Batch  496/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9112, Loss: 0.0467
Epoch  21 Batch  497/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9116, Loss: 0.0463
Epoch  21 Batch  498/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9151, Loss: 0.0452
Epoch  21 Batch  499/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9158, Loss: 0.0418
Epoch  21 Batch  500/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9197, Loss: 0.0416
Epoch  21 Batch  501/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9045, Loss: 0.0438
Epoch  21 Batch  502/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.8995, Loss: 0.0496
Epoch  21 Batch  503/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8977, Loss: 0.0400
Epoch  21 Batch  504/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.8999, Loss: 0.0417
Epoch  21 Batch  505/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8981, Loss: 0.0388
Epoch  21 Batch  506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.8963, Loss: 0.0504
Epoch  21 Batch  507/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.8913, Loss: 0.0502
Epoch  21 Batch  508/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9034, Loss: 0.0395
Epoch  21 Batch  509/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9009, Loss: 0.0502
Epoch  21 Batch  510/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9006, Loss: 0.0456
Epoch  21 Batch  511/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.8970, Loss: 0.0482
Epoch  21 Batch  512/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.8952, Loss: 0.0406
Epoch  21 Batch  513/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8899, Loss: 0.0530
Epoch  21 Batch  514/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.8999, Loss: 0.0445
Epoch  21 Batch  515/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.8995, Loss: 0.0520
Epoch  21 Batch  516/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8991, Loss: 0.0471
Epoch  21 Batch  517/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.8995, Loss: 0.0526
Epoch  21 Batch  518/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9098, Loss: 0.0441
Epoch  21 Batch  519/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0491
Epoch  21 Batch  520/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9066, Loss: 0.0409
Epoch  21 Batch  521/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9098, Loss: 0.0467
Epoch  21 Batch  522/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9013, Loss: 0.0609
Epoch  21 Batch  523/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9016, Loss: 0.0429
Epoch  21 Batch  524/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9059, Loss: 0.0516
Epoch  21 Batch  525/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0489
Epoch  21 Batch  526/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9123, Loss: 0.0398
Epoch  21 Batch  527/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9165, Loss: 0.0425
Epoch  21 Batch  528/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9187, Loss: 0.0426
Epoch  21 Batch  529/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9162, Loss: 0.0455
Epoch  21 Batch  530/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9144, Loss: 0.0503
Epoch  21 Batch  531/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9116, Loss: 0.0456
Epoch  21 Batch  532/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9084, Loss: 0.0540
Epoch  21 Batch  533/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9073, Loss: 0.0452
Epoch  21 Batch  534/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9084, Loss: 0.0525
Epoch  21 Batch  535/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9109, Loss: 0.0549
Epoch  21 Batch  536/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9087, Loss: 0.0472
Epoch  21 Batch  537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9052, Loss: 0.0404
Epoch  21 Batch  538/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9134, Loss: 0.0366
Epoch  21 Batch  539/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9137, Loss: 0.0559
Epoch  21 Batch  540/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0383
Epoch  21 Batch  541/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9141, Loss: 0.0441
Epoch  21 Batch  542/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9134, Loss: 0.0486
Epoch  21 Batch  543/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0392
Epoch  21 Batch  544/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9066, Loss: 0.0321
Epoch  21 Batch  545/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9009, Loss: 0.0490
Epoch  21 Batch  546/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9141, Loss: 0.0532
Epoch  21 Batch  547/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8935, Loss: 0.0420
Epoch  21 Batch  548/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.8938, Loss: 0.0579
Epoch  21 Batch  549/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.8903, Loss: 0.0579
Epoch  21 Batch  550/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.8903, Loss: 0.0456
Epoch  21 Batch  551/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8896, Loss: 0.0526
Epoch  21 Batch  552/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9006, Loss: 0.0551
Epoch  21 Batch  553/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9080, Loss: 0.0612
Epoch  21 Batch  554/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0425
Epoch  21 Batch  555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9091, Loss: 0.0448
Epoch  21 Batch  556/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9080, Loss: 0.0376
Epoch  21 Batch  557/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9031, Loss: 0.0443
Epoch  21 Batch  558/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9080, Loss: 0.0393
Epoch  21 Batch  559/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9094, Loss: 0.0446
Epoch  21 Batch  560/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9002, Loss: 0.0477
Epoch  21 Batch  561/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9102, Loss: 0.0474
Epoch  21 Batch  562/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9130, Loss: 0.0432
Epoch  21 Batch  563/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9080, Loss: 0.0529
Epoch  21 Batch  564/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9077, Loss: 0.0556
Epoch  21 Batch  565/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9077, Loss: 0.0562
Epoch  21 Batch  566/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9070, Loss: 0.0562
Epoch  21 Batch  567/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9027, Loss: 0.0462
Epoch  21 Batch  568/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8984, Loss: 0.0459
Epoch  21 Batch  569/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9055, Loss: 0.0523
Epoch  21 Batch  570/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9052, Loss: 0.0572
Epoch  21 Batch  571/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9027, Loss: 0.0414
Epoch  21 Batch  572/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.8938, Loss: 0.0467
Epoch  21 Batch  573/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.8910, Loss: 0.0686
Epoch  21 Batch  574/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.8910, Loss: 0.0490
Epoch  21 Batch  575/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.8938, Loss: 0.0418
Epoch  21 Batch  576/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9013, Loss: 0.0442
Epoch  21 Batch  577/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.8991, Loss: 0.0447
Epoch  21 Batch  578/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8991, Loss: 0.0423
Epoch  21 Batch  579/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9052, Loss: 0.0436
Epoch  21 Batch  580/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9109, Loss: 0.0371
Epoch  21 Batch  581/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9062, Loss: 0.0377
Epoch  21 Batch  582/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9062, Loss: 0.0410
Epoch  21 Batch  583/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9134, Loss: 0.0546
Epoch  21 Batch  584/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9084, Loss: 0.0492
Epoch  21 Batch  585/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9165, Loss: 0.0341
Epoch  21 Batch  586/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9116, Loss: 0.0412
Epoch  21 Batch  587/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9116, Loss: 0.0445
Epoch  21 Batch  588/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9116, Loss: 0.0400
Epoch  21 Batch  589/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9048, Loss: 0.0389
Epoch  21 Batch  590/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9052, Loss: 0.0573
Epoch  21 Batch  591/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9031, Loss: 0.0441
Epoch  21 Batch  592/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9084, Loss: 0.0542
Epoch  21 Batch  593/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9126, Loss: 0.0594
Epoch  21 Batch  594/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9119, Loss: 0.0528
Epoch  21 Batch  595/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0454
Epoch  21 Batch  596/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9073, Loss: 0.0492
Epoch  21 Batch  597/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9048, Loss: 0.0442
Epoch  21 Batch  598/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9080, Loss: 0.0481
Epoch  21 Batch  599/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9094, Loss: 0.0682
Epoch  21 Batch  600/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0548
Epoch  21 Batch  601/1077 - Train Accuracy: 0.9025, Validation Accuracy: 0.9094, Loss: 0.0488
Epoch  21 Batch  602/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9190, Loss: 0.0511
Epoch  21 Batch  603/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9197, Loss: 0.0535
Epoch  21 Batch  604/1077 - Train Accuracy: 0.8957, Validation Accuracy: 0.9148, Loss: 0.0659
Epoch  21 Batch  605/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0549
Epoch  21 Batch  606/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9045, Loss: 0.0401
Epoch  21 Batch  607/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9105, Loss: 0.0521
Epoch  21 Batch  608/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9102, Loss: 0.0570
Epoch  21 Batch  609/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9105, Loss: 0.0547
Epoch  21 Batch  610/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9130, Loss: 0.0582
Epoch  21 Batch  611/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0459
Epoch  21 Batch  612/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9052, Loss: 0.0391
Epoch  21 Batch  613/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.8988, Loss: 0.0595
Epoch  21 Batch  614/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.8967, Loss: 0.0505
Epoch  21 Batch  615/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9013, Loss: 0.0416
Epoch  21 Batch  616/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9016, Loss: 0.0442
Epoch  21 Batch  617/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9112, Loss: 0.0462
Epoch  21 Batch  618/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9091, Loss: 0.0484
Epoch  21 Batch  619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9073, Loss: 0.0385
Epoch  21 Batch  620/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9130, Loss: 0.0392
Epoch  21 Batch  621/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9183, Loss: 0.0508
Epoch  21 Batch  622/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9141, Loss: 0.0548
Epoch  21 Batch  623/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9144, Loss: 0.0530
Epoch  21 Batch  624/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9048, Loss: 0.0543
Epoch  21 Batch  625/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.8991, Loss: 0.0454
Epoch  21 Batch  626/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9038, Loss: 0.0401
Epoch  21 Batch  627/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9105, Loss: 0.0425
Epoch  21 Batch  628/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9105, Loss: 0.0493
Epoch  21 Batch  629/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9119, Loss: 0.0536
Epoch  21 Batch  630/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9148, Loss: 0.0417
Epoch  21 Batch  631/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9158, Loss: 0.0532
Epoch  21 Batch  632/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9215, Loss: 0.0414
Epoch  21 Batch  633/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9240, Loss: 0.0424
Epoch  21 Batch  634/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9173, Loss: 0.0337
Epoch  21 Batch  635/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0542
Epoch  21 Batch  636/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9148, Loss: 0.0452
Epoch  21 Batch  637/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9091, Loss: 0.0496
Epoch  21 Batch  638/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9052, Loss: 0.0410
Epoch  21 Batch  639/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9109, Loss: 0.0561
Epoch  21 Batch  640/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9144, Loss: 0.0427
Epoch  21 Batch  641/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9155, Loss: 0.0405
Epoch  21 Batch  642/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9094, Loss: 0.0463
Epoch  21 Batch  643/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9205, Loss: 0.0419
Epoch  21 Batch  644/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9126, Loss: 0.0498
Epoch  21 Batch  645/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9162, Loss: 0.0472
Epoch  21 Batch  646/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9265, Loss: 0.0423
Epoch  21 Batch  647/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9155, Loss: 0.0527
Epoch  21 Batch  648/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9151, Loss: 0.0352
Epoch  21 Batch  649/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0450
Epoch  21 Batch  650/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9052, Loss: 0.0449
Epoch  21 Batch  651/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9052, Loss: 0.0452
Epoch  21 Batch  652/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9052, Loss: 0.0474
Epoch  21 Batch  653/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9134, Loss: 0.0532
Epoch  21 Batch  654/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9087, Loss: 0.0510
Epoch  21 Batch  655/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9094, Loss: 0.0644
Epoch  21 Batch  656/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9094, Loss: 0.0421
Epoch  21 Batch  657/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.8999, Loss: 0.0504
Epoch  21 Batch  658/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9023, Loss: 0.0365
Epoch  21 Batch  659/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9002, Loss: 0.0510
Epoch  21 Batch  660/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9055, Loss: 0.0448
Epoch  21 Batch  661/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9045, Loss: 0.0525
Epoch  21 Batch  662/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9041, Loss: 0.0434
Epoch  21 Batch  663/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9020, Loss: 0.0375
Epoch  21 Batch  664/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9045, Loss: 0.0506
Epoch  21 Batch  665/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9091, Loss: 0.0373
Epoch  21 Batch  666/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9062, Loss: 0.0517
Epoch  21 Batch  667/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9055, Loss: 0.0498
Epoch  21 Batch  668/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9112, Loss: 0.0433
Epoch  21 Batch  669/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9158, Loss: 0.0447
Epoch  21 Batch  670/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9208, Loss: 0.0451
Epoch  21 Batch  671/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9219, Loss: 0.0474
Epoch  21 Batch  672/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9027, Loss: 0.0372
Epoch  21 Batch  673/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.8903, Loss: 0.0529
Epoch  21 Batch  674/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8945, Loss: 0.0425
Epoch  21 Batch  675/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.8945, Loss: 0.0504
Epoch  21 Batch  676/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.8995, Loss: 0.0473
Epoch  21 Batch  677/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8967, Loss: 0.0601
Epoch  21 Batch  678/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9027, Loss: 0.0402
Epoch  21 Batch  679/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.8995, Loss: 0.0477
Epoch  21 Batch  680/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.8995, Loss: 0.0506
Epoch  21 Batch  681/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.8995, Loss: 0.0443
Epoch  21 Batch  682/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9013, Loss: 0.0471
Epoch  21 Batch  683/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9059, Loss: 0.0434
Epoch  21 Batch  684/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9006, Loss: 0.0418
Epoch  21 Batch  685/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9006, Loss: 0.0567
Epoch  21 Batch  686/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9016, Loss: 0.0415
Epoch  21 Batch  687/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9027, Loss: 0.0522
Epoch  21 Batch  688/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9066, Loss: 0.0403
Epoch  21 Batch  689/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9162, Loss: 0.0400
Epoch  21 Batch  690/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9261, Loss: 0.0501
Epoch  21 Batch  691/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9251, Loss: 0.0449
Epoch  21 Batch  692/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9233, Loss: 0.0407
Epoch  21 Batch  693/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9244, Loss: 0.0725
Epoch  21 Batch  694/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0465
Epoch  21 Batch  695/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9261, Loss: 0.0442
Epoch  21 Batch  696/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9205, Loss: 0.0448
Epoch  21 Batch  697/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9183, Loss: 0.0392
Epoch  21 Batch  698/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9091, Loss: 0.0421
Epoch  21 Batch  699/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9137, Loss: 0.0436
Epoch  21 Batch  700/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9134, Loss: 0.0419
Epoch  21 Batch  701/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9038, Loss: 0.0460
Epoch  21 Batch  702/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9087, Loss: 0.0574
Epoch  21 Batch  703/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0456
Epoch  21 Batch  704/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9144, Loss: 0.0617
Epoch  21 Batch  705/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9098, Loss: 0.0499
Epoch  21 Batch  706/1077 - Train Accuracy: 0.8821, Validation Accuracy: 0.9098, Loss: 0.0634
Epoch  21 Batch  707/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9073, Loss: 0.0554
Epoch  21 Batch  708/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9062, Loss: 0.0511
Epoch  21 Batch  709/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9073, Loss: 0.0579
Epoch  21 Batch  710/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9023, Loss: 0.0374
Epoch  21 Batch  711/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9023, Loss: 0.0606
Epoch  21 Batch  712/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.8984, Loss: 0.0369
Epoch  21 Batch  713/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9006, Loss: 0.0427
Epoch  21 Batch  714/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9077, Loss: 0.0425
Epoch  21 Batch  715/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8999, Loss: 0.0502
Epoch  21 Batch  716/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9098, Loss: 0.0397
Epoch  21 Batch  717/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9165, Loss: 0.0386
Epoch  21 Batch  718/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9102, Loss: 0.0447
Epoch  21 Batch  719/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9102, Loss: 0.0463
Epoch  21 Batch  720/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0471
Epoch  21 Batch  721/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9109, Loss: 0.0536
Epoch  21 Batch  722/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9183, Loss: 0.0395
Epoch  21 Batch  723/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9134, Loss: 0.0512
Epoch  21 Batch  724/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9134, Loss: 0.0455
Epoch  21 Batch  725/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9208, Loss: 0.0357
Epoch  21 Batch  726/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0454
Epoch  21 Batch  727/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0430
Epoch  21 Batch  728/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9229, Loss: 0.0551
Epoch  21 Batch  729/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9226, Loss: 0.0539
Epoch  21 Batch  730/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9091, Loss: 0.0598
Epoch  21 Batch  731/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9141, Loss: 0.0452
Epoch  21 Batch  732/1077 - Train Accuracy: 0.9067, Validation Accuracy: 0.9276, Loss: 0.0528
Epoch  21 Batch  733/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9251, Loss: 0.0466
Epoch  21 Batch  734/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9194, Loss: 0.0467
Epoch  21 Batch  735/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9059, Loss: 0.0413
Epoch  21 Batch  736/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9052, Loss: 0.0412
Epoch  21 Batch  737/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9073, Loss: 0.0527
Epoch  21 Batch  738/1077 - Train Accuracy: 0.9443, Validation Accuracy: 0.9055, Loss: 0.0370
Epoch  21 Batch  739/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9034, Loss: 0.0437
Epoch  21 Batch  740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9038, Loss: 0.0353
Epoch  21 Batch  741/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9141, Loss: 0.0513
Epoch  21 Batch  742/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9190, Loss: 0.0411
Epoch  21 Batch  743/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9240, Loss: 0.0474
Epoch  21 Batch  744/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9240, Loss: 0.0497
Epoch  21 Batch  745/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9176, Loss: 0.0530
Epoch  21 Batch  746/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9126, Loss: 0.0396
Epoch  21 Batch  747/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9109, Loss: 0.0358
Epoch  21 Batch  748/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9158, Loss: 0.0369
Epoch  21 Batch  749/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9155, Loss: 0.0403
Epoch  21 Batch  750/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9151, Loss: 0.0465
Epoch  21 Batch  751/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9102, Loss: 0.0470
Epoch  21 Batch  752/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9098, Loss: 0.0458
Epoch  21 Batch  753/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9130, Loss: 0.0462
Epoch  21 Batch  754/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0520
Epoch  21 Batch  755/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9087, Loss: 0.0519
Epoch  21 Batch  756/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9208, Loss: 0.0427
Epoch  21 Batch  757/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9116, Loss: 0.0555
Epoch  21 Batch  758/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9087, Loss: 0.0378
Epoch  21 Batch  759/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9087, Loss: 0.0436
Epoch  21 Batch  760/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9151, Loss: 0.0612
Epoch  21 Batch  761/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9197, Loss: 0.0491
Epoch  21 Batch  762/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9212, Loss: 0.0437
Epoch  21 Batch  763/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9180, Loss: 0.0485
Epoch  21 Batch  764/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9229, Loss: 0.0506
Epoch  21 Batch  765/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9244, Loss: 0.0560
Epoch  21 Batch  766/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9315, Loss: 0.0532
Epoch  21 Batch  767/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9219, Loss: 0.0489
Epoch  21 Batch  768/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9190, Loss: 0.0492
Epoch  21 Batch  769/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9151, Loss: 0.0467
Epoch  21 Batch  770/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9116, Loss: 0.0431
Epoch  21 Batch  771/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9162, Loss: 0.0457
Epoch  21 Batch  772/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9176, Loss: 0.0433
Epoch  21 Batch  773/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9137, Loss: 0.0420
Epoch  21 Batch  774/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9201, Loss: 0.0513
Epoch  21 Batch  775/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9219, Loss: 0.0494
Epoch  21 Batch  776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9240, Loss: 0.0413
Epoch  21 Batch  777/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9233, Loss: 0.0413
Epoch  21 Batch  778/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9237, Loss: 0.0538
Epoch  21 Batch  779/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9197, Loss: 0.0466
Epoch  21 Batch  780/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9190, Loss: 0.0645
Epoch  21 Batch  781/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9229, Loss: 0.0395
Epoch  21 Batch  782/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9151, Loss: 0.0399
Epoch  21 Batch  783/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9048, Loss: 0.0505
Epoch  21 Batch  784/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9045, Loss: 0.0301
Epoch  21 Batch  785/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9023, Loss: 0.0442
Epoch  21 Batch  786/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9066, Loss: 0.0444
Epoch  21 Batch  787/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9105, Loss: 0.0448
Epoch  21 Batch  788/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9080, Loss: 0.0411
Epoch  21 Batch  789/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9091, Loss: 0.0562
Epoch  21 Batch  790/1077 - Train Accuracy: 0.8840, Validation Accuracy: 0.9052, Loss: 0.0510
Epoch  21 Batch  791/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9102, Loss: 0.0542
Epoch  21 Batch  792/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9130, Loss: 0.0471
Epoch  21 Batch  793/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9137, Loss: 0.0474
Epoch  21 Batch  794/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9205, Loss: 0.0386
Epoch  21 Batch  795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9180, Loss: 0.0533
Epoch  21 Batch  796/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9215, Loss: 0.0439
Epoch  21 Batch  797/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9141, Loss: 0.0483
Epoch  21 Batch  798/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9208, Loss: 0.0440
Epoch  21 Batch  799/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9141, Loss: 0.0569
Epoch  21 Batch  800/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9165, Loss: 0.0402
Epoch  21 Batch  801/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9165, Loss: 0.0448
Epoch  21 Batch  802/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9219, Loss: 0.0581
Epoch  21 Batch  803/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9126, Loss: 0.0489
Epoch  21 Batch  804/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9165, Loss: 0.0413
Epoch  21 Batch  805/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9112, Loss: 0.0517
Epoch  21 Batch  806/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0399
Epoch  21 Batch  807/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9070, Loss: 0.0357
Epoch  21 Batch  808/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9002, Loss: 0.0612
Epoch  21 Batch  809/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9023, Loss: 0.0682
Epoch  21 Batch  810/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9031, Loss: 0.0415
Epoch  21 Batch  811/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9087, Loss: 0.0447
Epoch  21 Batch  812/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9020, Loss: 0.0469
Epoch  21 Batch  813/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.8995, Loss: 0.0468
Epoch  21 Batch  814/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.8981, Loss: 0.0532
Epoch  21 Batch  815/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9077, Loss: 0.0508
Epoch  21 Batch  816/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9119, Loss: 0.0436
Epoch  21 Batch  817/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9116, Loss: 0.0476
Epoch  21 Batch  818/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9116, Loss: 0.0461
Epoch  21 Batch  819/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9141, Loss: 0.0466
Epoch  21 Batch  820/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9091, Loss: 0.0476
Epoch  21 Batch  821/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9169, Loss: 0.0468
Epoch  21 Batch  822/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9148, Loss: 0.0413
Epoch  21 Batch  823/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9169, Loss: 0.0448
Epoch  21 Batch  824/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9208, Loss: 0.0525
Epoch  21 Batch  825/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0422
Epoch  21 Batch  826/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9102, Loss: 0.0427
Epoch  21 Batch  827/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9180, Loss: 0.0470
Epoch  21 Batch  828/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9109, Loss: 0.0395
Epoch  21 Batch  829/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9094, Loss: 0.0564
Epoch  21 Batch  830/1077 - Train Accuracy: 0.8668, Validation Accuracy: 0.9155, Loss: 0.0555
Epoch  21 Batch  831/1077 - Train Accuracy: 0.8812, Validation Accuracy: 0.9077, Loss: 0.0519
Epoch  21 Batch  832/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0412
Epoch  21 Batch  833/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9162, Loss: 0.0524
Epoch  21 Batch  834/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9141, Loss: 0.0466
Epoch  21 Batch  835/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9169, Loss: 0.0522
Epoch  21 Batch  836/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9158, Loss: 0.0461
Epoch  21 Batch  837/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9141, Loss: 0.0578
Epoch  21 Batch  838/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9105, Loss: 0.0444
Epoch  21 Batch  839/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9148, Loss: 0.0374
Epoch  21 Batch  840/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9151, Loss: 0.0415
Epoch  21 Batch  841/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9208, Loss: 0.0635
Epoch  21 Batch  842/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9258, Loss: 0.0404
Epoch  21 Batch  843/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9212, Loss: 0.0412
Epoch  21 Batch  844/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0392
Epoch  21 Batch  845/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9208, Loss: 0.0418
Epoch  21 Batch  846/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9212, Loss: 0.0628
Epoch  21 Batch  847/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9229, Loss: 0.0511
Epoch  21 Batch  848/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0386
Epoch  21 Batch  849/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9201, Loss: 0.0383
Epoch  21 Batch  850/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9144, Loss: 0.0632
Epoch  21 Batch  851/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9080, Loss: 0.0570
Epoch  21 Batch  852/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9105, Loss: 0.0610
Epoch  21 Batch  853/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9130, Loss: 0.0433
Epoch  21 Batch  854/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9137, Loss: 0.0537
Epoch  21 Batch  855/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9102, Loss: 0.0557
Epoch  21 Batch  856/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9105, Loss: 0.0494
Epoch  21 Batch  857/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0406
Epoch  21 Batch  858/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9105, Loss: 0.0371
Epoch  21 Batch  859/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9094, Loss: 0.0470
Epoch  21 Batch  860/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9052, Loss: 0.0495
Epoch  21 Batch  861/1077 - Train Accuracy: 0.8941, Validation Accuracy: 0.9048, Loss: 0.0471
Epoch  21 Batch  862/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8995, Loss: 0.0500
Epoch  21 Batch  863/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8970, Loss: 0.0411
Epoch  21 Batch  864/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.8963, Loss: 0.0466
Epoch  21 Batch  865/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.8995, Loss: 0.0433
Epoch  21 Batch  866/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9041, Loss: 0.0466
Epoch  21 Batch  867/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9070, Loss: 0.0840
Epoch  21 Batch  868/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9098, Loss: 0.0535
Epoch  21 Batch  869/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0488
Epoch  21 Batch  870/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9070, Loss: 0.0524
Epoch  21 Batch  871/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9066, Loss: 0.0415
Epoch  21 Batch  872/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9070, Loss: 0.0457
Epoch  21 Batch  873/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9119, Loss: 0.0491
Epoch  21 Batch  874/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9148, Loss: 0.0499
Epoch  21 Batch  875/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9201, Loss: 0.0508
Epoch  21 Batch  876/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9158, Loss: 0.0412
Epoch  21 Batch  877/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9219, Loss: 0.0401
Epoch  21 Batch  878/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9187, Loss: 0.0460
Epoch  21 Batch  879/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9187, Loss: 0.0338
Epoch  21 Batch  880/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9130, Loss: 0.0585
Epoch  21 Batch  881/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9190, Loss: 0.0495
Epoch  21 Batch  882/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0534
Epoch  21 Batch  883/1077 - Train Accuracy: 0.9030, Validation Accuracy: 0.9222, Loss: 0.0682
Epoch  21 Batch  884/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9180, Loss: 0.0478
Epoch  21 Batch  885/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9180, Loss: 0.0326
Epoch  21 Batch  886/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9016, Loss: 0.0423
Epoch  21 Batch  887/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9034, Loss: 0.0537
Epoch  21 Batch  888/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9034, Loss: 0.0518
Epoch  21 Batch  889/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9041, Loss: 0.0450
Epoch  21 Batch  890/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9034, Loss: 0.0480
Epoch  21 Batch  891/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9055, Loss: 0.0431
Epoch  21 Batch  892/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9119, Loss: 0.0377
Epoch  21 Batch  893/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9173, Loss: 0.0482
Epoch  21 Batch  894/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9130, Loss: 0.0402
Epoch  21 Batch  895/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9123, Loss: 0.0418
Epoch  21 Batch  896/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9173, Loss: 0.0466
Epoch  21 Batch  897/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9119, Loss: 0.0393
Epoch  21 Batch  898/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9066, Loss: 0.0413
Epoch  21 Batch  899/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9162, Loss: 0.0486
Epoch  21 Batch  900/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9173, Loss: 0.0543
Epoch  21 Batch  901/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9077, Loss: 0.0563
Epoch  21 Batch  902/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9077, Loss: 0.0509
Epoch  21 Batch  903/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9173, Loss: 0.0428
Epoch  21 Batch  904/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9173, Loss: 0.0433
Epoch  21 Batch  905/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9197, Loss: 0.0370
Epoch  21 Batch  906/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9169, Loss: 0.0441
Epoch  21 Batch  907/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9162, Loss: 0.0459
Epoch  21 Batch  908/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9254, Loss: 0.0554
Epoch  21 Batch  909/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9194, Loss: 0.0573
Epoch  21 Batch  910/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9158, Loss: 0.0511
Epoch  21 Batch  911/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9183, Loss: 0.0651
Epoch  21 Batch  912/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9251, Loss: 0.0465
Epoch  21 Batch  913/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9187, Loss: 0.0632
Epoch  21 Batch  914/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9283, Loss: 0.0783
Epoch  21 Batch  915/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9329, Loss: 0.0446
Epoch  21 Batch  916/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9222, Loss: 0.0512
Epoch  21 Batch  917/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9155, Loss: 0.0479
Epoch  21 Batch  918/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9155, Loss: 0.0447
Epoch  21 Batch  919/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9094, Loss: 0.0379
Epoch  21 Batch  920/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9155, Loss: 0.0383
Epoch  21 Batch  921/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9109, Loss: 0.0494
Epoch  21 Batch  922/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9109, Loss: 0.0469
Epoch  21 Batch  923/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9119, Loss: 0.0374
Epoch  21 Batch  924/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9013, Loss: 0.0605
Epoch  21 Batch  925/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.8963, Loss: 0.0352
Epoch  21 Batch  926/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.8981, Loss: 0.0516
Epoch  21 Batch  927/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9134, Loss: 0.0566
Epoch  21 Batch  928/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9052, Loss: 0.0502
Epoch  21 Batch  929/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9102, Loss: 0.0473
Epoch  21 Batch  930/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9027, Loss: 0.0351
Epoch  21 Batch  931/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9027, Loss: 0.0478
Epoch  21 Batch  932/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9087, Loss: 0.0462
Epoch  21 Batch  933/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9080, Loss: 0.0417
Epoch  21 Batch  934/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9112, Loss: 0.0379
Epoch  21 Batch  935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9112, Loss: 0.0443
Epoch  21 Batch  936/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0503
Epoch  21 Batch  937/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9258, Loss: 0.0623
Epoch  21 Batch  938/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9258, Loss: 0.0527
Epoch  21 Batch  939/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9183, Loss: 0.0554
Epoch  21 Batch  940/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0393
Epoch  21 Batch  941/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9052, Loss: 0.0421
Epoch  21 Batch  942/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9098, Loss: 0.0535
Epoch  21 Batch  943/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9041, Loss: 0.0437
Epoch  21 Batch  944/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9038, Loss: 0.0409
Epoch  21 Batch  945/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.8970, Loss: 0.0384
Epoch  21 Batch  946/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9006, Loss: 0.0366
Epoch  21 Batch  947/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9055, Loss: 0.0533
Epoch  21 Batch  948/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8988, Loss: 0.0452
Epoch  21 Batch  949/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.8991, Loss: 0.0382
Epoch  21 Batch  950/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.8995, Loss: 0.0456
Epoch  21 Batch  951/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.8984, Loss: 0.0520
Epoch  21 Batch  952/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.8981, Loss: 0.0334
Epoch  21 Batch  953/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9059, Loss: 0.0336
Epoch  21 Batch  954/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9062, Loss: 0.0497
Epoch  21 Batch  955/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9009, Loss: 0.0503
Epoch  21 Batch  956/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9009, Loss: 0.0455
Epoch  21 Batch  957/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9062, Loss: 0.0341
Epoch  21 Batch  958/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9105, Loss: 0.0540
Epoch  21 Batch  959/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9055, Loss: 0.0514
Epoch  21 Batch  960/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9048, Loss: 0.0467
Epoch  21 Batch  961/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9052, Loss: 0.0366
Epoch  21 Batch  962/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9062, Loss: 0.0484
Epoch  21 Batch  963/1077 - Train Accuracy: 0.9358, Validation Accuracy: 0.9080, Loss: 0.0542
Epoch  21 Batch  964/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9102, Loss: 0.0389
Epoch  21 Batch  965/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9098, Loss: 0.0568
Epoch  21 Batch  966/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9165, Loss: 0.0369
Epoch  21 Batch  967/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9208, Loss: 0.0503
Epoch  21 Batch  968/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9254, Loss: 0.0554
Epoch  21 Batch  969/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9222, Loss: 0.0593
Epoch  21 Batch  970/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9169, Loss: 0.0470
Epoch  21 Batch  971/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9219, Loss: 0.0516
Epoch  21 Batch  972/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9219, Loss: 0.0467
Epoch  21 Batch  973/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0358
Epoch  21 Batch  974/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9229, Loss: 0.0396
Epoch  21 Batch  975/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9208, Loss: 0.0403
Epoch  21 Batch  976/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9176, Loss: 0.0407
Epoch  21 Batch  977/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9176, Loss: 0.0362
Epoch  21 Batch  978/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9126, Loss: 0.0447
Epoch  21 Batch  979/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9173, Loss: 0.0472
Epoch  21 Batch  980/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9141, Loss: 0.0461
Epoch  21 Batch  981/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9190, Loss: 0.0515
Epoch  21 Batch  982/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9183, Loss: 0.0484
Epoch  21 Batch  983/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9201, Loss: 0.0455
Epoch  21 Batch  984/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9176, Loss: 0.0495
Epoch  21 Batch  985/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9169, Loss: 0.0391
Epoch  21 Batch  986/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9137, Loss: 0.0415
Epoch  21 Batch  987/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9119, Loss: 0.0417
Epoch  21 Batch  988/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9165, Loss: 0.0509
Epoch  21 Batch  989/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9020, Loss: 0.0537
Epoch  21 Batch  990/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9073, Loss: 0.0558
Epoch  21 Batch  991/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9073, Loss: 0.0414
Epoch  21 Batch  992/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9130, Loss: 0.0450
Epoch  21 Batch  993/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9102, Loss: 0.0353
Epoch  21 Batch  994/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9183, Loss: 0.0411
Epoch  21 Batch  995/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9183, Loss: 0.0410
Epoch  21 Batch  996/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9180, Loss: 0.0436
Epoch  21 Batch  997/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9091, Loss: 0.0481
Epoch  21 Batch  998/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9116, Loss: 0.0414
Epoch  21 Batch  999/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9112, Loss: 0.0510
Epoch  21 Batch 1000/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9066, Loss: 0.0459
Epoch  21 Batch 1001/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9084, Loss: 0.0386
Epoch  21 Batch 1002/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9119, Loss: 0.0362
Epoch  21 Batch 1003/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9098, Loss: 0.0454
Epoch  21 Batch 1004/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9094, Loss: 0.0512
Epoch  21 Batch 1005/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0448
Epoch  21 Batch 1006/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9059, Loss: 0.0388
Epoch  21 Batch 1007/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9009, Loss: 0.0378
Epoch  21 Batch 1008/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9059, Loss: 0.0472
Epoch  21 Batch 1009/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9055, Loss: 0.0322
Epoch  21 Batch 1010/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9119, Loss: 0.0412
Epoch  21 Batch 1011/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9165, Loss: 0.0397
Epoch  21 Batch 1012/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9208, Loss: 0.0338
Epoch  21 Batch 1013/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9286, Loss: 0.0344
Epoch  21 Batch 1014/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9240, Loss: 0.0404
Epoch  21 Batch 1015/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9261, Loss: 0.0554
Epoch  21 Batch 1016/1077 - Train Accuracy: 0.8966, Validation Accuracy: 0.9254, Loss: 0.0440
Epoch  21 Batch 1017/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9279, Loss: 0.0383
Epoch  21 Batch 1018/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9226, Loss: 0.0496
Epoch  21 Batch 1019/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9109, Loss: 0.0519
Epoch  21 Batch 1020/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9109, Loss: 0.0420
Epoch  21 Batch 1021/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9098, Loss: 0.0493
Epoch  21 Batch 1022/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9041, Loss: 0.0370
Epoch  21 Batch 1023/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9084, Loss: 0.0468
Epoch  21 Batch 1024/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9180, Loss: 0.0483
Epoch  21 Batch 1025/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9158, Loss: 0.0413
Epoch  21 Batch 1026/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9013, Loss: 0.0525
Epoch  21 Batch 1027/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9023, Loss: 0.0436
Epoch  21 Batch 1028/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9062, Loss: 0.0451
Epoch  21 Batch 1029/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9112, Loss: 0.0376
Epoch  21 Batch 1030/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9052, Loss: 0.0468
Epoch  21 Batch 1031/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9116, Loss: 0.0525
Epoch  21 Batch 1032/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9045, Loss: 0.0551
Epoch  21 Batch 1033/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9137, Loss: 0.0486
Epoch  21 Batch 1034/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9034, Loss: 0.0479
Epoch  21 Batch 1035/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9059, Loss: 0.0347
Epoch  21 Batch 1036/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9055, Loss: 0.0668
Epoch  21 Batch 1037/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9094, Loss: 0.0459
Epoch  21 Batch 1038/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9094, Loss: 0.0514
Epoch  21 Batch 1039/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9055, Loss: 0.0440
Epoch  21 Batch 1040/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9055, Loss: 0.0438
Epoch  21 Batch 1041/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9006, Loss: 0.0533
Epoch  21 Batch 1042/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9141, Loss: 0.0421
Epoch  21 Batch 1043/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9190, Loss: 0.0640
Epoch  21 Batch 1044/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9197, Loss: 0.0513
Epoch  21 Batch 1045/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9173, Loss: 0.0435
Epoch  21 Batch 1046/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9105, Loss: 0.0363
Epoch  21 Batch 1047/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9176, Loss: 0.0392
Epoch  21 Batch 1048/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9173, Loss: 0.0499
Epoch  21 Batch 1049/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9130, Loss: 0.0523
Epoch  21 Batch 1050/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9137, Loss: 0.0355
Epoch  21 Batch 1051/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0492
Epoch  21 Batch 1052/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9247, Loss: 0.0430
Epoch  21 Batch 1053/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9283, Loss: 0.0485
Epoch  21 Batch 1054/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9244, Loss: 0.0412
Epoch  21 Batch 1055/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9272, Loss: 0.0485
Epoch  21 Batch 1056/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9276, Loss: 0.0458
Epoch  21 Batch 1057/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9293, Loss: 0.0508
Epoch  21 Batch 1058/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9268, Loss: 0.0501
Epoch  21 Batch 1059/1077 - Train Accuracy: 0.8890, Validation Accuracy: 0.9194, Loss: 0.0593
Epoch  21 Batch 1060/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9183, Loss: 0.0412
Epoch  21 Batch 1061/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9304, Loss: 0.0635
Epoch  21 Batch 1062/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9194, Loss: 0.0545
Epoch  21 Batch 1063/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9141, Loss: 0.0560
Epoch  21 Batch 1064/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9261, Loss: 0.0475
Epoch  21 Batch 1065/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9126, Loss: 0.0480
Epoch  21 Batch 1066/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9126, Loss: 0.0437
Epoch  21 Batch 1067/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9201, Loss: 0.0510
Epoch  21 Batch 1068/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9240, Loss: 0.0413
Epoch  21 Batch 1069/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9201, Loss: 0.0460
Epoch  21 Batch 1070/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9155, Loss: 0.0467
Epoch  21 Batch 1071/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9134, Loss: 0.0479
Epoch  21 Batch 1072/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9194, Loss: 0.0486
Epoch  21 Batch 1073/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9094, Loss: 0.0508
Epoch  21 Batch 1074/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0582
Epoch  21 Batch 1075/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9123, Loss: 0.0558
Epoch  22 Batch    1/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9194, Loss: 0.0350
Epoch  22 Batch    2/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9144, Loss: 0.0479
Epoch  22 Batch    3/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0522
Epoch  22 Batch    4/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9066, Loss: 0.0403
Epoch  22 Batch    5/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9151, Loss: 0.0575
Epoch  22 Batch    6/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9183, Loss: 0.0430
Epoch  22 Batch    7/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0440
Epoch  22 Batch    8/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9197, Loss: 0.0390
Epoch  22 Batch    9/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9105, Loss: 0.0442
Epoch  22 Batch   10/1077 - Train Accuracy: 0.9054, Validation Accuracy: 0.9102, Loss: 0.0472
Epoch  22 Batch   11/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9052, Loss: 0.0520
Epoch  22 Batch   12/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9062, Loss: 0.0437
Epoch  22 Batch   13/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9048, Loss: 0.0658
Epoch  22 Batch   14/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9148, Loss: 0.0394
Epoch  22 Batch   15/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9272, Loss: 0.0403
Epoch  22 Batch   16/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9219, Loss: 0.0393
Epoch  22 Batch   17/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9297, Loss: 0.0407
Epoch  22 Batch   18/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9212, Loss: 0.0413
Epoch  22 Batch   19/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9165, Loss: 0.0398
Epoch  22 Batch   20/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9148, Loss: 0.0387
Epoch  22 Batch   21/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9173, Loss: 0.0527
Epoch  22 Batch   22/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9169, Loss: 0.0503
Epoch  22 Batch   23/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9148, Loss: 0.0397
Epoch  22 Batch   24/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9173, Loss: 0.0460
Epoch  22 Batch   25/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9091, Loss: 0.0408
Epoch  22 Batch   26/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9162, Loss: 0.0492
Epoch  22 Batch   27/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9109, Loss: 0.0347
Epoch  22 Batch   28/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9229, Loss: 0.0455
Epoch  22 Batch   29/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9229, Loss: 0.0451
Epoch  22 Batch   30/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9183, Loss: 0.0417
Epoch  22 Batch   31/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9130, Loss: 0.0445
Epoch  22 Batch   32/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9151, Loss: 0.0404
Epoch  22 Batch   33/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9212, Loss: 0.0440
Epoch  22 Batch   34/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9261, Loss: 0.0478
Epoch  22 Batch   35/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9201, Loss: 0.0470
Epoch  22 Batch   36/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9205, Loss: 0.0459
Epoch  22 Batch   37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9123, Loss: 0.0431
Epoch  22 Batch   38/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9229, Loss: 0.0591
Epoch  22 Batch   39/1077 - Train Accuracy: 0.8961, Validation Accuracy: 0.9070, Loss: 0.0609
Epoch  22 Batch   40/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9141, Loss: 0.0427
Epoch  22 Batch   41/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9109, Loss: 0.0364
Epoch  22 Batch   42/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9116, Loss: 0.0573
Epoch  22 Batch   43/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9087, Loss: 0.0365
Epoch  22 Batch   44/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9070, Loss: 0.0344
Epoch  22 Batch   45/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9105, Loss: 0.0434
Epoch  22 Batch   46/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9102, Loss: 0.0578
Epoch  22 Batch   47/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9105, Loss: 0.0468
Epoch  22 Batch   48/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9134, Loss: 0.0581
Epoch  22 Batch   49/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9197, Loss: 0.0531
Epoch  22 Batch   50/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9265, Loss: 0.0401
Epoch  22 Batch   51/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9194, Loss: 0.0468
Epoch  22 Batch   52/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9148, Loss: 0.0616
Epoch  22 Batch   53/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9165, Loss: 0.0418
Epoch  22 Batch   54/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9169, Loss: 0.0676
Epoch  22 Batch   55/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9102, Loss: 0.0421
Epoch  22 Batch   56/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9137, Loss: 0.0365
Epoch  22 Batch   57/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.9158, Loss: 0.0501
Epoch  22 Batch   58/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9119, Loss: 0.0387
Epoch  22 Batch   59/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0454
Epoch  22 Batch   60/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9158, Loss: 0.0343
Epoch  22 Batch   61/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0512
Epoch  22 Batch   62/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9215, Loss: 0.0496
Epoch  22 Batch   63/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9212, Loss: 0.0338
Epoch  22 Batch   64/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0414
Epoch  22 Batch   65/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9233, Loss: 0.0462
Epoch  22 Batch   66/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9265, Loss: 0.0325
Epoch  22 Batch   67/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9162, Loss: 0.0400
Epoch  22 Batch   68/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9141, Loss: 0.0536
Epoch  22 Batch   69/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9119, Loss: 0.0571
Epoch  22 Batch   70/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9066, Loss: 0.0541
Epoch  22 Batch   71/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9123, Loss: 0.0325
Epoch  22 Batch   72/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9162, Loss: 0.0432
Epoch  22 Batch   73/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9183, Loss: 0.0455
Epoch  22 Batch   74/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9240, Loss: 0.0385
Epoch  22 Batch   75/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9219, Loss: 0.0656
Epoch  22 Batch   76/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9187, Loss: 0.0335
Epoch  22 Batch   77/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9183, Loss: 0.0429
Epoch  22 Batch   78/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9173, Loss: 0.0482
Epoch  22 Batch   79/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9126, Loss: 0.0428
Epoch  22 Batch   80/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9126, Loss: 0.0421
Epoch  22 Batch   81/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9105, Loss: 0.0401
Epoch  22 Batch   82/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9105, Loss: 0.0436
Epoch  22 Batch   83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0403
Epoch  22 Batch   84/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9116, Loss: 0.0417
Epoch  22 Batch   85/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9112, Loss: 0.0435
Epoch  22 Batch   86/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9155, Loss: 0.0435
Epoch  22 Batch   87/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9148, Loss: 0.0615
Epoch  22 Batch   88/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9098, Loss: 0.0497
Epoch  22 Batch   89/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9087, Loss: 0.0512
Epoch  22 Batch   90/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.8981, Loss: 0.0429
Epoch  22 Batch   91/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9031, Loss: 0.0421
Epoch  22 Batch   92/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9105, Loss: 0.0487
Epoch  22 Batch   93/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9098, Loss: 0.0422
Epoch  22 Batch   94/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9151, Loss: 0.0383
Epoch  22 Batch   95/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9041, Loss: 0.0505
Epoch  22 Batch   96/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9073, Loss: 0.0491
Epoch  22 Batch   97/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9041, Loss: 0.0462
Epoch  22 Batch   98/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9094, Loss: 0.0510
Epoch  22 Batch   99/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0373
Epoch  22 Batch  100/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9126, Loss: 0.0446
Epoch  22 Batch  101/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9116, Loss: 0.0395
Epoch  22 Batch  102/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9066, Loss: 0.0413
Epoch  22 Batch  103/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9062, Loss: 0.0557
Epoch  22 Batch  104/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9141, Loss: 0.0490
Epoch  22 Batch  105/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9141, Loss: 0.0411
Epoch  22 Batch  106/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9126, Loss: 0.0489
Epoch  22 Batch  107/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9144, Loss: 0.0428
Epoch  22 Batch  108/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9123, Loss: 0.0497
Epoch  22 Batch  109/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9126, Loss: 0.0431
Epoch  22 Batch  110/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9031, Loss: 0.0374
Epoch  22 Batch  111/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0469
Epoch  22 Batch  112/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9080, Loss: 0.0381
Epoch  22 Batch  113/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9162, Loss: 0.0580
Epoch  22 Batch  114/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9173, Loss: 0.0364
Epoch  22 Batch  115/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9176, Loss: 0.0554
Epoch  22 Batch  116/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9194, Loss: 0.0658
Epoch  22 Batch  117/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9222, Loss: 0.0435
Epoch  22 Batch  118/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9201, Loss: 0.0480
Epoch  22 Batch  119/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9229, Loss: 0.0396
Epoch  22 Batch  120/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9283, Loss: 0.0534
Epoch  22 Batch  121/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9297, Loss: 0.0418
Epoch  22 Batch  122/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9201, Loss: 0.0434
Epoch  22 Batch  123/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9251, Loss: 0.0323
Epoch  22 Batch  124/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9325, Loss: 0.0502
Epoch  22 Batch  125/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9325, Loss: 0.0527
Epoch  22 Batch  126/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9148, Loss: 0.0390
Epoch  22 Batch  127/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9190, Loss: 0.0394
Epoch  22 Batch  128/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9116, Loss: 0.0394
Epoch  22 Batch  129/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0507
Epoch  22 Batch  130/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9013, Loss: 0.0430
Epoch  22 Batch  131/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.8995, Loss: 0.0499
Epoch  22 Batch  132/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9073, Loss: 0.0412
Epoch  22 Batch  133/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9073, Loss: 0.0358
Epoch  22 Batch  134/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9119, Loss: 0.0402
Epoch  22 Batch  135/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9148, Loss: 0.0478
Epoch  22 Batch  136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9077, Loss: 0.0319
Epoch  22 Batch  137/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9027, Loss: 0.0380
Epoch  22 Batch  138/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9027, Loss: 0.0424
Epoch  22 Batch  139/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9123, Loss: 0.0467
Epoch  22 Batch  140/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9073, Loss: 0.0389
Epoch  22 Batch  141/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9073, Loss: 0.0446
Epoch  22 Batch  142/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9070, Loss: 0.0418
Epoch  22 Batch  143/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.8999, Loss: 0.0514
Epoch  22 Batch  144/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9059, Loss: 0.0624
Epoch  22 Batch  145/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9041, Loss: 0.0449
Epoch  22 Batch  146/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9016, Loss: 0.0782
Epoch  22 Batch  147/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.8970, Loss: 0.0400
Epoch  22 Batch  148/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9016, Loss: 0.0489
Epoch  22 Batch  149/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9016, Loss: 0.0437
Epoch  22 Batch  150/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9119, Loss: 0.0447
Epoch  22 Batch  151/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9087, Loss: 0.0402
Epoch  22 Batch  152/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9080, Loss: 0.0591
Epoch  22 Batch  153/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9080, Loss: 0.0521
Epoch  22 Batch  154/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9080, Loss: 0.0473
Epoch  22 Batch  155/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9031, Loss: 0.0419
Epoch  22 Batch  156/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9031, Loss: 0.0349
Epoch  22 Batch  157/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9038, Loss: 0.0412
Epoch  22 Batch  158/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9038, Loss: 0.0501
Epoch  22 Batch  159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9148, Loss: 0.0407
Epoch  22 Batch  160/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9240, Loss: 0.0365
Epoch  22 Batch  161/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0360
Epoch  22 Batch  162/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9144, Loss: 0.0538
Epoch  22 Batch  163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0572
Epoch  22 Batch  164/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9141, Loss: 0.0419
Epoch  22 Batch  165/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9169, Loss: 0.0625
Epoch  22 Batch  166/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9169, Loss: 0.0518
Epoch  22 Batch  167/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9126, Loss: 0.0398
Epoch  22 Batch  168/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9109, Loss: 0.0584
Epoch  22 Batch  169/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9180, Loss: 0.0483
Epoch  22 Batch  170/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9126, Loss: 0.0495
Epoch  22 Batch  171/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.8970, Loss: 0.0447
Epoch  22 Batch  172/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9031, Loss: 0.0381
Epoch  22 Batch  173/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.8999, Loss: 0.0427
Epoch  22 Batch  174/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9048, Loss: 0.0367
Epoch  22 Batch  175/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9098, Loss: 0.0485
Epoch  22 Batch  176/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9062, Loss: 0.0449
Epoch  22 Batch  177/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9109, Loss: 0.0490
Epoch  22 Batch  178/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9148, Loss: 0.0437
Epoch  22 Batch  179/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9176, Loss: 0.0467
Epoch  22 Batch  180/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9137, Loss: 0.0399
Epoch  22 Batch  181/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9155, Loss: 0.0478
Epoch  22 Batch  182/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0504
Epoch  22 Batch  183/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9173, Loss: 0.0503
Epoch  22 Batch  184/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9187, Loss: 0.0425
Epoch  22 Batch  185/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9169, Loss: 0.0451
Epoch  22 Batch  186/1077 - Train Accuracy: 0.9075, Validation Accuracy: 0.9062, Loss: 0.0472
Epoch  22 Batch  187/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.8999, Loss: 0.0391
Epoch  22 Batch  188/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.8981, Loss: 0.0495
Epoch  22 Batch  189/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9144, Loss: 0.0418
Epoch  22 Batch  190/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9098, Loss: 0.0385
Epoch  22 Batch  191/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9112, Loss: 0.0410
Epoch  22 Batch  192/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9105, Loss: 0.0537
Epoch  22 Batch  193/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9055, Loss: 0.0400
Epoch  22 Batch  194/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9102, Loss: 0.0347
Epoch  22 Batch  195/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9102, Loss: 0.0407
Epoch  22 Batch  196/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9080, Loss: 0.0363
Epoch  22 Batch  197/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9073, Loss: 0.0515
Epoch  22 Batch  198/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9222, Loss: 0.0420
Epoch  22 Batch  199/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0391
Epoch  22 Batch  200/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9279, Loss: 0.0424
Epoch  22 Batch  201/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9226, Loss: 0.0396
Epoch  22 Batch  202/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9229, Loss: 0.0434
Epoch  22 Batch  203/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9229, Loss: 0.0422
Epoch  22 Batch  204/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9183, Loss: 0.0603
Epoch  22 Batch  205/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9176, Loss: 0.0512
Epoch  22 Batch  206/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9201, Loss: 0.0364
Epoch  22 Batch  207/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9247, Loss: 0.0389
Epoch  22 Batch  208/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9229, Loss: 0.0423
Epoch  22 Batch  209/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9265, Loss: 0.0361
Epoch  22 Batch  210/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9265, Loss: 0.0421
Epoch  22 Batch  211/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9265, Loss: 0.0413
Epoch  22 Batch  212/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9222, Loss: 0.0394
Epoch  22 Batch  213/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9183, Loss: 0.0354
Epoch  22 Batch  214/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9077, Loss: 0.0417
Epoch  22 Batch  215/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9077, Loss: 0.0491
Epoch  22 Batch  216/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9077, Loss: 0.0471
Epoch  22 Batch  217/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9077, Loss: 0.0394
Epoch  22 Batch  218/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9087, Loss: 0.0519
Epoch  22 Batch  219/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0325
Epoch  22 Batch  220/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9276, Loss: 0.0458
Epoch  22 Batch  221/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9322, Loss: 0.0458
Epoch  22 Batch  222/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0400
Epoch  22 Batch  223/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9141, Loss: 0.0448
Epoch  22 Batch  224/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9087, Loss: 0.0515
Epoch  22 Batch  225/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9087, Loss: 0.0547
Epoch  22 Batch  226/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9137, Loss: 0.0367
Epoch  22 Batch  227/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9084, Loss: 0.0470
Epoch  22 Batch  228/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9087, Loss: 0.0383
Epoch  22 Batch  229/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9130, Loss: 0.0418
Epoch  22 Batch  230/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9229, Loss: 0.0395
Epoch  22 Batch  231/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9176, Loss: 0.0500
Epoch  22 Batch  232/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0349
Epoch  22 Batch  233/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0524
Epoch  22 Batch  234/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9190, Loss: 0.0499
Epoch  22 Batch  235/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9137, Loss: 0.0481
Epoch  22 Batch  236/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9134, Loss: 0.0487
Epoch  22 Batch  237/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9137, Loss: 0.0351
Epoch  22 Batch  238/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9137, Loss: 0.0462
Epoch  22 Batch  239/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9080, Loss: 0.0326
Epoch  22 Batch  240/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9034, Loss: 0.0365
Epoch  22 Batch  241/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8967, Loss: 0.0326
Epoch  22 Batch  242/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9070, Loss: 0.0378
Epoch  22 Batch  243/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0506
Epoch  22 Batch  244/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9077, Loss: 0.0438
Epoch  22 Batch  245/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9077, Loss: 0.0406
Epoch  22 Batch  246/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9126, Loss: 0.0512
Epoch  22 Batch  247/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9148, Loss: 0.0451
Epoch  22 Batch  248/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9162, Loss: 0.0431
Epoch  22 Batch  249/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9165, Loss: 0.0429
Epoch  22 Batch  250/1077 - Train Accuracy: 0.9265, Validation Accuracy: 0.9190, Loss: 0.0428
Epoch  22 Batch  251/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9187, Loss: 0.0475
Epoch  22 Batch  252/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9183, Loss: 0.0505
Epoch  22 Batch  253/1077 - Train Accuracy: 0.9194, Validation Accuracy: 0.9155, Loss: 0.0466
Epoch  22 Batch  254/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9229, Loss: 0.0546
Epoch  22 Batch  255/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0412
Epoch  22 Batch  256/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9134, Loss: 0.0675
Epoch  22 Batch  257/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9197, Loss: 0.0471
Epoch  22 Batch  258/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9162, Loss: 0.0400
Epoch  22 Batch  259/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9226, Loss: 0.0360
Epoch  22 Batch  260/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9272, Loss: 0.0421
Epoch  22 Batch  261/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9293, Loss: 0.0395
Epoch  22 Batch  262/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9176, Loss: 0.0412
Epoch  22 Batch  263/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9222, Loss: 0.0398
Epoch  22 Batch  264/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0463
Epoch  22 Batch  265/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9190, Loss: 0.0457
Epoch  22 Batch  266/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9045, Loss: 0.0473
Epoch  22 Batch  267/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.8910, Loss: 0.0363
Epoch  22 Batch  268/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.8981, Loss: 0.0540
Epoch  22 Batch  269/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9023, Loss: 0.0540
Epoch  22 Batch  270/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9091, Loss: 0.0523
Epoch  22 Batch  271/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9062, Loss: 0.0404
Epoch  22 Batch  272/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9105, Loss: 0.0712
Epoch  22 Batch  273/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9123, Loss: 0.0394
Epoch  22 Batch  274/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9073, Loss: 0.0446
Epoch  22 Batch  275/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9077, Loss: 0.0492
Epoch  22 Batch  276/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9119, Loss: 0.0690
Epoch  22 Batch  277/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9126, Loss: 0.0344
Epoch  22 Batch  278/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9148, Loss: 0.0558
Epoch  22 Batch  279/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9123, Loss: 0.0492
Epoch  22 Batch  280/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9123, Loss: 0.0480
Epoch  22 Batch  281/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9119, Loss: 0.0504
Epoch  22 Batch  282/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9091, Loss: 0.0578
Epoch  22 Batch  283/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9141, Loss: 0.0439
Epoch  22 Batch  284/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9144, Loss: 0.0475
Epoch  22 Batch  285/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9002, Loss: 0.0484
Epoch  22 Batch  286/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.8938, Loss: 0.0455
Epoch  22 Batch  287/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9105, Loss: 0.0444
Epoch  22 Batch  288/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9105, Loss: 0.0526
Epoch  22 Batch  289/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9055, Loss: 0.0385
Epoch  22 Batch  290/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9059, Loss: 0.0648
Epoch  22 Batch  291/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9059, Loss: 0.0609
Epoch  22 Batch  292/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9006, Loss: 0.0460
Epoch  22 Batch  293/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9009, Loss: 0.0444
Epoch  22 Batch  294/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.8999, Loss: 0.0433
Epoch  22 Batch  295/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9038, Loss: 0.0590
Epoch  22 Batch  296/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9073, Loss: 0.0433
Epoch  22 Batch  297/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9066, Loss: 0.0445
Epoch  22 Batch  298/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9066, Loss: 0.0527
Epoch  22 Batch  299/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9176, Loss: 0.0522
Epoch  22 Batch  300/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9180, Loss: 0.0363
Epoch  22 Batch  301/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9105, Loss: 0.0405
Epoch  22 Batch  302/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9180, Loss: 0.0433
Epoch  22 Batch  303/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9233, Loss: 0.0503
Epoch  22 Batch  304/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9073, Loss: 0.0492
Epoch  22 Batch  305/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9112, Loss: 0.0459
Epoch  22 Batch  306/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9059, Loss: 0.0543
Epoch  22 Batch  307/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9087, Loss: 0.0482
Epoch  22 Batch  308/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9190, Loss: 0.0450
Epoch  22 Batch  309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9073, Loss: 0.0326
Epoch  22 Batch  310/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9247, Loss: 0.0419
Epoch  22 Batch  311/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9258, Loss: 0.0396
Epoch  22 Batch  312/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9144, Loss: 0.0516
Epoch  22 Batch  313/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9148, Loss: 0.0366
Epoch  22 Batch  314/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9102, Loss: 0.0490
Epoch  22 Batch  315/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9016, Loss: 0.0374
Epoch  22 Batch  316/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9134, Loss: 0.0459
Epoch  22 Batch  317/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9197, Loss: 0.0462
Epoch  22 Batch  318/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9222, Loss: 0.0395
Epoch  22 Batch  319/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9162, Loss: 0.0519
Epoch  22 Batch  320/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0575
Epoch  22 Batch  321/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9169, Loss: 0.0393
Epoch  22 Batch  322/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9169, Loss: 0.0376
Epoch  22 Batch  323/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9165, Loss: 0.0399
Epoch  22 Batch  324/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9173, Loss: 0.0409
Epoch  22 Batch  325/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9187, Loss: 0.0440
Epoch  22 Batch  326/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9073, Loss: 0.0411
Epoch  22 Batch  327/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9077, Loss: 0.0562
Epoch  22 Batch  328/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9070, Loss: 0.0546
Epoch  22 Batch  329/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9062, Loss: 0.0441
Epoch  22 Batch  330/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9062, Loss: 0.0485
Epoch  22 Batch  331/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.8963, Loss: 0.0456
Epoch  22 Batch  332/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.8977, Loss: 0.0366
Epoch  22 Batch  333/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.8970, Loss: 0.0356
Epoch  22 Batch  334/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9048, Loss: 0.0407
Epoch  22 Batch  335/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9123, Loss: 0.0426
Epoch  22 Batch  336/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9176, Loss: 0.0754
Epoch  22 Batch  337/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9151, Loss: 0.0481
Epoch  22 Batch  338/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9205, Loss: 0.0623
Epoch  22 Batch  339/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9087, Loss: 0.0405
Epoch  22 Batch  340/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9087, Loss: 0.0413
Epoch  22 Batch  341/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9141, Loss: 0.0657
Epoch  22 Batch  342/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9052, Loss: 0.0389
Epoch  22 Batch  343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9045, Loss: 0.0503
Epoch  22 Batch  344/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9041, Loss: 0.0454
Epoch  22 Batch  345/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9098, Loss: 0.0416
Epoch  22 Batch  346/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9105, Loss: 0.0429
Epoch  22 Batch  347/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9080, Loss: 0.0345
Epoch  22 Batch  348/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9105, Loss: 0.0434
Epoch  22 Batch  349/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9162, Loss: 0.0408
Epoch  22 Batch  350/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9208, Loss: 0.0388
Epoch  22 Batch  351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9144, Loss: 0.0469
Epoch  22 Batch  352/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9080, Loss: 0.0347
Epoch  22 Batch  353/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9080, Loss: 0.0474
Epoch  22 Batch  354/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9045, Loss: 0.0506
Epoch  22 Batch  355/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9070, Loss: 0.0413
Epoch  22 Batch  356/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9055, Loss: 0.0443
Epoch  22 Batch  357/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9034, Loss: 0.0451
Epoch  22 Batch  358/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9080, Loss: 0.0553
Epoch  22 Batch  359/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9148, Loss: 0.0440
Epoch  22 Batch  360/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9162, Loss: 0.0362
Epoch  22 Batch  361/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9130, Loss: 0.0379
Epoch  22 Batch  362/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9134, Loss: 0.0552
Epoch  22 Batch  363/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9183, Loss: 0.0483
Epoch  22 Batch  364/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9229, Loss: 0.0623
Epoch  22 Batch  365/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0359
Epoch  22 Batch  366/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9119, Loss: 0.0370
Epoch  22 Batch  367/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9048, Loss: 0.0370
Epoch  22 Batch  368/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.8999, Loss: 0.0425
Epoch  22 Batch  369/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8970, Loss: 0.0459
Epoch  22 Batch  370/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9102, Loss: 0.0437
Epoch  22 Batch  371/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9105, Loss: 0.0325
Epoch  22 Batch  372/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9123, Loss: 0.0365
Epoch  22 Batch  373/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9066, Loss: 0.0333
Epoch  22 Batch  374/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9070, Loss: 0.0389
Epoch  22 Batch  375/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9070, Loss: 0.0382
Epoch  22 Batch  376/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9041, Loss: 0.0503
Epoch  22 Batch  377/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9066, Loss: 0.0441
Epoch  22 Batch  378/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9084, Loss: 0.0365
Epoch  22 Batch  379/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9126, Loss: 0.0577
Epoch  22 Batch  380/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9073, Loss: 0.0402
Epoch  22 Batch  381/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9123, Loss: 0.0578
Epoch  22 Batch  382/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9169, Loss: 0.0632
Epoch  22 Batch  383/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9141, Loss: 0.0460
Epoch  22 Batch  384/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9123, Loss: 0.0381
Epoch  22 Batch  385/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9126, Loss: 0.0351
Epoch  22 Batch  386/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9123, Loss: 0.0433
Epoch  22 Batch  387/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9077, Loss: 0.0451
Epoch  22 Batch  388/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9027, Loss: 0.0550
Epoch  22 Batch  389/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9091, Loss: 0.0440
Epoch  22 Batch  390/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9119, Loss: 0.0577
Epoch  22 Batch  391/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9144, Loss: 0.0483
Epoch  22 Batch  392/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9109, Loss: 0.0543
Epoch  22 Batch  393/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9180, Loss: 0.0462
Epoch  22 Batch  394/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9123, Loss: 0.0458
Epoch  22 Batch  395/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0415
Epoch  22 Batch  396/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9173, Loss: 0.0524
Epoch  22 Batch  397/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9219, Loss: 0.0435
Epoch  22 Batch  398/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9240, Loss: 0.0504
Epoch  22 Batch  399/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9268, Loss: 0.0456
Epoch  22 Batch  400/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9219, Loss: 0.0490
Epoch  22 Batch  401/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9027, Loss: 0.0396
Epoch  22 Batch  402/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9027, Loss: 0.0365
Epoch  22 Batch  403/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9052, Loss: 0.0570
Epoch  22 Batch  404/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.8977, Loss: 0.0463
Epoch  22 Batch  405/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.8984, Loss: 0.0522
Epoch  22 Batch  406/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.8952, Loss: 0.0391
Epoch  22 Batch  407/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8881, Loss: 0.0494
Epoch  22 Batch  408/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.8970, Loss: 0.0510
Epoch  22 Batch  409/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0493
Epoch  22 Batch  410/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9041, Loss: 0.0587
Epoch  22 Batch  411/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9048, Loss: 0.0498
Epoch  22 Batch  412/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9045, Loss: 0.0363
Epoch  22 Batch  413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9134, Loss: 0.0378
Epoch  22 Batch  414/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9183, Loss: 0.0495
Epoch  22 Batch  415/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9134, Loss: 0.0555
Epoch  22 Batch  416/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9070, Loss: 0.0467
Epoch  22 Batch  417/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9052, Loss: 0.0623
Epoch  22 Batch  418/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9098, Loss: 0.0433
Epoch  22 Batch  419/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9123, Loss: 0.0356
Epoch  22 Batch  420/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9148, Loss: 0.0384
Epoch  22 Batch  421/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9126, Loss: 0.0601
Epoch  22 Batch  422/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9087, Loss: 0.0400
Epoch  22 Batch  423/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.8988, Loss: 0.0519
Epoch  22 Batch  424/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9020, Loss: 0.0446
Epoch  22 Batch  425/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9023, Loss: 0.0371
Epoch  22 Batch  426/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9016, Loss: 0.0618
Epoch  22 Batch  427/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.8977, Loss: 0.0369
Epoch  22 Batch  428/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9038, Loss: 0.0365
Epoch  22 Batch  429/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9038, Loss: 0.0374
Epoch  22 Batch  430/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9023, Loss: 0.0376
Epoch  22 Batch  431/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9023, Loss: 0.0335
Epoch  22 Batch  432/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.8988, Loss: 0.0429
Epoch  22 Batch  433/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9038, Loss: 0.0468
Epoch  22 Batch  434/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9087, Loss: 0.0466
Epoch  22 Batch  435/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9126, Loss: 0.0574
Epoch  22 Batch  436/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9119, Loss: 0.0442
Epoch  22 Batch  437/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9116, Loss: 0.0356
Epoch  22 Batch  438/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9155, Loss: 0.0410
Epoch  22 Batch  439/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9130, Loss: 0.0478
Epoch  22 Batch  440/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9126, Loss: 0.0560
Epoch  22 Batch  441/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9112, Loss: 0.0459
Epoch  22 Batch  442/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9134, Loss: 0.0466
Epoch  22 Batch  443/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9084, Loss: 0.0395
Epoch  22 Batch  444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.8977, Loss: 0.0496
Epoch  22 Batch  445/1077 - Train Accuracy: 0.8947, Validation Accuracy: 0.8991, Loss: 0.0542
Epoch  22 Batch  446/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.8984, Loss: 0.0355
Epoch  22 Batch  447/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9041, Loss: 0.0453
Epoch  22 Batch  448/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.8988, Loss: 0.0555
Epoch  22 Batch  449/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9087, Loss: 0.0563
Epoch  22 Batch  450/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9084, Loss: 0.0503
Epoch  22 Batch  451/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9006, Loss: 0.0428
Epoch  22 Batch  452/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9091, Loss: 0.0400
Epoch  22 Batch  453/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9144, Loss: 0.0408
Epoch  22 Batch  454/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9194, Loss: 0.0621
Epoch  22 Batch  455/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9237, Loss: 0.0462
Epoch  22 Batch  456/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9155, Loss: 0.0458
Epoch  22 Batch  457/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9102, Loss: 0.0379
Epoch  22 Batch  458/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9165, Loss: 0.0528
Epoch  22 Batch  459/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9187, Loss: 0.0441
Epoch  22 Batch  460/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9265, Loss: 0.0504
Epoch  22 Batch  461/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9268, Loss: 0.0423
Epoch  22 Batch  462/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9265, Loss: 0.0438
Epoch  22 Batch  463/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9190, Loss: 0.0443
Epoch  22 Batch  464/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9134, Loss: 0.0428
Epoch  22 Batch  465/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9073, Loss: 0.0622
Epoch  22 Batch  466/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9173, Loss: 0.0412
Epoch  22 Batch  467/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9116, Loss: 0.0506
Epoch  22 Batch  468/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9165, Loss: 0.0433
Epoch  22 Batch  469/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9112, Loss: 0.0434
Epoch  22 Batch  470/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0482
Epoch  22 Batch  471/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9091, Loss: 0.0315
Epoch  22 Batch  472/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9116, Loss: 0.0379
Epoch  22 Batch  473/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9197, Loss: 0.0464
Epoch  22 Batch  474/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9123, Loss: 0.0433
Epoch  22 Batch  475/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0449
Epoch  22 Batch  476/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9169, Loss: 0.0403
Epoch  22 Batch  477/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9222, Loss: 0.0462
Epoch  22 Batch  478/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9244, Loss: 0.0463
Epoch  22 Batch  479/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9158, Loss: 0.0505
Epoch  22 Batch  480/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9151, Loss: 0.0484
Epoch  22 Batch  481/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9155, Loss: 0.0437
Epoch  22 Batch  482/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9158, Loss: 0.0514
Epoch  22 Batch  483/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9215, Loss: 0.0509
Epoch  22 Batch  484/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9116, Loss: 0.0492
Epoch  22 Batch  485/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9126, Loss: 0.0420
Epoch  22 Batch  486/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9148, Loss: 0.0397
Epoch  22 Batch  487/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9141, Loss: 0.0377
Epoch  22 Batch  488/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9130, Loss: 0.0317
Epoch  22 Batch  489/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9134, Loss: 0.0354
Epoch  22 Batch  490/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9183, Loss: 0.0448
Epoch  22 Batch  491/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9130, Loss: 0.0526
Epoch  22 Batch  492/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9130, Loss: 0.0491
Epoch  22 Batch  493/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9094, Loss: 0.0359
Epoch  22 Batch  494/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9031, Loss: 0.0339
Epoch  22 Batch  495/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9059, Loss: 0.0419
Epoch  22 Batch  496/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0416
Epoch  22 Batch  497/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9208, Loss: 0.0434
Epoch  22 Batch  498/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9080, Loss: 0.0458
Epoch  22 Batch  499/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9155, Loss: 0.0385
Epoch  22 Batch  500/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9105, Loss: 0.0362
Epoch  22 Batch  501/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9123, Loss: 0.0386
Epoch  22 Batch  502/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0507
Epoch  22 Batch  503/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9169, Loss: 0.0359
Epoch  22 Batch  504/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9165, Loss: 0.0407
Epoch  22 Batch  505/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9187, Loss: 0.0357
Epoch  22 Batch  506/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9116, Loss: 0.0474
Epoch  22 Batch  507/1077 - Train Accuracy: 0.9035, Validation Accuracy: 0.9116, Loss: 0.0454
Epoch  22 Batch  508/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9208, Loss: 0.0365
Epoch  22 Batch  509/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9158, Loss: 0.0458
Epoch  22 Batch  510/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9105, Loss: 0.0423
Epoch  22 Batch  511/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9190, Loss: 0.0456
Epoch  22 Batch  512/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9155, Loss: 0.0343
Epoch  22 Batch  513/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9098, Loss: 0.0489
Epoch  22 Batch  514/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9233, Loss: 0.0438
Epoch  22 Batch  515/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9205, Loss: 0.0464
Epoch  22 Batch  516/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9212, Loss: 0.0435
Epoch  22 Batch  517/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9176, Loss: 0.0450
Epoch  22 Batch  518/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9023, Loss: 0.0432
Epoch  22 Batch  519/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9027, Loss: 0.0440
Epoch  22 Batch  520/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9077, Loss: 0.0377
Epoch  22 Batch  521/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9070, Loss: 0.0451
Epoch  22 Batch  522/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9070, Loss: 0.0568
Epoch  22 Batch  523/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0424
Epoch  22 Batch  524/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9148, Loss: 0.0468
Epoch  22 Batch  525/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0412
Epoch  22 Batch  526/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9272, Loss: 0.0381
Epoch  22 Batch  527/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9226, Loss: 0.0414
Epoch  22 Batch  528/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9226, Loss: 0.0449
Epoch  22 Batch  529/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9173, Loss: 0.0420
Epoch  22 Batch  530/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9130, Loss: 0.0472
Epoch  22 Batch  531/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9169, Loss: 0.0443
Epoch  22 Batch  532/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9180, Loss: 0.0502
Epoch  22 Batch  533/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0478
Epoch  22 Batch  534/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9123, Loss: 0.0520
Epoch  22 Batch  535/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9094, Loss: 0.0482
Epoch  22 Batch  536/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9194, Loss: 0.0498
Epoch  22 Batch  537/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9187, Loss: 0.0428
Epoch  22 Batch  538/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9247, Loss: 0.0382
Epoch  22 Batch  539/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9180, Loss: 0.0598
Epoch  22 Batch  540/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9183, Loss: 0.0386
Epoch  22 Batch  541/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9183, Loss: 0.0406
Epoch  22 Batch  542/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9190, Loss: 0.0464
Epoch  22 Batch  543/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9158, Loss: 0.0397
Epoch  22 Batch  544/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9109, Loss: 0.0305
Epoch  22 Batch  545/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9155, Loss: 0.0480
Epoch  22 Batch  546/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9258, Loss: 0.0525
Epoch  22 Batch  547/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9251, Loss: 0.0378
Epoch  22 Batch  548/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9247, Loss: 0.0561
Epoch  22 Batch  549/1077 - Train Accuracy: 0.8781, Validation Accuracy: 0.9215, Loss: 0.0556
Epoch  22 Batch  550/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9084, Loss: 0.0427
Epoch  22 Batch  551/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0476
Epoch  22 Batch  552/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9084, Loss: 0.0465
Epoch  22 Batch  553/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9137, Loss: 0.0533
Epoch  22 Batch  554/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9102, Loss: 0.0402
Epoch  22 Batch  555/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9144, Loss: 0.0447
Epoch  22 Batch  556/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9034, Loss: 0.0373
Epoch  22 Batch  557/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9126, Loss: 0.0389
Epoch  22 Batch  558/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9126, Loss: 0.0350
Epoch  22 Batch  559/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9151, Loss: 0.0445
Epoch  22 Batch  560/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0446
Epoch  22 Batch  561/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9194, Loss: 0.0453
Epoch  22 Batch  562/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9151, Loss: 0.0379
Epoch  22 Batch  563/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9180, Loss: 0.0502
Epoch  22 Batch  564/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9201, Loss: 0.0496
Epoch  22 Batch  565/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9180, Loss: 0.0530
Epoch  22 Batch  566/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9201, Loss: 0.0496
Epoch  22 Batch  567/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9102, Loss: 0.0427
Epoch  22 Batch  568/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9151, Loss: 0.0396
Epoch  22 Batch  569/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9126, Loss: 0.0510
Epoch  22 Batch  570/1077 - Train Accuracy: 0.8939, Validation Accuracy: 0.9105, Loss: 0.0522
Epoch  22 Batch  571/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9055, Loss: 0.0352
Epoch  22 Batch  572/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9038, Loss: 0.0426
Epoch  22 Batch  573/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9055, Loss: 0.0621
Epoch  22 Batch  574/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9020, Loss: 0.0476
Epoch  22 Batch  575/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9052, Loss: 0.0375
Epoch  22 Batch  576/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.8995, Loss: 0.0429
Epoch  22 Batch  577/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.8938, Loss: 0.0380
Epoch  22 Batch  578/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.8999, Loss: 0.0401
Epoch  22 Batch  579/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.8974, Loss: 0.0406
Epoch  22 Batch  580/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9098, Loss: 0.0350
Epoch  22 Batch  581/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9098, Loss: 0.0354
Epoch  22 Batch  582/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9098, Loss: 0.0406
Epoch  22 Batch  583/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9201, Loss: 0.0520
Epoch  22 Batch  584/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9151, Loss: 0.0508
Epoch  22 Batch  585/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9197, Loss: 0.0335
Epoch  22 Batch  586/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9240, Loss: 0.0375
Epoch  22 Batch  587/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9229, Loss: 0.0431
Epoch  22 Batch  588/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9208, Loss: 0.0411
Epoch  22 Batch  589/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9165, Loss: 0.0401
Epoch  22 Batch  590/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9055, Loss: 0.0525
Epoch  22 Batch  591/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9066, Loss: 0.0430
Epoch  22 Batch  592/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0488
Epoch  22 Batch  593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9240, Loss: 0.0618
Epoch  22 Batch  594/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9244, Loss: 0.0508
Epoch  22 Batch  595/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9141, Loss: 0.0427
Epoch  22 Batch  596/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9194, Loss: 0.0477
Epoch  22 Batch  597/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0476
Epoch  22 Batch  598/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9141, Loss: 0.0472
Epoch  22 Batch  599/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9130, Loss: 0.0659
Epoch  22 Batch  600/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9077, Loss: 0.0554
Epoch  22 Batch  601/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9183, Loss: 0.0514
Epoch  22 Batch  602/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9183, Loss: 0.0465
Epoch  22 Batch  603/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9205, Loss: 0.0496
Epoch  22 Batch  604/1077 - Train Accuracy: 0.8836, Validation Accuracy: 0.9169, Loss: 0.0621
Epoch  22 Batch  605/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9123, Loss: 0.0532
Epoch  22 Batch  606/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9080, Loss: 0.0374
Epoch  22 Batch  607/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9066, Loss: 0.0492
Epoch  22 Batch  608/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9126, Loss: 0.0526
Epoch  22 Batch  609/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9176, Loss: 0.0503
Epoch  22 Batch  610/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9183, Loss: 0.0541
Epoch  22 Batch  611/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9091, Loss: 0.0441
Epoch  22 Batch  612/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9116, Loss: 0.0383
Epoch  22 Batch  613/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9080, Loss: 0.0571
Epoch  22 Batch  614/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9080, Loss: 0.0477
Epoch  22 Batch  615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9194, Loss: 0.0382
Epoch  22 Batch  616/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9158, Loss: 0.0452
Epoch  22 Batch  617/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9162, Loss: 0.0424
Epoch  22 Batch  618/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9112, Loss: 0.0432
Epoch  22 Batch  619/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9148, Loss: 0.0340
Epoch  22 Batch  620/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9169, Loss: 0.0422
Epoch  22 Batch  621/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9169, Loss: 0.0442
Epoch  22 Batch  622/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9130, Loss: 0.0518
Epoch  22 Batch  623/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9130, Loss: 0.0531
Epoch  22 Batch  624/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9134, Loss: 0.0473
Epoch  22 Batch  625/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9141, Loss: 0.0425
Epoch  22 Batch  626/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9084, Loss: 0.0371
Epoch  22 Batch  627/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0394
Epoch  22 Batch  628/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9013, Loss: 0.0459
Epoch  22 Batch  629/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9009, Loss: 0.0453
Epoch  22 Batch  630/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9020, Loss: 0.0422
Epoch  22 Batch  631/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9137, Loss: 0.0555
Epoch  22 Batch  632/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9194, Loss: 0.0395
Epoch  22 Batch  633/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9215, Loss: 0.0428
Epoch  22 Batch  634/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9215, Loss: 0.0347
Epoch  22 Batch  635/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9219, Loss: 0.0535
Epoch  22 Batch  636/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9226, Loss: 0.0417
Epoch  22 Batch  637/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9183, Loss: 0.0393
Epoch  22 Batch  638/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9183, Loss: 0.0349
Epoch  22 Batch  639/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9102, Loss: 0.0502
Epoch  22 Batch  640/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9116, Loss: 0.0366
Epoch  22 Batch  641/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9066, Loss: 0.0432
Epoch  22 Batch  642/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9059, Loss: 0.0409
Epoch  22 Batch  643/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9098, Loss: 0.0356
Epoch  22 Batch  644/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9094, Loss: 0.0392
Epoch  22 Batch  645/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9144, Loss: 0.0469
Epoch  22 Batch  646/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9155, Loss: 0.0433
Epoch  22 Batch  647/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9130, Loss: 0.0507
Epoch  22 Batch  648/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9158, Loss: 0.0351
Epoch  22 Batch  649/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9283, Loss: 0.0396
Epoch  22 Batch  650/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9304, Loss: 0.0386
Epoch  22 Batch  651/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9233, Loss: 0.0438
Epoch  22 Batch  652/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9194, Loss: 0.0494
Epoch  22 Batch  653/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9286, Loss: 0.0496
Epoch  22 Batch  654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9286, Loss: 0.0433
Epoch  22 Batch  655/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9237, Loss: 0.0621
Epoch  22 Batch  656/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9201, Loss: 0.0463
Epoch  22 Batch  657/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9130, Loss: 0.0514
Epoch  22 Batch  658/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9176, Loss: 0.0358
Epoch  22 Batch  659/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9176, Loss: 0.0512
Epoch  22 Batch  660/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9126, Loss: 0.0377
Epoch  22 Batch  661/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9084, Loss: 0.0468
Epoch  22 Batch  662/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9130, Loss: 0.0386
Epoch  22 Batch  663/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9229, Loss: 0.0375
Epoch  22 Batch  664/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9276, Loss: 0.0461
Epoch  22 Batch  665/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9272, Loss: 0.0372
Epoch  22 Batch  666/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9148, Loss: 0.0481
Epoch  22 Batch  667/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9077, Loss: 0.0462
Epoch  22 Batch  668/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9109, Loss: 0.0393
Epoch  22 Batch  669/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9130, Loss: 0.0426
Epoch  22 Batch  670/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9084, Loss: 0.0423
Epoch  22 Batch  671/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9084, Loss: 0.0450
Epoch  22 Batch  672/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9084, Loss: 0.0368
Epoch  22 Batch  673/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9066, Loss: 0.0495
Epoch  22 Batch  674/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9023, Loss: 0.0384
Epoch  22 Batch  675/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9073, Loss: 0.0443
Epoch  22 Batch  676/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9212, Loss: 0.0470
Epoch  22 Batch  677/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9190, Loss: 0.0553
Epoch  22 Batch  678/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9130, Loss: 0.0410
Epoch  22 Batch  679/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9137, Loss: 0.0444
Epoch  22 Batch  680/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9134, Loss: 0.0471
Epoch  22 Batch  681/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0389
Epoch  22 Batch  682/1077 - Train Accuracy: 0.8852, Validation Accuracy: 0.9134, Loss: 0.0448
Epoch  22 Batch  683/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9119, Loss: 0.0376
Epoch  22 Batch  684/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9173, Loss: 0.0359
Epoch  22 Batch  685/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9077, Loss: 0.0485
Epoch  22 Batch  686/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9091, Loss: 0.0367
Epoch  22 Batch  687/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9094, Loss: 0.0477
Epoch  22 Batch  688/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9073, Loss: 0.0390
Epoch  22 Batch  689/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9094, Loss: 0.0345
Epoch  22 Batch  690/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9094, Loss: 0.0448
Epoch  22 Batch  691/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9173, Loss: 0.0417
Epoch  22 Batch  692/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9279, Loss: 0.0409
Epoch  22 Batch  693/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9279, Loss: 0.0668
Epoch  22 Batch  694/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9389, Loss: 0.0452
Epoch  22 Batch  695/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9414, Loss: 0.0412
Epoch  22 Batch  696/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9379, Loss: 0.0480
Epoch  22 Batch  697/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9332, Loss: 0.0381
Epoch  22 Batch  698/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9261, Loss: 0.0395
Epoch  22 Batch  699/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9251, Loss: 0.0420
Epoch  22 Batch  700/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0375
Epoch  22 Batch  701/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9180, Loss: 0.0495
Epoch  22 Batch  702/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9240, Loss: 0.0540
Epoch  22 Batch  703/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0449
Epoch  22 Batch  704/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9308, Loss: 0.0583
Epoch  22 Batch  705/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0483
Epoch  22 Batch  706/1077 - Train Accuracy: 0.8876, Validation Accuracy: 0.9240, Loss: 0.0608
Epoch  22 Batch  707/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9237, Loss: 0.0462
Epoch  22 Batch  708/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9144, Loss: 0.0458
Epoch  22 Batch  709/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9048, Loss: 0.0552
Epoch  22 Batch  710/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9073, Loss: 0.0340
Epoch  22 Batch  711/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9119, Loss: 0.0533
Epoch  22 Batch  712/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9052, Loss: 0.0348
Epoch  22 Batch  713/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9137, Loss: 0.0392
Epoch  22 Batch  714/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9187, Loss: 0.0443
Epoch  22 Batch  715/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9165, Loss: 0.0479
Epoch  22 Batch  716/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9165, Loss: 0.0394
Epoch  22 Batch  717/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9020, Loss: 0.0428
Epoch  22 Batch  718/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9055, Loss: 0.0454
Epoch  22 Batch  719/1077 - Train Accuracy: 0.9044, Validation Accuracy: 0.9055, Loss: 0.0462
Epoch  22 Batch  720/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9119, Loss: 0.0495
Epoch  22 Batch  721/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9197, Loss: 0.0504
Epoch  22 Batch  722/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9183, Loss: 0.0342
Epoch  22 Batch  723/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9194, Loss: 0.0484
Epoch  22 Batch  724/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9148, Loss: 0.0465
Epoch  22 Batch  725/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9130, Loss: 0.0335
Epoch  22 Batch  726/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9237, Loss: 0.0415
Epoch  22 Batch  727/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9208, Loss: 0.0398
Epoch  22 Batch  728/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9116, Loss: 0.0503
Epoch  22 Batch  729/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9066, Loss: 0.0497
Epoch  22 Batch  730/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9123, Loss: 0.0582
Epoch  22 Batch  731/1077 - Train Accuracy: 0.9033, Validation Accuracy: 0.9116, Loss: 0.0465
Epoch  22 Batch  732/1077 - Train Accuracy: 0.8861, Validation Accuracy: 0.9087, Loss: 0.0514
Epoch  22 Batch  733/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9087, Loss: 0.0460
Epoch  22 Batch  734/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9020, Loss: 0.0455
Epoch  22 Batch  735/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9091, Loss: 0.0384
Epoch  22 Batch  736/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9155, Loss: 0.0392
Epoch  22 Batch  737/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9130, Loss: 0.0492
Epoch  22 Batch  738/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9180, Loss: 0.0328
Epoch  22 Batch  739/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9311, Loss: 0.0409
Epoch  22 Batch  740/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9300, Loss: 0.0371
Epoch  22 Batch  741/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9251, Loss: 0.0488
Epoch  22 Batch  742/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9251, Loss: 0.0443
Epoch  22 Batch  743/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0467
Epoch  22 Batch  744/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9187, Loss: 0.0475
Epoch  22 Batch  745/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9219, Loss: 0.0477
Epoch  22 Batch  746/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9126, Loss: 0.0443
Epoch  22 Batch  747/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9158, Loss: 0.0335
Epoch  22 Batch  748/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9137, Loss: 0.0365
Epoch  22 Batch  749/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9176, Loss: 0.0413
Epoch  22 Batch  750/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9237, Loss: 0.0399
Epoch  22 Batch  751/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9187, Loss: 0.0443
Epoch  22 Batch  752/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9187, Loss: 0.0437
Epoch  22 Batch  753/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9244, Loss: 0.0402
Epoch  22 Batch  754/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9212, Loss: 0.0520
Epoch  22 Batch  755/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9151, Loss: 0.0493
Epoch  22 Batch  756/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9084, Loss: 0.0414
Epoch  22 Batch  757/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9119, Loss: 0.0449
Epoch  22 Batch  758/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9091, Loss: 0.0334
Epoch  22 Batch  759/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9094, Loss: 0.0428
Epoch  22 Batch  760/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9148, Loss: 0.0520
Epoch  22 Batch  761/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9293, Loss: 0.0420
Epoch  22 Batch  762/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0387
Epoch  22 Batch  763/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9165, Loss: 0.0521
Epoch  22 Batch  764/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9165, Loss: 0.0390
Epoch  22 Batch  765/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9155, Loss: 0.0453
Epoch  22 Batch  766/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9183, Loss: 0.0494
Epoch  22 Batch  767/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9265, Loss: 0.0443
Epoch  22 Batch  768/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9254, Loss: 0.0436
Epoch  22 Batch  769/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9297, Loss: 0.0436
Epoch  22 Batch  770/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9318, Loss: 0.0427
Epoch  22 Batch  771/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9205, Loss: 0.0444
Epoch  22 Batch  772/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9293, Loss: 0.0396
Epoch  22 Batch  773/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9247, Loss: 0.0404
Epoch  22 Batch  774/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0487
Epoch  22 Batch  775/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0427
Epoch  22 Batch  776/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9272, Loss: 0.0411
Epoch  22 Batch  777/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9279, Loss: 0.0438
Epoch  22 Batch  778/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9283, Loss: 0.0532
Epoch  22 Batch  779/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9261, Loss: 0.0408
Epoch  22 Batch  780/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9190, Loss: 0.0572
Epoch  22 Batch  781/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9148, Loss: 0.0339
Epoch  22 Batch  782/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9148, Loss: 0.0383
Epoch  22 Batch  783/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9197, Loss: 0.0494
Epoch  22 Batch  784/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9190, Loss: 0.0328
Epoch  22 Batch  785/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9109, Loss: 0.0352
Epoch  22 Batch  786/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9141, Loss: 0.0420
Epoch  22 Batch  787/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9134, Loss: 0.0460
Epoch  22 Batch  788/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9084, Loss: 0.0399
Epoch  22 Batch  789/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9084, Loss: 0.0487
Epoch  22 Batch  790/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9084, Loss: 0.0489
Epoch  22 Batch  791/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9169, Loss: 0.0519
Epoch  22 Batch  792/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9165, Loss: 0.0485
Epoch  22 Batch  793/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9237, Loss: 0.0434
Epoch  22 Batch  794/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9268, Loss: 0.0330
Epoch  22 Batch  795/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9215, Loss: 0.0508
Epoch  22 Batch  796/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9261, Loss: 0.0427
Epoch  22 Batch  797/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9265, Loss: 0.0447
Epoch  22 Batch  798/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9268, Loss: 0.0461
Epoch  22 Batch  799/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9279, Loss: 0.0559
Epoch  22 Batch  800/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0363
Epoch  22 Batch  801/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0450
Epoch  22 Batch  802/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9201, Loss: 0.0519
Epoch  22 Batch  803/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9126, Loss: 0.0459
Epoch  22 Batch  804/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9190, Loss: 0.0363
Epoch  22 Batch  805/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9176, Loss: 0.0460
Epoch  22 Batch  806/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9176, Loss: 0.0385
Epoch  22 Batch  807/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9098, Loss: 0.0351
Epoch  22 Batch  808/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9144, Loss: 0.0573
Epoch  22 Batch  809/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9087, Loss: 0.0630
Epoch  22 Batch  810/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9070, Loss: 0.0411
Epoch  22 Batch  811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9066, Loss: 0.0433
Epoch  22 Batch  812/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9066, Loss: 0.0447
Epoch  22 Batch  813/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9105, Loss: 0.0409
Epoch  22 Batch  814/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9080, Loss: 0.0508
Epoch  22 Batch  815/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9070, Loss: 0.0464
Epoch  22 Batch  816/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9109, Loss: 0.0410
Epoch  22 Batch  817/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9105, Loss: 0.0447
Epoch  22 Batch  818/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9173, Loss: 0.0473
Epoch  22 Batch  819/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9155, Loss: 0.0447
Epoch  22 Batch  820/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9169, Loss: 0.0424
Epoch  22 Batch  821/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9165, Loss: 0.0414
Epoch  22 Batch  822/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9187, Loss: 0.0388
Epoch  22 Batch  823/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9258, Loss: 0.0379
Epoch  22 Batch  824/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9254, Loss: 0.0508
Epoch  22 Batch  825/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9300, Loss: 0.0416
Epoch  22 Batch  826/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9308, Loss: 0.0408
Epoch  22 Batch  827/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9208, Loss: 0.0429
Epoch  22 Batch  828/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9183, Loss: 0.0350
Epoch  22 Batch  829/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9247, Loss: 0.0561
Epoch  22 Batch  830/1077 - Train Accuracy: 0.8855, Validation Accuracy: 0.9212, Loss: 0.0501
Epoch  22 Batch  831/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9208, Loss: 0.0432
Epoch  22 Batch  832/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9183, Loss: 0.0368
Epoch  22 Batch  833/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9233, Loss: 0.0499
Epoch  22 Batch  834/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9229, Loss: 0.0433
Epoch  22 Batch  835/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9300, Loss: 0.0490
Epoch  22 Batch  836/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9308, Loss: 0.0442
Epoch  22 Batch  837/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9286, Loss: 0.0496
Epoch  22 Batch  838/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9290, Loss: 0.0429
Epoch  22 Batch  839/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0356
Epoch  22 Batch  840/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9244, Loss: 0.0408
Epoch  22 Batch  841/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9194, Loss: 0.0597
Epoch  22 Batch  842/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9190, Loss: 0.0367
Epoch  22 Batch  843/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9190, Loss: 0.0377
Epoch  22 Batch  844/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9240, Loss: 0.0369
Epoch  22 Batch  845/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9244, Loss: 0.0413
Epoch  22 Batch  846/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0543
Epoch  22 Batch  847/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0499
Epoch  22 Batch  848/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9276, Loss: 0.0332
Epoch  22 Batch  849/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9244, Loss: 0.0336
Epoch  22 Batch  850/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9268, Loss: 0.0634
Epoch  22 Batch  851/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9226, Loss: 0.0527
Epoch  22 Batch  852/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9077, Loss: 0.0618
Epoch  22 Batch  853/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9002, Loss: 0.0456
Epoch  22 Batch  854/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9130, Loss: 0.0480
Epoch  22 Batch  855/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9066, Loss: 0.0507
Epoch  22 Batch  856/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9006, Loss: 0.0471
Epoch  22 Batch  857/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9165, Loss: 0.0395
Epoch  22 Batch  858/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9158, Loss: 0.0382
Epoch  22 Batch  859/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9187, Loss: 0.0482
Epoch  22 Batch  860/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9137, Loss: 0.0458
Epoch  22 Batch  861/1077 - Train Accuracy: 0.8926, Validation Accuracy: 0.9123, Loss: 0.0432
Epoch  22 Batch  862/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9077, Loss: 0.0484
Epoch  22 Batch  863/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9123, Loss: 0.0397
Epoch  22 Batch  864/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0464
Epoch  22 Batch  865/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9183, Loss: 0.0431
Epoch  22 Batch  866/1077 - Train Accuracy: 0.9118, Validation Accuracy: 0.9233, Loss: 0.0487
Epoch  22 Batch  867/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9187, Loss: 0.0892
Epoch  22 Batch  868/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9141, Loss: 0.0480
Epoch  22 Batch  869/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9162, Loss: 0.0438
Epoch  22 Batch  870/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9087, Loss: 0.0494
Epoch  22 Batch  871/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9141, Loss: 0.0424
Epoch  22 Batch  872/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9144, Loss: 0.0434
Epoch  22 Batch  873/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9151, Loss: 0.0451
Epoch  22 Batch  874/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9109, Loss: 0.0465
Epoch  22 Batch  875/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9119, Loss: 0.0460
Epoch  22 Batch  876/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9116, Loss: 0.0397
Epoch  22 Batch  877/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9162, Loss: 0.0387
Epoch  22 Batch  878/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9102, Loss: 0.0384
Epoch  22 Batch  879/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9102, Loss: 0.0310
Epoch  22 Batch  880/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9165, Loss: 0.0535
Epoch  22 Batch  881/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9180, Loss: 0.0460
Epoch  22 Batch  882/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9183, Loss: 0.0454
Epoch  22 Batch  883/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9180, Loss: 0.0609
Epoch  22 Batch  884/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9169, Loss: 0.0485
Epoch  22 Batch  885/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9240, Loss: 0.0310
Epoch  22 Batch  886/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0393
Epoch  22 Batch  887/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9244, Loss: 0.0498
Epoch  22 Batch  888/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9112, Loss: 0.0457
Epoch  22 Batch  889/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9226, Loss: 0.0420
Epoch  22 Batch  890/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9222, Loss: 0.0449
Epoch  22 Batch  891/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9272, Loss: 0.0388
Epoch  22 Batch  892/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0388
Epoch  22 Batch  893/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9194, Loss: 0.0446
Epoch  22 Batch  894/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9251, Loss: 0.0400
Epoch  22 Batch  895/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0390
Epoch  22 Batch  896/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9268, Loss: 0.0433
Epoch  22 Batch  897/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9315, Loss: 0.0393
Epoch  22 Batch  898/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9197, Loss: 0.0387
Epoch  22 Batch  899/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9197, Loss: 0.0471
Epoch  22 Batch  900/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9205, Loss: 0.0478
Epoch  22 Batch  901/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9208, Loss: 0.0577
Epoch  22 Batch  902/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9233, Loss: 0.0468
Epoch  22 Batch  903/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9229, Loss: 0.0401
Epoch  22 Batch  904/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9229, Loss: 0.0388
Epoch  22 Batch  905/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9144, Loss: 0.0330
Epoch  22 Batch  906/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0381
Epoch  22 Batch  907/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9187, Loss: 0.0447
Epoch  22 Batch  908/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9158, Loss: 0.0464
Epoch  22 Batch  909/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9105, Loss: 0.0512
Epoch  22 Batch  910/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9158, Loss: 0.0495
Epoch  22 Batch  911/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9290, Loss: 0.0584
Epoch  22 Batch  912/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0368
Epoch  22 Batch  913/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9229, Loss: 0.0557
Epoch  22 Batch  914/1077 - Train Accuracy: 0.9333, Validation Accuracy: 0.9272, Loss: 0.0756
Epoch  22 Batch  915/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9268, Loss: 0.0386
Epoch  22 Batch  916/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9268, Loss: 0.0468
Epoch  22 Batch  917/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9272, Loss: 0.0417
Epoch  22 Batch  918/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9325, Loss: 0.0409
Epoch  22 Batch  919/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9276, Loss: 0.0346
Epoch  22 Batch  920/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0407
Epoch  22 Batch  921/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9226, Loss: 0.0493
Epoch  22 Batch  922/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9165, Loss: 0.0437
Epoch  22 Batch  923/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9162, Loss: 0.0315
Epoch  22 Batch  924/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9151, Loss: 0.0534
Epoch  22 Batch  925/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9148, Loss: 0.0375
Epoch  22 Batch  926/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9102, Loss: 0.0532
Epoch  22 Batch  927/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9087, Loss: 0.0503
Epoch  22 Batch  928/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9091, Loss: 0.0419
Epoch  22 Batch  929/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0453
Epoch  22 Batch  930/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9237, Loss: 0.0335
Epoch  22 Batch  931/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9240, Loss: 0.0446
Epoch  22 Batch  932/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9141, Loss: 0.0391
Epoch  22 Batch  933/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9134, Loss: 0.0389
Epoch  22 Batch  934/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9176, Loss: 0.0353
Epoch  22 Batch  935/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9180, Loss: 0.0410
Epoch  22 Batch  936/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9208, Loss: 0.0472
Epoch  22 Batch  937/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9190, Loss: 0.0549
Epoch  22 Batch  938/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9190, Loss: 0.0487
Epoch  22 Batch  939/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9151, Loss: 0.0519
Epoch  22 Batch  940/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0365
Epoch  22 Batch  941/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9254, Loss: 0.0355
Epoch  22 Batch  942/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9258, Loss: 0.0510
Epoch  22 Batch  943/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0399
Epoch  22 Batch  944/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9304, Loss: 0.0381
Epoch  22 Batch  945/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9190, Loss: 0.0318
Epoch  22 Batch  946/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9169, Loss: 0.0337
Epoch  22 Batch  947/1077 - Train Accuracy: 0.8997, Validation Accuracy: 0.9183, Loss: 0.0547
Epoch  22 Batch  948/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9162, Loss: 0.0407
Epoch  22 Batch  949/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9158, Loss: 0.0347
Epoch  22 Batch  950/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9109, Loss: 0.0404
Epoch  22 Batch  951/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9109, Loss: 0.0500
Epoch  22 Batch  952/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9119, Loss: 0.0315
Epoch  22 Batch  953/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9059, Loss: 0.0383
Epoch  22 Batch  954/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9137, Loss: 0.0460
Epoch  22 Batch  955/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9091, Loss: 0.0474
Epoch  22 Batch  956/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9087, Loss: 0.0405
Epoch  22 Batch  957/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9091, Loss: 0.0328
Epoch  22 Batch  958/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0455
Epoch  22 Batch  959/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9034, Loss: 0.0483
Epoch  22 Batch  960/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9091, Loss: 0.0409
Epoch  22 Batch  961/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9176, Loss: 0.0332
Epoch  22 Batch  962/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9183, Loss: 0.0415
Epoch  22 Batch  963/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9229, Loss: 0.0500
Epoch  22 Batch  964/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9258, Loss: 0.0341
Epoch  22 Batch  965/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9254, Loss: 0.0529
Epoch  22 Batch  966/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9261, Loss: 0.0351
Epoch  22 Batch  967/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9247, Loss: 0.0493
Epoch  22 Batch  968/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9197, Loss: 0.0539
Epoch  22 Batch  969/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9297, Loss: 0.0580
Epoch  22 Batch  970/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9226, Loss: 0.0426
Epoch  22 Batch  971/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9176, Loss: 0.0506
Epoch  22 Batch  972/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0467
Epoch  22 Batch  973/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9137, Loss: 0.0303
Epoch  22 Batch  974/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9134, Loss: 0.0388
Epoch  22 Batch  975/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9130, Loss: 0.0393
Epoch  22 Batch  976/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9187, Loss: 0.0351
Epoch  22 Batch  977/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0296
Epoch  22 Batch  978/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9094, Loss: 0.0425
Epoch  22 Batch  979/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9084, Loss: 0.0413
Epoch  22 Batch  980/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9105, Loss: 0.0437
Epoch  22 Batch  981/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9254, Loss: 0.0455
Epoch  22 Batch  982/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9229, Loss: 0.0484
Epoch  22 Batch  983/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9180, Loss: 0.0407
Epoch  22 Batch  984/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9183, Loss: 0.0500
Epoch  22 Batch  985/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9034, Loss: 0.0393
Epoch  22 Batch  986/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9158, Loss: 0.0361
Epoch  22 Batch  987/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9190, Loss: 0.0398
Epoch  22 Batch  988/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9112, Loss: 0.0507
Epoch  22 Batch  989/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9116, Loss: 0.0461
Epoch  22 Batch  990/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9158, Loss: 0.0464
Epoch  22 Batch  991/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9062, Loss: 0.0475
Epoch  22 Batch  992/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0470
Epoch  22 Batch  993/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9180, Loss: 0.0300
Epoch  22 Batch  994/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9208, Loss: 0.0393
Epoch  22 Batch  995/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0421
Epoch  22 Batch  996/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9194, Loss: 0.0416
Epoch  22 Batch  997/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9134, Loss: 0.0447
Epoch  22 Batch  998/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9176, Loss: 0.0398
Epoch  22 Batch  999/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9098, Loss: 0.0525
Epoch  22 Batch 1000/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9098, Loss: 0.0426
Epoch  22 Batch 1001/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9098, Loss: 0.0342
Epoch  22 Batch 1002/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9190, Loss: 0.0358
Epoch  22 Batch 1003/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9084, Loss: 0.0401
Epoch  22 Batch 1004/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9080, Loss: 0.0414
Epoch  22 Batch 1005/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9031, Loss: 0.0417
Epoch  22 Batch 1006/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9041, Loss: 0.0357
Epoch  22 Batch 1007/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9151, Loss: 0.0366
Epoch  22 Batch 1008/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9251, Loss: 0.0454
Epoch  22 Batch 1009/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9158, Loss: 0.0298
Epoch  22 Batch 1010/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9130, Loss: 0.0392
Epoch  22 Batch 1011/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9130, Loss: 0.0390
Epoch  22 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9123, Loss: 0.0294
Epoch  22 Batch 1013/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9144, Loss: 0.0308
Epoch  22 Batch 1014/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9222, Loss: 0.0383
Epoch  22 Batch 1015/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9197, Loss: 0.0508
Epoch  22 Batch 1016/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9215, Loss: 0.0422
Epoch  22 Batch 1017/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9165, Loss: 0.0387
Epoch  22 Batch 1018/1077 - Train Accuracy: 0.9111, Validation Accuracy: 0.9162, Loss: 0.0490
Epoch  22 Batch 1019/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9183, Loss: 0.0504
Epoch  22 Batch 1020/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9180, Loss: 0.0378
Epoch  22 Batch 1021/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9187, Loss: 0.0441
Epoch  22 Batch 1022/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9237, Loss: 0.0347
Epoch  22 Batch 1023/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9119, Loss: 0.0418
Epoch  22 Batch 1024/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9059, Loss: 0.0478
Epoch  22 Batch 1025/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9062, Loss: 0.0401
Epoch  22 Batch 1026/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9141, Loss: 0.0474
Epoch  22 Batch 1027/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9205, Loss: 0.0415
Epoch  22 Batch 1028/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9233, Loss: 0.0431
Epoch  22 Batch 1029/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9233, Loss: 0.0325
Epoch  22 Batch 1030/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9265, Loss: 0.0430
Epoch  22 Batch 1031/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9219, Loss: 0.0449
Epoch  22 Batch 1032/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9215, Loss: 0.0504
Epoch  22 Batch 1033/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9173, Loss: 0.0538
Epoch  22 Batch 1034/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9219, Loss: 0.0406
Epoch  22 Batch 1035/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0316
Epoch  22 Batch 1036/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9194, Loss: 0.0614
Epoch  22 Batch 1037/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9197, Loss: 0.0426
Epoch  22 Batch 1038/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9158, Loss: 0.0489
Epoch  22 Batch 1039/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9226, Loss: 0.0397
Epoch  22 Batch 1040/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9229, Loss: 0.0436
Epoch  22 Batch 1041/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0458
Epoch  22 Batch 1042/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9258, Loss: 0.0407
Epoch  22 Batch 1043/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9208, Loss: 0.0568
Epoch  22 Batch 1044/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9268, Loss: 0.0515
Epoch  22 Batch 1045/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0443
Epoch  22 Batch 1046/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9354, Loss: 0.0340
Epoch  22 Batch 1047/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9297, Loss: 0.0351
Epoch  22 Batch 1048/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9290, Loss: 0.0477
Epoch  22 Batch 1049/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9187, Loss: 0.0447
Epoch  22 Batch 1050/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0332
Epoch  22 Batch 1051/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9229, Loss: 0.0467
Epoch  22 Batch 1052/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9279, Loss: 0.0406
Epoch  22 Batch 1053/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9279, Loss: 0.0484
Epoch  22 Batch 1054/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9244, Loss: 0.0382
Epoch  22 Batch 1055/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9272, Loss: 0.0453
Epoch  22 Batch 1056/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0409
Epoch  22 Batch 1057/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9208, Loss: 0.0459
Epoch  22 Batch 1058/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9279, Loss: 0.0505
Epoch  22 Batch 1059/1077 - Train Accuracy: 0.8972, Validation Accuracy: 0.9205, Loss: 0.0544
Epoch  22 Batch 1060/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9247, Loss: 0.0395
Epoch  22 Batch 1061/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9201, Loss: 0.0584
Epoch  22 Batch 1062/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9169, Loss: 0.0540
Epoch  22 Batch 1063/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9148, Loss: 0.0483
Epoch  22 Batch 1064/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9144, Loss: 0.0442
Epoch  22 Batch 1065/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9187, Loss: 0.0508
Epoch  22 Batch 1066/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9308, Loss: 0.0415
Epoch  22 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9279, Loss: 0.0482
Epoch  22 Batch 1068/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9258, Loss: 0.0350
Epoch  22 Batch 1069/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9311, Loss: 0.0446
Epoch  22 Batch 1070/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9336, Loss: 0.0432
Epoch  22 Batch 1071/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9393, Loss: 0.0409
Epoch  22 Batch 1072/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9343, Loss: 0.0439
Epoch  22 Batch 1073/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9347, Loss: 0.0510
Epoch  22 Batch 1074/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9350, Loss: 0.0570
Epoch  22 Batch 1075/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9318, Loss: 0.0527
Epoch  23 Batch    1/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0344
Epoch  23 Batch    2/1077 - Train Accuracy: 0.9169, Validation Accuracy: 0.9322, Loss: 0.0438
Epoch  23 Batch    3/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9258, Loss: 0.0486
Epoch  23 Batch    4/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9212, Loss: 0.0374
Epoch  23 Batch    5/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9183, Loss: 0.0574
Epoch  23 Batch    6/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9251, Loss: 0.0384
Epoch  23 Batch    7/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9254, Loss: 0.0413
Epoch  23 Batch    8/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9279, Loss: 0.0403
Epoch  23 Batch    9/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9247, Loss: 0.0432
Epoch  23 Batch   10/1077 - Train Accuracy: 0.9091, Validation Accuracy: 0.9311, Loss: 0.0448
Epoch  23 Batch   11/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9315, Loss: 0.0480
Epoch  23 Batch   12/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9315, Loss: 0.0389
Epoch  23 Batch   13/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0571
Epoch  23 Batch   14/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9279, Loss: 0.0353
Epoch  23 Batch   15/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9343, Loss: 0.0377
Epoch  23 Batch   16/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9389, Loss: 0.0384
Epoch  23 Batch   17/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9386, Loss: 0.0408
Epoch  23 Batch   18/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9379, Loss: 0.0421
Epoch  23 Batch   19/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9361, Loss: 0.0362
Epoch  23 Batch   20/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9329, Loss: 0.0369
Epoch  23 Batch   21/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9336, Loss: 0.0458
Epoch  23 Batch   22/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9254, Loss: 0.0442
Epoch  23 Batch   23/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9297, Loss: 0.0369
Epoch  23 Batch   24/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9254, Loss: 0.0428
Epoch  23 Batch   25/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9258, Loss: 0.0332
Epoch  23 Batch   26/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9197, Loss: 0.0509
Epoch  23 Batch   27/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9247, Loss: 0.0355
Epoch  23 Batch   28/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9265, Loss: 0.0425
Epoch  23 Batch   29/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9268, Loss: 0.0452
Epoch  23 Batch   30/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9311, Loss: 0.0385
Epoch  23 Batch   31/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9329, Loss: 0.0381
Epoch  23 Batch   32/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9283, Loss: 0.0360
Epoch  23 Batch   33/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9308, Loss: 0.0400
Epoch  23 Batch   34/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9315, Loss: 0.0443
Epoch  23 Batch   35/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9265, Loss: 0.0475
Epoch  23 Batch   36/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9268, Loss: 0.0397
Epoch  23 Batch   37/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9272, Loss: 0.0378
Epoch  23 Batch   38/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9297, Loss: 0.0504
Epoch  23 Batch   39/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9343, Loss: 0.0535
Epoch  23 Batch   40/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9343, Loss: 0.0351
Epoch  23 Batch   41/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9350, Loss: 0.0348
Epoch  23 Batch   42/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9293, Loss: 0.0527
Epoch  23 Batch   43/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9276, Loss: 0.0300
Epoch  23 Batch   44/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9276, Loss: 0.0341
Epoch  23 Batch   45/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9212, Loss: 0.0398
Epoch  23 Batch   46/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9261, Loss: 0.0494
Epoch  23 Batch   47/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9290, Loss: 0.0495
Epoch  23 Batch   48/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9212, Loss: 0.0550
Epoch  23 Batch   49/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9229, Loss: 0.0553
Epoch  23 Batch   50/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9258, Loss: 0.0383
Epoch  23 Batch   51/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9261, Loss: 0.0399
Epoch  23 Batch   52/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9237, Loss: 0.0566
Epoch  23 Batch   53/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9265, Loss: 0.0438
Epoch  23 Batch   54/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9183, Loss: 0.0729
Epoch  23 Batch   55/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0389
Epoch  23 Batch   56/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0348
Epoch  23 Batch   57/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9293, Loss: 0.0433
Epoch  23 Batch   58/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9293, Loss: 0.0419
Epoch  23 Batch   59/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9315, Loss: 0.0418
Epoch  23 Batch   60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9293, Loss: 0.0282
Epoch  23 Batch   61/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9336, Loss: 0.0487
Epoch  23 Batch   62/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0472
Epoch  23 Batch   63/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9300, Loss: 0.0342
Epoch  23 Batch   64/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9261, Loss: 0.0401
Epoch  23 Batch   65/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9205, Loss: 0.0437
Epoch  23 Batch   66/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9276, Loss: 0.0290
Epoch  23 Batch   67/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9343, Loss: 0.0363
Epoch  23 Batch   68/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9315, Loss: 0.0493
Epoch  23 Batch   69/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9237, Loss: 0.0530
Epoch  23 Batch   70/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9215, Loss: 0.0524
Epoch  23 Batch   71/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9183, Loss: 0.0298
Epoch  23 Batch   72/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9215, Loss: 0.0406
Epoch  23 Batch   73/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9197, Loss: 0.0449
Epoch  23 Batch   74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9322, Loss: 0.0380
Epoch  23 Batch   75/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0597
Epoch  23 Batch   76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9297, Loss: 0.0334
Epoch  23 Batch   77/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9308, Loss: 0.0377
Epoch  23 Batch   78/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9286, Loss: 0.0424
Epoch  23 Batch   79/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0391
Epoch  23 Batch   80/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0410
Epoch  23 Batch   81/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9336, Loss: 0.0356
Epoch  23 Batch   82/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9315, Loss: 0.0438
Epoch  23 Batch   83/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9254, Loss: 0.0353
Epoch  23 Batch   84/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0398
Epoch  23 Batch   85/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9343, Loss: 0.0397
Epoch  23 Batch   86/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9261, Loss: 0.0392
Epoch  23 Batch   87/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9272, Loss: 0.0516
Epoch  23 Batch   88/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9329, Loss: 0.0486
Epoch  23 Batch   89/1077 - Train Accuracy: 0.8945, Validation Accuracy: 0.9229, Loss: 0.0482
Epoch  23 Batch   90/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9226, Loss: 0.0382
Epoch  23 Batch   91/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9205, Loss: 0.0414
Epoch  23 Batch   92/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9162, Loss: 0.0479
Epoch  23 Batch   93/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9162, Loss: 0.0393
Epoch  23 Batch   94/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9237, Loss: 0.0346
Epoch  23 Batch   95/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0492
Epoch  23 Batch   96/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9233, Loss: 0.0468
Epoch  23 Batch   97/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9148, Loss: 0.0471
Epoch  23 Batch   98/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9126, Loss: 0.0465
Epoch  23 Batch   99/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9052, Loss: 0.0373
Epoch  23 Batch  100/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9180, Loss: 0.0412
Epoch  23 Batch  101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9109, Loss: 0.0358
Epoch  23 Batch  102/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9208, Loss: 0.0338
Epoch  23 Batch  103/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9212, Loss: 0.0530
Epoch  23 Batch  104/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9219, Loss: 0.0451
Epoch  23 Batch  105/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9215, Loss: 0.0378
Epoch  23 Batch  106/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9048, Loss: 0.0448
Epoch  23 Batch  107/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9094, Loss: 0.0454
Epoch  23 Batch  108/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.9112, Loss: 0.0482
Epoch  23 Batch  109/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9073, Loss: 0.0370
Epoch  23 Batch  110/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9066, Loss: 0.0326
Epoch  23 Batch  111/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9141, Loss: 0.0401
Epoch  23 Batch  112/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9116, Loss: 0.0374
Epoch  23 Batch  113/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9137, Loss: 0.0535
Epoch  23 Batch  114/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9162, Loss: 0.0355
Epoch  23 Batch  115/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9137, Loss: 0.0513
Epoch  23 Batch  116/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9169, Loss: 0.0599
Epoch  23 Batch  117/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9165, Loss: 0.0424
Epoch  23 Batch  118/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9244, Loss: 0.0474
Epoch  23 Batch  119/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9240, Loss: 0.0373
Epoch  23 Batch  120/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9272, Loss: 0.0534
Epoch  23 Batch  121/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9276, Loss: 0.0424
Epoch  23 Batch  122/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9293, Loss: 0.0427
Epoch  23 Batch  123/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9251, Loss: 0.0324
Epoch  23 Batch  124/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9268, Loss: 0.0465
Epoch  23 Batch  125/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9265, Loss: 0.0507
Epoch  23 Batch  126/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9357, Loss: 0.0387
Epoch  23 Batch  127/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0445
Epoch  23 Batch  128/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9268, Loss: 0.0412
Epoch  23 Batch  129/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9215, Loss: 0.0518
Epoch  23 Batch  130/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9219, Loss: 0.0415
Epoch  23 Batch  131/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9279, Loss: 0.0452
Epoch  23 Batch  132/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9226, Loss: 0.0421
Epoch  23 Batch  133/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9222, Loss: 0.0349
Epoch  23 Batch  134/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9244, Loss: 0.0370
Epoch  23 Batch  135/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9293, Loss: 0.0428
Epoch  23 Batch  136/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9268, Loss: 0.0354
Epoch  23 Batch  137/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9173, Loss: 0.0370
Epoch  23 Batch  138/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9180, Loss: 0.0400
Epoch  23 Batch  139/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9215, Loss: 0.0444
Epoch  23 Batch  140/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9197, Loss: 0.0379
Epoch  23 Batch  141/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9197, Loss: 0.0431
Epoch  23 Batch  142/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9197, Loss: 0.0424
Epoch  23 Batch  143/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9098, Loss: 0.0481
Epoch  23 Batch  144/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9102, Loss: 0.0580
Epoch  23 Batch  145/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9201, Loss: 0.0424
Epoch  23 Batch  146/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9201, Loss: 0.0726
Epoch  23 Batch  147/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9141, Loss: 0.0402
Epoch  23 Batch  148/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9073, Loss: 0.0495
Epoch  23 Batch  149/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9197, Loss: 0.0418
Epoch  23 Batch  150/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9240, Loss: 0.0444
Epoch  23 Batch  151/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9205, Loss: 0.0344
Epoch  23 Batch  152/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9176, Loss: 0.0540
Epoch  23 Batch  153/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0536
Epoch  23 Batch  154/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9148, Loss: 0.0428
Epoch  23 Batch  155/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9148, Loss: 0.0377
Epoch  23 Batch  156/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9141, Loss: 0.0328
Epoch  23 Batch  157/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9190, Loss: 0.0351
Epoch  23 Batch  158/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9194, Loss: 0.0502
Epoch  23 Batch  159/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9183, Loss: 0.0364
Epoch  23 Batch  160/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9137, Loss: 0.0351
Epoch  23 Batch  161/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9240, Loss: 0.0330
Epoch  23 Batch  162/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9237, Loss: 0.0488
Epoch  23 Batch  163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9247, Loss: 0.0518
Epoch  23 Batch  164/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9244, Loss: 0.0384
Epoch  23 Batch  165/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0582
Epoch  23 Batch  166/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9226, Loss: 0.0449
Epoch  23 Batch  167/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9226, Loss: 0.0386
Epoch  23 Batch  168/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9226, Loss: 0.0530
Epoch  23 Batch  169/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9208, Loss: 0.0468
Epoch  23 Batch  170/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9247, Loss: 0.0447
Epoch  23 Batch  171/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9098, Loss: 0.0386
Epoch  23 Batch  172/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9098, Loss: 0.0354
Epoch  23 Batch  173/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9006, Loss: 0.0443
Epoch  23 Batch  174/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9016, Loss: 0.0399
Epoch  23 Batch  175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0498
Epoch  23 Batch  176/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9038, Loss: 0.0412
Epoch  23 Batch  177/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9070, Loss: 0.0507
Epoch  23 Batch  178/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9148, Loss: 0.0417
Epoch  23 Batch  179/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9247, Loss: 0.0409
Epoch  23 Batch  180/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9293, Loss: 0.0353
Epoch  23 Batch  181/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9244, Loss: 0.0521
Epoch  23 Batch  182/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9347, Loss: 0.0489
Epoch  23 Batch  183/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9347, Loss: 0.0445
Epoch  23 Batch  184/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9258, Loss: 0.0397
Epoch  23 Batch  185/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9332, Loss: 0.0428
Epoch  23 Batch  186/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9237, Loss: 0.0409
Epoch  23 Batch  187/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9197, Loss: 0.0354
Epoch  23 Batch  188/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9126, Loss: 0.0459
Epoch  23 Batch  189/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9020, Loss: 0.0363
Epoch  23 Batch  190/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9020, Loss: 0.0370
Epoch  23 Batch  191/1077 - Train Accuracy: 0.9325, Validation Accuracy: 0.9023, Loss: 0.0353
Epoch  23 Batch  192/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9016, Loss: 0.0490
Epoch  23 Batch  193/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9141, Loss: 0.0394
Epoch  23 Batch  194/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9141, Loss: 0.0329
Epoch  23 Batch  195/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9190, Loss: 0.0361
Epoch  23 Batch  196/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9219, Loss: 0.0350
Epoch  23 Batch  197/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9215, Loss: 0.0442
Epoch  23 Batch  198/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9141, Loss: 0.0415
Epoch  23 Batch  199/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9141, Loss: 0.0354
Epoch  23 Batch  200/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9237, Loss: 0.0411
Epoch  23 Batch  201/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9229, Loss: 0.0350
Epoch  23 Batch  202/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9226, Loss: 0.0387
Epoch  23 Batch  203/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9158, Loss: 0.0462
Epoch  23 Batch  204/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9205, Loss: 0.0592
Epoch  23 Batch  205/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9229, Loss: 0.0517
Epoch  23 Batch  206/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9283, Loss: 0.0336
Epoch  23 Batch  207/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9254, Loss: 0.0390
Epoch  23 Batch  208/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9215, Loss: 0.0424
Epoch  23 Batch  209/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9290, Loss: 0.0343
Epoch  23 Batch  210/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9247, Loss: 0.0422
Epoch  23 Batch  211/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9251, Loss: 0.0401
Epoch  23 Batch  212/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9194, Loss: 0.0346
Epoch  23 Batch  213/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9194, Loss: 0.0341
Epoch  23 Batch  214/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9194, Loss: 0.0366
Epoch  23 Batch  215/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9194, Loss: 0.0483
Epoch  23 Batch  216/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9183, Loss: 0.0413
Epoch  23 Batch  217/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9176, Loss: 0.0342
Epoch  23 Batch  218/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0424
Epoch  23 Batch  219/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9173, Loss: 0.0321
Epoch  23 Batch  220/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9265, Loss: 0.0431
Epoch  23 Batch  221/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9318, Loss: 0.0444
Epoch  23 Batch  222/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9247, Loss: 0.0360
Epoch  23 Batch  223/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9276, Loss: 0.0432
Epoch  23 Batch  224/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0426
Epoch  23 Batch  225/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9268, Loss: 0.0512
Epoch  23 Batch  226/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9286, Loss: 0.0363
Epoch  23 Batch  227/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9233, Loss: 0.0486
Epoch  23 Batch  228/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9229, Loss: 0.0347
Epoch  23 Batch  229/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9233, Loss: 0.0400
Epoch  23 Batch  230/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0396
Epoch  23 Batch  231/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9233, Loss: 0.0468
Epoch  23 Batch  232/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9244, Loss: 0.0342
Epoch  23 Batch  233/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9265, Loss: 0.0513
Epoch  23 Batch  234/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9272, Loss: 0.0435
Epoch  23 Batch  235/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9219, Loss: 0.0440
Epoch  23 Batch  236/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9205, Loss: 0.0421
Epoch  23 Batch  237/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9205, Loss: 0.0326
Epoch  23 Batch  238/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9205, Loss: 0.0420
Epoch  23 Batch  239/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9226, Loss: 0.0294
Epoch  23 Batch  240/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9197, Loss: 0.0322
Epoch  23 Batch  241/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9201, Loss: 0.0299
Epoch  23 Batch  242/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9254, Loss: 0.0377
Epoch  23 Batch  243/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9229, Loss: 0.0468
Epoch  23 Batch  244/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9229, Loss: 0.0374
Epoch  23 Batch  245/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9229, Loss: 0.0395
Epoch  23 Batch  246/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9254, Loss: 0.0419
Epoch  23 Batch  247/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9205, Loss: 0.0396
Epoch  23 Batch  248/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9244, Loss: 0.0421
Epoch  23 Batch  249/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9283, Loss: 0.0370
Epoch  23 Batch  250/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9286, Loss: 0.0422
Epoch  23 Batch  251/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9237, Loss: 0.0451
Epoch  23 Batch  252/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9254, Loss: 0.0449
Epoch  23 Batch  253/1077 - Train Accuracy: 0.9212, Validation Accuracy: 0.9279, Loss: 0.0383
Epoch  23 Batch  254/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9244, Loss: 0.0491
Epoch  23 Batch  255/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9244, Loss: 0.0379
Epoch  23 Batch  256/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0647
Epoch  23 Batch  257/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9336, Loss: 0.0468
Epoch  23 Batch  258/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9265, Loss: 0.0404
Epoch  23 Batch  259/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9265, Loss: 0.0345
Epoch  23 Batch  260/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0384
Epoch  23 Batch  261/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9261, Loss: 0.0395
Epoch  23 Batch  262/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9279, Loss: 0.0358
Epoch  23 Batch  263/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9244, Loss: 0.0353
Epoch  23 Batch  264/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9247, Loss: 0.0431
Epoch  23 Batch  265/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9261, Loss: 0.0417
Epoch  23 Batch  266/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9279, Loss: 0.0415
Epoch  23 Batch  267/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9279, Loss: 0.0338
Epoch  23 Batch  268/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9276, Loss: 0.0495
Epoch  23 Batch  269/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9251, Loss: 0.0535
Epoch  23 Batch  270/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9244, Loss: 0.0506
Epoch  23 Batch  271/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9240, Loss: 0.0386
Epoch  23 Batch  272/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9176, Loss: 0.0683
Epoch  23 Batch  273/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9148, Loss: 0.0383
Epoch  23 Batch  274/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9176, Loss: 0.0410
Epoch  23 Batch  275/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9254, Loss: 0.0426
Epoch  23 Batch  276/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9251, Loss: 0.0597
Epoch  23 Batch  277/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9155, Loss: 0.0326
Epoch  23 Batch  278/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9109, Loss: 0.0517
Epoch  23 Batch  279/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9233, Loss: 0.0463
Epoch  23 Batch  280/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9187, Loss: 0.0470
Epoch  23 Batch  281/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9226, Loss: 0.0490
Epoch  23 Batch  282/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9222, Loss: 0.0550
Epoch  23 Batch  283/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9222, Loss: 0.0395
Epoch  23 Batch  284/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9240, Loss: 0.0443
Epoch  23 Batch  285/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9094, Loss: 0.0431
Epoch  23 Batch  286/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0384
Epoch  23 Batch  287/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9123, Loss: 0.0408
Epoch  23 Batch  288/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9176, Loss: 0.0488
Epoch  23 Batch  289/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9180, Loss: 0.0373
Epoch  23 Batch  290/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9158, Loss: 0.0592
Epoch  23 Batch  291/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9041, Loss: 0.0572
Epoch  23 Batch  292/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9048, Loss: 0.0387
Epoch  23 Batch  293/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0431
Epoch  23 Batch  294/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9038, Loss: 0.0401
Epoch  23 Batch  295/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9080, Loss: 0.0541
Epoch  23 Batch  296/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9055, Loss: 0.0420
Epoch  23 Batch  297/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9102, Loss: 0.0438
Epoch  23 Batch  298/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9094, Loss: 0.0461
Epoch  23 Batch  299/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9165, Loss: 0.0507
Epoch  23 Batch  300/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9158, Loss: 0.0390
Epoch  23 Batch  301/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9233, Loss: 0.0382
Epoch  23 Batch  302/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9180, Loss: 0.0436
Epoch  23 Batch  303/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9258, Loss: 0.0492
Epoch  23 Batch  304/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9176, Loss: 0.0447
Epoch  23 Batch  305/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9272, Loss: 0.0420
Epoch  23 Batch  306/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9233, Loss: 0.0539
Epoch  23 Batch  307/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9226, Loss: 0.0456
Epoch  23 Batch  308/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9212, Loss: 0.0484
Epoch  23 Batch  309/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9116, Loss: 0.0351
Epoch  23 Batch  310/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9116, Loss: 0.0379
Epoch  23 Batch  311/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9180, Loss: 0.0376
Epoch  23 Batch  312/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9197, Loss: 0.0493
Epoch  23 Batch  313/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9254, Loss: 0.0298
Epoch  23 Batch  314/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9268, Loss: 0.0447
Epoch  23 Batch  315/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9205, Loss: 0.0381
Epoch  23 Batch  316/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9258, Loss: 0.0427
Epoch  23 Batch  317/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9297, Loss: 0.0463
Epoch  23 Batch  318/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9268, Loss: 0.0345
Epoch  23 Batch  319/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9265, Loss: 0.0527
Epoch  23 Batch  320/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9283, Loss: 0.0564
Epoch  23 Batch  321/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9283, Loss: 0.0385
Epoch  23 Batch  322/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9183, Loss: 0.0380
Epoch  23 Batch  323/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9105, Loss: 0.0386
Epoch  23 Batch  324/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9023, Loss: 0.0396
Epoch  23 Batch  325/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9023, Loss: 0.0449
Epoch  23 Batch  326/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9027, Loss: 0.0394
Epoch  23 Batch  327/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9020, Loss: 0.0517
Epoch  23 Batch  328/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9031, Loss: 0.0548
Epoch  23 Batch  329/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9105, Loss: 0.0418
Epoch  23 Batch  330/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9112, Loss: 0.0412
Epoch  23 Batch  331/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.8995, Loss: 0.0421
Epoch  23 Batch  332/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9173, Loss: 0.0316
Epoch  23 Batch  333/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9180, Loss: 0.0343
Epoch  23 Batch  334/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9180, Loss: 0.0411
Epoch  23 Batch  335/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9130, Loss: 0.0395
Epoch  23 Batch  336/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9070, Loss: 0.0739
Epoch  23 Batch  337/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9098, Loss: 0.0471
Epoch  23 Batch  338/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9027, Loss: 0.0595
Epoch  23 Batch  339/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9070, Loss: 0.0345
Epoch  23 Batch  340/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9116, Loss: 0.0409
Epoch  23 Batch  341/1077 - Train Accuracy: 0.8992, Validation Accuracy: 0.9144, Loss: 0.0551
Epoch  23 Batch  342/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9144, Loss: 0.0359
Epoch  23 Batch  343/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9141, Loss: 0.0501
Epoch  23 Batch  344/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9187, Loss: 0.0466
Epoch  23 Batch  345/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9141, Loss: 0.0379
Epoch  23 Batch  346/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9141, Loss: 0.0415
Epoch  23 Batch  347/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9098, Loss: 0.0332
Epoch  23 Batch  348/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9233, Loss: 0.0434
Epoch  23 Batch  349/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9215, Loss: 0.0367
Epoch  23 Batch  350/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9165, Loss: 0.0392
Epoch  23 Batch  351/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.8999, Loss: 0.0419
Epoch  23 Batch  352/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.8984, Loss: 0.0343
Epoch  23 Batch  353/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9123, Loss: 0.0484
Epoch  23 Batch  354/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9126, Loss: 0.0525
Epoch  23 Batch  355/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.8984, Loss: 0.0469
Epoch  23 Batch  356/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9027, Loss: 0.0464
Epoch  23 Batch  357/1077 - Train Accuracy: 0.9115, Validation Accuracy: 0.9087, Loss: 0.0419
Epoch  23 Batch  358/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9151, Loss: 0.0497
Epoch  23 Batch  359/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9201, Loss: 0.0402
Epoch  23 Batch  360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9297, Loss: 0.0348
Epoch  23 Batch  361/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9247, Loss: 0.0347
Epoch  23 Batch  362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9219, Loss: 0.0517
Epoch  23 Batch  363/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9229, Loss: 0.0444
Epoch  23 Batch  364/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9318, Loss: 0.0607
Epoch  23 Batch  365/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9240, Loss: 0.0353
Epoch  23 Batch  366/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9197, Loss: 0.0389
Epoch  23 Batch  367/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0347
Epoch  23 Batch  368/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9283, Loss: 0.0453
Epoch  23 Batch  369/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9237, Loss: 0.0440
Epoch  23 Batch  370/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9265, Loss: 0.0410
Epoch  23 Batch  371/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9308, Loss: 0.0335
Epoch  23 Batch  372/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0397
Epoch  23 Batch  373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0306
Epoch  23 Batch  374/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9190, Loss: 0.0389
Epoch  23 Batch  375/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9187, Loss: 0.0331
Epoch  23 Batch  376/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9134, Loss: 0.0459
Epoch  23 Batch  377/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9137, Loss: 0.0394
Epoch  23 Batch  378/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9141, Loss: 0.0321
Epoch  23 Batch  379/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9151, Loss: 0.0532
Epoch  23 Batch  380/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9148, Loss: 0.0358
Epoch  23 Batch  381/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9148, Loss: 0.0557
Epoch  23 Batch  382/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9077, Loss: 0.0577
Epoch  23 Batch  383/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9173, Loss: 0.0430
Epoch  23 Batch  384/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9091, Loss: 0.0354
Epoch  23 Batch  385/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9141, Loss: 0.0323
Epoch  23 Batch  386/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9123, Loss: 0.0411
Epoch  23 Batch  387/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9080, Loss: 0.0421
Epoch  23 Batch  388/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9137, Loss: 0.0574
Epoch  23 Batch  389/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9244, Loss: 0.0449
Epoch  23 Batch  390/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9244, Loss: 0.0539
Epoch  23 Batch  391/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9290, Loss: 0.0462
Epoch  23 Batch  392/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9286, Loss: 0.0505
Epoch  23 Batch  393/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9290, Loss: 0.0359
Epoch  23 Batch  394/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9293, Loss: 0.0409
Epoch  23 Batch  395/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9148, Loss: 0.0379
Epoch  23 Batch  396/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0445
Epoch  23 Batch  397/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9158, Loss: 0.0416
Epoch  23 Batch  398/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0452
Epoch  23 Batch  399/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9137, Loss: 0.0436
Epoch  23 Batch  400/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0477
Epoch  23 Batch  401/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0386
Epoch  23 Batch  402/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9194, Loss: 0.0329
Epoch  23 Batch  403/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9148, Loss: 0.0545
Epoch  23 Batch  404/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9016, Loss: 0.0434
Epoch  23 Batch  405/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.8999, Loss: 0.0495
Epoch  23 Batch  406/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.8988, Loss: 0.0426
Epoch  23 Batch  407/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.8991, Loss: 0.0483
Epoch  23 Batch  408/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9066, Loss: 0.0476
Epoch  23 Batch  409/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9055, Loss: 0.0444
Epoch  23 Batch  410/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9052, Loss: 0.0547
Epoch  23 Batch  411/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9123, Loss: 0.0488
Epoch  23 Batch  412/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9119, Loss: 0.0404
Epoch  23 Batch  413/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9070, Loss: 0.0388
Epoch  23 Batch  414/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9123, Loss: 0.0417
Epoch  23 Batch  415/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9080, Loss: 0.0525
Epoch  23 Batch  416/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9158, Loss: 0.0457
Epoch  23 Batch  417/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9187, Loss: 0.0606
Epoch  23 Batch  418/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9233, Loss: 0.0397
Epoch  23 Batch  419/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9205, Loss: 0.0362
Epoch  23 Batch  420/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0393
Epoch  23 Batch  421/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9261, Loss: 0.0600
Epoch  23 Batch  422/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9155, Loss: 0.0347
Epoch  23 Batch  423/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9020, Loss: 0.0454
Epoch  23 Batch  424/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9055, Loss: 0.0441
Epoch  23 Batch  425/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9048, Loss: 0.0392
Epoch  23 Batch  426/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9059, Loss: 0.0509
Epoch  23 Batch  427/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9112, Loss: 0.0372
Epoch  23 Batch  428/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9105, Loss: 0.0375
Epoch  23 Batch  429/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9187, Loss: 0.0360
Epoch  23 Batch  430/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9087, Loss: 0.0427
Epoch  23 Batch  431/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9109, Loss: 0.0353
Epoch  23 Batch  432/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9109, Loss: 0.0430
Epoch  23 Batch  433/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9087, Loss: 0.0455
Epoch  23 Batch  434/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.8952, Loss: 0.0437
Epoch  23 Batch  435/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9002, Loss: 0.0479
Epoch  23 Batch  436/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9041, Loss: 0.0446
Epoch  23 Batch  437/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9009, Loss: 0.0356
Epoch  23 Batch  438/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9102, Loss: 0.0423
Epoch  23 Batch  439/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9141, Loss: 0.0468
Epoch  23 Batch  440/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9137, Loss: 0.0525
Epoch  23 Batch  441/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9190, Loss: 0.0432
Epoch  23 Batch  442/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9134, Loss: 0.0475
Epoch  23 Batch  443/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9176, Loss: 0.0382
Epoch  23 Batch  444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9116, Loss: 0.0443
Epoch  23 Batch  445/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9059, Loss: 0.0495
Epoch  23 Batch  446/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.8928, Loss: 0.0324
Epoch  23 Batch  447/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.8935, Loss: 0.0451
Epoch  23 Batch  448/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.8885, Loss: 0.0477
Epoch  23 Batch  449/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.8888, Loss: 0.0503
Epoch  23 Batch  450/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.8967, Loss: 0.0477
Epoch  23 Batch  451/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.8960, Loss: 0.0413
Epoch  23 Batch  452/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9112, Loss: 0.0373
Epoch  23 Batch  453/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9066, Loss: 0.0401
Epoch  23 Batch  454/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9137, Loss: 0.0552
Epoch  23 Batch  455/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9112, Loss: 0.0424
Epoch  23 Batch  456/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9130, Loss: 0.0455
Epoch  23 Batch  457/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9073, Loss: 0.0332
Epoch  23 Batch  458/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9169, Loss: 0.0494
Epoch  23 Batch  459/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9144, Loss: 0.0444
Epoch  23 Batch  460/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9169, Loss: 0.0464
Epoch  23 Batch  461/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9169, Loss: 0.0435
Epoch  23 Batch  462/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9176, Loss: 0.0428
Epoch  23 Batch  463/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9176, Loss: 0.0419
Epoch  23 Batch  464/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9222, Loss: 0.0421
Epoch  23 Batch  465/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9162, Loss: 0.0562
Epoch  23 Batch  466/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9087, Loss: 0.0393
Epoch  23 Batch  467/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9087, Loss: 0.0486
Epoch  23 Batch  468/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9080, Loss: 0.0412
Epoch  23 Batch  469/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0365
Epoch  23 Batch  470/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9123, Loss: 0.0423
Epoch  23 Batch  471/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9123, Loss: 0.0332
Epoch  23 Batch  472/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9119, Loss: 0.0379
Epoch  23 Batch  473/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9155, Loss: 0.0413
Epoch  23 Batch  474/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9119, Loss: 0.0414
Epoch  23 Batch  475/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9197, Loss: 0.0435
Epoch  23 Batch  476/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9201, Loss: 0.0365
Epoch  23 Batch  477/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9201, Loss: 0.0460
Epoch  23 Batch  478/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0446
Epoch  23 Batch  479/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9141, Loss: 0.0528
Epoch  23 Batch  480/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9041, Loss: 0.0425
Epoch  23 Batch  481/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9013, Loss: 0.0435
Epoch  23 Batch  482/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9070, Loss: 0.0532
Epoch  23 Batch  483/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9212, Loss: 0.0502
Epoch  23 Batch  484/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9162, Loss: 0.0541
Epoch  23 Batch  485/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9141, Loss: 0.0417
Epoch  23 Batch  486/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9141, Loss: 0.0358
Epoch  23 Batch  487/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0346
Epoch  23 Batch  488/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9155, Loss: 0.0330
Epoch  23 Batch  489/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9105, Loss: 0.0359
Epoch  23 Batch  490/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9105, Loss: 0.0431
Epoch  23 Batch  491/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0497
Epoch  23 Batch  492/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9208, Loss: 0.0474
Epoch  23 Batch  493/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9176, Loss: 0.0324
Epoch  23 Batch  494/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0303
Epoch  23 Batch  495/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9187, Loss: 0.0383
Epoch  23 Batch  496/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9190, Loss: 0.0416
Epoch  23 Batch  497/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0401
Epoch  23 Batch  498/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9304, Loss: 0.0408
Epoch  23 Batch  499/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9240, Loss: 0.0361
Epoch  23 Batch  500/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9201, Loss: 0.0349
Epoch  23 Batch  501/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9148, Loss: 0.0446
Epoch  23 Batch  502/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9116, Loss: 0.0443
Epoch  23 Batch  503/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9091, Loss: 0.0345
Epoch  23 Batch  504/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9155, Loss: 0.0430
Epoch  23 Batch  505/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9080, Loss: 0.0333
Epoch  23 Batch  506/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9102, Loss: 0.0446
Epoch  23 Batch  507/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9084, Loss: 0.0430
Epoch  23 Batch  508/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9034, Loss: 0.0371
Epoch  23 Batch  509/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9126, Loss: 0.0459
Epoch  23 Batch  510/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9194, Loss: 0.0393
Epoch  23 Batch  511/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9176, Loss: 0.0467
Epoch  23 Batch  512/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9176, Loss: 0.0329
Epoch  23 Batch  513/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9130, Loss: 0.0469
Epoch  23 Batch  514/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9180, Loss: 0.0427
Epoch  23 Batch  515/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9102, Loss: 0.0442
Epoch  23 Batch  516/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9091, Loss: 0.0469
Epoch  23 Batch  517/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9045, Loss: 0.0418
Epoch  23 Batch  518/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9048, Loss: 0.0353
Epoch  23 Batch  519/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0442
Epoch  23 Batch  520/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9197, Loss: 0.0351
Epoch  23 Batch  521/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9201, Loss: 0.0415
Epoch  23 Batch  522/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9201, Loss: 0.0530
Epoch  23 Batch  523/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9222, Loss: 0.0443
Epoch  23 Batch  524/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0453
Epoch  23 Batch  525/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9183, Loss: 0.0365
Epoch  23 Batch  526/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9183, Loss: 0.0346
Epoch  23 Batch  527/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9169, Loss: 0.0368
Epoch  23 Batch  528/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9201, Loss: 0.0376
Epoch  23 Batch  529/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9205, Loss: 0.0366
Epoch  23 Batch  530/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9148, Loss: 0.0440
Epoch  23 Batch  531/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9070, Loss: 0.0424
Epoch  23 Batch  532/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9070, Loss: 0.0486
Epoch  23 Batch  533/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9137, Loss: 0.0444
Epoch  23 Batch  534/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9148, Loss: 0.0450
Epoch  23 Batch  535/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9031, Loss: 0.0449
Epoch  23 Batch  536/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9013, Loss: 0.0503
Epoch  23 Batch  537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9045, Loss: 0.0347
Epoch  23 Batch  538/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.8991, Loss: 0.0308
Epoch  23 Batch  539/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9084, Loss: 0.0520
Epoch  23 Batch  540/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9201, Loss: 0.0374
Epoch  23 Batch  541/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9180, Loss: 0.0391
Epoch  23 Batch  542/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9180, Loss: 0.0381
Epoch  23 Batch  543/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9176, Loss: 0.0405
Epoch  23 Batch  544/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9176, Loss: 0.0269
Epoch  23 Batch  545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9229, Loss: 0.0400
Epoch  23 Batch  546/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9251, Loss: 0.0490
Epoch  23 Batch  547/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9222, Loss: 0.0346
Epoch  23 Batch  548/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9165, Loss: 0.0529
Epoch  23 Batch  549/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9077, Loss: 0.0531
Epoch  23 Batch  550/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9077, Loss: 0.0399
Epoch  23 Batch  551/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9176, Loss: 0.0465
Epoch  23 Batch  552/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0492
Epoch  23 Batch  553/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0503
Epoch  23 Batch  554/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9233, Loss: 0.0399
Epoch  23 Batch  555/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9165, Loss: 0.0402
Epoch  23 Batch  556/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9165, Loss: 0.0346
Epoch  23 Batch  557/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9176, Loss: 0.0396
Epoch  23 Batch  558/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9173, Loss: 0.0360
Epoch  23 Batch  559/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9176, Loss: 0.0402
Epoch  23 Batch  560/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9183, Loss: 0.0416
Epoch  23 Batch  561/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9261, Loss: 0.0396
Epoch  23 Batch  562/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9180, Loss: 0.0343
Epoch  23 Batch  563/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9226, Loss: 0.0465
Epoch  23 Batch  564/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9094, Loss: 0.0478
Epoch  23 Batch  565/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9102, Loss: 0.0491
Epoch  23 Batch  566/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9151, Loss: 0.0481
Epoch  23 Batch  567/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9240, Loss: 0.0412
Epoch  23 Batch  568/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9119, Loss: 0.0373
Epoch  23 Batch  569/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9087, Loss: 0.0500
Epoch  23 Batch  570/1077 - Train Accuracy: 0.8910, Validation Accuracy: 0.9165, Loss: 0.0497
Epoch  23 Batch  571/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9105, Loss: 0.0391
Epoch  23 Batch  572/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9105, Loss: 0.0443
Epoch  23 Batch  573/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9080, Loss: 0.0647
Epoch  23 Batch  574/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9055, Loss: 0.0453
Epoch  23 Batch  575/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9105, Loss: 0.0340
Epoch  23 Batch  576/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9077, Loss: 0.0430
Epoch  23 Batch  577/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9077, Loss: 0.0398
Epoch  23 Batch  578/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9098, Loss: 0.0411
Epoch  23 Batch  579/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9240, Loss: 0.0427
Epoch  23 Batch  580/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9293, Loss: 0.0321
Epoch  23 Batch  581/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9226, Loss: 0.0332
Epoch  23 Batch  582/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9123, Loss: 0.0365
Epoch  23 Batch  583/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9215, Loss: 0.0517
Epoch  23 Batch  584/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9187, Loss: 0.0449
Epoch  23 Batch  585/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9233, Loss: 0.0316
Epoch  23 Batch  586/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9233, Loss: 0.0360
Epoch  23 Batch  587/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9304, Loss: 0.0432
Epoch  23 Batch  588/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9339, Loss: 0.0351
Epoch  23 Batch  589/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9361, Loss: 0.0378
Epoch  23 Batch  590/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9286, Loss: 0.0501
Epoch  23 Batch  591/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9244, Loss: 0.0403
Epoch  23 Batch  592/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9244, Loss: 0.0453
Epoch  23 Batch  593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9300, Loss: 0.0586
Epoch  23 Batch  594/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9343, Loss: 0.0457
Epoch  23 Batch  595/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9347, Loss: 0.0390
Epoch  23 Batch  596/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9290, Loss: 0.0420
Epoch  23 Batch  597/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9173, Loss: 0.0384
Epoch  23 Batch  598/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9155, Loss: 0.0462
Epoch  23 Batch  599/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9155, Loss: 0.0623
Epoch  23 Batch  600/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0496
Epoch  23 Batch  601/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9219, Loss: 0.0450
Epoch  23 Batch  602/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0460
Epoch  23 Batch  603/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9180, Loss: 0.0489
Epoch  23 Batch  604/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9162, Loss: 0.0654
Epoch  23 Batch  605/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9155, Loss: 0.0482
Epoch  23 Batch  606/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0353
Epoch  23 Batch  607/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9233, Loss: 0.0474
Epoch  23 Batch  608/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9183, Loss: 0.0482
Epoch  23 Batch  609/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9244, Loss: 0.0484
Epoch  23 Batch  610/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9258, Loss: 0.0512
Epoch  23 Batch  611/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9212, Loss: 0.0464
Epoch  23 Batch  612/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9144, Loss: 0.0327
Epoch  23 Batch  613/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.8981, Loss: 0.0500
Epoch  23 Batch  614/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9034, Loss: 0.0477
Epoch  23 Batch  615/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9041, Loss: 0.0341
Epoch  23 Batch  616/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9087, Loss: 0.0408
Epoch  23 Batch  617/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9137, Loss: 0.0375
Epoch  23 Batch  618/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9190, Loss: 0.0462
Epoch  23 Batch  619/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0374
Epoch  23 Batch  620/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9254, Loss: 0.0345
Epoch  23 Batch  621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9208, Loss: 0.0416
Epoch  23 Batch  622/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9123, Loss: 0.0457
Epoch  23 Batch  623/1077 - Train Accuracy: 0.9012, Validation Accuracy: 0.9158, Loss: 0.0487
Epoch  23 Batch  624/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9293, Loss: 0.0465
Epoch  23 Batch  625/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0396
Epoch  23 Batch  626/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9023, Loss: 0.0339
Epoch  23 Batch  627/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9027, Loss: 0.0370
Epoch  23 Batch  628/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9045, Loss: 0.0423
Epoch  23 Batch  629/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.8970, Loss: 0.0442
Epoch  23 Batch  630/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9031, Loss: 0.0404
Epoch  23 Batch  631/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9144, Loss: 0.0500
Epoch  23 Batch  632/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9151, Loss: 0.0409
Epoch  23 Batch  633/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0379
Epoch  23 Batch  634/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9325, Loss: 0.0295
Epoch  23 Batch  635/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9350, Loss: 0.0451
Epoch  23 Batch  636/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9311, Loss: 0.0416
Epoch  23 Batch  637/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9311, Loss: 0.0428
Epoch  23 Batch  638/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9286, Loss: 0.0350
Epoch  23 Batch  639/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9368, Loss: 0.0494
Epoch  23 Batch  640/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9347, Loss: 0.0372
Epoch  23 Batch  641/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9318, Loss: 0.0369
Epoch  23 Batch  642/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9229, Loss: 0.0410
Epoch  23 Batch  643/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9087, Loss: 0.0333
Epoch  23 Batch  644/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9048, Loss: 0.0389
Epoch  23 Batch  645/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9016, Loss: 0.0414
Epoch  23 Batch  646/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9045, Loss: 0.0391
Epoch  23 Batch  647/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9102, Loss: 0.0507
Epoch  23 Batch  648/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9190, Loss: 0.0363
Epoch  23 Batch  649/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9148, Loss: 0.0357
Epoch  23 Batch  650/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9087, Loss: 0.0362
Epoch  23 Batch  651/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9141, Loss: 0.0416
Epoch  23 Batch  652/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9094, Loss: 0.0442
Epoch  23 Batch  653/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9137, Loss: 0.0464
Epoch  23 Batch  654/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9123, Loss: 0.0395
Epoch  23 Batch  655/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9137, Loss: 0.0578
Epoch  23 Batch  656/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9158, Loss: 0.0399
Epoch  23 Batch  657/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9102, Loss: 0.0470
Epoch  23 Batch  658/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9173, Loss: 0.0309
Epoch  23 Batch  659/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9158, Loss: 0.0475
Epoch  23 Batch  660/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9176, Loss: 0.0388
Epoch  23 Batch  661/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9162, Loss: 0.0429
Epoch  23 Batch  662/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9112, Loss: 0.0385
Epoch  23 Batch  663/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9226, Loss: 0.0344
Epoch  23 Batch  664/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0452
Epoch  23 Batch  665/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9379, Loss: 0.0360
Epoch  23 Batch  666/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9325, Loss: 0.0407
Epoch  23 Batch  667/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9339, Loss: 0.0472
Epoch  23 Batch  668/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9197, Loss: 0.0365
Epoch  23 Batch  669/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9144, Loss: 0.0331
Epoch  23 Batch  670/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9070, Loss: 0.0375
Epoch  23 Batch  671/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9006, Loss: 0.0411
Epoch  23 Batch  672/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9006, Loss: 0.0312
Epoch  23 Batch  673/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9006, Loss: 0.0482
Epoch  23 Batch  674/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.8999, Loss: 0.0409
Epoch  23 Batch  675/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9027, Loss: 0.0451
Epoch  23 Batch  676/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9244, Loss: 0.0406
Epoch  23 Batch  677/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9187, Loss: 0.0514
Epoch  23 Batch  678/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9141, Loss: 0.0354
Epoch  23 Batch  679/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9151, Loss: 0.0396
Epoch  23 Batch  680/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9187, Loss: 0.0443
Epoch  23 Batch  681/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9190, Loss: 0.0369
Epoch  23 Batch  682/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9144, Loss: 0.0422
Epoch  23 Batch  683/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9222, Loss: 0.0361
Epoch  23 Batch  684/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9258, Loss: 0.0354
Epoch  23 Batch  685/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9208, Loss: 0.0457
Epoch  23 Batch  686/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9215, Loss: 0.0332
Epoch  23 Batch  687/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9265, Loss: 0.0463
Epoch  23 Batch  688/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9205, Loss: 0.0347
Epoch  23 Batch  689/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9261, Loss: 0.0311
Epoch  23 Batch  690/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9254, Loss: 0.0447
Epoch  23 Batch  691/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9286, Loss: 0.0441
Epoch  23 Batch  692/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9286, Loss: 0.0372
Epoch  23 Batch  693/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9343, Loss: 0.0612
Epoch  23 Batch  694/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9300, Loss: 0.0364
Epoch  23 Batch  695/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9322, Loss: 0.0394
Epoch  23 Batch  696/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9279, Loss: 0.0418
Epoch  23 Batch  697/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9205, Loss: 0.0371
Epoch  23 Batch  698/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9205, Loss: 0.0425
Epoch  23 Batch  699/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9155, Loss: 0.0406
Epoch  23 Batch  700/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9091, Loss: 0.0354
Epoch  23 Batch  701/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9105, Loss: 0.0418
Epoch  23 Batch  702/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9098, Loss: 0.0535
Epoch  23 Batch  703/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9219, Loss: 0.0460
Epoch  23 Batch  704/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9268, Loss: 0.0551
Epoch  23 Batch  705/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9339, Loss: 0.0449
Epoch  23 Batch  706/1077 - Train Accuracy: 0.8891, Validation Accuracy: 0.9244, Loss: 0.0561
Epoch  23 Batch  707/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9194, Loss: 0.0459
Epoch  23 Batch  708/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9087, Loss: 0.0401
Epoch  23 Batch  709/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9094, Loss: 0.0494
Epoch  23 Batch  710/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9187, Loss: 0.0275
Epoch  23 Batch  711/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9137, Loss: 0.0533
Epoch  23 Batch  712/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9173, Loss: 0.0337
Epoch  23 Batch  713/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9158, Loss: 0.0374
Epoch  23 Batch  714/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9109, Loss: 0.0381
Epoch  23 Batch  715/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9112, Loss: 0.0417
Epoch  23 Batch  716/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9109, Loss: 0.0314
Epoch  23 Batch  717/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9073, Loss: 0.0331
Epoch  23 Batch  718/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9144, Loss: 0.0423
Epoch  23 Batch  719/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9148, Loss: 0.0399
Epoch  23 Batch  720/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9151, Loss: 0.0421
Epoch  23 Batch  721/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9194, Loss: 0.0437
Epoch  23 Batch  722/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9148, Loss: 0.0338
Epoch  23 Batch  723/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9205, Loss: 0.0461
Epoch  23 Batch  724/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9137, Loss: 0.0439
Epoch  23 Batch  725/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9183, Loss: 0.0318
Epoch  23 Batch  726/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9169, Loss: 0.0372
Epoch  23 Batch  727/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9169, Loss: 0.0377
Epoch  23 Batch  728/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9165, Loss: 0.0536
Epoch  23 Batch  729/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9151, Loss: 0.0463
Epoch  23 Batch  730/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9148, Loss: 0.0530
Epoch  23 Batch  731/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9162, Loss: 0.0404
Epoch  23 Batch  732/1077 - Train Accuracy: 0.9087, Validation Accuracy: 0.9119, Loss: 0.0492
Epoch  23 Batch  733/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9080, Loss: 0.0552
Epoch  23 Batch  734/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9130, Loss: 0.0447
Epoch  23 Batch  735/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0317
Epoch  23 Batch  736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9258, Loss: 0.0373
Epoch  23 Batch  737/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0449
Epoch  23 Batch  738/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9208, Loss: 0.0285
Epoch  23 Batch  739/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0381
Epoch  23 Batch  740/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9297, Loss: 0.0292
Epoch  23 Batch  741/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9297, Loss: 0.0424
Epoch  23 Batch  742/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9276, Loss: 0.0402
Epoch  23 Batch  743/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9272, Loss: 0.0414
Epoch  23 Batch  744/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9222, Loss: 0.0414
Epoch  23 Batch  745/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9222, Loss: 0.0445
Epoch  23 Batch  746/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9201, Loss: 0.0359
Epoch  23 Batch  747/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9197, Loss: 0.0342
Epoch  23 Batch  748/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9261, Loss: 0.0360
Epoch  23 Batch  749/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9190, Loss: 0.0354
Epoch  23 Batch  750/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9233, Loss: 0.0375
Epoch  23 Batch  751/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9205, Loss: 0.0501
Epoch  23 Batch  752/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9158, Loss: 0.0392
Epoch  23 Batch  753/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0365
Epoch  23 Batch  754/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9134, Loss: 0.0476
Epoch  23 Batch  755/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9180, Loss: 0.0474
Epoch  23 Batch  756/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9201, Loss: 0.0413
Epoch  23 Batch  757/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9201, Loss: 0.0459
Epoch  23 Batch  758/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9290, Loss: 0.0349
Epoch  23 Batch  759/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9258, Loss: 0.0363
Epoch  23 Batch  760/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0445
Epoch  23 Batch  761/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0412
Epoch  23 Batch  762/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9244, Loss: 0.0354
Epoch  23 Batch  763/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9247, Loss: 0.0458
Epoch  23 Batch  764/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9297, Loss: 0.0452
Epoch  23 Batch  765/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9300, Loss: 0.0490
Epoch  23 Batch  766/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9215, Loss: 0.0462
Epoch  23 Batch  767/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9144, Loss: 0.0408
Epoch  23 Batch  768/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9279, Loss: 0.0406
Epoch  23 Batch  769/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9343, Loss: 0.0428
Epoch  23 Batch  770/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9251, Loss: 0.0413
Epoch  23 Batch  771/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9268, Loss: 0.0414
Epoch  23 Batch  772/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9276, Loss: 0.0390
Epoch  23 Batch  773/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9347, Loss: 0.0359
Epoch  23 Batch  774/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9425, Loss: 0.0449
Epoch  23 Batch  775/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9418, Loss: 0.0379
Epoch  23 Batch  776/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9368, Loss: 0.0405
Epoch  23 Batch  777/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9339, Loss: 0.0351
Epoch  23 Batch  778/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9375, Loss: 0.0462
Epoch  23 Batch  779/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9265, Loss: 0.0411
Epoch  23 Batch  780/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9290, Loss: 0.0540
Epoch  23 Batch  781/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9268, Loss: 0.0315
Epoch  23 Batch  782/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9254, Loss: 0.0424
Epoch  23 Batch  783/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9254, Loss: 0.0447
Epoch  23 Batch  784/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9229, Loss: 0.0309
Epoch  23 Batch  785/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9176, Loss: 0.0378
Epoch  23 Batch  786/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9148, Loss: 0.0417
Epoch  23 Batch  787/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9165, Loss: 0.0409
Epoch  23 Batch  788/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9187, Loss: 0.0399
Epoch  23 Batch  789/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9336, Loss: 0.0465
Epoch  23 Batch  790/1077 - Train Accuracy: 0.8914, Validation Accuracy: 0.9311, Loss: 0.0448
Epoch  23 Batch  791/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9208, Loss: 0.0505
Epoch  23 Batch  792/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9183, Loss: 0.0457
Epoch  23 Batch  793/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9130, Loss: 0.0402
Epoch  23 Batch  794/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9187, Loss: 0.0304
Epoch  23 Batch  795/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9229, Loss: 0.0487
Epoch  23 Batch  796/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9212, Loss: 0.0402
Epoch  23 Batch  797/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9237, Loss: 0.0408
Epoch  23 Batch  798/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0370
Epoch  23 Batch  799/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9396, Loss: 0.0504
Epoch  23 Batch  800/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0333
Epoch  23 Batch  801/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0397
Epoch  23 Batch  802/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9329, Loss: 0.0501
Epoch  23 Batch  803/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9325, Loss: 0.0462
Epoch  23 Batch  804/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0360
Epoch  23 Batch  805/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9155, Loss: 0.0446
Epoch  23 Batch  806/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9116, Loss: 0.0360
Epoch  23 Batch  807/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9070, Loss: 0.0332
Epoch  23 Batch  808/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9062, Loss: 0.0521
Epoch  23 Batch  809/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9148, Loss: 0.0615
Epoch  23 Batch  810/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9272, Loss: 0.0375
Epoch  23 Batch  811/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9258, Loss: 0.0433
Epoch  23 Batch  812/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9215, Loss: 0.0456
Epoch  23 Batch  813/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9194, Loss: 0.0440
Epoch  23 Batch  814/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9109, Loss: 0.0473
Epoch  23 Batch  815/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9148, Loss: 0.0446
Epoch  23 Batch  816/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9212, Loss: 0.0402
Epoch  23 Batch  817/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9162, Loss: 0.0438
Epoch  23 Batch  818/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9109, Loss: 0.0400
Epoch  23 Batch  819/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9130, Loss: 0.0402
Epoch  23 Batch  820/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9190, Loss: 0.0435
Epoch  23 Batch  821/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9240, Loss: 0.0409
Epoch  23 Batch  822/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0377
Epoch  23 Batch  823/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0366
Epoch  23 Batch  824/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0469
Epoch  23 Batch  825/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9261, Loss: 0.0354
Epoch  23 Batch  826/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9283, Loss: 0.0359
Epoch  23 Batch  827/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9276, Loss: 0.0441
Epoch  23 Batch  828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0346
Epoch  23 Batch  829/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9339, Loss: 0.0513
Epoch  23 Batch  830/1077 - Train Accuracy: 0.8832, Validation Accuracy: 0.9393, Loss: 0.0471
Epoch  23 Batch  831/1077 - Train Accuracy: 0.9031, Validation Accuracy: 0.9297, Loss: 0.0392
Epoch  23 Batch  832/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0354
Epoch  23 Batch  833/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9286, Loss: 0.0486
Epoch  23 Batch  834/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9293, Loss: 0.0417
Epoch  23 Batch  835/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9293, Loss: 0.0461
Epoch  23 Batch  836/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9304, Loss: 0.0399
Epoch  23 Batch  837/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9407, Loss: 0.0469
Epoch  23 Batch  838/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9265, Loss: 0.0360
Epoch  23 Batch  839/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9212, Loss: 0.0361
Epoch  23 Batch  840/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0386
Epoch  23 Batch  841/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9212, Loss: 0.0560
Epoch  23 Batch  842/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9237, Loss: 0.0349
Epoch  23 Batch  843/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9233, Loss: 0.0349
Epoch  23 Batch  844/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9237, Loss: 0.0349
Epoch  23 Batch  845/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9290, Loss: 0.0391
Epoch  23 Batch  846/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9261, Loss: 0.0546
Epoch  23 Batch  847/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0446
Epoch  23 Batch  848/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9297, Loss: 0.0341
Epoch  23 Batch  849/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9247, Loss: 0.0360
Epoch  23 Batch  850/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9151, Loss: 0.0584
Epoch  23 Batch  851/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9197, Loss: 0.0519
Epoch  23 Batch  852/1077 - Train Accuracy: 0.8977, Validation Accuracy: 0.9194, Loss: 0.0571
Epoch  23 Batch  853/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9258, Loss: 0.0401
Epoch  23 Batch  854/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9261, Loss: 0.0463
Epoch  23 Batch  855/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9393, Loss: 0.0508
Epoch  23 Batch  856/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9393, Loss: 0.0435
Epoch  23 Batch  857/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9368, Loss: 0.0345
Epoch  23 Batch  858/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9268, Loss: 0.0326
Epoch  23 Batch  859/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9219, Loss: 0.0407
Epoch  23 Batch  860/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9169, Loss: 0.0432
Epoch  23 Batch  861/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.8999, Loss: 0.0391
Epoch  23 Batch  862/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.8970, Loss: 0.0395
Epoch  23 Batch  863/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9027, Loss: 0.0388
Epoch  23 Batch  864/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9094, Loss: 0.0439
Epoch  23 Batch  865/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9190, Loss: 0.0388
Epoch  23 Batch  866/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9180, Loss: 0.0459
Epoch  23 Batch  867/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9183, Loss: 0.0819
Epoch  23 Batch  868/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9187, Loss: 0.0431
Epoch  23 Batch  869/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9197, Loss: 0.0415
Epoch  23 Batch  870/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9215, Loss: 0.0399
Epoch  23 Batch  871/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9265, Loss: 0.0355
Epoch  23 Batch  872/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9304, Loss: 0.0383
Epoch  23 Batch  873/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9212, Loss: 0.0412
Epoch  23 Batch  874/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9300, Loss: 0.0440
Epoch  23 Batch  875/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9208, Loss: 0.0424
Epoch  23 Batch  876/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9208, Loss: 0.0361
Epoch  23 Batch  877/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9119, Loss: 0.0365
Epoch  23 Batch  878/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9123, Loss: 0.0378
Epoch  23 Batch  879/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9087, Loss: 0.0302
Epoch  23 Batch  880/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9080, Loss: 0.0478
Epoch  23 Batch  881/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9123, Loss: 0.0422
Epoch  23 Batch  882/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9123, Loss: 0.0456
Epoch  23 Batch  883/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9126, Loss: 0.0564
Epoch  23 Batch  884/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9226, Loss: 0.0399
Epoch  23 Batch  885/1077 - Train Accuracy: 0.9485, Validation Accuracy: 0.9276, Loss: 0.0278
Epoch  23 Batch  886/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9222, Loss: 0.0343
Epoch  23 Batch  887/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9141, Loss: 0.0500
Epoch  23 Batch  888/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9190, Loss: 0.0447
Epoch  23 Batch  889/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9215, Loss: 0.0411
Epoch  23 Batch  890/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0425
Epoch  23 Batch  891/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9251, Loss: 0.0434
Epoch  23 Batch  892/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9261, Loss: 0.0371
Epoch  23 Batch  893/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9329, Loss: 0.0420
Epoch  23 Batch  894/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9276, Loss: 0.0369
Epoch  23 Batch  895/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9222, Loss: 0.0345
Epoch  23 Batch  896/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9219, Loss: 0.0396
Epoch  23 Batch  897/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9219, Loss: 0.0334
Epoch  23 Batch  898/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9137, Loss: 0.0380
Epoch  23 Batch  899/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9087, Loss: 0.0398
Epoch  23 Batch  900/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9087, Loss: 0.0446
Epoch  23 Batch  901/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9031, Loss: 0.0577
Epoch  23 Batch  902/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9031, Loss: 0.0479
Epoch  23 Batch  903/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9112, Loss: 0.0372
Epoch  23 Batch  904/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9158, Loss: 0.0357
Epoch  23 Batch  905/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9155, Loss: 0.0316
Epoch  23 Batch  906/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9208, Loss: 0.0360
Epoch  23 Batch  907/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9183, Loss: 0.0413
Epoch  23 Batch  908/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9134, Loss: 0.0466
Epoch  23 Batch  909/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9197, Loss: 0.0482
Epoch  23 Batch  910/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9272, Loss: 0.0469
Epoch  23 Batch  911/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9279, Loss: 0.0576
Epoch  23 Batch  912/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9276, Loss: 0.0353
Epoch  23 Batch  913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9279, Loss: 0.0501
Epoch  23 Batch  914/1077 - Train Accuracy: 0.9372, Validation Accuracy: 0.9222, Loss: 0.0749
Epoch  23 Batch  915/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9233, Loss: 0.0356
Epoch  23 Batch  916/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9197, Loss: 0.0435
Epoch  23 Batch  917/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9251, Loss: 0.0451
Epoch  23 Batch  918/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9233, Loss: 0.0402
Epoch  23 Batch  919/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9237, Loss: 0.0306
Epoch  23 Batch  920/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9237, Loss: 0.0358
Epoch  23 Batch  921/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9237, Loss: 0.0446
Epoch  23 Batch  922/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9180, Loss: 0.0433
Epoch  23 Batch  923/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9212, Loss: 0.0314
Epoch  23 Batch  924/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9130, Loss: 0.0492
Epoch  23 Batch  925/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9137, Loss: 0.0342
Epoch  23 Batch  926/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9208, Loss: 0.0511
Epoch  23 Batch  927/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9261, Loss: 0.0477
Epoch  23 Batch  928/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0434
Epoch  23 Batch  929/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9176, Loss: 0.0399
Epoch  23 Batch  930/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9205, Loss: 0.0275
Epoch  23 Batch  931/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9126, Loss: 0.0409
Epoch  23 Batch  932/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9183, Loss: 0.0393
Epoch  23 Batch  933/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0397
Epoch  23 Batch  934/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9308, Loss: 0.0364
Epoch  23 Batch  935/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9240, Loss: 0.0414
Epoch  23 Batch  936/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9276, Loss: 0.0466
Epoch  23 Batch  937/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9197, Loss: 0.0552
Epoch  23 Batch  938/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9229, Loss: 0.0449
Epoch  23 Batch  939/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9371, Loss: 0.0478
Epoch  23 Batch  940/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9325, Loss: 0.0349
Epoch  23 Batch  941/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9339, Loss: 0.0317
Epoch  23 Batch  942/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9229, Loss: 0.0456
Epoch  23 Batch  943/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9237, Loss: 0.0366
Epoch  23 Batch  944/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9339, Loss: 0.0370
Epoch  23 Batch  945/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9265, Loss: 0.0327
Epoch  23 Batch  946/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9290, Loss: 0.0295
Epoch  23 Batch  947/1077 - Train Accuracy: 0.8968, Validation Accuracy: 0.9240, Loss: 0.0508
Epoch  23 Batch  948/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9201, Loss: 0.0376
Epoch  23 Batch  949/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9201, Loss: 0.0304
Epoch  23 Batch  950/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9155, Loss: 0.0377
Epoch  23 Batch  951/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9134, Loss: 0.0420
Epoch  23 Batch  952/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9137, Loss: 0.0302
Epoch  23 Batch  953/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9137, Loss: 0.0321
Epoch  23 Batch  954/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9219, Loss: 0.0436
Epoch  23 Batch  955/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9212, Loss: 0.0477
Epoch  23 Batch  956/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9283, Loss: 0.0409
Epoch  23 Batch  957/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9180, Loss: 0.0328
Epoch  23 Batch  958/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9180, Loss: 0.0465
Epoch  23 Batch  959/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9105, Loss: 0.0456
Epoch  23 Batch  960/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9165, Loss: 0.0391
Epoch  23 Batch  961/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0293
Epoch  23 Batch  962/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9162, Loss: 0.0403
Epoch  23 Batch  963/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9215, Loss: 0.0487
Epoch  23 Batch  964/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9215, Loss: 0.0310
Epoch  23 Batch  965/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0520
Epoch  23 Batch  966/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9265, Loss: 0.0374
Epoch  23 Batch  967/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9311, Loss: 0.0465
Epoch  23 Batch  968/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0496
Epoch  23 Batch  969/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9233, Loss: 0.0498
Epoch  23 Batch  970/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9286, Loss: 0.0391
Epoch  23 Batch  971/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0451
Epoch  23 Batch  972/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0448
Epoch  23 Batch  973/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9215, Loss: 0.0299
Epoch  23 Batch  974/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9176, Loss: 0.0346
Epoch  23 Batch  975/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9215, Loss: 0.0356
Epoch  23 Batch  976/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9130, Loss: 0.0333
Epoch  23 Batch  977/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9084, Loss: 0.0306
Epoch  23 Batch  978/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9091, Loss: 0.0393
Epoch  23 Batch  979/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9062, Loss: 0.0381
Epoch  23 Batch  980/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.8960, Loss: 0.0427
Epoch  23 Batch  981/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.8984, Loss: 0.0410
Epoch  23 Batch  982/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9070, Loss: 0.0430
Epoch  23 Batch  983/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9126, Loss: 0.0386
Epoch  23 Batch  984/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9176, Loss: 0.0442
Epoch  23 Batch  985/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9077, Loss: 0.0342
Epoch  23 Batch  986/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9119, Loss: 0.0353
Epoch  23 Batch  987/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9119, Loss: 0.0354
Epoch  23 Batch  988/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9169, Loss: 0.0466
Epoch  23 Batch  989/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9130, Loss: 0.0433
Epoch  23 Batch  990/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9116, Loss: 0.0463
Epoch  23 Batch  991/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9123, Loss: 0.0400
Epoch  23 Batch  992/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9158, Loss: 0.0443
Epoch  23 Batch  993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9109, Loss: 0.0261
Epoch  23 Batch  994/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9059, Loss: 0.0345
Epoch  23 Batch  995/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9059, Loss: 0.0383
Epoch  23 Batch  996/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9059, Loss: 0.0370
Epoch  23 Batch  997/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9105, Loss: 0.0421
Epoch  23 Batch  998/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9102, Loss: 0.0343
Epoch  23 Batch  999/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9094, Loss: 0.0452
Epoch  23 Batch 1000/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9094, Loss: 0.0390
Epoch  23 Batch 1001/1077 - Train Accuracy: 0.9247, Validation Accuracy: 0.9094, Loss: 0.0321
Epoch  23 Batch 1002/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9098, Loss: 0.0313
Epoch  23 Batch 1003/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9148, Loss: 0.0393
Epoch  23 Batch 1004/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9148, Loss: 0.0398
Epoch  23 Batch 1005/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9094, Loss: 0.0379
Epoch  23 Batch 1006/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9087, Loss: 0.0343
Epoch  23 Batch 1007/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9144, Loss: 0.0350
Epoch  23 Batch 1008/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9194, Loss: 0.0402
Epoch  23 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9240, Loss: 0.0274
Epoch  23 Batch 1010/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9251, Loss: 0.0361
Epoch  23 Batch 1011/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9112, Loss: 0.0357
Epoch  23 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9258, Loss: 0.0310
Epoch  23 Batch 1013/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9258, Loss: 0.0284
Epoch  23 Batch 1014/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9258, Loss: 0.0343
Epoch  23 Batch 1015/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9208, Loss: 0.0492
Epoch  23 Batch 1016/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9318, Loss: 0.0386
Epoch  23 Batch 1017/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0338
Epoch  23 Batch 1018/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9276, Loss: 0.0436
Epoch  23 Batch 1019/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9276, Loss: 0.0505
Epoch  23 Batch 1020/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9176, Loss: 0.0343
Epoch  23 Batch 1021/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9197, Loss: 0.0399
Epoch  23 Batch 1022/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9190, Loss: 0.0325
Epoch  23 Batch 1023/1077 - Train Accuracy: 0.9439, Validation Accuracy: 0.9169, Loss: 0.0406
Epoch  23 Batch 1024/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9119, Loss: 0.0444
Epoch  23 Batch 1025/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9123, Loss: 0.0363
Epoch  23 Batch 1026/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9123, Loss: 0.0462
Epoch  23 Batch 1027/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9201, Loss: 0.0369
Epoch  23 Batch 1028/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9112, Loss: 0.0386
Epoch  23 Batch 1029/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9226, Loss: 0.0336
Epoch  23 Batch 1030/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9219, Loss: 0.0385
Epoch  23 Batch 1031/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9173, Loss: 0.0441
Epoch  23 Batch 1032/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9272, Loss: 0.0439
Epoch  23 Batch 1033/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9268, Loss: 0.0415
Epoch  23 Batch 1034/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9265, Loss: 0.0351
Epoch  23 Batch 1035/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9318, Loss: 0.0272
Epoch  23 Batch 1036/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9318, Loss: 0.0597
Epoch  23 Batch 1037/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9205, Loss: 0.0386
Epoch  23 Batch 1038/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0449
Epoch  23 Batch 1039/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9098, Loss: 0.0349
Epoch  23 Batch 1040/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9119, Loss: 0.0384
Epoch  23 Batch 1041/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0442
Epoch  23 Batch 1042/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9237, Loss: 0.0377
Epoch  23 Batch 1043/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0570
Epoch  23 Batch 1044/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9244, Loss: 0.0449
Epoch  23 Batch 1045/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9290, Loss: 0.0464
Epoch  23 Batch 1046/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0339
Epoch  23 Batch 1047/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9297, Loss: 0.0336
Epoch  23 Batch 1048/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9244, Loss: 0.0452
Epoch  23 Batch 1049/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9215, Loss: 0.0408
Epoch  23 Batch 1050/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9254, Loss: 0.0302
Epoch  23 Batch 1051/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9276, Loss: 0.0451
Epoch  23 Batch 1052/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9354, Loss: 0.0339
Epoch  23 Batch 1053/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0408
Epoch  23 Batch 1054/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9315, Loss: 0.0399
Epoch  23 Batch 1055/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9332, Loss: 0.0537
Epoch  23 Batch 1056/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9261, Loss: 0.0350
Epoch  23 Batch 1057/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9261, Loss: 0.0410
Epoch  23 Batch 1058/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9233, Loss: 0.0475
Epoch  23 Batch 1059/1077 - Train Accuracy: 0.8927, Validation Accuracy: 0.9251, Loss: 0.0603
Epoch  23 Batch 1060/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9201, Loss: 0.0407
Epoch  23 Batch 1061/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9308, Loss: 0.0631
Epoch  23 Batch 1062/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9229, Loss: 0.0492
Epoch  23 Batch 1063/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9112, Loss: 0.0447
Epoch  23 Batch 1064/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9183, Loss: 0.0424
Epoch  23 Batch 1065/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0470
Epoch  23 Batch 1066/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9240, Loss: 0.0364
Epoch  23 Batch 1067/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9247, Loss: 0.0483
Epoch  23 Batch 1068/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9290, Loss: 0.0347
Epoch  23 Batch 1069/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9343, Loss: 0.0386
Epoch  23 Batch 1070/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9361, Loss: 0.0416
Epoch  23 Batch 1071/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9293, Loss: 0.0403
Epoch  23 Batch 1072/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9293, Loss: 0.0408
Epoch  23 Batch 1073/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0435
Epoch  23 Batch 1074/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9329, Loss: 0.0604
Epoch  23 Batch 1075/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9283, Loss: 0.0507
Epoch  24 Batch    1/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9194, Loss: 0.0318
Epoch  24 Batch    2/1077 - Train Accuracy: 0.9153, Validation Accuracy: 0.9219, Loss: 0.0422
Epoch  24 Batch    3/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9219, Loss: 0.0467
Epoch  24 Batch    4/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9226, Loss: 0.0371
Epoch  24 Batch    5/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9102, Loss: 0.0528
Epoch  24 Batch    6/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9105, Loss: 0.0358
Epoch  24 Batch    7/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9155, Loss: 0.0389
Epoch  24 Batch    8/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9180, Loss: 0.0346
Epoch  24 Batch    9/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9130, Loss: 0.0358
Epoch  24 Batch   10/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9176, Loss: 0.0416
Epoch  24 Batch   11/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9116, Loss: 0.0438
Epoch  24 Batch   12/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9162, Loss: 0.0392
Epoch  24 Batch   13/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9162, Loss: 0.0563
Epoch  24 Batch   14/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9226, Loss: 0.0332
Epoch  24 Batch   15/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9286, Loss: 0.0392
Epoch  24 Batch   16/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0379
Epoch  24 Batch   17/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9283, Loss: 0.0358
Epoch  24 Batch   18/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0370
Epoch  24 Batch   19/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9293, Loss: 0.0335
Epoch  24 Batch   20/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9300, Loss: 0.0353
Epoch  24 Batch   21/1077 - Train Accuracy: 0.9109, Validation Accuracy: 0.9304, Loss: 0.0474
Epoch  24 Batch   22/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9237, Loss: 0.0469
Epoch  24 Batch   23/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9165, Loss: 0.0338
Epoch  24 Batch   24/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9116, Loss: 0.0414
Epoch  24 Batch   25/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9208, Loss: 0.0319
Epoch  24 Batch   26/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9187, Loss: 0.0456
Epoch  24 Batch   27/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9158, Loss: 0.0298
Epoch  24 Batch   28/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9357, Loss: 0.0377
Epoch  24 Batch   29/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9237, Loss: 0.0385
Epoch  24 Batch   30/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9180, Loss: 0.0358
Epoch  24 Batch   31/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9180, Loss: 0.0400
Epoch  24 Batch   32/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9130, Loss: 0.0348
Epoch  24 Batch   33/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9215, Loss: 0.0375
Epoch  24 Batch   34/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9116, Loss: 0.0433
Epoch  24 Batch   35/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9112, Loss: 0.0408
Epoch  24 Batch   36/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9087, Loss: 0.0365
Epoch  24 Batch   37/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9105, Loss: 0.0354
Epoch  24 Batch   38/1077 - Train Accuracy: 0.9132, Validation Accuracy: 0.9205, Loss: 0.0512
Epoch  24 Batch   39/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9208, Loss: 0.0549
Epoch  24 Batch   40/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9208, Loss: 0.0346
Epoch  24 Batch   41/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9066, Loss: 0.0319
Epoch  24 Batch   42/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9070, Loss: 0.0547
Epoch  24 Batch   43/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9141, Loss: 0.0281
Epoch  24 Batch   44/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9144, Loss: 0.0318
Epoch  24 Batch   45/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9141, Loss: 0.0427
Epoch  24 Batch   46/1077 - Train Accuracy: 0.9071, Validation Accuracy: 0.9226, Loss: 0.0471
Epoch  24 Batch   47/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9265, Loss: 0.0378
Epoch  24 Batch   48/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9311, Loss: 0.0522
Epoch  24 Batch   49/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9293, Loss: 0.0527
Epoch  24 Batch   50/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9268, Loss: 0.0370
Epoch  24 Batch   51/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9293, Loss: 0.0392
Epoch  24 Batch   52/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9212, Loss: 0.0584
Epoch  24 Batch   53/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9293, Loss: 0.0412
Epoch  24 Batch   54/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9169, Loss: 0.0624
Epoch  24 Batch   55/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9222, Loss: 0.0354
Epoch  24 Batch   56/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9183, Loss: 0.0328
Epoch  24 Batch   57/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9222, Loss: 0.0434
Epoch  24 Batch   58/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9311, Loss: 0.0349
Epoch  24 Batch   59/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9268, Loss: 0.0397
Epoch  24 Batch   60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9215, Loss: 0.0293
Epoch  24 Batch   61/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9222, Loss: 0.0413
Epoch  24 Batch   62/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9318, Loss: 0.0470
Epoch  24 Batch   63/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9400, Loss: 0.0294
Epoch  24 Batch   64/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0352
Epoch  24 Batch   65/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9254, Loss: 0.0402
Epoch  24 Batch   66/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9251, Loss: 0.0279
Epoch  24 Batch   67/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9240, Loss: 0.0348
Epoch  24 Batch   68/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9268, Loss: 0.0475
Epoch  24 Batch   69/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0478
Epoch  24 Batch   70/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9165, Loss: 0.0491
Epoch  24 Batch   71/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9265, Loss: 0.0285
Epoch  24 Batch   72/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9173, Loss: 0.0422
Epoch  24 Batch   73/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9169, Loss: 0.0404
Epoch  24 Batch   74/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9229, Loss: 0.0364
Epoch  24 Batch   75/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9375, Loss: 0.0550
Epoch  24 Batch   76/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0357
Epoch  24 Batch   77/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9371, Loss: 0.0390
Epoch  24 Batch   78/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9418, Loss: 0.0408
Epoch  24 Batch   79/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9311, Loss: 0.0358
Epoch  24 Batch   80/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9197, Loss: 0.0413
Epoch  24 Batch   81/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9091, Loss: 0.0379
Epoch  24 Batch   82/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9158, Loss: 0.0397
Epoch  24 Batch   83/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9162, Loss: 0.0366
Epoch  24 Batch   84/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9215, Loss: 0.0359
Epoch  24 Batch   85/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9215, Loss: 0.0394
Epoch  24 Batch   86/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9254, Loss: 0.0395
Epoch  24 Batch   87/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9229, Loss: 0.0520
Epoch  24 Batch   88/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9254, Loss: 0.0461
Epoch  24 Batch   89/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9308, Loss: 0.0466
Epoch  24 Batch   90/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9208, Loss: 0.0330
Epoch  24 Batch   91/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9329, Loss: 0.0384
Epoch  24 Batch   92/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9148, Loss: 0.0423
Epoch  24 Batch   93/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9102, Loss: 0.0386
Epoch  24 Batch   94/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9134, Loss: 0.0314
Epoch  24 Batch   95/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9084, Loss: 0.0427
Epoch  24 Batch   96/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9176, Loss: 0.0410
Epoch  24 Batch   97/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9197, Loss: 0.0394
Epoch  24 Batch   98/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9194, Loss: 0.0461
Epoch  24 Batch   99/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9268, Loss: 0.0351
Epoch  24 Batch  100/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9332, Loss: 0.0391
Epoch  24 Batch  101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9229, Loss: 0.0351
Epoch  24 Batch  102/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9180, Loss: 0.0335
Epoch  24 Batch  103/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9254, Loss: 0.0536
Epoch  24 Batch  104/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9066, Loss: 0.0425
Epoch  24 Batch  105/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9070, Loss: 0.0390
Epoch  24 Batch  106/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9062, Loss: 0.0480
Epoch  24 Batch  107/1077 - Train Accuracy: 0.9048, Validation Accuracy: 0.9059, Loss: 0.0404
Epoch  24 Batch  108/1077 - Train Accuracy: 0.9045, Validation Accuracy: 0.9041, Loss: 0.0450
Epoch  24 Batch  109/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9052, Loss: 0.0410
Epoch  24 Batch  110/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9141, Loss: 0.0327
Epoch  24 Batch  111/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9197, Loss: 0.0393
Epoch  24 Batch  112/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9268, Loss: 0.0317
Epoch  24 Batch  113/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0451
Epoch  24 Batch  114/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9332, Loss: 0.0361
Epoch  24 Batch  115/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9308, Loss: 0.0502
Epoch  24 Batch  116/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9244, Loss: 0.0598
Epoch  24 Batch  117/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9396, Loss: 0.0395
Epoch  24 Batch  118/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9350, Loss: 0.0435
Epoch  24 Batch  119/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9379, Loss: 0.0344
Epoch  24 Batch  120/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9407, Loss: 0.0488
Epoch  24 Batch  121/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9414, Loss: 0.0388
Epoch  24 Batch  122/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9414, Loss: 0.0352
Epoch  24 Batch  123/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9311, Loss: 0.0290
Epoch  24 Batch  124/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9304, Loss: 0.0444
Epoch  24 Batch  125/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9276, Loss: 0.0499
Epoch  24 Batch  126/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9364, Loss: 0.0349
Epoch  24 Batch  127/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9379, Loss: 0.0355
Epoch  24 Batch  128/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9379, Loss: 0.0388
Epoch  24 Batch  129/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9336, Loss: 0.0488
Epoch  24 Batch  130/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9332, Loss: 0.0375
Epoch  24 Batch  131/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9261, Loss: 0.0431
Epoch  24 Batch  132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9144, Loss: 0.0361
Epoch  24 Batch  133/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9155, Loss: 0.0327
Epoch  24 Batch  134/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9155, Loss: 0.0401
Epoch  24 Batch  135/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9197, Loss: 0.0399
Epoch  24 Batch  136/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9212, Loss: 0.0327
Epoch  24 Batch  137/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9212, Loss: 0.0344
Epoch  24 Batch  138/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9165, Loss: 0.0395
Epoch  24 Batch  139/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9165, Loss: 0.0393
Epoch  24 Batch  140/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9091, Loss: 0.0324
Epoch  24 Batch  141/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9091, Loss: 0.0382
Epoch  24 Batch  142/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9226, Loss: 0.0384
Epoch  24 Batch  143/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9130, Loss: 0.0427
Epoch  24 Batch  144/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9087, Loss: 0.0537
Epoch  24 Batch  145/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9084, Loss: 0.0413
Epoch  24 Batch  146/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9077, Loss: 0.0750
Epoch  24 Batch  147/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9080, Loss: 0.0354
Epoch  24 Batch  148/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9034, Loss: 0.0444
Epoch  24 Batch  149/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9208, Loss: 0.0351
Epoch  24 Batch  150/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9229, Loss: 0.0395
Epoch  24 Batch  151/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9105, Loss: 0.0342
Epoch  24 Batch  152/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0488
Epoch  24 Batch  153/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9247, Loss: 0.0497
Epoch  24 Batch  154/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9176, Loss: 0.0407
Epoch  24 Batch  155/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9183, Loss: 0.0356
Epoch  24 Batch  156/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9116, Loss: 0.0308
Epoch  24 Batch  157/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9173, Loss: 0.0330
Epoch  24 Batch  158/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9073, Loss: 0.0470
Epoch  24 Batch  159/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9123, Loss: 0.0388
Epoch  24 Batch  160/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9226, Loss: 0.0319
Epoch  24 Batch  161/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0306
Epoch  24 Batch  162/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9222, Loss: 0.0452
Epoch  24 Batch  163/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9222, Loss: 0.0536
Epoch  24 Batch  164/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9222, Loss: 0.0364
Epoch  24 Batch  165/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9173, Loss: 0.0590
Epoch  24 Batch  166/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9180, Loss: 0.0454
Epoch  24 Batch  167/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9226, Loss: 0.0367
Epoch  24 Batch  168/1077 - Train Accuracy: 0.9198, Validation Accuracy: 0.9258, Loss: 0.0511
Epoch  24 Batch  169/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9297, Loss: 0.0427
Epoch  24 Batch  170/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9197, Loss: 0.0448
Epoch  24 Batch  171/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9244, Loss: 0.0384
Epoch  24 Batch  172/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9180, Loss: 0.0333
Epoch  24 Batch  173/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9180, Loss: 0.0434
Epoch  24 Batch  174/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9116, Loss: 0.0351
Epoch  24 Batch  175/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9190, Loss: 0.0458
Epoch  24 Batch  176/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9151, Loss: 0.0431
Epoch  24 Batch  177/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9197, Loss: 0.0470
Epoch  24 Batch  178/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9308, Loss: 0.0398
Epoch  24 Batch  179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9237, Loss: 0.0401
Epoch  24 Batch  180/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9233, Loss: 0.0329
Epoch  24 Batch  181/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9279, Loss: 0.0462
Epoch  24 Batch  182/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9279, Loss: 0.0499
Epoch  24 Batch  183/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9258, Loss: 0.0489
Epoch  24 Batch  184/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9215, Loss: 0.0350
Epoch  24 Batch  185/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9290, Loss: 0.0383
Epoch  24 Batch  186/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9134, Loss: 0.0399
Epoch  24 Batch  187/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9134, Loss: 0.0293
Epoch  24 Batch  188/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9233, Loss: 0.0450
Epoch  24 Batch  189/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0379
Epoch  24 Batch  190/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9197, Loss: 0.0345
Epoch  24 Batch  191/1077 - Train Accuracy: 0.9300, Validation Accuracy: 0.9212, Loss: 0.0304
Epoch  24 Batch  192/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9212, Loss: 0.0439
Epoch  24 Batch  193/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9219, Loss: 0.0387
Epoch  24 Batch  194/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9222, Loss: 0.0307
Epoch  24 Batch  195/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9268, Loss: 0.0332
Epoch  24 Batch  196/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9276, Loss: 0.0321
Epoch  24 Batch  197/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0405
Epoch  24 Batch  198/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9339, Loss: 0.0383
Epoch  24 Batch  199/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9364, Loss: 0.0377
Epoch  24 Batch  200/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9297, Loss: 0.0401
Epoch  24 Batch  201/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9329, Loss: 0.0351
Epoch  24 Batch  202/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9279, Loss: 0.0365
Epoch  24 Batch  203/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9201, Loss: 0.0418
Epoch  24 Batch  204/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9183, Loss: 0.0542
Epoch  24 Batch  205/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9183, Loss: 0.0488
Epoch  24 Batch  206/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9183, Loss: 0.0338
Epoch  24 Batch  207/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9233, Loss: 0.0329
Epoch  24 Batch  208/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9197, Loss: 0.0372
Epoch  24 Batch  209/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0325
Epoch  24 Batch  210/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9297, Loss: 0.0371
Epoch  24 Batch  211/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9247, Loss: 0.0334
Epoch  24 Batch  212/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9290, Loss: 0.0359
Epoch  24 Batch  213/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9297, Loss: 0.0307
Epoch  24 Batch  214/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9137, Loss: 0.0337
Epoch  24 Batch  215/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9098, Loss: 0.0439
Epoch  24 Batch  216/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9094, Loss: 0.0400
Epoch  24 Batch  217/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9087, Loss: 0.0365
Epoch  24 Batch  218/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9134, Loss: 0.0446
Epoch  24 Batch  219/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0262
Epoch  24 Batch  220/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9293, Loss: 0.0412
Epoch  24 Batch  221/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9276, Loss: 0.0392
Epoch  24 Batch  222/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9244, Loss: 0.0337
Epoch  24 Batch  223/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9240, Loss: 0.0427
Epoch  24 Batch  224/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0389
Epoch  24 Batch  225/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9187, Loss: 0.0509
Epoch  24 Batch  226/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9141, Loss: 0.0376
Epoch  24 Batch  227/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9180, Loss: 0.0418
Epoch  24 Batch  228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0316
Epoch  24 Batch  229/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9215, Loss: 0.0374
Epoch  24 Batch  230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9279, Loss: 0.0369
Epoch  24 Batch  231/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9237, Loss: 0.0451
Epoch  24 Batch  232/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0325
Epoch  24 Batch  233/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9286, Loss: 0.0445
Epoch  24 Batch  234/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9237, Loss: 0.0422
Epoch  24 Batch  235/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9254, Loss: 0.0460
Epoch  24 Batch  236/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9258, Loss: 0.0396
Epoch  24 Batch  237/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9347, Loss: 0.0330
Epoch  24 Batch  238/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9308, Loss: 0.0381
Epoch  24 Batch  239/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9293, Loss: 0.0299
Epoch  24 Batch  240/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9254, Loss: 0.0312
Epoch  24 Batch  241/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9205, Loss: 0.0302
Epoch  24 Batch  242/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9286, Loss: 0.0349
Epoch  24 Batch  243/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9286, Loss: 0.0453
Epoch  24 Batch  244/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0348
Epoch  24 Batch  245/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9258, Loss: 0.0379
Epoch  24 Batch  246/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9258, Loss: 0.0420
Epoch  24 Batch  247/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9208, Loss: 0.0375
Epoch  24 Batch  248/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9173, Loss: 0.0381
Epoch  24 Batch  249/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9272, Loss: 0.0327
Epoch  24 Batch  250/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0387
Epoch  24 Batch  251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9304, Loss: 0.0463
Epoch  24 Batch  252/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9354, Loss: 0.0491
Epoch  24 Batch  253/1077 - Train Accuracy: 0.9155, Validation Accuracy: 0.9361, Loss: 0.0371
Epoch  24 Batch  254/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9315, Loss: 0.0458
Epoch  24 Batch  255/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9361, Loss: 0.0337
Epoch  24 Batch  256/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9311, Loss: 0.0617
Epoch  24 Batch  257/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9343, Loss: 0.0450
Epoch  24 Batch  258/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9293, Loss: 0.0338
Epoch  24 Batch  259/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0299
Epoch  24 Batch  260/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9286, Loss: 0.0338
Epoch  24 Batch  261/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0333
Epoch  24 Batch  262/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9293, Loss: 0.0339
Epoch  24 Batch  263/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0315
Epoch  24 Batch  264/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9261, Loss: 0.0371
Epoch  24 Batch  265/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9244, Loss: 0.0392
Epoch  24 Batch  266/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9237, Loss: 0.0400
Epoch  24 Batch  267/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9237, Loss: 0.0318
Epoch  24 Batch  268/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9180, Loss: 0.0487
Epoch  24 Batch  269/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9173, Loss: 0.0511
Epoch  24 Batch  270/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9183, Loss: 0.0499
Epoch  24 Batch  271/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9180, Loss: 0.0376
Epoch  24 Batch  272/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9190, Loss: 0.0654
Epoch  24 Batch  273/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9091, Loss: 0.0361
Epoch  24 Batch  274/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9091, Loss: 0.0402
Epoch  24 Batch  275/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9087, Loss: 0.0420
Epoch  24 Batch  276/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9087, Loss: 0.0603
Epoch  24 Batch  277/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9034, Loss: 0.0300
Epoch  24 Batch  278/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9091, Loss: 0.0472
Epoch  24 Batch  279/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0414
Epoch  24 Batch  280/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9141, Loss: 0.0409
Epoch  24 Batch  281/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9176, Loss: 0.0465
Epoch  24 Batch  282/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9183, Loss: 0.0520
Epoch  24 Batch  283/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9183, Loss: 0.0392
Epoch  24 Batch  284/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9155, Loss: 0.0385
Epoch  24 Batch  285/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9151, Loss: 0.0402
Epoch  24 Batch  286/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9148, Loss: 0.0376
Epoch  24 Batch  287/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9137, Loss: 0.0400
Epoch  24 Batch  288/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9084, Loss: 0.0455
Epoch  24 Batch  289/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9087, Loss: 0.0361
Epoch  24 Batch  290/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9041, Loss: 0.0609
Epoch  24 Batch  291/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9165, Loss: 0.0503
Epoch  24 Batch  292/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9116, Loss: 0.0389
Epoch  24 Batch  293/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9119, Loss: 0.0399
Epoch  24 Batch  294/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9119, Loss: 0.0371
Epoch  24 Batch  295/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9112, Loss: 0.0451
Epoch  24 Batch  296/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9165, Loss: 0.0371
Epoch  24 Batch  297/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9208, Loss: 0.0431
Epoch  24 Batch  298/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9208, Loss: 0.0454
Epoch  24 Batch  299/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9197, Loss: 0.0457
Epoch  24 Batch  300/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9197, Loss: 0.0326
Epoch  24 Batch  301/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9205, Loss: 0.0372
Epoch  24 Batch  302/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9180, Loss: 0.0360
Epoch  24 Batch  303/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9169, Loss: 0.0413
Epoch  24 Batch  304/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9134, Loss: 0.0436
Epoch  24 Batch  305/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9233, Loss: 0.0403
Epoch  24 Batch  306/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9233, Loss: 0.0499
Epoch  24 Batch  307/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9233, Loss: 0.0391
Epoch  24 Batch  308/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9233, Loss: 0.0424
Epoch  24 Batch  309/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9169, Loss: 0.0287
Epoch  24 Batch  310/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9215, Loss: 0.0405
Epoch  24 Batch  311/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9119, Loss: 0.0335
Epoch  24 Batch  312/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9123, Loss: 0.0471
Epoch  24 Batch  313/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9073, Loss: 0.0283
Epoch  24 Batch  314/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9130, Loss: 0.0434
Epoch  24 Batch  315/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9130, Loss: 0.0338
Epoch  24 Batch  316/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9130, Loss: 0.0404
Epoch  24 Batch  317/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9094, Loss: 0.0448
Epoch  24 Batch  318/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9151, Loss: 0.0321
Epoch  24 Batch  319/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0474
Epoch  24 Batch  320/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0532
Epoch  24 Batch  321/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9297, Loss: 0.0379
Epoch  24 Batch  322/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9254, Loss: 0.0372
Epoch  24 Batch  323/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9212, Loss: 0.0368
Epoch  24 Batch  324/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9237, Loss: 0.0355
Epoch  24 Batch  325/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9237, Loss: 0.0385
Epoch  24 Batch  326/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9272, Loss: 0.0344
Epoch  24 Batch  327/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9222, Loss: 0.0475
Epoch  24 Batch  328/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0481
Epoch  24 Batch  329/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9173, Loss: 0.0406
Epoch  24 Batch  330/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9180, Loss: 0.0401
Epoch  24 Batch  331/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9187, Loss: 0.0393
Epoch  24 Batch  332/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9091, Loss: 0.0279
Epoch  24 Batch  333/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9119, Loss: 0.0346
Epoch  24 Batch  334/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9169, Loss: 0.0371
Epoch  24 Batch  335/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9169, Loss: 0.0363
Epoch  24 Batch  336/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9173, Loss: 0.0713
Epoch  24 Batch  337/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9215, Loss: 0.0439
Epoch  24 Batch  338/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9141, Loss: 0.0554
Epoch  24 Batch  339/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0320
Epoch  24 Batch  340/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9176, Loss: 0.0380
Epoch  24 Batch  341/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9162, Loss: 0.0541
Epoch  24 Batch  342/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9187, Loss: 0.0336
Epoch  24 Batch  343/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0432
Epoch  24 Batch  344/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9134, Loss: 0.0380
Epoch  24 Batch  345/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9041, Loss: 0.0383
Epoch  24 Batch  346/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9087, Loss: 0.0397
Epoch  24 Batch  347/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9244, Loss: 0.0301
Epoch  24 Batch  348/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9165, Loss: 0.0388
Epoch  24 Batch  349/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9180, Loss: 0.0384
Epoch  24 Batch  350/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0400
Epoch  24 Batch  351/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9073, Loss: 0.0414
Epoch  24 Batch  352/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9084, Loss: 0.0303
Epoch  24 Batch  353/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9141, Loss: 0.0413
Epoch  24 Batch  354/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9322, Loss: 0.0503
Epoch  24 Batch  355/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9141, Loss: 0.0381
Epoch  24 Batch  356/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9158, Loss: 0.0415
Epoch  24 Batch  357/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9226, Loss: 0.0473
Epoch  24 Batch  358/1077 - Train Accuracy: 0.9186, Validation Accuracy: 0.9197, Loss: 0.0461
Epoch  24 Batch  359/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9315, Loss: 0.0397
Epoch  24 Batch  360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0315
Epoch  24 Batch  361/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9368, Loss: 0.0352
Epoch  24 Batch  362/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9339, Loss: 0.0486
Epoch  24 Batch  363/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9386, Loss: 0.0424
Epoch  24 Batch  364/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9393, Loss: 0.0543
Epoch  24 Batch  365/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9276, Loss: 0.0302
Epoch  24 Batch  366/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9268, Loss: 0.0322
Epoch  24 Batch  367/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9173, Loss: 0.0332
Epoch  24 Batch  368/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9165, Loss: 0.0431
Epoch  24 Batch  369/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9165, Loss: 0.0407
Epoch  24 Batch  370/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9173, Loss: 0.0371
Epoch  24 Batch  371/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9169, Loss: 0.0336
Epoch  24 Batch  372/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9148, Loss: 0.0308
Epoch  24 Batch  373/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9155, Loss: 0.0294
Epoch  24 Batch  374/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9002, Loss: 0.0355
Epoch  24 Batch  375/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9094, Loss: 0.0345
Epoch  24 Batch  376/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9123, Loss: 0.0431
Epoch  24 Batch  377/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9094, Loss: 0.0369
Epoch  24 Batch  378/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9158, Loss: 0.0302
Epoch  24 Batch  379/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0471
Epoch  24 Batch  380/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9219, Loss: 0.0356
Epoch  24 Batch  381/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9158, Loss: 0.0476
Epoch  24 Batch  382/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9205, Loss: 0.0532
Epoch  24 Batch  383/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9155, Loss: 0.0435
Epoch  24 Batch  384/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9315, Loss: 0.0323
Epoch  24 Batch  385/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9325, Loss: 0.0284
Epoch  24 Batch  386/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9329, Loss: 0.0347
Epoch  24 Batch  387/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9332, Loss: 0.0399
Epoch  24 Batch  388/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9286, Loss: 0.0537
Epoch  24 Batch  389/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9336, Loss: 0.0390
Epoch  24 Batch  390/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9336, Loss: 0.0501
Epoch  24 Batch  391/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9240, Loss: 0.0415
Epoch  24 Batch  392/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9244, Loss: 0.0480
Epoch  24 Batch  393/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9290, Loss: 0.0364
Epoch  24 Batch  394/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9379, Loss: 0.0377
Epoch  24 Batch  395/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9258, Loss: 0.0374
Epoch  24 Batch  396/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9258, Loss: 0.0435
Epoch  24 Batch  397/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9247, Loss: 0.0414
Epoch  24 Batch  398/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9229, Loss: 0.0409
Epoch  24 Batch  399/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9212, Loss: 0.0377
Epoch  24 Batch  400/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9286, Loss: 0.0423
Epoch  24 Batch  401/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9332, Loss: 0.0311
Epoch  24 Batch  402/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9279, Loss: 0.0300
Epoch  24 Batch  403/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9276, Loss: 0.0486
Epoch  24 Batch  404/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9233, Loss: 0.0379
Epoch  24 Batch  405/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9226, Loss: 0.0450
Epoch  24 Batch  406/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9123, Loss: 0.0355
Epoch  24 Batch  407/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0402
Epoch  24 Batch  408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9109, Loss: 0.0426
Epoch  24 Batch  409/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9155, Loss: 0.0377
Epoch  24 Batch  410/1077 - Train Accuracy: 0.9079, Validation Accuracy: 0.9212, Loss: 0.0541
Epoch  24 Batch  411/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9190, Loss: 0.0418
Epoch  24 Batch  412/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9251, Loss: 0.0341
Epoch  24 Batch  413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9091, Loss: 0.0344
Epoch  24 Batch  414/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9201, Loss: 0.0434
Epoch  24 Batch  415/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9155, Loss: 0.0444
Epoch  24 Batch  416/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9254, Loss: 0.0393
Epoch  24 Batch  417/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9304, Loss: 0.0543
Epoch  24 Batch  418/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9205, Loss: 0.0342
Epoch  24 Batch  419/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9208, Loss: 0.0325
Epoch  24 Batch  420/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9286, Loss: 0.0335
Epoch  24 Batch  421/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9286, Loss: 0.0540
Epoch  24 Batch  422/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9286, Loss: 0.0356
Epoch  24 Batch  423/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9237, Loss: 0.0405
Epoch  24 Batch  424/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9183, Loss: 0.0384
Epoch  24 Batch  425/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9212, Loss: 0.0353
Epoch  24 Batch  426/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9137, Loss: 0.0446
Epoch  24 Batch  427/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9130, Loss: 0.0334
Epoch  24 Batch  428/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9080, Loss: 0.0320
Epoch  24 Batch  429/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9183, Loss: 0.0337
Epoch  24 Batch  430/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9208, Loss: 0.0342
Epoch  24 Batch  431/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9119, Loss: 0.0313
Epoch  24 Batch  432/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9130, Loss: 0.0405
Epoch  24 Batch  433/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0394
Epoch  24 Batch  434/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9134, Loss: 0.0392
Epoch  24 Batch  435/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9112, Loss: 0.0456
Epoch  24 Batch  436/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9126, Loss: 0.0422
Epoch  24 Batch  437/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9109, Loss: 0.0303
Epoch  24 Batch  438/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9176, Loss: 0.0371
Epoch  24 Batch  439/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9087, Loss: 0.0473
Epoch  24 Batch  440/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9112, Loss: 0.0466
Epoch  24 Batch  441/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9112, Loss: 0.0366
Epoch  24 Batch  442/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9173, Loss: 0.0425
Epoch  24 Batch  443/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9265, Loss: 0.0352
Epoch  24 Batch  444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0414
Epoch  24 Batch  445/1077 - Train Accuracy: 0.8964, Validation Accuracy: 0.9180, Loss: 0.0471
Epoch  24 Batch  446/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9229, Loss: 0.0308
Epoch  24 Batch  447/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9197, Loss: 0.0352
Epoch  24 Batch  448/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9077, Loss: 0.0472
Epoch  24 Batch  449/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.8945, Loss: 0.0483
Epoch  24 Batch  450/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.8981, Loss: 0.0430
Epoch  24 Batch  451/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.8938, Loss: 0.0354
Epoch  24 Batch  452/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.8885, Loss: 0.0348
Epoch  24 Batch  453/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.8956, Loss: 0.0367
Epoch  24 Batch  454/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9013, Loss: 0.0492
Epoch  24 Batch  455/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9109, Loss: 0.0381
Epoch  24 Batch  456/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0390
Epoch  24 Batch  457/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9180, Loss: 0.0310
Epoch  24 Batch  458/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9279, Loss: 0.0425
Epoch  24 Batch  459/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9183, Loss: 0.0389
Epoch  24 Batch  460/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9229, Loss: 0.0435
Epoch  24 Batch  461/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9205, Loss: 0.0413
Epoch  24 Batch  462/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9233, Loss: 0.0420
Epoch  24 Batch  463/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9290, Loss: 0.0392
Epoch  24 Batch  464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9254, Loss: 0.0402
Epoch  24 Batch  465/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9258, Loss: 0.0522
Epoch  24 Batch  466/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9201, Loss: 0.0400
Epoch  24 Batch  467/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9229, Loss: 0.0419
Epoch  24 Batch  468/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0392
Epoch  24 Batch  469/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9233, Loss: 0.0344
Epoch  24 Batch  470/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9233, Loss: 0.0421
Epoch  24 Batch  471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9237, Loss: 0.0274
Epoch  24 Batch  472/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9286, Loss: 0.0373
Epoch  24 Batch  473/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9251, Loss: 0.0368
Epoch  24 Batch  474/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9283, Loss: 0.0370
Epoch  24 Batch  475/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9279, Loss: 0.0402
Epoch  24 Batch  476/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9297, Loss: 0.0302
Epoch  24 Batch  477/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9283, Loss: 0.0428
Epoch  24 Batch  478/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9300, Loss: 0.0439
Epoch  24 Batch  479/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9300, Loss: 0.0455
Epoch  24 Batch  480/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9254, Loss: 0.0411
Epoch  24 Batch  481/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9254, Loss: 0.0388
Epoch  24 Batch  482/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9258, Loss: 0.0443
Epoch  24 Batch  483/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9357, Loss: 0.0503
Epoch  24 Batch  484/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9205, Loss: 0.0458
Epoch  24 Batch  485/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9300, Loss: 0.0410
Epoch  24 Batch  486/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9364, Loss: 0.0357
Epoch  24 Batch  487/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0340
Epoch  24 Batch  488/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9332, Loss: 0.0277
Epoch  24 Batch  489/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9222, Loss: 0.0314
Epoch  24 Batch  490/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9201, Loss: 0.0427
Epoch  24 Batch  491/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9158, Loss: 0.0491
Epoch  24 Batch  492/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9119, Loss: 0.0440
Epoch  24 Batch  493/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9112, Loss: 0.0324
Epoch  24 Batch  494/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9176, Loss: 0.0296
Epoch  24 Batch  495/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9254, Loss: 0.0319
Epoch  24 Batch  496/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9336, Loss: 0.0377
Epoch  24 Batch  497/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9329, Loss: 0.0408
Epoch  24 Batch  498/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9265, Loss: 0.0380
Epoch  24 Batch  499/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9244, Loss: 0.0318
Epoch  24 Batch  500/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9222, Loss: 0.0327
Epoch  24 Batch  501/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9329, Loss: 0.0355
Epoch  24 Batch  502/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9375, Loss: 0.0425
Epoch  24 Batch  503/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0330
Epoch  24 Batch  504/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9371, Loss: 0.0382
Epoch  24 Batch  505/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9343, Loss: 0.0285
Epoch  24 Batch  506/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9343, Loss: 0.0428
Epoch  24 Batch  507/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9283, Loss: 0.0405
Epoch  24 Batch  508/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9233, Loss: 0.0351
Epoch  24 Batch  509/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9205, Loss: 0.0433
Epoch  24 Batch  510/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9084, Loss: 0.0344
Epoch  24 Batch  511/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9059, Loss: 0.0414
Epoch  24 Batch  512/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9098, Loss: 0.0296
Epoch  24 Batch  513/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9052, Loss: 0.0408
Epoch  24 Batch  514/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9048, Loss: 0.0354
Epoch  24 Batch  515/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9052, Loss: 0.0400
Epoch  24 Batch  516/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9020, Loss: 0.0369
Epoch  24 Batch  517/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9020, Loss: 0.0448
Epoch  24 Batch  518/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9091, Loss: 0.0371
Epoch  24 Batch  519/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9141, Loss: 0.0374
Epoch  24 Batch  520/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9190, Loss: 0.0303
Epoch  24 Batch  521/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9240, Loss: 0.0364
Epoch  24 Batch  522/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9276, Loss: 0.0531
Epoch  24 Batch  523/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0432
Epoch  24 Batch  524/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9283, Loss: 0.0430
Epoch  24 Batch  525/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9265, Loss: 0.0341
Epoch  24 Batch  526/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9297, Loss: 0.0361
Epoch  24 Batch  527/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9190, Loss: 0.0361
Epoch  24 Batch  528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9290, Loss: 0.0360
Epoch  24 Batch  529/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9329, Loss: 0.0370
Epoch  24 Batch  530/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9382, Loss: 0.0397
Epoch  24 Batch  531/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0411
Epoch  24 Batch  532/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9233, Loss: 0.0502
Epoch  24 Batch  533/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0387
Epoch  24 Batch  534/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9197, Loss: 0.0490
Epoch  24 Batch  535/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9197, Loss: 0.0391
Epoch  24 Batch  536/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9244, Loss: 0.0450
Epoch  24 Batch  537/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9293, Loss: 0.0347
Epoch  24 Batch  538/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9343, Loss: 0.0349
Epoch  24 Batch  539/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9286, Loss: 0.0515
Epoch  24 Batch  540/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9279, Loss: 0.0357
Epoch  24 Batch  541/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9265, Loss: 0.0362
Epoch  24 Batch  542/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9325, Loss: 0.0364
Epoch  24 Batch  543/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9403, Loss: 0.0349
Epoch  24 Batch  544/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9400, Loss: 0.0253
Epoch  24 Batch  545/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9258, Loss: 0.0389
Epoch  24 Batch  546/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9148, Loss: 0.0459
Epoch  24 Batch  547/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9141, Loss: 0.0329
Epoch  24 Batch  548/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9151, Loss: 0.0541
Epoch  24 Batch  549/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9183, Loss: 0.0494
Epoch  24 Batch  550/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9183, Loss: 0.0387
Epoch  24 Batch  551/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9240, Loss: 0.0435
Epoch  24 Batch  552/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9244, Loss: 0.0471
Epoch  24 Batch  553/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9258, Loss: 0.0495
Epoch  24 Batch  554/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9212, Loss: 0.0341
Epoch  24 Batch  555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9109, Loss: 0.0394
Epoch  24 Batch  556/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9105, Loss: 0.0320
Epoch  24 Batch  557/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9080, Loss: 0.0350
Epoch  24 Batch  558/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9158, Loss: 0.0326
Epoch  24 Batch  559/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9158, Loss: 0.0403
Epoch  24 Batch  560/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9205, Loss: 0.0411
Epoch  24 Batch  561/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9201, Loss: 0.0379
Epoch  24 Batch  562/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9201, Loss: 0.0348
Epoch  24 Batch  563/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9155, Loss: 0.0463
Epoch  24 Batch  564/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9148, Loss: 0.0477
Epoch  24 Batch  565/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9091, Loss: 0.0471
Epoch  24 Batch  566/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9134, Loss: 0.0439
Epoch  24 Batch  567/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9134, Loss: 0.0416
Epoch  24 Batch  568/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9187, Loss: 0.0363
Epoch  24 Batch  569/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9162, Loss: 0.0455
Epoch  24 Batch  570/1077 - Train Accuracy: 0.8976, Validation Accuracy: 0.9112, Loss: 0.0448
Epoch  24 Batch  571/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9123, Loss: 0.0337
Epoch  24 Batch  572/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9148, Loss: 0.0411
Epoch  24 Batch  573/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9155, Loss: 0.0608
Epoch  24 Batch  574/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9105, Loss: 0.0405
Epoch  24 Batch  575/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9222, Loss: 0.0317
Epoch  24 Batch  576/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9212, Loss: 0.0371
Epoch  24 Batch  577/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9329, Loss: 0.0404
Epoch  24 Batch  578/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9276, Loss: 0.0369
Epoch  24 Batch  579/1077 - Train Accuracy: 0.9004, Validation Accuracy: 0.9357, Loss: 0.0371
Epoch  24 Batch  580/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9283, Loss: 0.0310
Epoch  24 Batch  581/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9208, Loss: 0.0310
Epoch  24 Batch  582/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9183, Loss: 0.0370
Epoch  24 Batch  583/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9272, Loss: 0.0489
Epoch  24 Batch  584/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9343, Loss: 0.0406
Epoch  24 Batch  585/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9293, Loss: 0.0282
Epoch  24 Batch  586/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9297, Loss: 0.0320
Epoch  24 Batch  587/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9300, Loss: 0.0389
Epoch  24 Batch  588/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9336, Loss: 0.0339
Epoch  24 Batch  589/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0317
Epoch  24 Batch  590/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9286, Loss: 0.0490
Epoch  24 Batch  591/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9244, Loss: 0.0395
Epoch  24 Batch  592/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0419
Epoch  24 Batch  593/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9226, Loss: 0.0545
Epoch  24 Batch  594/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9109, Loss: 0.0436
Epoch  24 Batch  595/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9134, Loss: 0.0347
Epoch  24 Batch  596/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9134, Loss: 0.0410
Epoch  24 Batch  597/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9173, Loss: 0.0373
Epoch  24 Batch  598/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9219, Loss: 0.0398
Epoch  24 Batch  599/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9251, Loss: 0.0593
Epoch  24 Batch  600/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0464
Epoch  24 Batch  601/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9212, Loss: 0.0416
Epoch  24 Batch  602/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9261, Loss: 0.0386
Epoch  24 Batch  603/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9325, Loss: 0.0447
Epoch  24 Batch  604/1077 - Train Accuracy: 0.9023, Validation Accuracy: 0.9329, Loss: 0.0599
Epoch  24 Batch  605/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9322, Loss: 0.0526
Epoch  24 Batch  606/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9194, Loss: 0.0318
Epoch  24 Batch  607/1077 - Train Accuracy: 0.9357, Validation Accuracy: 0.9251, Loss: 0.0473
Epoch  24 Batch  608/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9283, Loss: 0.0460
Epoch  24 Batch  609/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0456
Epoch  24 Batch  610/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9187, Loss: 0.0447
Epoch  24 Batch  611/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9265, Loss: 0.0400
Epoch  24 Batch  612/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9229, Loss: 0.0311
Epoch  24 Batch  613/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9229, Loss: 0.0515
Epoch  24 Batch  614/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9180, Loss: 0.0412
Epoch  24 Batch  615/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9226, Loss: 0.0333
Epoch  24 Batch  616/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9240, Loss: 0.0377
Epoch  24 Batch  617/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9244, Loss: 0.0347
Epoch  24 Batch  618/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9315, Loss: 0.0430
Epoch  24 Batch  619/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9361, Loss: 0.0335
Epoch  24 Batch  620/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9311, Loss: 0.0330
Epoch  24 Batch  621/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9265, Loss: 0.0409
Epoch  24 Batch  622/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0460
Epoch  24 Batch  623/1077 - Train Accuracy: 0.8934, Validation Accuracy: 0.9311, Loss: 0.0495
Epoch  24 Batch  624/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9247, Loss: 0.0483
Epoch  24 Batch  625/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9197, Loss: 0.0379
Epoch  24 Batch  626/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9201, Loss: 0.0308
Epoch  24 Batch  627/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9254, Loss: 0.0326
Epoch  24 Batch  628/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9254, Loss: 0.0417
Epoch  24 Batch  629/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9233, Loss: 0.0428
Epoch  24 Batch  630/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0358
Epoch  24 Batch  631/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9325, Loss: 0.0441
Epoch  24 Batch  632/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9322, Loss: 0.0386
Epoch  24 Batch  633/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9265, Loss: 0.0388
Epoch  24 Batch  634/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9347, Loss: 0.0299
Epoch  24 Batch  635/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9325, Loss: 0.0463
Epoch  24 Batch  636/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0348
Epoch  24 Batch  637/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9244, Loss: 0.0400
Epoch  24 Batch  638/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9201, Loss: 0.0343
Epoch  24 Batch  639/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9222, Loss: 0.0413
Epoch  24 Batch  640/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9180, Loss: 0.0330
Epoch  24 Batch  641/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9112, Loss: 0.0348
Epoch  24 Batch  642/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9130, Loss: 0.0357
Epoch  24 Batch  643/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9137, Loss: 0.0349
Epoch  24 Batch  644/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9134, Loss: 0.0383
Epoch  24 Batch  645/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9187, Loss: 0.0426
Epoch  24 Batch  646/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9258, Loss: 0.0343
Epoch  24 Batch  647/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9194, Loss: 0.0454
Epoch  24 Batch  648/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9194, Loss: 0.0310
Epoch  24 Batch  649/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9219, Loss: 0.0374
Epoch  24 Batch  650/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9276, Loss: 0.0346
Epoch  24 Batch  651/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9276, Loss: 0.0367
Epoch  24 Batch  652/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9272, Loss: 0.0382
Epoch  24 Batch  653/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0436
Epoch  24 Batch  654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9339, Loss: 0.0371
Epoch  24 Batch  655/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9336, Loss: 0.0557
Epoch  24 Batch  656/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9247, Loss: 0.0369
Epoch  24 Batch  657/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9208, Loss: 0.0449
Epoch  24 Batch  658/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9237, Loss: 0.0264
Epoch  24 Batch  659/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9187, Loss: 0.0456
Epoch  24 Batch  660/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9187, Loss: 0.0370
Epoch  24 Batch  661/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9226, Loss: 0.0403
Epoch  24 Batch  662/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9180, Loss: 0.0385
Epoch  24 Batch  663/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9226, Loss: 0.0375
Epoch  24 Batch  664/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9283, Loss: 0.0386
Epoch  24 Batch  665/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9233, Loss: 0.0337
Epoch  24 Batch  666/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9226, Loss: 0.0492
Epoch  24 Batch  667/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9240, Loss: 0.0471
Epoch  24 Batch  668/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9286, Loss: 0.0373
Epoch  24 Batch  669/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9194, Loss: 0.0323
Epoch  24 Batch  670/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9237, Loss: 0.0375
Epoch  24 Batch  671/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9219, Loss: 0.0382
Epoch  24 Batch  672/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9173, Loss: 0.0342
Epoch  24 Batch  673/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9251, Loss: 0.0401
Epoch  24 Batch  674/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0352
Epoch  24 Batch  675/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9304, Loss: 0.0420
Epoch  24 Batch  676/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9375, Loss: 0.0369
Epoch  24 Batch  677/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0459
Epoch  24 Batch  678/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9375, Loss: 0.0337
Epoch  24 Batch  679/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9276, Loss: 0.0365
Epoch  24 Batch  680/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9325, Loss: 0.0422
Epoch  24 Batch  681/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9300, Loss: 0.0376
Epoch  24 Batch  682/1077 - Train Accuracy: 0.8887, Validation Accuracy: 0.9194, Loss: 0.0395
Epoch  24 Batch  683/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9272, Loss: 0.0379
Epoch  24 Batch  684/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0318
Epoch  24 Batch  685/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9276, Loss: 0.0432
Epoch  24 Batch  686/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9219, Loss: 0.0351
Epoch  24 Batch  687/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9318, Loss: 0.0407
Epoch  24 Batch  688/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9261, Loss: 0.0361
Epoch  24 Batch  689/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9315, Loss: 0.0288
Epoch  24 Batch  690/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9265, Loss: 0.0431
Epoch  24 Batch  691/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9268, Loss: 0.0385
Epoch  24 Batch  692/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0305
Epoch  24 Batch  693/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9386, Loss: 0.0600
Epoch  24 Batch  694/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9382, Loss: 0.0381
Epoch  24 Batch  695/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0386
Epoch  24 Batch  696/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9485, Loss: 0.0372
Epoch  24 Batch  697/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0325
Epoch  24 Batch  698/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0358
Epoch  24 Batch  699/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9315, Loss: 0.0338
Epoch  24 Batch  700/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9375, Loss: 0.0354
Epoch  24 Batch  701/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0443
Epoch  24 Batch  702/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9325, Loss: 0.0480
Epoch  24 Batch  703/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9354, Loss: 0.0391
Epoch  24 Batch  704/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9418, Loss: 0.0527
Epoch  24 Batch  705/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9439, Loss: 0.0431
Epoch  24 Batch  706/1077 - Train Accuracy: 0.9022, Validation Accuracy: 0.9308, Loss: 0.0557
Epoch  24 Batch  707/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9279, Loss: 0.0415
Epoch  24 Batch  708/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9254, Loss: 0.0393
Epoch  24 Batch  709/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9112, Loss: 0.0467
Epoch  24 Batch  710/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9112, Loss: 0.0257
Epoch  24 Batch  711/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9098, Loss: 0.0478
Epoch  24 Batch  712/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9144, Loss: 0.0301
Epoch  24 Batch  713/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9077, Loss: 0.0310
Epoch  24 Batch  714/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9098, Loss: 0.0396
Epoch  24 Batch  715/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9048, Loss: 0.0400
Epoch  24 Batch  716/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9038, Loss: 0.0314
Epoch  24 Batch  717/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9055, Loss: 0.0312
Epoch  24 Batch  718/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9105, Loss: 0.0377
Epoch  24 Batch  719/1077 - Train Accuracy: 0.9103, Validation Accuracy: 0.9109, Loss: 0.0420
Epoch  24 Batch  720/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9084, Loss: 0.0427
Epoch  24 Batch  721/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9116, Loss: 0.0412
Epoch  24 Batch  722/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9112, Loss: 0.0323
Epoch  24 Batch  723/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9169, Loss: 0.0401
Epoch  24 Batch  724/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9176, Loss: 0.0394
Epoch  24 Batch  725/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9151, Loss: 0.0329
Epoch  24 Batch  726/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9148, Loss: 0.0367
Epoch  24 Batch  727/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9208, Loss: 0.0322
Epoch  24 Batch  728/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0484
Epoch  24 Batch  729/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9283, Loss: 0.0473
Epoch  24 Batch  730/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0530
Epoch  24 Batch  731/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9229, Loss: 0.0372
Epoch  24 Batch  732/1077 - Train Accuracy: 0.8980, Validation Accuracy: 0.9226, Loss: 0.0464
Epoch  24 Batch  733/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0424
Epoch  24 Batch  734/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9212, Loss: 0.0399
Epoch  24 Batch  735/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9201, Loss: 0.0316
Epoch  24 Batch  736/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9130, Loss: 0.0354
Epoch  24 Batch  737/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9148, Loss: 0.0421
Epoch  24 Batch  738/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9105, Loss: 0.0283
Epoch  24 Batch  739/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9102, Loss: 0.0391
Epoch  24 Batch  740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9162, Loss: 0.0301
Epoch  24 Batch  741/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9219, Loss: 0.0421
Epoch  24 Batch  742/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9283, Loss: 0.0365
Epoch  24 Batch  743/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0425
Epoch  24 Batch  744/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9190, Loss: 0.0382
Epoch  24 Batch  745/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9173, Loss: 0.0431
Epoch  24 Batch  746/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9190, Loss: 0.0317
Epoch  24 Batch  747/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9173, Loss: 0.0345
Epoch  24 Batch  748/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9190, Loss: 0.0312
Epoch  24 Batch  749/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9119, Loss: 0.0336
Epoch  24 Batch  750/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9134, Loss: 0.0371
Epoch  24 Batch  751/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9155, Loss: 0.0463
Epoch  24 Batch  752/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9116, Loss: 0.0407
Epoch  24 Batch  753/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9116, Loss: 0.0366
Epoch  24 Batch  754/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9261, Loss: 0.0455
Epoch  24 Batch  755/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9244, Loss: 0.0440
Epoch  24 Batch  756/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9169, Loss: 0.0357
Epoch  24 Batch  757/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9212, Loss: 0.0392
Epoch  24 Batch  758/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9215, Loss: 0.0316
Epoch  24 Batch  759/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9265, Loss: 0.0339
Epoch  24 Batch  760/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9336, Loss: 0.0470
Epoch  24 Batch  761/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9286, Loss: 0.0372
Epoch  24 Batch  762/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9265, Loss: 0.0325
Epoch  24 Batch  763/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9137, Loss: 0.0440
Epoch  24 Batch  764/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9215, Loss: 0.0418
Epoch  24 Batch  765/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9233, Loss: 0.0478
Epoch  24 Batch  766/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9233, Loss: 0.0446
Epoch  24 Batch  767/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9233, Loss: 0.0400
Epoch  24 Batch  768/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9371, Loss: 0.0387
Epoch  24 Batch  769/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9347, Loss: 0.0408
Epoch  24 Batch  770/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9339, Loss: 0.0353
Epoch  24 Batch  771/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9371, Loss: 0.0346
Epoch  24 Batch  772/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9428, Loss: 0.0320
Epoch  24 Batch  773/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0337
Epoch  24 Batch  774/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9474, Loss: 0.0380
Epoch  24 Batch  775/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9460, Loss: 0.0387
Epoch  24 Batch  776/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9361, Loss: 0.0346
Epoch  24 Batch  777/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9361, Loss: 0.0352
Epoch  24 Batch  778/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9343, Loss: 0.0413
Epoch  24 Batch  779/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9279, Loss: 0.0357
Epoch  24 Batch  780/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9251, Loss: 0.0514
Epoch  24 Batch  781/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9226, Loss: 0.0279
Epoch  24 Batch  782/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9158, Loss: 0.0392
Epoch  24 Batch  783/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9325, Loss: 0.0448
Epoch  24 Batch  784/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9251, Loss: 0.0249
Epoch  24 Batch  785/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9229, Loss: 0.0329
Epoch  24 Batch  786/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9229, Loss: 0.0390
Epoch  24 Batch  787/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9244, Loss: 0.0418
Epoch  24 Batch  788/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9219, Loss: 0.0382
Epoch  24 Batch  789/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9208, Loss: 0.0417
Epoch  24 Batch  790/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9162, Loss: 0.0417
Epoch  24 Batch  791/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9162, Loss: 0.0426
Epoch  24 Batch  792/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9212, Loss: 0.0407
Epoch  24 Batch  793/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9134, Loss: 0.0374
Epoch  24 Batch  794/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9162, Loss: 0.0326
Epoch  24 Batch  795/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9162, Loss: 0.0469
Epoch  24 Batch  796/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9165, Loss: 0.0377
Epoch  24 Batch  797/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9123, Loss: 0.0363
Epoch  24 Batch  798/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9197, Loss: 0.0407
Epoch  24 Batch  799/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9205, Loss: 0.0505
Epoch  24 Batch  800/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9233, Loss: 0.0345
Epoch  24 Batch  801/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9247, Loss: 0.0390
Epoch  24 Batch  802/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9226, Loss: 0.0398
Epoch  24 Batch  803/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9222, Loss: 0.0401
Epoch  24 Batch  804/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0292
Epoch  24 Batch  805/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9215, Loss: 0.0419
Epoch  24 Batch  806/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9180, Loss: 0.0343
Epoch  24 Batch  807/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0325
Epoch  24 Batch  808/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9148, Loss: 0.0522
Epoch  24 Batch  809/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9151, Loss: 0.0605
Epoch  24 Batch  810/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9197, Loss: 0.0332
Epoch  24 Batch  811/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9197, Loss: 0.0356
Epoch  24 Batch  812/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9265, Loss: 0.0374
Epoch  24 Batch  813/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9272, Loss: 0.0389
Epoch  24 Batch  814/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9258, Loss: 0.0409
Epoch  24 Batch  815/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9187, Loss: 0.0445
Epoch  24 Batch  816/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9222, Loss: 0.0382
Epoch  24 Batch  817/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0441
Epoch  24 Batch  818/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9339, Loss: 0.0398
Epoch  24 Batch  819/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9244, Loss: 0.0402
Epoch  24 Batch  820/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9247, Loss: 0.0381
Epoch  24 Batch  821/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9180, Loss: 0.0364
Epoch  24 Batch  822/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9219, Loss: 0.0346
Epoch  24 Batch  823/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0386
Epoch  24 Batch  824/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9290, Loss: 0.0424
Epoch  24 Batch  825/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0314
Epoch  24 Batch  826/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9343, Loss: 0.0368
Epoch  24 Batch  827/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9329, Loss: 0.0399
Epoch  24 Batch  828/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9325, Loss: 0.0329
Epoch  24 Batch  829/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9279, Loss: 0.0504
Epoch  24 Batch  830/1077 - Train Accuracy: 0.8820, Validation Accuracy: 0.9308, Loss: 0.0439
Epoch  24 Batch  831/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9254, Loss: 0.0372
Epoch  24 Batch  832/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9276, Loss: 0.0336
Epoch  24 Batch  833/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9251, Loss: 0.0467
Epoch  24 Batch  834/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9251, Loss: 0.0377
Epoch  24 Batch  835/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9187, Loss: 0.0424
Epoch  24 Batch  836/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9265, Loss: 0.0384
Epoch  24 Batch  837/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9322, Loss: 0.0442
Epoch  24 Batch  838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9418, Loss: 0.0381
Epoch  24 Batch  839/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9435, Loss: 0.0306
Epoch  24 Batch  840/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9393, Loss: 0.0366
Epoch  24 Batch  841/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0565
Epoch  24 Batch  842/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9237, Loss: 0.0334
Epoch  24 Batch  843/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9222, Loss: 0.0330
Epoch  24 Batch  844/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9226, Loss: 0.0336
Epoch  24 Batch  845/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9162, Loss: 0.0362
Epoch  24 Batch  846/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9208, Loss: 0.0529
Epoch  24 Batch  847/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9201, Loss: 0.0450
Epoch  24 Batch  848/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9364, Loss: 0.0360
Epoch  24 Batch  849/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0309
Epoch  24 Batch  850/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0569
Epoch  24 Batch  851/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9350, Loss: 0.0540
Epoch  24 Batch  852/1077 - Train Accuracy: 0.9016, Validation Accuracy: 0.9318, Loss: 0.0596
Epoch  24 Batch  853/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9318, Loss: 0.0397
Epoch  24 Batch  854/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9336, Loss: 0.0462
Epoch  24 Batch  855/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9375, Loss: 0.0472
Epoch  24 Batch  856/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9300, Loss: 0.0401
Epoch  24 Batch  857/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0333
Epoch  24 Batch  858/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9343, Loss: 0.0374
Epoch  24 Batch  859/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9339, Loss: 0.0354
Epoch  24 Batch  860/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9290, Loss: 0.0387
Epoch  24 Batch  861/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9173, Loss: 0.0345
Epoch  24 Batch  862/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9165, Loss: 0.0413
Epoch  24 Batch  863/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9194, Loss: 0.0361
Epoch  24 Batch  864/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9190, Loss: 0.0364
Epoch  24 Batch  865/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9240, Loss: 0.0368
Epoch  24 Batch  866/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9311, Loss: 0.0416
Epoch  24 Batch  867/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0780
Epoch  24 Batch  868/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9297, Loss: 0.0435
Epoch  24 Batch  869/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0326
Epoch  24 Batch  870/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9325, Loss: 0.0373
Epoch  24 Batch  871/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9276, Loss: 0.0347
Epoch  24 Batch  872/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9293, Loss: 0.0385
Epoch  24 Batch  873/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9343, Loss: 0.0387
Epoch  24 Batch  874/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9442, Loss: 0.0405
Epoch  24 Batch  875/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9421, Loss: 0.0381
Epoch  24 Batch  876/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9371, Loss: 0.0300
Epoch  24 Batch  877/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9300, Loss: 0.0343
Epoch  24 Batch  878/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9347, Loss: 0.0332
Epoch  24 Batch  879/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9315, Loss: 0.0277
Epoch  24 Batch  880/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9322, Loss: 0.0449
Epoch  24 Batch  881/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0371
Epoch  24 Batch  882/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9215, Loss: 0.0410
Epoch  24 Batch  883/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9325, Loss: 0.0510
Epoch  24 Batch  884/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9318, Loss: 0.0420
Epoch  24 Batch  885/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9318, Loss: 0.0272
Epoch  24 Batch  886/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9375, Loss: 0.0325
Epoch  24 Batch  887/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0482
Epoch  24 Batch  888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9233, Loss: 0.0435
Epoch  24 Batch  889/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9276, Loss: 0.0381
Epoch  24 Batch  890/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9290, Loss: 0.0443
Epoch  24 Batch  891/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9315, Loss: 0.0392
Epoch  24 Batch  892/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9208, Loss: 0.0386
Epoch  24 Batch  893/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9268, Loss: 0.0397
Epoch  24 Batch  894/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9219, Loss: 0.0326
Epoch  24 Batch  895/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9219, Loss: 0.0344
Epoch  24 Batch  896/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9233, Loss: 0.0366
Epoch  24 Batch  897/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9226, Loss: 0.0301
Epoch  24 Batch  898/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9268, Loss: 0.0354
Epoch  24 Batch  899/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9254, Loss: 0.0428
Epoch  24 Batch  900/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9300, Loss: 0.0441
Epoch  24 Batch  901/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9322, Loss: 0.0520
Epoch  24 Batch  902/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9364, Loss: 0.0450
Epoch  24 Batch  903/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9244, Loss: 0.0362
Epoch  24 Batch  904/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9379, Loss: 0.0327
Epoch  24 Batch  905/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9350, Loss: 0.0340
Epoch  24 Batch  906/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9379, Loss: 0.0357
Epoch  24 Batch  907/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9293, Loss: 0.0390
Epoch  24 Batch  908/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0397
Epoch  24 Batch  909/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9293, Loss: 0.0464
Epoch  24 Batch  910/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9265, Loss: 0.0406
Epoch  24 Batch  911/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9176, Loss: 0.0497
Epoch  24 Batch  912/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9190, Loss: 0.0417
Epoch  24 Batch  913/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9240, Loss: 0.0518
Epoch  24 Batch  914/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9286, Loss: 0.0720
Epoch  24 Batch  915/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9286, Loss: 0.0341
Epoch  24 Batch  916/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9244, Loss: 0.0396
Epoch  24 Batch  917/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0402
Epoch  24 Batch  918/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0345
Epoch  24 Batch  919/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9322, Loss: 0.0300
Epoch  24 Batch  920/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9336, Loss: 0.0311
Epoch  24 Batch  921/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9286, Loss: 0.0399
Epoch  24 Batch  922/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9290, Loss: 0.0373
Epoch  24 Batch  923/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9276, Loss: 0.0272
Epoch  24 Batch  924/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9165, Loss: 0.0477
Epoch  24 Batch  925/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9339, Loss: 0.0335
Epoch  24 Batch  926/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9332, Loss: 0.0465
Epoch  24 Batch  927/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9329, Loss: 0.0496
Epoch  24 Batch  928/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9290, Loss: 0.0385
Epoch  24 Batch  929/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9190, Loss: 0.0386
Epoch  24 Batch  930/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9190, Loss: 0.0312
Epoch  24 Batch  931/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9151, Loss: 0.0373
Epoch  24 Batch  932/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9219, Loss: 0.0346
Epoch  24 Batch  933/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9272, Loss: 0.0331
Epoch  24 Batch  934/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9332, Loss: 0.0328
Epoch  24 Batch  935/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9283, Loss: 0.0390
Epoch  24 Batch  936/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9279, Loss: 0.0424
Epoch  24 Batch  937/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9237, Loss: 0.0566
Epoch  24 Batch  938/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9268, Loss: 0.0386
Epoch  24 Batch  939/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9258, Loss: 0.0445
Epoch  24 Batch  940/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9254, Loss: 0.0354
Epoch  24 Batch  941/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9258, Loss: 0.0327
Epoch  24 Batch  942/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0458
Epoch  24 Batch  943/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0400
Epoch  24 Batch  944/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9290, Loss: 0.0338
Epoch  24 Batch  945/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9290, Loss: 0.0338
Epoch  24 Batch  946/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9290, Loss: 0.0286
Epoch  24 Batch  947/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9375, Loss: 0.0464
Epoch  24 Batch  948/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9325, Loss: 0.0359
Epoch  24 Batch  949/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9276, Loss: 0.0296
Epoch  24 Batch  950/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9197, Loss: 0.0332
Epoch  24 Batch  951/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9197, Loss: 0.0427
Epoch  24 Batch  952/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9251, Loss: 0.0313
Epoch  24 Batch  953/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9219, Loss: 0.0290
Epoch  24 Batch  954/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9283, Loss: 0.0437
Epoch  24 Batch  955/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9290, Loss: 0.0451
Epoch  24 Batch  956/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9290, Loss: 0.0378
Epoch  24 Batch  957/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9244, Loss: 0.0255
Epoch  24 Batch  958/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9293, Loss: 0.0421
Epoch  24 Batch  959/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0421
Epoch  24 Batch  960/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9197, Loss: 0.0354
Epoch  24 Batch  961/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9169, Loss: 0.0307
Epoch  24 Batch  962/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9165, Loss: 0.0405
Epoch  24 Batch  963/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9254, Loss: 0.0475
Epoch  24 Batch  964/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9332, Loss: 0.0314
Epoch  24 Batch  965/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9428, Loss: 0.0483
Epoch  24 Batch  966/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9439, Loss: 0.0305
Epoch  24 Batch  967/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9379, Loss: 0.0415
Epoch  24 Batch  968/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9418, Loss: 0.0453
Epoch  24 Batch  969/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9379, Loss: 0.0492
Epoch  24 Batch  970/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9329, Loss: 0.0402
Epoch  24 Batch  971/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9251, Loss: 0.0452
Epoch  24 Batch  972/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0440
Epoch  24 Batch  973/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9283, Loss: 0.0276
Epoch  24 Batch  974/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9254, Loss: 0.0356
Epoch  24 Batch  975/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9197, Loss: 0.0333
Epoch  24 Batch  976/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9148, Loss: 0.0293
Epoch  24 Batch  977/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9148, Loss: 0.0284
Epoch  24 Batch  978/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9194, Loss: 0.0362
Epoch  24 Batch  979/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9158, Loss: 0.0366
Epoch  24 Batch  980/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9144, Loss: 0.0400
Epoch  24 Batch  981/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9151, Loss: 0.0407
Epoch  24 Batch  982/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9187, Loss: 0.0406
Epoch  24 Batch  983/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9244, Loss: 0.0366
Epoch  24 Batch  984/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9201, Loss: 0.0459
Epoch  24 Batch  985/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9197, Loss: 0.0330
Epoch  24 Batch  986/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9102, Loss: 0.0386
Epoch  24 Batch  987/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9173, Loss: 0.0352
Epoch  24 Batch  988/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9215, Loss: 0.0437
Epoch  24 Batch  989/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9219, Loss: 0.0427
Epoch  24 Batch  990/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9222, Loss: 0.0424
Epoch  24 Batch  991/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9222, Loss: 0.0360
Epoch  24 Batch  992/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9229, Loss: 0.0445
Epoch  24 Batch  993/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9251, Loss: 0.0290
Epoch  24 Batch  994/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9297, Loss: 0.0317
Epoch  24 Batch  995/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9300, Loss: 0.0340
Epoch  24 Batch  996/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9403, Loss: 0.0343
Epoch  24 Batch  997/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9368, Loss: 0.0396
Epoch  24 Batch  998/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9343, Loss: 0.0333
Epoch  24 Batch  999/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9219, Loss: 0.0458
Epoch  24 Batch 1000/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9194, Loss: 0.0354
Epoch  24 Batch 1001/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9190, Loss: 0.0283
Epoch  24 Batch 1002/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9272, Loss: 0.0294
Epoch  24 Batch 1003/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9222, Loss: 0.0365
Epoch  24 Batch 1004/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9297, Loss: 0.0371
Epoch  24 Batch 1005/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9254, Loss: 0.0417
Epoch  24 Batch 1006/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9215, Loss: 0.0314
Epoch  24 Batch 1007/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9304, Loss: 0.0291
Epoch  24 Batch 1008/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9244, Loss: 0.0372
Epoch  24 Batch 1009/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9268, Loss: 0.0269
Epoch  24 Batch 1010/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9261, Loss: 0.0337
Epoch  24 Batch 1011/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9197, Loss: 0.0356
Epoch  24 Batch 1012/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9197, Loss: 0.0265
Epoch  24 Batch 1013/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9339, Loss: 0.0268
Epoch  24 Batch 1014/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9311, Loss: 0.0331
Epoch  24 Batch 1015/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9304, Loss: 0.0439
Epoch  24 Batch 1016/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9304, Loss: 0.0383
Epoch  24 Batch 1017/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9400, Loss: 0.0327
Epoch  24 Batch 1018/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9350, Loss: 0.0420
Epoch  24 Batch 1019/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9375, Loss: 0.0467
Epoch  24 Batch 1020/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9279, Loss: 0.0300
Epoch  24 Batch 1021/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9311, Loss: 0.0389
Epoch  24 Batch 1022/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9311, Loss: 0.0332
Epoch  24 Batch 1023/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9357, Loss: 0.0366
Epoch  24 Batch 1024/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0435
Epoch  24 Batch 1025/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9229, Loss: 0.0340
Epoch  24 Batch 1026/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9144, Loss: 0.0434
Epoch  24 Batch 1027/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9148, Loss: 0.0356
Epoch  24 Batch 1028/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9197, Loss: 0.0356
Epoch  24 Batch 1029/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9197, Loss: 0.0297
Epoch  24 Batch 1030/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9261, Loss: 0.0372
Epoch  24 Batch 1031/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9201, Loss: 0.0405
Epoch  24 Batch 1032/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9240, Loss: 0.0391
Epoch  24 Batch 1033/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9240, Loss: 0.0418
Epoch  24 Batch 1034/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9332, Loss: 0.0371
Epoch  24 Batch 1035/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0282
Epoch  24 Batch 1036/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9354, Loss: 0.0558
Epoch  24 Batch 1037/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9293, Loss: 0.0378
Epoch  24 Batch 1038/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9276, Loss: 0.0446
Epoch  24 Batch 1039/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0349
Epoch  24 Batch 1040/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9176, Loss: 0.0382
Epoch  24 Batch 1041/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9158, Loss: 0.0470
Epoch  24 Batch 1042/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9237, Loss: 0.0389
Epoch  24 Batch 1043/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9311, Loss: 0.0587
Epoch  24 Batch 1044/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9268, Loss: 0.0444
Epoch  24 Batch 1045/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0404
Epoch  24 Batch 1046/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9180, Loss: 0.0344
Epoch  24 Batch 1047/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9219, Loss: 0.0353
Epoch  24 Batch 1048/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9311, Loss: 0.0400
Epoch  24 Batch 1049/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9347, Loss: 0.0439
Epoch  24 Batch 1050/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0300
Epoch  24 Batch 1051/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9315, Loss: 0.0501
Epoch  24 Batch 1052/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9350, Loss: 0.0347
Epoch  24 Batch 1053/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9343, Loss: 0.0382
Epoch  24 Batch 1054/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9286, Loss: 0.0356
Epoch  24 Batch 1055/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9268, Loss: 0.0502
Epoch  24 Batch 1056/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9343, Loss: 0.0314
Epoch  24 Batch 1057/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9286, Loss: 0.0382
Epoch  24 Batch 1058/1077 - Train Accuracy: 0.9165, Validation Accuracy: 0.9286, Loss: 0.0394
Epoch  24 Batch 1059/1077 - Train Accuracy: 0.8988, Validation Accuracy: 0.9148, Loss: 0.0479
Epoch  24 Batch 1060/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9201, Loss: 0.0333
Epoch  24 Batch 1061/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9190, Loss: 0.0543
Epoch  24 Batch 1062/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9219, Loss: 0.0514
Epoch  24 Batch 1063/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9165, Loss: 0.0412
Epoch  24 Batch 1064/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0415
Epoch  24 Batch 1065/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9407, Loss: 0.0421
Epoch  24 Batch 1066/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9460, Loss: 0.0321
Epoch  24 Batch 1067/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9371, Loss: 0.0440
Epoch  24 Batch 1068/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0336
Epoch  24 Batch 1069/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9329, Loss: 0.0311
Epoch  24 Batch 1070/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9329, Loss: 0.0402
Epoch  24 Batch 1071/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9379, Loss: 0.0379
Epoch  24 Batch 1072/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9393, Loss: 0.0389
Epoch  24 Batch 1073/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9354, Loss: 0.0441
Epoch  24 Batch 1074/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9357, Loss: 0.0544
Epoch  24 Batch 1075/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9357, Loss: 0.0470
Epoch  25 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9357, Loss: 0.0290
Epoch  25 Batch    2/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9308, Loss: 0.0390
Epoch  25 Batch    3/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9272, Loss: 0.0438
Epoch  25 Batch    4/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0369
Epoch  25 Batch    5/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9261, Loss: 0.0507
Epoch  25 Batch    6/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0376
Epoch  25 Batch    7/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9322, Loss: 0.0387
Epoch  25 Batch    8/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9332, Loss: 0.0343
Epoch  25 Batch    9/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9329, Loss: 0.0384
Epoch  25 Batch   10/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9325, Loss: 0.0364
Epoch  25 Batch   11/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9226, Loss: 0.0438
Epoch  25 Batch   12/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9176, Loss: 0.0338
Epoch  25 Batch   13/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9268, Loss: 0.0493
Epoch  25 Batch   14/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9329, Loss: 0.0330
Epoch  25 Batch   15/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0343
Epoch  25 Batch   16/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0348
Epoch  25 Batch   17/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9411, Loss: 0.0382
Epoch  25 Batch   18/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9283, Loss: 0.0371
Epoch  25 Batch   19/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9251, Loss: 0.0334
Epoch  25 Batch   20/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9329, Loss: 0.0402
Epoch  25 Batch   21/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9311, Loss: 0.0448
Epoch  25 Batch   22/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9212, Loss: 0.0380
Epoch  25 Batch   23/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9286, Loss: 0.0317
Epoch  25 Batch   24/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9237, Loss: 0.0392
Epoch  25 Batch   25/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9283, Loss: 0.0315
Epoch  25 Batch   26/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9240, Loss: 0.0434
Epoch  25 Batch   27/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9187, Loss: 0.0298
Epoch  25 Batch   28/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9389, Loss: 0.0380
Epoch  25 Batch   29/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9439, Loss: 0.0394
Epoch  25 Batch   30/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9400, Loss: 0.0340
Epoch  25 Batch   31/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0322
Epoch  25 Batch   32/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9237, Loss: 0.0319
Epoch  25 Batch   33/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9237, Loss: 0.0337
Epoch  25 Batch   34/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9226, Loss: 0.0414
Epoch  25 Batch   35/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9176, Loss: 0.0402
Epoch  25 Batch   36/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9151, Loss: 0.0386
Epoch  25 Batch   37/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0362
Epoch  25 Batch   38/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9308, Loss: 0.0478
Epoch  25 Batch   39/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9332, Loss: 0.0490
Epoch  25 Batch   40/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9332, Loss: 0.0304
Epoch  25 Batch   41/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9286, Loss: 0.0293
Epoch  25 Batch   42/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9322, Loss: 0.0478
Epoch  25 Batch   43/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0261
Epoch  25 Batch   44/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9276, Loss: 0.0289
Epoch  25 Batch   45/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9194, Loss: 0.0374
Epoch  25 Batch   46/1077 - Train Accuracy: 0.9083, Validation Accuracy: 0.9226, Loss: 0.0449
Epoch  25 Batch   47/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9229, Loss: 0.0421
Epoch  25 Batch   48/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0509
Epoch  25 Batch   49/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9322, Loss: 0.0460
Epoch  25 Batch   50/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9368, Loss: 0.0359
Epoch  25 Batch   51/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9293, Loss: 0.0363
Epoch  25 Batch   52/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0540
Epoch  25 Batch   53/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9279, Loss: 0.0381
Epoch  25 Batch   54/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9229, Loss: 0.0618
Epoch  25 Batch   55/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9244, Loss: 0.0367
Epoch  25 Batch   56/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0287
Epoch  25 Batch   57/1077 - Train Accuracy: 0.9343, Validation Accuracy: 0.9325, Loss: 0.0397
Epoch  25 Batch   58/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9393, Loss: 0.0354
Epoch  25 Batch   59/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9347, Loss: 0.0357
Epoch  25 Batch   60/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9347, Loss: 0.0267
Epoch  25 Batch   61/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9389, Loss: 0.0372
Epoch  25 Batch   62/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9389, Loss: 0.0425
Epoch  25 Batch   63/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9343, Loss: 0.0300
Epoch  25 Batch   64/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9293, Loss: 0.0339
Epoch  25 Batch   65/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0357
Epoch  25 Batch   66/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9229, Loss: 0.0252
Epoch  25 Batch   67/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9272, Loss: 0.0372
Epoch  25 Batch   68/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9272, Loss: 0.0474
Epoch  25 Batch   69/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0504
Epoch  25 Batch   70/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9318, Loss: 0.0469
Epoch  25 Batch   71/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9403, Loss: 0.0254
Epoch  25 Batch   72/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9354, Loss: 0.0372
Epoch  25 Batch   73/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9325, Loss: 0.0399
Epoch  25 Batch   74/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0314
Epoch  25 Batch   75/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9300, Loss: 0.0509
Epoch  25 Batch   76/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0290
Epoch  25 Batch   77/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9336, Loss: 0.0347
Epoch  25 Batch   78/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9311, Loss: 0.0369
Epoch  25 Batch   79/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9315, Loss: 0.0342
Epoch  25 Batch   80/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0304
Epoch  25 Batch   81/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9304, Loss: 0.0320
Epoch  25 Batch   82/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9336, Loss: 0.0360
Epoch  25 Batch   83/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9418, Loss: 0.0322
Epoch  25 Batch   84/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9421, Loss: 0.0361
Epoch  25 Batch   85/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9421, Loss: 0.0363
Epoch  25 Batch   86/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9421, Loss: 0.0375
Epoch  25 Batch   87/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9411, Loss: 0.0462
Epoch  25 Batch   88/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9411, Loss: 0.0417
Epoch  25 Batch   89/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9364, Loss: 0.0474
Epoch  25 Batch   90/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9329, Loss: 0.0335
Epoch  25 Batch   91/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9176, Loss: 0.0345
Epoch  25 Batch   92/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9169, Loss: 0.0421
Epoch  25 Batch   93/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9176, Loss: 0.0356
Epoch  25 Batch   94/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9148, Loss: 0.0298
Epoch  25 Batch   95/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9201, Loss: 0.0388
Epoch  25 Batch   96/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9272, Loss: 0.0433
Epoch  25 Batch   97/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9407, Loss: 0.0378
Epoch  25 Batch   98/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9315, Loss: 0.0477
Epoch  25 Batch   99/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0315
Epoch  25 Batch  100/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9318, Loss: 0.0379
Epoch  25 Batch  101/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9215, Loss: 0.0348
Epoch  25 Batch  102/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9109, Loss: 0.0319
Epoch  25 Batch  103/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9208, Loss: 0.0485
Epoch  25 Batch  104/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9205, Loss: 0.0402
Epoch  25 Batch  105/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9084, Loss: 0.0351
Epoch  25 Batch  106/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9080, Loss: 0.0390
Epoch  25 Batch  107/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9055, Loss: 0.0403
Epoch  25 Batch  108/1077 - Train Accuracy: 0.9201, Validation Accuracy: 0.9087, Loss: 0.0433
Epoch  25 Batch  109/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9066, Loss: 0.0372
Epoch  25 Batch  110/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9105, Loss: 0.0322
Epoch  25 Batch  111/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9109, Loss: 0.0354
Epoch  25 Batch  112/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9105, Loss: 0.0312
Epoch  25 Batch  113/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9173, Loss: 0.0418
Epoch  25 Batch  114/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9197, Loss: 0.0267
Epoch  25 Batch  115/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0489
Epoch  25 Batch  116/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9311, Loss: 0.0592
Epoch  25 Batch  117/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9315, Loss: 0.0332
Epoch  25 Batch  118/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9347, Loss: 0.0384
Epoch  25 Batch  119/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9343, Loss: 0.0336
Epoch  25 Batch  120/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9343, Loss: 0.0435
Epoch  25 Batch  121/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0339
Epoch  25 Batch  122/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9442, Loss: 0.0332
Epoch  25 Batch  123/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9393, Loss: 0.0259
Epoch  25 Batch  124/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9336, Loss: 0.0425
Epoch  25 Batch  125/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9290, Loss: 0.0482
Epoch  25 Batch  126/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9336, Loss: 0.0365
Epoch  25 Batch  127/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9300, Loss: 0.0325
Epoch  25 Batch  128/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9300, Loss: 0.0404
Epoch  25 Batch  129/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9251, Loss: 0.0475
Epoch  25 Batch  130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9322, Loss: 0.0362
Epoch  25 Batch  131/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0437
Epoch  25 Batch  132/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9339, Loss: 0.0339
Epoch  25 Batch  133/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9318, Loss: 0.0313
Epoch  25 Batch  134/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9300, Loss: 0.0360
Epoch  25 Batch  135/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9244, Loss: 0.0373
Epoch  25 Batch  136/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9219, Loss: 0.0296
Epoch  25 Batch  137/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9233, Loss: 0.0335
Epoch  25 Batch  138/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9233, Loss: 0.0354
Epoch  25 Batch  139/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9233, Loss: 0.0374
Epoch  25 Batch  140/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9119, Loss: 0.0291
Epoch  25 Batch  141/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9183, Loss: 0.0367
Epoch  25 Batch  142/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9229, Loss: 0.0358
Epoch  25 Batch  143/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9261, Loss: 0.0399
Epoch  25 Batch  144/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9165, Loss: 0.0508
Epoch  25 Batch  145/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9190, Loss: 0.0383
Epoch  25 Batch  146/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9151, Loss: 0.0694
Epoch  25 Batch  147/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9151, Loss: 0.0329
Epoch  25 Batch  148/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9148, Loss: 0.0398
Epoch  25 Batch  149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9194, Loss: 0.0351
Epoch  25 Batch  150/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9180, Loss: 0.0377
Epoch  25 Batch  151/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9240, Loss: 0.0334
Epoch  25 Batch  152/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9233, Loss: 0.0488
Epoch  25 Batch  153/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9304, Loss: 0.0467
Epoch  25 Batch  154/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9254, Loss: 0.0406
Epoch  25 Batch  155/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9254, Loss: 0.0317
Epoch  25 Batch  156/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9254, Loss: 0.0247
Epoch  25 Batch  157/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9233, Loss: 0.0346
Epoch  25 Batch  158/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9222, Loss: 0.0432
Epoch  25 Batch  159/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9229, Loss: 0.0363
Epoch  25 Batch  160/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9229, Loss: 0.0295
Epoch  25 Batch  161/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9212, Loss: 0.0300
Epoch  25 Batch  162/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9215, Loss: 0.0452
Epoch  25 Batch  163/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9329, Loss: 0.0486
Epoch  25 Batch  164/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9286, Loss: 0.0351
Epoch  25 Batch  165/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0501
Epoch  25 Batch  166/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9343, Loss: 0.0417
Epoch  25 Batch  167/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9286, Loss: 0.0344
Epoch  25 Batch  168/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9286, Loss: 0.0471
Epoch  25 Batch  169/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9311, Loss: 0.0386
Epoch  25 Batch  170/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9265, Loss: 0.0420
Epoch  25 Batch  171/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9176, Loss: 0.0364
Epoch  25 Batch  172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9219, Loss: 0.0313
Epoch  25 Batch  173/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9169, Loss: 0.0342
Epoch  25 Batch  174/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9183, Loss: 0.0314
Epoch  25 Batch  175/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9190, Loss: 0.0417
Epoch  25 Batch  176/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9187, Loss: 0.0391
Epoch  25 Batch  177/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9368, Loss: 0.0419
Epoch  25 Batch  178/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9325, Loss: 0.0359
Epoch  25 Batch  179/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0374
Epoch  25 Batch  180/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9411, Loss: 0.0331
Epoch  25 Batch  181/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9407, Loss: 0.0406
Epoch  25 Batch  182/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9460, Loss: 0.0423
Epoch  25 Batch  183/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9457, Loss: 0.0429
Epoch  25 Batch  184/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9403, Loss: 0.0363
Epoch  25 Batch  185/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9371, Loss: 0.0377
Epoch  25 Batch  186/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9325, Loss: 0.0399
Epoch  25 Batch  187/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9247, Loss: 0.0315
Epoch  25 Batch  188/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9325, Loss: 0.0419
Epoch  25 Batch  189/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0328
Epoch  25 Batch  190/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0330
Epoch  25 Batch  191/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9265, Loss: 0.0313
Epoch  25 Batch  192/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9268, Loss: 0.0426
Epoch  25 Batch  193/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9300, Loss: 0.0334
Epoch  25 Batch  194/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9276, Loss: 0.0303
Epoch  25 Batch  195/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9322, Loss: 0.0295
Epoch  25 Batch  196/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9329, Loss: 0.0283
Epoch  25 Batch  197/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9464, Loss: 0.0383
Epoch  25 Batch  198/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9411, Loss: 0.0377
Epoch  25 Batch  199/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9407, Loss: 0.0310
Epoch  25 Batch  200/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9386, Loss: 0.0351
Epoch  25 Batch  201/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9343, Loss: 0.0318
Epoch  25 Batch  202/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0325
Epoch  25 Batch  203/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0390
Epoch  25 Batch  204/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9361, Loss: 0.0566
Epoch  25 Batch  205/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9339, Loss: 0.0450
Epoch  25 Batch  206/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0284
Epoch  25 Batch  207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9396, Loss: 0.0339
Epoch  25 Batch  208/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9322, Loss: 0.0362
Epoch  25 Batch  209/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9165, Loss: 0.0324
Epoch  25 Batch  210/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9165, Loss: 0.0362
Epoch  25 Batch  211/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9201, Loss: 0.0368
Epoch  25 Batch  212/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9201, Loss: 0.0314
Epoch  25 Batch  213/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9261, Loss: 0.0318
Epoch  25 Batch  214/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9169, Loss: 0.0321
Epoch  25 Batch  215/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9119, Loss: 0.0444
Epoch  25 Batch  216/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9169, Loss: 0.0361
Epoch  25 Batch  217/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9169, Loss: 0.0306
Epoch  25 Batch  218/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9212, Loss: 0.0396
Epoch  25 Batch  219/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0283
Epoch  25 Batch  220/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9354, Loss: 0.0382
Epoch  25 Batch  221/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9411, Loss: 0.0415
Epoch  25 Batch  222/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9407, Loss: 0.0320
Epoch  25 Batch  223/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9354, Loss: 0.0369
Epoch  25 Batch  224/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9350, Loss: 0.0368
Epoch  25 Batch  225/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9318, Loss: 0.0473
Epoch  25 Batch  226/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9290, Loss: 0.0350
Epoch  25 Batch  227/1077 - Train Accuracy: 0.9008, Validation Accuracy: 0.9244, Loss: 0.0459
Epoch  25 Batch  228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0283
Epoch  25 Batch  229/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9396, Loss: 0.0329
Epoch  25 Batch  230/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9396, Loss: 0.0354
Epoch  25 Batch  231/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0428
Epoch  25 Batch  232/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9357, Loss: 0.0301
Epoch  25 Batch  233/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9347, Loss: 0.0435
Epoch  25 Batch  234/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9343, Loss: 0.0391
Epoch  25 Batch  235/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9311, Loss: 0.0403
Epoch  25 Batch  236/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9347, Loss: 0.0391
Epoch  25 Batch  237/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9361, Loss: 0.0327
Epoch  25 Batch  238/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0324
Epoch  25 Batch  239/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9315, Loss: 0.0267
Epoch  25 Batch  240/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0294
Epoch  25 Batch  241/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9205, Loss: 0.0284
Epoch  25 Batch  242/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0298
Epoch  25 Batch  243/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9208, Loss: 0.0427
Epoch  25 Batch  244/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9297, Loss: 0.0343
Epoch  25 Batch  245/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9134, Loss: 0.0356
Epoch  25 Batch  246/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9130, Loss: 0.0361
Epoch  25 Batch  247/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9176, Loss: 0.0362
Epoch  25 Batch  248/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9244, Loss: 0.0372
Epoch  25 Batch  249/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9286, Loss: 0.0328
Epoch  25 Batch  250/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9293, Loss: 0.0361
Epoch  25 Batch  251/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0481
Epoch  25 Batch  252/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9403, Loss: 0.0442
Epoch  25 Batch  253/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9382, Loss: 0.0360
Epoch  25 Batch  254/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9332, Loss: 0.0382
Epoch  25 Batch  255/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9361, Loss: 0.0295
Epoch  25 Batch  256/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9411, Loss: 0.0621
Epoch  25 Batch  257/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9393, Loss: 0.0449
Epoch  25 Batch  258/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9375, Loss: 0.0313
Epoch  25 Batch  259/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0282
Epoch  25 Batch  260/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9268, Loss: 0.0308
Epoch  25 Batch  261/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9268, Loss: 0.0346
Epoch  25 Batch  262/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9283, Loss: 0.0309
Epoch  25 Batch  263/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9283, Loss: 0.0315
Epoch  25 Batch  264/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9286, Loss: 0.0351
Epoch  25 Batch  265/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9229, Loss: 0.0350
Epoch  25 Batch  266/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9254, Loss: 0.0379
Epoch  25 Batch  267/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9290, Loss: 0.0309
Epoch  25 Batch  268/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9290, Loss: 0.0475
Epoch  25 Batch  269/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9290, Loss: 0.0526
Epoch  25 Batch  270/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9286, Loss: 0.0444
Epoch  25 Batch  271/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0359
Epoch  25 Batch  272/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9329, Loss: 0.0638
Epoch  25 Batch  273/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9329, Loss: 0.0347
Epoch  25 Batch  274/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9357, Loss: 0.0375
Epoch  25 Batch  275/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9247, Loss: 0.0357
Epoch  25 Batch  276/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9222, Loss: 0.0536
Epoch  25 Batch  277/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9173, Loss: 0.0276
Epoch  25 Batch  278/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9222, Loss: 0.0456
Epoch  25 Batch  279/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9290, Loss: 0.0433
Epoch  25 Batch  280/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9308, Loss: 0.0419
Epoch  25 Batch  281/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9148, Loss: 0.0433
Epoch  25 Batch  282/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9194, Loss: 0.0490
Epoch  25 Batch  283/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9126, Loss: 0.0363
Epoch  25 Batch  284/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9134, Loss: 0.0410
Epoch  25 Batch  285/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9222, Loss: 0.0417
Epoch  25 Batch  286/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9126, Loss: 0.0352
Epoch  25 Batch  287/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9141, Loss: 0.0402
Epoch  25 Batch  288/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9194, Loss: 0.0439
Epoch  25 Batch  289/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9244, Loss: 0.0347
Epoch  25 Batch  290/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9123, Loss: 0.0549
Epoch  25 Batch  291/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9098, Loss: 0.0552
Epoch  25 Batch  292/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9144, Loss: 0.0349
Epoch  25 Batch  293/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9091, Loss: 0.0372
Epoch  25 Batch  294/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9197, Loss: 0.0356
Epoch  25 Batch  295/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9215, Loss: 0.0442
Epoch  25 Batch  296/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9141, Loss: 0.0362
Epoch  25 Batch  297/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9194, Loss: 0.0380
Epoch  25 Batch  298/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9290, Loss: 0.0438
Epoch  25 Batch  299/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9244, Loss: 0.0480
Epoch  25 Batch  300/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9226, Loss: 0.0280
Epoch  25 Batch  301/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9123, Loss: 0.0337
Epoch  25 Batch  302/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9173, Loss: 0.0395
Epoch  25 Batch  303/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9141, Loss: 0.0459
Epoch  25 Batch  304/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9212, Loss: 0.0389
Epoch  25 Batch  305/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9219, Loss: 0.0370
Epoch  25 Batch  306/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9240, Loss: 0.0446
Epoch  25 Batch  307/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9222, Loss: 0.0398
Epoch  25 Batch  308/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9293, Loss: 0.0443
Epoch  25 Batch  309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0287
Epoch  25 Batch  310/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9311, Loss: 0.0366
Epoch  25 Batch  311/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9261, Loss: 0.0314
Epoch  25 Batch  312/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9279, Loss: 0.0436
Epoch  25 Batch  313/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9173, Loss: 0.0296
Epoch  25 Batch  314/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9165, Loss: 0.0454
Epoch  25 Batch  315/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9169, Loss: 0.0326
Epoch  25 Batch  316/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9165, Loss: 0.0383
Epoch  25 Batch  317/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9233, Loss: 0.0409
Epoch  25 Batch  318/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9187, Loss: 0.0331
Epoch  25 Batch  319/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9272, Loss: 0.0474
Epoch  25 Batch  320/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9286, Loss: 0.0495
Epoch  25 Batch  321/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9290, Loss: 0.0336
Epoch  25 Batch  322/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9311, Loss: 0.0375
Epoch  25 Batch  323/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9261, Loss: 0.0344
Epoch  25 Batch  324/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9361, Loss: 0.0311
Epoch  25 Batch  325/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9343, Loss: 0.0363
Epoch  25 Batch  326/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9293, Loss: 0.0353
Epoch  25 Batch  327/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9151, Loss: 0.0444
Epoch  25 Batch  328/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9151, Loss: 0.0436
Epoch  25 Batch  329/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9151, Loss: 0.0359
Epoch  25 Batch  330/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9151, Loss: 0.0358
Epoch  25 Batch  331/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9144, Loss: 0.0361
Epoch  25 Batch  332/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9226, Loss: 0.0260
Epoch  25 Batch  333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9254, Loss: 0.0320
Epoch  25 Batch  334/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9197, Loss: 0.0346
Epoch  25 Batch  335/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9222, Loss: 0.0331
Epoch  25 Batch  336/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9173, Loss: 0.0751
Epoch  25 Batch  337/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9219, Loss: 0.0393
Epoch  25 Batch  338/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9219, Loss: 0.0497
Epoch  25 Batch  339/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9272, Loss: 0.0297
Epoch  25 Batch  340/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9332, Loss: 0.0328
Epoch  25 Batch  341/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9215, Loss: 0.0506
Epoch  25 Batch  342/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9212, Loss: 0.0322
Epoch  25 Batch  343/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9212, Loss: 0.0455
Epoch  25 Batch  344/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9212, Loss: 0.0367
Epoch  25 Batch  345/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9215, Loss: 0.0330
Epoch  25 Batch  346/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9254, Loss: 0.0393
Epoch  25 Batch  347/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9229, Loss: 0.0334
Epoch  25 Batch  348/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9215, Loss: 0.0373
Epoch  25 Batch  349/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9165, Loss: 0.0351
Epoch  25 Batch  350/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9134, Loss: 0.0348
Epoch  25 Batch  351/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9137, Loss: 0.0352
Epoch  25 Batch  352/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9148, Loss: 0.0343
Epoch  25 Batch  353/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9144, Loss: 0.0397
Epoch  25 Batch  354/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9141, Loss: 0.0407
Epoch  25 Batch  355/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9151, Loss: 0.0357
Epoch  25 Batch  356/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9155, Loss: 0.0376
Epoch  25 Batch  357/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9247, Loss: 0.0364
Epoch  25 Batch  358/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9347, Loss: 0.0457
Epoch  25 Batch  359/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9300, Loss: 0.0375
Epoch  25 Batch  360/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9279, Loss: 0.0305
Epoch  25 Batch  361/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9279, Loss: 0.0289
Epoch  25 Batch  362/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9180, Loss: 0.0469
Epoch  25 Batch  363/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9180, Loss: 0.0360
Epoch  25 Batch  364/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9183, Loss: 0.0553
Epoch  25 Batch  365/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9183, Loss: 0.0284
Epoch  25 Batch  366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9229, Loss: 0.0289
Epoch  25 Batch  367/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9219, Loss: 0.0335
Epoch  25 Batch  368/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9162, Loss: 0.0398
Epoch  25 Batch  369/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9208, Loss: 0.0386
Epoch  25 Batch  370/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9155, Loss: 0.0374
Epoch  25 Batch  371/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9148, Loss: 0.0293
Epoch  25 Batch  372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9148, Loss: 0.0305
Epoch  25 Batch  373/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9148, Loss: 0.0279
Epoch  25 Batch  374/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9148, Loss: 0.0378
Epoch  25 Batch  375/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9126, Loss: 0.0348
Epoch  25 Batch  376/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9208, Loss: 0.0417
Epoch  25 Batch  377/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0346
Epoch  25 Batch  378/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9169, Loss: 0.0264
Epoch  25 Batch  379/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9247, Loss: 0.0448
Epoch  25 Batch  380/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9244, Loss: 0.0284
Epoch  25 Batch  381/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9244, Loss: 0.0455
Epoch  25 Batch  382/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9240, Loss: 0.0516
Epoch  25 Batch  383/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9240, Loss: 0.0403
Epoch  25 Batch  384/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9219, Loss: 0.0286
Epoch  25 Batch  385/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9173, Loss: 0.0294
Epoch  25 Batch  386/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9190, Loss: 0.0332
Epoch  25 Batch  387/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9308, Loss: 0.0344
Epoch  25 Batch  388/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9261, Loss: 0.0457
Epoch  25 Batch  389/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9311, Loss: 0.0382
Epoch  25 Batch  390/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9339, Loss: 0.0494
Epoch  25 Batch  391/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9308, Loss: 0.0432
Epoch  25 Batch  392/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9361, Loss: 0.0451
Epoch  25 Batch  393/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9332, Loss: 0.0344
Epoch  25 Batch  394/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9357, Loss: 0.0378
Epoch  25 Batch  395/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0345
Epoch  25 Batch  396/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9130, Loss: 0.0404
Epoch  25 Batch  397/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9130, Loss: 0.0365
Epoch  25 Batch  398/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9205, Loss: 0.0400
Epoch  25 Batch  399/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9254, Loss: 0.0367
Epoch  25 Batch  400/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9237, Loss: 0.0389
Epoch  25 Batch  401/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9283, Loss: 0.0300
Epoch  25 Batch  402/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9098, Loss: 0.0292
Epoch  25 Batch  403/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9155, Loss: 0.0471
Epoch  25 Batch  404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9201, Loss: 0.0366
Epoch  25 Batch  405/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9098, Loss: 0.0463
Epoch  25 Batch  406/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9055, Loss: 0.0339
Epoch  25 Batch  407/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9116, Loss: 0.0424
Epoch  25 Batch  408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9098, Loss: 0.0397
Epoch  25 Batch  409/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9102, Loss: 0.0408
Epoch  25 Batch  410/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9308, Loss: 0.0471
Epoch  25 Batch  411/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9403, Loss: 0.0412
Epoch  25 Batch  412/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0341
Epoch  25 Batch  413/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9325, Loss: 0.0342
Epoch  25 Batch  414/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9276, Loss: 0.0364
Epoch  25 Batch  415/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9322, Loss: 0.0471
Epoch  25 Batch  416/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9222, Loss: 0.0424
Epoch  25 Batch  417/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9208, Loss: 0.0546
Epoch  25 Batch  418/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9208, Loss: 0.0309
Epoch  25 Batch  419/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9237, Loss: 0.0309
Epoch  25 Batch  420/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9215, Loss: 0.0414
Epoch  25 Batch  421/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0590
Epoch  25 Batch  422/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9286, Loss: 0.0348
Epoch  25 Batch  423/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9268, Loss: 0.0411
Epoch  25 Batch  424/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9237, Loss: 0.0396
Epoch  25 Batch  425/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9219, Loss: 0.0344
Epoch  25 Batch  426/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0456
Epoch  25 Batch  427/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9222, Loss: 0.0328
Epoch  25 Batch  428/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9187, Loss: 0.0342
Epoch  25 Batch  429/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9187, Loss: 0.0347
Epoch  25 Batch  430/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9180, Loss: 0.0325
Epoch  25 Batch  431/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9165, Loss: 0.0322
Epoch  25 Batch  432/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9205, Loss: 0.0397
Epoch  25 Batch  433/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9215, Loss: 0.0417
Epoch  25 Batch  434/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9187, Loss: 0.0354
Epoch  25 Batch  435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9116, Loss: 0.0449
Epoch  25 Batch  436/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9112, Loss: 0.0390
Epoch  25 Batch  437/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9116, Loss: 0.0275
Epoch  25 Batch  438/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9116, Loss: 0.0351
Epoch  25 Batch  439/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9130, Loss: 0.0395
Epoch  25 Batch  440/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9105, Loss: 0.0439
Epoch  25 Batch  441/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9102, Loss: 0.0332
Epoch  25 Batch  442/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9148, Loss: 0.0411
Epoch  25 Batch  443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9102, Loss: 0.0374
Epoch  25 Batch  444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9205, Loss: 0.0401
Epoch  25 Batch  445/1077 - Train Accuracy: 0.9017, Validation Accuracy: 0.9215, Loss: 0.0431
Epoch  25 Batch  446/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9222, Loss: 0.0306
Epoch  25 Batch  447/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9325, Loss: 0.0376
Epoch  25 Batch  448/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9279, Loss: 0.0430
Epoch  25 Batch  449/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9130, Loss: 0.0455
Epoch  25 Batch  450/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9119, Loss: 0.0393
Epoch  25 Batch  451/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9155, Loss: 0.0385
Epoch  25 Batch  452/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9240, Loss: 0.0360
Epoch  25 Batch  453/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0336
Epoch  25 Batch  454/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9290, Loss: 0.0464
Epoch  25 Batch  455/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9208, Loss: 0.0352
Epoch  25 Batch  456/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0341
Epoch  25 Batch  457/1077 - Train Accuracy: 0.9170, Validation Accuracy: 0.9233, Loss: 0.0310
Epoch  25 Batch  458/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9244, Loss: 0.0409
Epoch  25 Batch  459/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9169, Loss: 0.0391
Epoch  25 Batch  460/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9165, Loss: 0.0403
Epoch  25 Batch  461/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9137, Loss: 0.0340
Epoch  25 Batch  462/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9176, Loss: 0.0347
Epoch  25 Batch  463/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9240, Loss: 0.0361
Epoch  25 Batch  464/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0390
Epoch  25 Batch  465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9137, Loss: 0.0518
Epoch  25 Batch  466/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9173, Loss: 0.0344
Epoch  25 Batch  467/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9123, Loss: 0.0432
Epoch  25 Batch  468/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9247, Loss: 0.0364
Epoch  25 Batch  469/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9197, Loss: 0.0312
Epoch  25 Batch  470/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9244, Loss: 0.0366
Epoch  25 Batch  471/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9293, Loss: 0.0265
Epoch  25 Batch  472/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9233, Loss: 0.0320
Epoch  25 Batch  473/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9251, Loss: 0.0353
Epoch  25 Batch  474/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9283, Loss: 0.0325
Epoch  25 Batch  475/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9286, Loss: 0.0382
Epoch  25 Batch  476/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9237, Loss: 0.0284
Epoch  25 Batch  477/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0431
Epoch  25 Batch  478/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9251, Loss: 0.0378
Epoch  25 Batch  479/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9205, Loss: 0.0391
Epoch  25 Batch  480/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9208, Loss: 0.0356
Epoch  25 Batch  481/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9162, Loss: 0.0343
Epoch  25 Batch  482/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9155, Loss: 0.0463
Epoch  25 Batch  483/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9180, Loss: 0.0496
Epoch  25 Batch  484/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9219, Loss: 0.0386
Epoch  25 Batch  485/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9134, Loss: 0.0376
Epoch  25 Batch  486/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9041, Loss: 0.0289
Epoch  25 Batch  487/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9091, Loss: 0.0292
Epoch  25 Batch  488/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9091, Loss: 0.0278
Epoch  25 Batch  489/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9247, Loss: 0.0285
Epoch  25 Batch  490/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9247, Loss: 0.0391
Epoch  25 Batch  491/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9293, Loss: 0.0492
Epoch  25 Batch  492/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9237, Loss: 0.0425
Epoch  25 Batch  493/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9240, Loss: 0.0300
Epoch  25 Batch  494/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9226, Loss: 0.0300
Epoch  25 Batch  495/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9201, Loss: 0.0326
Epoch  25 Batch  496/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9226, Loss: 0.0374
Epoch  25 Batch  497/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9180, Loss: 0.0402
Epoch  25 Batch  498/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9261, Loss: 0.0352
Epoch  25 Batch  499/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9268, Loss: 0.0347
Epoch  25 Batch  500/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9268, Loss: 0.0274
Epoch  25 Batch  501/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9361, Loss: 0.0328
Epoch  25 Batch  502/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9226, Loss: 0.0428
Epoch  25 Batch  503/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9229, Loss: 0.0315
Epoch  25 Batch  504/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9368, Loss: 0.0338
Epoch  25 Batch  505/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9339, Loss: 0.0296
Epoch  25 Batch  506/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9315, Loss: 0.0411
Epoch  25 Batch  507/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9322, Loss: 0.0380
Epoch  25 Batch  508/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9279, Loss: 0.0292
Epoch  25 Batch  509/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9190, Loss: 0.0375
Epoch  25 Batch  510/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9190, Loss: 0.0371
Epoch  25 Batch  511/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9272, Loss: 0.0369
Epoch  25 Batch  512/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9276, Loss: 0.0292
Epoch  25 Batch  513/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9325, Loss: 0.0396
Epoch  25 Batch  514/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9226, Loss: 0.0351
Epoch  25 Batch  515/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9165, Loss: 0.0387
Epoch  25 Batch  516/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9215, Loss: 0.0396
Epoch  25 Batch  517/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9123, Loss: 0.0398
Epoch  25 Batch  518/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9119, Loss: 0.0342
Epoch  25 Batch  519/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9173, Loss: 0.0405
Epoch  25 Batch  520/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9244, Loss: 0.0321
Epoch  25 Batch  521/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9244, Loss: 0.0364
Epoch  25 Batch  522/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9279, Loss: 0.0470
Epoch  25 Batch  523/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0351
Epoch  25 Batch  524/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0377
Epoch  25 Batch  525/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9233, Loss: 0.0364
Epoch  25 Batch  526/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9226, Loss: 0.0322
Epoch  25 Batch  527/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9226, Loss: 0.0377
Epoch  25 Batch  528/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9194, Loss: 0.0367
Epoch  25 Batch  529/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9411, Loss: 0.0386
Epoch  25 Batch  530/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9418, Loss: 0.0414
Epoch  25 Batch  531/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9364, Loss: 0.0375
Epoch  25 Batch  532/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9254, Loss: 0.0449
Epoch  25 Batch  533/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9258, Loss: 0.0320
Epoch  25 Batch  534/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9254, Loss: 0.0452
Epoch  25 Batch  535/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9254, Loss: 0.0410
Epoch  25 Batch  536/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0397
Epoch  25 Batch  537/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9222, Loss: 0.0341
Epoch  25 Batch  538/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9215, Loss: 0.0316
Epoch  25 Batch  539/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9215, Loss: 0.0473
Epoch  25 Batch  540/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9379, Loss: 0.0309
Epoch  25 Batch  541/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9357, Loss: 0.0331
Epoch  25 Batch  542/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9308, Loss: 0.0376
Epoch  25 Batch  543/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9329, Loss: 0.0321
Epoch  25 Batch  544/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9286, Loss: 0.0240
Epoch  25 Batch  545/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9300, Loss: 0.0344
Epoch  25 Batch  546/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9276, Loss: 0.0418
Epoch  25 Batch  547/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9322, Loss: 0.0297
Epoch  25 Batch  548/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9233, Loss: 0.0458
Epoch  25 Batch  549/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9183, Loss: 0.0459
Epoch  25 Batch  550/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9087, Loss: 0.0376
Epoch  25 Batch  551/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9251, Loss: 0.0378
Epoch  25 Batch  552/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9201, Loss: 0.0396
Epoch  25 Batch  553/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9208, Loss: 0.0471
Epoch  25 Batch  554/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9180, Loss: 0.0351
Epoch  25 Batch  555/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9155, Loss: 0.0343
Epoch  25 Batch  556/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9151, Loss: 0.0318
Epoch  25 Batch  557/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9173, Loss: 0.0336
Epoch  25 Batch  558/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9176, Loss: 0.0277
Epoch  25 Batch  559/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9276, Loss: 0.0365
Epoch  25 Batch  560/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9254, Loss: 0.0394
Epoch  25 Batch  561/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9254, Loss: 0.0356
Epoch  25 Batch  562/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9286, Loss: 0.0318
Epoch  25 Batch  563/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9254, Loss: 0.0414
Epoch  25 Batch  564/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9251, Loss: 0.0469
Epoch  25 Batch  565/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9244, Loss: 0.0468
Epoch  25 Batch  566/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9130, Loss: 0.0462
Epoch  25 Batch  567/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9134, Loss: 0.0377
Epoch  25 Batch  568/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9134, Loss: 0.0349
Epoch  25 Batch  569/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9116, Loss: 0.0424
Epoch  25 Batch  570/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9112, Loss: 0.0454
Epoch  25 Batch  571/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9158, Loss: 0.0295
Epoch  25 Batch  572/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9183, Loss: 0.0373
Epoch  25 Batch  573/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9286, Loss: 0.0546
Epoch  25 Batch  574/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9379, Loss: 0.0367
Epoch  25 Batch  575/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9286, Loss: 0.0307
Epoch  25 Batch  576/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9336, Loss: 0.0330
Epoch  25 Batch  577/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0369
Epoch  25 Batch  578/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9308, Loss: 0.0316
Epoch  25 Batch  579/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9336, Loss: 0.0372
Epoch  25 Batch  580/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9286, Loss: 0.0310
Epoch  25 Batch  581/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9240, Loss: 0.0292
Epoch  25 Batch  582/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9283, Loss: 0.0343
Epoch  25 Batch  583/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9343, Loss: 0.0475
Epoch  25 Batch  584/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9293, Loss: 0.0414
Epoch  25 Batch  585/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9258, Loss: 0.0277
Epoch  25 Batch  586/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9258, Loss: 0.0311
Epoch  25 Batch  587/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9258, Loss: 0.0366
Epoch  25 Batch  588/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9237, Loss: 0.0326
Epoch  25 Batch  589/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9237, Loss: 0.0308
Epoch  25 Batch  590/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9265, Loss: 0.0433
Epoch  25 Batch  591/1077 - Train Accuracy: 0.9339, Validation Accuracy: 0.9311, Loss: 0.0355
Epoch  25 Batch  592/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9254, Loss: 0.0432
Epoch  25 Batch  593/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9219, Loss: 0.0540
Epoch  25 Batch  594/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9190, Loss: 0.0428
Epoch  25 Batch  595/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9219, Loss: 0.0364
Epoch  25 Batch  596/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9197, Loss: 0.0381
Epoch  25 Batch  597/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0340
Epoch  25 Batch  598/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9190, Loss: 0.0381
Epoch  25 Batch  599/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9144, Loss: 0.0561
Epoch  25 Batch  600/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9187, Loss: 0.0426
Epoch  25 Batch  601/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9251, Loss: 0.0408
Epoch  25 Batch  602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9254, Loss: 0.0410
Epoch  25 Batch  603/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9304, Loss: 0.0422
Epoch  25 Batch  604/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9286, Loss: 0.0539
Epoch  25 Batch  605/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9268, Loss: 0.0420
Epoch  25 Batch  606/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9304, Loss: 0.0304
Epoch  25 Batch  607/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9304, Loss: 0.0463
Epoch  25 Batch  608/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9237, Loss: 0.0424
Epoch  25 Batch  609/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9332, Loss: 0.0434
Epoch  25 Batch  610/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9300, Loss: 0.0460
Epoch  25 Batch  611/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9197, Loss: 0.0390
Epoch  25 Batch  612/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0281
Epoch  25 Batch  613/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9258, Loss: 0.0488
Epoch  25 Batch  614/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9286, Loss: 0.0378
Epoch  25 Batch  615/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9336, Loss: 0.0294
Epoch  25 Batch  616/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9329, Loss: 0.0376
Epoch  25 Batch  617/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9279, Loss: 0.0313
Epoch  25 Batch  618/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9276, Loss: 0.0401
Epoch  25 Batch  619/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9332, Loss: 0.0304
Epoch  25 Batch  620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9237, Loss: 0.0297
Epoch  25 Batch  621/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9237, Loss: 0.0388
Epoch  25 Batch  622/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9237, Loss: 0.0456
Epoch  25 Batch  623/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9339, Loss: 0.0472
Epoch  25 Batch  624/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9347, Loss: 0.0426
Epoch  25 Batch  625/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9393, Loss: 0.0375
Epoch  25 Batch  626/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9343, Loss: 0.0314
Epoch  25 Batch  627/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9347, Loss: 0.0329
Epoch  25 Batch  628/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9347, Loss: 0.0362
Epoch  25 Batch  629/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9283, Loss: 0.0435
Epoch  25 Batch  630/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9286, Loss: 0.0341
Epoch  25 Batch  631/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9286, Loss: 0.0408
Epoch  25 Batch  632/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9272, Loss: 0.0302
Epoch  25 Batch  633/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9276, Loss: 0.0339
Epoch  25 Batch  634/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9293, Loss: 0.0288
Epoch  25 Batch  635/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9279, Loss: 0.0404
Epoch  25 Batch  636/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0345
Epoch  25 Batch  637/1077 - Train Accuracy: 0.8984, Validation Accuracy: 0.9379, Loss: 0.0350
Epoch  25 Batch  638/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0314
Epoch  25 Batch  639/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0407
Epoch  25 Batch  640/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9332, Loss: 0.0301
Epoch  25 Batch  641/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9283, Loss: 0.0329
Epoch  25 Batch  642/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9173, Loss: 0.0316
Epoch  25 Batch  643/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9222, Loss: 0.0283
Epoch  25 Batch  644/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9183, Loss: 0.0390
Epoch  25 Batch  645/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9134, Loss: 0.0428
Epoch  25 Batch  646/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9197, Loss: 0.0344
Epoch  25 Batch  647/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9130, Loss: 0.0469
Epoch  25 Batch  648/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9158, Loss: 0.0349
Epoch  25 Batch  649/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9226, Loss: 0.0352
Epoch  25 Batch  650/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9325, Loss: 0.0322
Epoch  25 Batch  651/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9276, Loss: 0.0357
Epoch  25 Batch  652/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9208, Loss: 0.0362
Epoch  25 Batch  653/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9208, Loss: 0.0431
Epoch  25 Batch  654/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9265, Loss: 0.0344
Epoch  25 Batch  655/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9183, Loss: 0.0505
Epoch  25 Batch  656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9098, Loss: 0.0375
Epoch  25 Batch  657/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9098, Loss: 0.0390
Epoch  25 Batch  658/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9091, Loss: 0.0263
Epoch  25 Batch  659/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9094, Loss: 0.0398
Epoch  25 Batch  660/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.8977, Loss: 0.0330
Epoch  25 Batch  661/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9077, Loss: 0.0368
Epoch  25 Batch  662/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9176, Loss: 0.0341
Epoch  25 Batch  663/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0299
Epoch  25 Batch  664/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9343, Loss: 0.0384
Epoch  25 Batch  665/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9290, Loss: 0.0266
Epoch  25 Batch  666/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9215, Loss: 0.0371
Epoch  25 Batch  667/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9212, Loss: 0.0413
Epoch  25 Batch  668/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9215, Loss: 0.0335
Epoch  25 Batch  669/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9229, Loss: 0.0304
Epoch  25 Batch  670/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9205, Loss: 0.0354
Epoch  25 Batch  671/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9201, Loss: 0.0378
Epoch  25 Batch  672/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9087, Loss: 0.0317
Epoch  25 Batch  673/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9091, Loss: 0.0409
Epoch  25 Batch  674/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9080, Loss: 0.0336
Epoch  25 Batch  675/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9134, Loss: 0.0367
Epoch  25 Batch  676/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9247, Loss: 0.0400
Epoch  25 Batch  677/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9212, Loss: 0.0467
Epoch  25 Batch  678/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9290, Loss: 0.0286
Epoch  25 Batch  679/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9339, Loss: 0.0366
Epoch  25 Batch  680/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9336, Loss: 0.0382
Epoch  25 Batch  681/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9347, Loss: 0.0336
Epoch  25 Batch  682/1077 - Train Accuracy: 0.9027, Validation Accuracy: 0.9343, Loss: 0.0356
Epoch  25 Batch  683/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9244, Loss: 0.0318
Epoch  25 Batch  684/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9279, Loss: 0.0296
Epoch  25 Batch  685/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9226, Loss: 0.0424
Epoch  25 Batch  686/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9279, Loss: 0.0307
Epoch  25 Batch  687/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9286, Loss: 0.0384
Epoch  25 Batch  688/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9332, Loss: 0.0302
Epoch  25 Batch  689/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0256
Epoch  25 Batch  690/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9329, Loss: 0.0377
Epoch  25 Batch  691/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9357, Loss: 0.0360
Epoch  25 Batch  692/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9379, Loss: 0.0326
Epoch  25 Batch  693/1077 - Train Accuracy: 0.9128, Validation Accuracy: 0.9450, Loss: 0.0582
Epoch  25 Batch  694/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9400, Loss: 0.0343
Epoch  25 Batch  695/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9425, Loss: 0.0372
Epoch  25 Batch  696/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9375, Loss: 0.0351
Epoch  25 Batch  697/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9432, Loss: 0.0344
Epoch  25 Batch  698/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9382, Loss: 0.0327
Epoch  25 Batch  699/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0347
Epoch  25 Batch  700/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0380
Epoch  25 Batch  701/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9322, Loss: 0.0358
Epoch  25 Batch  702/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9311, Loss: 0.0495
Epoch  25 Batch  703/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0402
Epoch  25 Batch  704/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9386, Loss: 0.0513
Epoch  25 Batch  705/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9350, Loss: 0.0404
Epoch  25 Batch  706/1077 - Train Accuracy: 0.8973, Validation Accuracy: 0.9403, Loss: 0.0637
Epoch  25 Batch  707/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9357, Loss: 0.0415
Epoch  25 Batch  708/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9361, Loss: 0.0382
Epoch  25 Batch  709/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9258, Loss: 0.0448
Epoch  25 Batch  710/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9283, Loss: 0.0242
Epoch  25 Batch  711/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9180, Loss: 0.0455
Epoch  25 Batch  712/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9201, Loss: 0.0268
Epoch  25 Batch  713/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9201, Loss: 0.0313
Epoch  25 Batch  714/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9190, Loss: 0.0328
Epoch  25 Batch  715/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9219, Loss: 0.0416
Epoch  25 Batch  716/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9222, Loss: 0.0295
Epoch  25 Batch  717/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9237, Loss: 0.0258
Epoch  25 Batch  718/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9283, Loss: 0.0370
Epoch  25 Batch  719/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9219, Loss: 0.0334
Epoch  25 Batch  720/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9219, Loss: 0.0373
Epoch  25 Batch  721/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9233, Loss: 0.0388
Epoch  25 Batch  722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9155, Loss: 0.0315
Epoch  25 Batch  723/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9261, Loss: 0.0393
Epoch  25 Batch  724/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9311, Loss: 0.0384
Epoch  25 Batch  725/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9311, Loss: 0.0296
Epoch  25 Batch  726/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9361, Loss: 0.0313
Epoch  25 Batch  727/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0342
Epoch  25 Batch  728/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9389, Loss: 0.0467
Epoch  25 Batch  729/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9339, Loss: 0.0445
Epoch  25 Batch  730/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9339, Loss: 0.0461
Epoch  25 Batch  731/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9233, Loss: 0.0384
Epoch  25 Batch  732/1077 - Train Accuracy: 0.9149, Validation Accuracy: 0.9226, Loss: 0.0408
Epoch  25 Batch  733/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0395
Epoch  25 Batch  734/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9173, Loss: 0.0339
Epoch  25 Batch  735/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9187, Loss: 0.0274
Epoch  25 Batch  736/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9165, Loss: 0.0359
Epoch  25 Batch  737/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9162, Loss: 0.0411
Epoch  25 Batch  738/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9315, Loss: 0.0259
Epoch  25 Batch  739/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9339, Loss: 0.0361
Epoch  25 Batch  740/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9343, Loss: 0.0264
Epoch  25 Batch  741/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9343, Loss: 0.0415
Epoch  25 Batch  742/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9389, Loss: 0.0346
Epoch  25 Batch  743/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0347
Epoch  25 Batch  744/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9396, Loss: 0.0362
Epoch  25 Batch  745/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9396, Loss: 0.0408
Epoch  25 Batch  746/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9418, Loss: 0.0315
Epoch  25 Batch  747/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9418, Loss: 0.0313
Epoch  25 Batch  748/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9315, Loss: 0.0293
Epoch  25 Batch  749/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9286, Loss: 0.0310
Epoch  25 Batch  750/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9240, Loss: 0.0339
Epoch  25 Batch  751/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9173, Loss: 0.0382
Epoch  25 Batch  752/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9176, Loss: 0.0359
Epoch  25 Batch  753/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9219, Loss: 0.0343
Epoch  25 Batch  754/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9240, Loss: 0.0395
Epoch  25 Batch  755/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9286, Loss: 0.0433
Epoch  25 Batch  756/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9261, Loss: 0.0365
Epoch  25 Batch  757/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9283, Loss: 0.0355
Epoch  25 Batch  758/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9290, Loss: 0.0290
Epoch  25 Batch  759/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9393, Loss: 0.0340
Epoch  25 Batch  760/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0450
Epoch  25 Batch  761/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9343, Loss: 0.0358
Epoch  25 Batch  762/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0325
Epoch  25 Batch  763/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9336, Loss: 0.0378
Epoch  25 Batch  764/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9339, Loss: 0.0336
Epoch  25 Batch  765/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9297, Loss: 0.0419
Epoch  25 Batch  766/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9247, Loss: 0.0414
Epoch  25 Batch  767/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9240, Loss: 0.0361
Epoch  25 Batch  768/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9190, Loss: 0.0374
Epoch  25 Batch  769/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9237, Loss: 0.0357
Epoch  25 Batch  770/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9240, Loss: 0.0370
Epoch  25 Batch  771/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9329, Loss: 0.0364
Epoch  25 Batch  772/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9379, Loss: 0.0321
Epoch  25 Batch  773/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9496, Loss: 0.0349
Epoch  25 Batch  774/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9439, Loss: 0.0370
Epoch  25 Batch  775/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0355
Epoch  25 Batch  776/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0333
Epoch  25 Batch  777/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0337
Epoch  25 Batch  778/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9489, Loss: 0.0406
Epoch  25 Batch  779/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0359
Epoch  25 Batch  780/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9403, Loss: 0.0484
Epoch  25 Batch  781/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9403, Loss: 0.0286
Epoch  25 Batch  782/1077 - Train Accuracy: 0.9275, Validation Accuracy: 0.9304, Loss: 0.0353
Epoch  25 Batch  783/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9279, Loss: 0.0420
Epoch  25 Batch  784/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9247, Loss: 0.0247
Epoch  25 Batch  785/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9297, Loss: 0.0307
Epoch  25 Batch  786/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9347, Loss: 0.0339
Epoch  25 Batch  787/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9347, Loss: 0.0365
Epoch  25 Batch  788/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0350
Epoch  25 Batch  789/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9446, Loss: 0.0375
Epoch  25 Batch  790/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9414, Loss: 0.0412
Epoch  25 Batch  791/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9428, Loss: 0.0406
Epoch  25 Batch  792/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9435, Loss: 0.0366
Epoch  25 Batch  793/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0353
Epoch  25 Batch  794/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9442, Loss: 0.0276
Epoch  25 Batch  795/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9414, Loss: 0.0399
Epoch  25 Batch  796/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9315, Loss: 0.0324
Epoch  25 Batch  797/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9311, Loss: 0.0393
Epoch  25 Batch  798/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9308, Loss: 0.0360
Epoch  25 Batch  799/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9311, Loss: 0.0482
Epoch  25 Batch  800/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9290, Loss: 0.0322
Epoch  25 Batch  801/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9251, Loss: 0.0334
Epoch  25 Batch  802/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9304, Loss: 0.0424
Epoch  25 Batch  803/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9290, Loss: 0.0364
Epoch  25 Batch  804/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9286, Loss: 0.0279
Epoch  25 Batch  805/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9290, Loss: 0.0409
Epoch  25 Batch  806/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9237, Loss: 0.0337
Epoch  25 Batch  807/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9215, Loss: 0.0311
Epoch  25 Batch  808/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9215, Loss: 0.0506
Epoch  25 Batch  809/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9219, Loss: 0.0551
Epoch  25 Batch  810/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9343, Loss: 0.0292
Epoch  25 Batch  811/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9293, Loss: 0.0396
Epoch  25 Batch  812/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9336, Loss: 0.0368
Epoch  25 Batch  813/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9308, Loss: 0.0419
Epoch  25 Batch  814/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9290, Loss: 0.0403
Epoch  25 Batch  815/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9364, Loss: 0.0446
Epoch  25 Batch  816/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9165, Loss: 0.0355
Epoch  25 Batch  817/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9368, Loss: 0.0435
Epoch  25 Batch  818/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9325, Loss: 0.0376
Epoch  25 Batch  819/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9261, Loss: 0.0368
Epoch  25 Batch  820/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9187, Loss: 0.0405
Epoch  25 Batch  821/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9233, Loss: 0.0387
Epoch  25 Batch  822/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9258, Loss: 0.0307
Epoch  25 Batch  823/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0348
Epoch  25 Batch  824/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9389, Loss: 0.0397
Epoch  25 Batch  825/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9343, Loss: 0.0294
Epoch  25 Batch  826/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9414, Loss: 0.0319
Epoch  25 Batch  827/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9322, Loss: 0.0380
Epoch  25 Batch  828/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0320
Epoch  25 Batch  829/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9379, Loss: 0.0484
Epoch  25 Batch  830/1077 - Train Accuracy: 0.8875, Validation Accuracy: 0.9457, Loss: 0.0422
Epoch  25 Batch  831/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9375, Loss: 0.0337
Epoch  25 Batch  832/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0332
Epoch  25 Batch  833/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9308, Loss: 0.0443
Epoch  25 Batch  834/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9311, Loss: 0.0377
Epoch  25 Batch  835/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9311, Loss: 0.0405
Epoch  25 Batch  836/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9315, Loss: 0.0333
Epoch  25 Batch  837/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9414, Loss: 0.0439
Epoch  25 Batch  838/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0357
Epoch  25 Batch  839/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9439, Loss: 0.0287
Epoch  25 Batch  840/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9446, Loss: 0.0341
Epoch  25 Batch  841/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9446, Loss: 0.0528
Epoch  25 Batch  842/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0275
Epoch  25 Batch  843/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0276
Epoch  25 Batch  844/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0333
Epoch  25 Batch  845/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0315
Epoch  25 Batch  846/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9368, Loss: 0.0530
Epoch  25 Batch  847/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9318, Loss: 0.0444
Epoch  25 Batch  848/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9364, Loss: 0.0333
Epoch  25 Batch  849/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9354, Loss: 0.0294
Epoch  25 Batch  850/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9300, Loss: 0.0537
Epoch  25 Batch  851/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9297, Loss: 0.0519
Epoch  25 Batch  852/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9379, Loss: 0.0531
Epoch  25 Batch  853/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9375, Loss: 0.0362
Epoch  25 Batch  854/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9371, Loss: 0.0400
Epoch  25 Batch  855/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9393, Loss: 0.0507
Epoch  25 Batch  856/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9343, Loss: 0.0401
Epoch  25 Batch  857/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0308
Epoch  25 Batch  858/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9386, Loss: 0.0323
Epoch  25 Batch  859/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0341
Epoch  25 Batch  860/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9336, Loss: 0.0392
Epoch  25 Batch  861/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9272, Loss: 0.0336
Epoch  25 Batch  862/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9325, Loss: 0.0411
Epoch  25 Batch  863/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9276, Loss: 0.0307
Epoch  25 Batch  864/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9332, Loss: 0.0370
Epoch  25 Batch  865/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9357, Loss: 0.0332
Epoch  25 Batch  866/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9357, Loss: 0.0394
Epoch  25 Batch  867/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9357, Loss: 0.0751
Epoch  25 Batch  868/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0456
Epoch  25 Batch  869/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9357, Loss: 0.0331
Epoch  25 Batch  870/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9407, Loss: 0.0357
Epoch  25 Batch  871/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9336, Loss: 0.0319
Epoch  25 Batch  872/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0326
Epoch  25 Batch  873/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9336, Loss: 0.0342
Epoch  25 Batch  874/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9347, Loss: 0.0392
Epoch  25 Batch  875/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9354, Loss: 0.0341
Epoch  25 Batch  876/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0293
Epoch  25 Batch  877/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9265, Loss: 0.0324
Epoch  25 Batch  878/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9276, Loss: 0.0308
Epoch  25 Batch  879/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9283, Loss: 0.0266
Epoch  25 Batch  880/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9283, Loss: 0.0453
Epoch  25 Batch  881/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9322, Loss: 0.0398
Epoch  25 Batch  882/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9272, Loss: 0.0366
Epoch  25 Batch  883/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9322, Loss: 0.0503
Epoch  25 Batch  884/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9343, Loss: 0.0390
Epoch  25 Batch  885/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9336, Loss: 0.0230
Epoch  25 Batch  886/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0343
Epoch  25 Batch  887/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9460, Loss: 0.0411
Epoch  25 Batch  888/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9435, Loss: 0.0394
Epoch  25 Batch  889/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9343, Loss: 0.0386
Epoch  25 Batch  890/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9322, Loss: 0.0434
Epoch  25 Batch  891/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9322, Loss: 0.0305
Epoch  25 Batch  892/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9371, Loss: 0.0337
Epoch  25 Batch  893/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9421, Loss: 0.0374
Epoch  25 Batch  894/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9396, Loss: 0.0311
Epoch  25 Batch  895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9382, Loss: 0.0320
Epoch  25 Batch  896/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9286, Loss: 0.0381
Epoch  25 Batch  897/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9286, Loss: 0.0314
Epoch  25 Batch  898/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9286, Loss: 0.0320
Epoch  25 Batch  899/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9244, Loss: 0.0371
Epoch  25 Batch  900/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9343, Loss: 0.0423
Epoch  25 Batch  901/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9389, Loss: 0.0506
Epoch  25 Batch  902/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9389, Loss: 0.0387
Epoch  25 Batch  903/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9371, Loss: 0.0313
Epoch  25 Batch  904/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9336, Loss: 0.0311
Epoch  25 Batch  905/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9336, Loss: 0.0315
Epoch  25 Batch  906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0337
Epoch  25 Batch  907/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9329, Loss: 0.0342
Epoch  25 Batch  908/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9425, Loss: 0.0402
Epoch  25 Batch  909/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9382, Loss: 0.0437
Epoch  25 Batch  910/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9379, Loss: 0.0401
Epoch  25 Batch  911/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9325, Loss: 0.0537
Epoch  25 Batch  912/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9375, Loss: 0.0341
Epoch  25 Batch  913/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9411, Loss: 0.0490
Epoch  25 Batch  914/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9389, Loss: 0.0706
Epoch  25 Batch  915/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0334
Epoch  25 Batch  916/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0426
Epoch  25 Batch  917/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9354, Loss: 0.0347
Epoch  25 Batch  918/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9446, Loss: 0.0351
Epoch  25 Batch  919/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9396, Loss: 0.0287
Epoch  25 Batch  920/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9396, Loss: 0.0320
Epoch  25 Batch  921/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9368, Loss: 0.0355
Epoch  25 Batch  922/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9315, Loss: 0.0351
Epoch  25 Batch  923/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9237, Loss: 0.0263
Epoch  25 Batch  924/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9212, Loss: 0.0458
Epoch  25 Batch  925/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9169, Loss: 0.0297
Epoch  25 Batch  926/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9219, Loss: 0.0437
Epoch  25 Batch  927/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9283, Loss: 0.0439
Epoch  25 Batch  928/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9286, Loss: 0.0343
Epoch  25 Batch  929/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9318, Loss: 0.0327
Epoch  25 Batch  930/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9347, Loss: 0.0272
Epoch  25 Batch  931/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9244, Loss: 0.0371
Epoch  25 Batch  932/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9240, Loss: 0.0335
Epoch  25 Batch  933/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0341
Epoch  25 Batch  934/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9329, Loss: 0.0295
Epoch  25 Batch  935/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0361
Epoch  25 Batch  936/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0373
Epoch  25 Batch  937/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9155, Loss: 0.0498
Epoch  25 Batch  938/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9173, Loss: 0.0425
Epoch  25 Batch  939/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9247, Loss: 0.0448
Epoch  25 Batch  940/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0295
Epoch  25 Batch  941/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9247, Loss: 0.0350
Epoch  25 Batch  942/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9268, Loss: 0.0447
Epoch  25 Batch  943/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9258, Loss: 0.0341
Epoch  25 Batch  944/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9261, Loss: 0.0345
Epoch  25 Batch  945/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9318, Loss: 0.0298
Epoch  25 Batch  946/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9304, Loss: 0.0252
Epoch  25 Batch  947/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9339, Loss: 0.0440
Epoch  25 Batch  948/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9407, Loss: 0.0335
Epoch  25 Batch  949/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9226, Loss: 0.0298
Epoch  25 Batch  950/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9183, Loss: 0.0344
Epoch  25 Batch  951/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9304, Loss: 0.0417
Epoch  25 Batch  952/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9215, Loss: 0.0281
Epoch  25 Batch  953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9219, Loss: 0.0377
Epoch  25 Batch  954/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9304, Loss: 0.0443
Epoch  25 Batch  955/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9350, Loss: 0.0411
Epoch  25 Batch  956/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9371, Loss: 0.0375
Epoch  25 Batch  957/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9325, Loss: 0.0249
Epoch  25 Batch  958/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9272, Loss: 0.0432
Epoch  25 Batch  959/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9272, Loss: 0.0381
Epoch  25 Batch  960/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9208, Loss: 0.0323
Epoch  25 Batch  961/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9222, Loss: 0.0287
Epoch  25 Batch  962/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9165, Loss: 0.0368
Epoch  25 Batch  963/1077 - Train Accuracy: 0.9444, Validation Accuracy: 0.9261, Loss: 0.0470
Epoch  25 Batch  964/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9286, Loss: 0.0323
Epoch  25 Batch  965/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9332, Loss: 0.0481
Epoch  25 Batch  966/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9339, Loss: 0.0299
Epoch  25 Batch  967/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9336, Loss: 0.0399
Epoch  25 Batch  968/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9396, Loss: 0.0445
Epoch  25 Batch  969/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9350, Loss: 0.0428
Epoch  25 Batch  970/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9290, Loss: 0.0371
Epoch  25 Batch  971/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9279, Loss: 0.0403
Epoch  25 Batch  972/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9308, Loss: 0.0424
Epoch  25 Batch  973/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0243
Epoch  25 Batch  974/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9276, Loss: 0.0297
Epoch  25 Batch  975/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9311, Loss: 0.0340
Epoch  25 Batch  976/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0307
Epoch  25 Batch  977/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9247, Loss: 0.0236
Epoch  25 Batch  978/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9151, Loss: 0.0346
Epoch  25 Batch  979/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9194, Loss: 0.0366
Epoch  25 Batch  980/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9215, Loss: 0.0357
Epoch  25 Batch  981/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9265, Loss: 0.0429
Epoch  25 Batch  982/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9279, Loss: 0.0393
Epoch  25 Batch  983/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9276, Loss: 0.0361
Epoch  25 Batch  984/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9155, Loss: 0.0426
Epoch  25 Batch  985/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9144, Loss: 0.0312
Epoch  25 Batch  986/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9190, Loss: 0.0335
Epoch  25 Batch  987/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9261, Loss: 0.0332
Epoch  25 Batch  988/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9247, Loss: 0.0424
Epoch  25 Batch  989/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9229, Loss: 0.0389
Epoch  25 Batch  990/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9233, Loss: 0.0446
Epoch  25 Batch  991/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9190, Loss: 0.0363
Epoch  25 Batch  992/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9144, Loss: 0.0376
Epoch  25 Batch  993/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9194, Loss: 0.0254
Epoch  25 Batch  994/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9194, Loss: 0.0315
Epoch  25 Batch  995/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9354, Loss: 0.0333
Epoch  25 Batch  996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0347
Epoch  25 Batch  997/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0372
Epoch  25 Batch  998/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9368, Loss: 0.0296
Epoch  25 Batch  999/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9254, Loss: 0.0456
Epoch  25 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9158, Loss: 0.0369
Epoch  25 Batch 1001/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9208, Loss: 0.0323
Epoch  25 Batch 1002/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0260
Epoch  25 Batch 1003/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9183, Loss: 0.0341
Epoch  25 Batch 1004/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9283, Loss: 0.0371
Epoch  25 Batch 1005/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9180, Loss: 0.0341
Epoch  25 Batch 1006/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9158, Loss: 0.0309
Epoch  25 Batch 1007/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9290, Loss: 0.0315
Epoch  25 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9247, Loss: 0.0388
Epoch  25 Batch 1009/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9201, Loss: 0.0254
Epoch  25 Batch 1010/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9169, Loss: 0.0310
Epoch  25 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9169, Loss: 0.0354
Epoch  25 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9105, Loss: 0.0255
Epoch  25 Batch 1013/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9109, Loss: 0.0272
Epoch  25 Batch 1014/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9109, Loss: 0.0315
Epoch  25 Batch 1015/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9205, Loss: 0.0416
Epoch  25 Batch 1016/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9201, Loss: 0.0340
Epoch  25 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9148, Loss: 0.0305
Epoch  25 Batch 1018/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9205, Loss: 0.0423
Epoch  25 Batch 1019/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9208, Loss: 0.0467
Epoch  25 Batch 1020/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9190, Loss: 0.0306
Epoch  25 Batch 1021/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9144, Loss: 0.0368
Epoch  25 Batch 1022/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9151, Loss: 0.0302
Epoch  25 Batch 1023/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9151, Loss: 0.0342
Epoch  25 Batch 1024/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9197, Loss: 0.0422
Epoch  25 Batch 1025/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9190, Loss: 0.0352
Epoch  25 Batch 1026/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9187, Loss: 0.0389
Epoch  25 Batch 1027/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9187, Loss: 0.0354
Epoch  25 Batch 1028/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9240, Loss: 0.0359
Epoch  25 Batch 1029/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9180, Loss: 0.0293
Epoch  25 Batch 1030/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9183, Loss: 0.0376
Epoch  25 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9080, Loss: 0.0374
Epoch  25 Batch 1032/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9183, Loss: 0.0443
Epoch  25 Batch 1033/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9237, Loss: 0.0413
Epoch  25 Batch 1034/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9240, Loss: 0.0324
Epoch  25 Batch 1035/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9233, Loss: 0.0248
Epoch  25 Batch 1036/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9226, Loss: 0.0521
Epoch  25 Batch 1037/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9226, Loss: 0.0377
Epoch  25 Batch 1038/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9087, Loss: 0.0441
Epoch  25 Batch 1039/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9130, Loss: 0.0331
Epoch  25 Batch 1040/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9233, Loss: 0.0354
Epoch  25 Batch 1041/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9233, Loss: 0.0450
Epoch  25 Batch 1042/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0394
Epoch  25 Batch 1043/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0525
Epoch  25 Batch 1044/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9293, Loss: 0.0432
Epoch  25 Batch 1045/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0402
Epoch  25 Batch 1046/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9194, Loss: 0.0273
Epoch  25 Batch 1047/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9212, Loss: 0.0286
Epoch  25 Batch 1048/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0415
Epoch  25 Batch 1049/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9244, Loss: 0.0390
Epoch  25 Batch 1050/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9244, Loss: 0.0257
Epoch  25 Batch 1051/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9343, Loss: 0.0431
Epoch  25 Batch 1052/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9290, Loss: 0.0304
Epoch  25 Batch 1053/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9364, Loss: 0.0354
Epoch  25 Batch 1054/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9276, Loss: 0.0337
Epoch  25 Batch 1055/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9233, Loss: 0.0417
Epoch  25 Batch 1056/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0324
Epoch  25 Batch 1057/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0341
Epoch  25 Batch 1058/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9286, Loss: 0.0393
Epoch  25 Batch 1059/1077 - Train Accuracy: 0.8951, Validation Accuracy: 0.9286, Loss: 0.0441
Epoch  25 Batch 1060/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0298
Epoch  25 Batch 1061/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9315, Loss: 0.0518
Epoch  25 Batch 1062/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9336, Loss: 0.0437
Epoch  25 Batch 1063/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9382, Loss: 0.0435
Epoch  25 Batch 1064/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0334
Epoch  25 Batch 1065/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9428, Loss: 0.0408
Epoch  25 Batch 1066/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0280
Epoch  25 Batch 1067/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9442, Loss: 0.0397
Epoch  25 Batch 1068/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0286
Epoch  25 Batch 1069/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9418, Loss: 0.0268
Epoch  25 Batch 1070/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9389, Loss: 0.0357
Epoch  25 Batch 1071/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9389, Loss: 0.0354
Epoch  25 Batch 1072/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9439, Loss: 0.0356
Epoch  25 Batch 1073/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0379
Epoch  25 Batch 1074/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9407, Loss: 0.0515
Epoch  25 Batch 1075/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9403, Loss: 0.0408
Epoch  26 Batch    1/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9368, Loss: 0.0272
Epoch  26 Batch    2/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9411, Loss: 0.0362
Epoch  26 Batch    3/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0420
Epoch  26 Batch    4/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9439, Loss: 0.0358
Epoch  26 Batch    5/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9428, Loss: 0.0495
Epoch  26 Batch    6/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9375, Loss: 0.0317
Epoch  26 Batch    7/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9421, Loss: 0.0329
Epoch  26 Batch    8/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9421, Loss: 0.0309
Epoch  26 Batch    9/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9425, Loss: 0.0365
Epoch  26 Batch   10/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9421, Loss: 0.0329
Epoch  26 Batch   11/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9375, Loss: 0.0392
Epoch  26 Batch   12/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0324
Epoch  26 Batch   13/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9439, Loss: 0.0537
Epoch  26 Batch   14/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9464, Loss: 0.0285
Epoch  26 Batch   15/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0322
Epoch  26 Batch   16/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9478, Loss: 0.0343
Epoch  26 Batch   17/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9375, Loss: 0.0306
Epoch  26 Batch   18/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9318, Loss: 0.0351
Epoch  26 Batch   19/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9371, Loss: 0.0319
Epoch  26 Batch   20/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9428, Loss: 0.0302
Epoch  26 Batch   21/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9336, Loss: 0.0433
Epoch  26 Batch   22/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9261, Loss: 0.0394
Epoch  26 Batch   23/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9244, Loss: 0.0296
Epoch  26 Batch   24/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9190, Loss: 0.0412
Epoch  26 Batch   25/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9173, Loss: 0.0252
Epoch  26 Batch   26/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9173, Loss: 0.0417
Epoch  26 Batch   27/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9339, Loss: 0.0265
Epoch  26 Batch   28/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0363
Epoch  26 Batch   29/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9393, Loss: 0.0391
Epoch  26 Batch   30/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9354, Loss: 0.0307
Epoch  26 Batch   31/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9350, Loss: 0.0332
Epoch  26 Batch   32/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0293
Epoch  26 Batch   33/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9300, Loss: 0.0310
Epoch  26 Batch   34/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0411
Epoch  26 Batch   35/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9336, Loss: 0.0384
Epoch  26 Batch   36/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0321
Epoch  26 Batch   37/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0362
Epoch  26 Batch   38/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9208, Loss: 0.0462
Epoch  26 Batch   39/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9311, Loss: 0.0504
Epoch  26 Batch   40/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9272, Loss: 0.0334
Epoch  26 Batch   41/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9219, Loss: 0.0281
Epoch  26 Batch   42/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9272, Loss: 0.0433
Epoch  26 Batch   43/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9254, Loss: 0.0258
Epoch  26 Batch   44/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9205, Loss: 0.0261
Epoch  26 Batch   45/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9212, Loss: 0.0341
Epoch  26 Batch   46/1077 - Train Accuracy: 0.9124, Validation Accuracy: 0.9212, Loss: 0.0417
Epoch  26 Batch   47/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9205, Loss: 0.0391
Epoch  26 Batch   48/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9251, Loss: 0.0541
Epoch  26 Batch   49/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9272, Loss: 0.0416
Epoch  26 Batch   50/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9322, Loss: 0.0326
Epoch  26 Batch   51/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9173, Loss: 0.0337
Epoch  26 Batch   52/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9148, Loss: 0.0470
Epoch  26 Batch   53/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9162, Loss: 0.0353
Epoch  26 Batch   54/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9169, Loss: 0.0589
Epoch  26 Batch   55/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9272, Loss: 0.0323
Epoch  26 Batch   56/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0270
Epoch  26 Batch   57/1077 - Train Accuracy: 0.9279, Validation Accuracy: 0.9290, Loss: 0.0368
Epoch  26 Batch   58/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9229, Loss: 0.0303
Epoch  26 Batch   59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9244, Loss: 0.0341
Epoch  26 Batch   60/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9268, Loss: 0.0262
Epoch  26 Batch   61/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0374
Epoch  26 Batch   62/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9304, Loss: 0.0401
Epoch  26 Batch   63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9201, Loss: 0.0249
Epoch  26 Batch   64/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9212, Loss: 0.0331
Epoch  26 Batch   65/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9212, Loss: 0.0333
Epoch  26 Batch   66/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9229, Loss: 0.0238
Epoch  26 Batch   67/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9233, Loss: 0.0319
Epoch  26 Batch   68/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9180, Loss: 0.0425
Epoch  26 Batch   69/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9347, Loss: 0.0446
Epoch  26 Batch   70/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9322, Loss: 0.0440
Epoch  26 Batch   71/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9276, Loss: 0.0254
Epoch  26 Batch   72/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9283, Loss: 0.0353
Epoch  26 Batch   73/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9357, Loss: 0.0395
Epoch  26 Batch   74/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9375, Loss: 0.0332
Epoch  26 Batch   75/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9446, Loss: 0.0481
Epoch  26 Batch   76/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9421, Loss: 0.0269
Epoch  26 Batch   77/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9421, Loss: 0.0328
Epoch  26 Batch   78/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9393, Loss: 0.0349
Epoch  26 Batch   79/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9318, Loss: 0.0349
Epoch  26 Batch   80/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9364, Loss: 0.0347
Epoch  26 Batch   81/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9368, Loss: 0.0285
Epoch  26 Batch   82/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9293, Loss: 0.0361
Epoch  26 Batch   83/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9368, Loss: 0.0299
Epoch  26 Batch   84/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9318, Loss: 0.0302
Epoch  26 Batch   85/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9343, Loss: 0.0377
Epoch  26 Batch   86/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9350, Loss: 0.0330
Epoch  26 Batch   87/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9347, Loss: 0.0505
Epoch  26 Batch   88/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9393, Loss: 0.0395
Epoch  26 Batch   89/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9428, Loss: 0.0414
Epoch  26 Batch   90/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9379, Loss: 0.0321
Epoch  26 Batch   91/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9240, Loss: 0.0384
Epoch  26 Batch   92/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9237, Loss: 0.0407
Epoch  26 Batch   93/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9237, Loss: 0.0332
Epoch  26 Batch   94/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9212, Loss: 0.0284
Epoch  26 Batch   95/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9219, Loss: 0.0404
Epoch  26 Batch   96/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9151, Loss: 0.0395
Epoch  26 Batch   97/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9197, Loss: 0.0338
Epoch  26 Batch   98/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9318, Loss: 0.0395
Epoch  26 Batch   99/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9258, Loss: 0.0360
Epoch  26 Batch  100/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9258, Loss: 0.0405
Epoch  26 Batch  101/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9300, Loss: 0.0313
Epoch  26 Batch  102/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9308, Loss: 0.0282
Epoch  26 Batch  103/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9183, Loss: 0.0502
Epoch  26 Batch  104/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9137, Loss: 0.0418
Epoch  26 Batch  105/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9148, Loss: 0.0337
Epoch  26 Batch  106/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9070, Loss: 0.0409
Epoch  26 Batch  107/1077 - Train Accuracy: 0.9092, Validation Accuracy: 0.9034, Loss: 0.0391
Epoch  26 Batch  108/1077 - Train Accuracy: 0.9158, Validation Accuracy: 0.9158, Loss: 0.0390
Epoch  26 Batch  109/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9180, Loss: 0.0346
Epoch  26 Batch  110/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9165, Loss: 0.0267
Epoch  26 Batch  111/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9162, Loss: 0.0385
Epoch  26 Batch  112/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9187, Loss: 0.0305
Epoch  26 Batch  113/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9240, Loss: 0.0440
Epoch  26 Batch  114/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9300, Loss: 0.0301
Epoch  26 Batch  115/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9276, Loss: 0.0475
Epoch  26 Batch  116/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9322, Loss: 0.0506
Epoch  26 Batch  117/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9379, Loss: 0.0331
Epoch  26 Batch  118/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9343, Loss: 0.0394
Epoch  26 Batch  119/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9293, Loss: 0.0277
Epoch  26 Batch  120/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9297, Loss: 0.0534
Epoch  26 Batch  121/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0342
Epoch  26 Batch  122/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9332, Loss: 0.0329
Epoch  26 Batch  123/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9329, Loss: 0.0294
Epoch  26 Batch  124/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9442, Loss: 0.0401
Epoch  26 Batch  125/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9364, Loss: 0.0448
Epoch  26 Batch  126/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9379, Loss: 0.0364
Epoch  26 Batch  127/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9368, Loss: 0.0342
Epoch  26 Batch  128/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9268, Loss: 0.0332
Epoch  26 Batch  129/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9258, Loss: 0.0426
Epoch  26 Batch  130/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9190, Loss: 0.0380
Epoch  26 Batch  131/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9290, Loss: 0.0429
Epoch  26 Batch  132/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9208, Loss: 0.0318
Epoch  26 Batch  133/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9268, Loss: 0.0301
Epoch  26 Batch  134/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9272, Loss: 0.0356
Epoch  26 Batch  135/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9265, Loss: 0.0370
Epoch  26 Batch  136/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9332, Loss: 0.0306
Epoch  26 Batch  137/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9283, Loss: 0.0324
Epoch  26 Batch  138/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9297, Loss: 0.0357
Epoch  26 Batch  139/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9201, Loss: 0.0381
Epoch  26 Batch  140/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9315, Loss: 0.0328
Epoch  26 Batch  141/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0358
Epoch  26 Batch  142/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9315, Loss: 0.0374
Epoch  26 Batch  143/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9215, Loss: 0.0379
Epoch  26 Batch  144/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9247, Loss: 0.0549
Epoch  26 Batch  145/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9165, Loss: 0.0374
Epoch  26 Batch  146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9247, Loss: 0.0706
Epoch  26 Batch  147/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9272, Loss: 0.0317
Epoch  26 Batch  148/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9272, Loss: 0.0394
Epoch  26 Batch  149/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9290, Loss: 0.0347
Epoch  26 Batch  150/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9293, Loss: 0.0376
Epoch  26 Batch  151/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0308
Epoch  26 Batch  152/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9308, Loss: 0.0442
Epoch  26 Batch  153/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9322, Loss: 0.0479
Epoch  26 Batch  154/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9368, Loss: 0.0358
Epoch  26 Batch  155/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9361, Loss: 0.0342
Epoch  26 Batch  156/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9418, Loss: 0.0280
Epoch  26 Batch  157/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9432, Loss: 0.0342
Epoch  26 Batch  158/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9343, Loss: 0.0376
Epoch  26 Batch  159/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9300, Loss: 0.0343
Epoch  26 Batch  160/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9244, Loss: 0.0300
Epoch  26 Batch  161/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9244, Loss: 0.0258
Epoch  26 Batch  162/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9169, Loss: 0.0389
Epoch  26 Batch  163/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9222, Loss: 0.0456
Epoch  26 Batch  164/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9222, Loss: 0.0355
Epoch  26 Batch  165/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9339, Loss: 0.0531
Epoch  26 Batch  166/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9293, Loss: 0.0397
Epoch  26 Batch  167/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9237, Loss: 0.0292
Epoch  26 Batch  168/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9222, Loss: 0.0483
Epoch  26 Batch  169/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9212, Loss: 0.0356
Epoch  26 Batch  170/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9187, Loss: 0.0402
Epoch  26 Batch  171/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9265, Loss: 0.0367
Epoch  26 Batch  172/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9268, Loss: 0.0318
Epoch  26 Batch  173/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9173, Loss: 0.0360
Epoch  26 Batch  174/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9219, Loss: 0.0305
Epoch  26 Batch  175/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9144, Loss: 0.0402
Epoch  26 Batch  176/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9244, Loss: 0.0362
Epoch  26 Batch  177/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9396, Loss: 0.0449
Epoch  26 Batch  178/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9258, Loss: 0.0323
Epoch  26 Batch  179/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9308, Loss: 0.0337
Epoch  26 Batch  180/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9343, Loss: 0.0310
Epoch  26 Batch  181/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0390
Epoch  26 Batch  182/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9485, Loss: 0.0427
Epoch  26 Batch  183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9435, Loss: 0.0367
Epoch  26 Batch  184/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9382, Loss: 0.0355
Epoch  26 Batch  185/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9286, Loss: 0.0356
Epoch  26 Batch  186/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9258, Loss: 0.0380
Epoch  26 Batch  187/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9261, Loss: 0.0295
Epoch  26 Batch  188/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9219, Loss: 0.0417
Epoch  26 Batch  189/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0361
Epoch  26 Batch  190/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0314
Epoch  26 Batch  191/1077 - Train Accuracy: 0.9347, Validation Accuracy: 0.9354, Loss: 0.0297
Epoch  26 Batch  192/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9325, Loss: 0.0399
Epoch  26 Batch  193/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0310
Epoch  26 Batch  194/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9325, Loss: 0.0261
Epoch  26 Batch  195/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9315, Loss: 0.0284
Epoch  26 Batch  196/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9361, Loss: 0.0280
Epoch  26 Batch  197/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9467, Loss: 0.0406
Epoch  26 Batch  198/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9464, Loss: 0.0334
Epoch  26 Batch  199/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0322
Epoch  26 Batch  200/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9361, Loss: 0.0349
Epoch  26 Batch  201/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9361, Loss: 0.0286
Epoch  26 Batch  202/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9332, Loss: 0.0319
Epoch  26 Batch  203/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0367
Epoch  26 Batch  204/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9315, Loss: 0.0541
Epoch  26 Batch  205/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9290, Loss: 0.0418
Epoch  26 Batch  206/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9247, Loss: 0.0298
Epoch  26 Batch  207/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0330
Epoch  26 Batch  208/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9350, Loss: 0.0349
Epoch  26 Batch  209/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9315, Loss: 0.0273
Epoch  26 Batch  210/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9315, Loss: 0.0378
Epoch  26 Batch  211/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0342
Epoch  26 Batch  212/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9350, Loss: 0.0282
Epoch  26 Batch  213/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0301
Epoch  26 Batch  214/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9240, Loss: 0.0304
Epoch  26 Batch  215/1077 - Train Accuracy: 0.9082, Validation Accuracy: 0.9233, Loss: 0.0389
Epoch  26 Batch  216/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9254, Loss: 0.0310
Epoch  26 Batch  217/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9155, Loss: 0.0280
Epoch  26 Batch  218/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9251, Loss: 0.0395
Epoch  26 Batch  219/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9300, Loss: 0.0254
Epoch  26 Batch  220/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0372
Epoch  26 Batch  221/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9251, Loss: 0.0354
Epoch  26 Batch  222/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0301
Epoch  26 Batch  223/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9300, Loss: 0.0358
Epoch  26 Batch  224/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0367
Epoch  26 Batch  225/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9293, Loss: 0.0472
Epoch  26 Batch  226/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9293, Loss: 0.0344
Epoch  26 Batch  227/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9290, Loss: 0.0431
Epoch  26 Batch  228/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9290, Loss: 0.0268
Epoch  26 Batch  229/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0346
Epoch  26 Batch  230/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9350, Loss: 0.0303
Epoch  26 Batch  231/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9247, Loss: 0.0386
Epoch  26 Batch  232/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9364, Loss: 0.0300
Epoch  26 Batch  233/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9318, Loss: 0.0392
Epoch  26 Batch  234/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9268, Loss: 0.0398
Epoch  26 Batch  235/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9219, Loss: 0.0366
Epoch  26 Batch  236/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9254, Loss: 0.0372
Epoch  26 Batch  237/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9290, Loss: 0.0273
Epoch  26 Batch  238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9318, Loss: 0.0351
Epoch  26 Batch  239/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0260
Epoch  26 Batch  240/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9336, Loss: 0.0281
Epoch  26 Batch  241/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0273
Epoch  26 Batch  242/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9336, Loss: 0.0339
Epoch  26 Batch  243/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9336, Loss: 0.0409
Epoch  26 Batch  244/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9244, Loss: 0.0317
Epoch  26 Batch  245/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9244, Loss: 0.0309
Epoch  26 Batch  246/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9194, Loss: 0.0357
Epoch  26 Batch  247/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9233, Loss: 0.0360
Epoch  26 Batch  248/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9325, Loss: 0.0331
Epoch  26 Batch  249/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9279, Loss: 0.0285
Epoch  26 Batch  250/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9283, Loss: 0.0370
Epoch  26 Batch  251/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9283, Loss: 0.0402
Epoch  26 Batch  252/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9283, Loss: 0.0430
Epoch  26 Batch  253/1077 - Train Accuracy: 0.9229, Validation Accuracy: 0.9315, Loss: 0.0360
Epoch  26 Batch  254/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9325, Loss: 0.0397
Epoch  26 Batch  255/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0299
Epoch  26 Batch  256/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9329, Loss: 0.0547
Epoch  26 Batch  257/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9396, Loss: 0.0375
Epoch  26 Batch  258/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0333
Epoch  26 Batch  259/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0308
Epoch  26 Batch  260/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9389, Loss: 0.0322
Epoch  26 Batch  261/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9311, Loss: 0.0321
Epoch  26 Batch  262/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9318, Loss: 0.0292
Epoch  26 Batch  263/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0324
Epoch  26 Batch  264/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9272, Loss: 0.0363
Epoch  26 Batch  265/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9293, Loss: 0.0348
Epoch  26 Batch  266/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0388
Epoch  26 Batch  267/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9276, Loss: 0.0261
Epoch  26 Batch  268/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0450
Epoch  26 Batch  269/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0429
Epoch  26 Batch  270/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9279, Loss: 0.0442
Epoch  26 Batch  271/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9272, Loss: 0.0354
Epoch  26 Batch  272/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9240, Loss: 0.0616
Epoch  26 Batch  273/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9297, Loss: 0.0331
Epoch  26 Batch  274/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9155, Loss: 0.0361
Epoch  26 Batch  275/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9205, Loss: 0.0324
Epoch  26 Batch  276/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9261, Loss: 0.0560
Epoch  26 Batch  277/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9254, Loss: 0.0295
Epoch  26 Batch  278/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9212, Loss: 0.0452
Epoch  26 Batch  279/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9183, Loss: 0.0407
Epoch  26 Batch  280/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9332, Loss: 0.0387
Epoch  26 Batch  281/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9332, Loss: 0.0433
Epoch  26 Batch  282/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9279, Loss: 0.0491
Epoch  26 Batch  283/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9258, Loss: 0.0328
Epoch  26 Batch  284/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9258, Loss: 0.0392
Epoch  26 Batch  285/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9194, Loss: 0.0418
Epoch  26 Batch  286/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9229, Loss: 0.0383
Epoch  26 Batch  287/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0437
Epoch  26 Batch  288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0445
Epoch  26 Batch  289/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0296
Epoch  26 Batch  290/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9265, Loss: 0.0545
Epoch  26 Batch  291/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9144, Loss: 0.0515
Epoch  26 Batch  292/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9137, Loss: 0.0324
Epoch  26 Batch  293/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9141, Loss: 0.0349
Epoch  26 Batch  294/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9219, Loss: 0.0343
Epoch  26 Batch  295/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9205, Loss: 0.0446
Epoch  26 Batch  296/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9229, Loss: 0.0366
Epoch  26 Batch  297/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9169, Loss: 0.0395
Epoch  26 Batch  298/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9173, Loss: 0.0460
Epoch  26 Batch  299/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9283, Loss: 0.0384
Epoch  26 Batch  300/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9347, Loss: 0.0272
Epoch  26 Batch  301/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9325, Loss: 0.0294
Epoch  26 Batch  302/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9396, Loss: 0.0312
Epoch  26 Batch  303/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9350, Loss: 0.0397
Epoch  26 Batch  304/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9364, Loss: 0.0336
Epoch  26 Batch  305/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9407, Loss: 0.0366
Epoch  26 Batch  306/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9339, Loss: 0.0451
Epoch  26 Batch  307/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9389, Loss: 0.0348
Epoch  26 Batch  308/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9382, Loss: 0.0403
Epoch  26 Batch  309/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0258
Epoch  26 Batch  310/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9368, Loss: 0.0321
Epoch  26 Batch  311/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0302
Epoch  26 Batch  312/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9332, Loss: 0.0429
Epoch  26 Batch  313/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0277
Epoch  26 Batch  314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9180, Loss: 0.0421
Epoch  26 Batch  315/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9222, Loss: 0.0301
Epoch  26 Batch  316/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9247, Loss: 0.0368
Epoch  26 Batch  317/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0358
Epoch  26 Batch  318/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0308
Epoch  26 Batch  319/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9329, Loss: 0.0466
Epoch  26 Batch  320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9350, Loss: 0.0507
Epoch  26 Batch  321/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0310
Epoch  26 Batch  322/1077 - Train Accuracy: 0.9204, Validation Accuracy: 0.9343, Loss: 0.0319
Epoch  26 Batch  323/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9315, Loss: 0.0375
Epoch  26 Batch  324/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9212, Loss: 0.0323
Epoch  26 Batch  325/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9212, Loss: 0.0337
Epoch  26 Batch  326/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9165, Loss: 0.0318
Epoch  26 Batch  327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9268, Loss: 0.0469
Epoch  26 Batch  328/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9293, Loss: 0.0419
Epoch  26 Batch  329/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9290, Loss: 0.0353
Epoch  26 Batch  330/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9293, Loss: 0.0382
Epoch  26 Batch  331/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9357, Loss: 0.0347
Epoch  26 Batch  332/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9357, Loss: 0.0232
Epoch  26 Batch  333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9308, Loss: 0.0302
Epoch  26 Batch  334/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9308, Loss: 0.0338
Epoch  26 Batch  335/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9304, Loss: 0.0314
Epoch  26 Batch  336/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0729
Epoch  26 Batch  337/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9276, Loss: 0.0377
Epoch  26 Batch  338/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9290, Loss: 0.0495
Epoch  26 Batch  339/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9339, Loss: 0.0283
Epoch  26 Batch  340/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9311, Loss: 0.0317
Epoch  26 Batch  341/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0485
Epoch  26 Batch  342/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9315, Loss: 0.0310
Epoch  26 Batch  343/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9244, Loss: 0.0428
Epoch  26 Batch  344/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9336, Loss: 0.0397
Epoch  26 Batch  345/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9368, Loss: 0.0348
Epoch  26 Batch  346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9315, Loss: 0.0345
Epoch  26 Batch  347/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9268, Loss: 0.0273
Epoch  26 Batch  348/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9222, Loss: 0.0380
Epoch  26 Batch  349/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9180, Loss: 0.0328
Epoch  26 Batch  350/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9116, Loss: 0.0305
Epoch  26 Batch  351/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9151, Loss: 0.0357
Epoch  26 Batch  352/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9197, Loss: 0.0280
Epoch  26 Batch  353/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9173, Loss: 0.0380
Epoch  26 Batch  354/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9261, Loss: 0.0397
Epoch  26 Batch  355/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9226, Loss: 0.0328
Epoch  26 Batch  356/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9183, Loss: 0.0343
Epoch  26 Batch  357/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9233, Loss: 0.0355
Epoch  26 Batch  358/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9155, Loss: 0.0418
Epoch  26 Batch  359/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9279, Loss: 0.0357
Epoch  26 Batch  360/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9226, Loss: 0.0296
Epoch  26 Batch  361/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9251, Loss: 0.0272
Epoch  26 Batch  362/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9251, Loss: 0.0446
Epoch  26 Batch  363/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9205, Loss: 0.0353
Epoch  26 Batch  364/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9272, Loss: 0.0504
Epoch  26 Batch  365/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9272, Loss: 0.0245
Epoch  26 Batch  366/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9343, Loss: 0.0305
Epoch  26 Batch  367/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9347, Loss: 0.0260
Epoch  26 Batch  368/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9343, Loss: 0.0382
Epoch  26 Batch  369/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9279, Loss: 0.0348
Epoch  26 Batch  370/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9279, Loss: 0.0352
Epoch  26 Batch  371/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0253
Epoch  26 Batch  372/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9350, Loss: 0.0283
Epoch  26 Batch  373/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9297, Loss: 0.0277
Epoch  26 Batch  374/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9244, Loss: 0.0345
Epoch  26 Batch  375/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9194, Loss: 0.0313
Epoch  26 Batch  376/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9251, Loss: 0.0403
Epoch  26 Batch  377/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9212, Loss: 0.0316
Epoch  26 Batch  378/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9112, Loss: 0.0256
Epoch  26 Batch  379/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9119, Loss: 0.0410
Epoch  26 Batch  380/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9229, Loss: 0.0291
Epoch  26 Batch  381/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9254, Loss: 0.0431
Epoch  26 Batch  382/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9254, Loss: 0.0479
Epoch  26 Batch  383/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9254, Loss: 0.0371
Epoch  26 Batch  384/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9293, Loss: 0.0291
Epoch  26 Batch  385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9350, Loss: 0.0253
Epoch  26 Batch  386/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9354, Loss: 0.0314
Epoch  26 Batch  387/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0327
Epoch  26 Batch  388/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9311, Loss: 0.0464
Epoch  26 Batch  389/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9268, Loss: 0.0377
Epoch  26 Batch  390/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9265, Loss: 0.0469
Epoch  26 Batch  391/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9244, Loss: 0.0381
Epoch  26 Batch  392/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9339, Loss: 0.0428
Epoch  26 Batch  393/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9343, Loss: 0.0313
Epoch  26 Batch  394/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9343, Loss: 0.0339
Epoch  26 Batch  395/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9339, Loss: 0.0329
Epoch  26 Batch  396/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9339, Loss: 0.0364
Epoch  26 Batch  397/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9339, Loss: 0.0352
Epoch  26 Batch  398/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9336, Loss: 0.0408
Epoch  26 Batch  399/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9336, Loss: 0.0346
Epoch  26 Batch  400/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9240, Loss: 0.0356
Epoch  26 Batch  401/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9290, Loss: 0.0283
Epoch  26 Batch  402/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9332, Loss: 0.0269
Epoch  26 Batch  403/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9403, Loss: 0.0479
Epoch  26 Batch  404/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0368
Epoch  26 Batch  405/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9286, Loss: 0.0427
Epoch  26 Batch  406/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9180, Loss: 0.0331
Epoch  26 Batch  407/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9194, Loss: 0.0366
Epoch  26 Batch  408/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9190, Loss: 0.0391
Epoch  26 Batch  409/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9205, Loss: 0.0397
Epoch  26 Batch  410/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9322, Loss: 0.0466
Epoch  26 Batch  411/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9293, Loss: 0.0344
Epoch  26 Batch  412/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9265, Loss: 0.0314
Epoch  26 Batch  413/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9315, Loss: 0.0350
Epoch  26 Batch  414/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0348
Epoch  26 Batch  415/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0437
Epoch  26 Batch  416/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0346
Epoch  26 Batch  417/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9411, Loss: 0.0544
Epoch  26 Batch  418/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0306
Epoch  26 Batch  419/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9411, Loss: 0.0316
Epoch  26 Batch  420/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0336
Epoch  26 Batch  421/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9464, Loss: 0.0529
Epoch  26 Batch  422/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9386, Loss: 0.0344
Epoch  26 Batch  423/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9339, Loss: 0.0351
Epoch  26 Batch  424/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9318, Loss: 0.0310
Epoch  26 Batch  425/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9318, Loss: 0.0305
Epoch  26 Batch  426/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9215, Loss: 0.0399
Epoch  26 Batch  427/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9197, Loss: 0.0295
Epoch  26 Batch  428/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9197, Loss: 0.0263
Epoch  26 Batch  429/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9194, Loss: 0.0316
Epoch  26 Batch  430/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9137, Loss: 0.0317
Epoch  26 Batch  431/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9194, Loss: 0.0295
Epoch  26 Batch  432/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9176, Loss: 0.0348
Epoch  26 Batch  433/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9208, Loss: 0.0361
Epoch  26 Batch  434/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9251, Loss: 0.0364
Epoch  26 Batch  435/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9268, Loss: 0.0438
Epoch  26 Batch  436/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9219, Loss: 0.0349
Epoch  26 Batch  437/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9215, Loss: 0.0273
Epoch  26 Batch  438/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9219, Loss: 0.0355
Epoch  26 Batch  439/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9183, Loss: 0.0381
Epoch  26 Batch  440/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9162, Loss: 0.0427
Epoch  26 Batch  441/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9183, Loss: 0.0342
Epoch  26 Batch  442/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9229, Loss: 0.0386
Epoch  26 Batch  443/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9226, Loss: 0.0302
Epoch  26 Batch  444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9251, Loss: 0.0395
Epoch  26 Batch  445/1077 - Train Accuracy: 0.9104, Validation Accuracy: 0.9251, Loss: 0.0399
Epoch  26 Batch  446/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9229, Loss: 0.0283
Epoch  26 Batch  447/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9297, Loss: 0.0373
Epoch  26 Batch  448/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9297, Loss: 0.0397
Epoch  26 Batch  449/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9215, Loss: 0.0466
Epoch  26 Batch  450/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9027, Loss: 0.0390
Epoch  26 Batch  451/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9134, Loss: 0.0294
Epoch  26 Batch  452/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9130, Loss: 0.0320
Epoch  26 Batch  453/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9237, Loss: 0.0352
Epoch  26 Batch  454/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9268, Loss: 0.0437
Epoch  26 Batch  455/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9325, Loss: 0.0358
Epoch  26 Batch  456/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9293, Loss: 0.0427
Epoch  26 Batch  457/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9350, Loss: 0.0291
Epoch  26 Batch  458/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9350, Loss: 0.0373
Epoch  26 Batch  459/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9237, Loss: 0.0373
Epoch  26 Batch  460/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9205, Loss: 0.0393
Epoch  26 Batch  461/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9144, Loss: 0.0348
Epoch  26 Batch  462/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9240, Loss: 0.0351
Epoch  26 Batch  463/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0337
Epoch  26 Batch  464/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9258, Loss: 0.0339
Epoch  26 Batch  465/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9219, Loss: 0.0486
Epoch  26 Batch  466/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9187, Loss: 0.0337
Epoch  26 Batch  467/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9215, Loss: 0.0376
Epoch  26 Batch  468/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9233, Loss: 0.0326
Epoch  26 Batch  469/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9187, Loss: 0.0287
Epoch  26 Batch  470/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9240, Loss: 0.0376
Epoch  26 Batch  471/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9247, Loss: 0.0259
Epoch  26 Batch  472/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9258, Loss: 0.0292
Epoch  26 Batch  473/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9258, Loss: 0.0351
Epoch  26 Batch  474/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9311, Loss: 0.0335
Epoch  26 Batch  475/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9308, Loss: 0.0387
Epoch  26 Batch  476/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9368, Loss: 0.0277
Epoch  26 Batch  477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9364, Loss: 0.0353
Epoch  26 Batch  478/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0352
Epoch  26 Batch  479/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9400, Loss: 0.0381
Epoch  26 Batch  480/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9400, Loss: 0.0325
Epoch  26 Batch  481/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9450, Loss: 0.0355
Epoch  26 Batch  482/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9350, Loss: 0.0414
Epoch  26 Batch  483/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9322, Loss: 0.0441
Epoch  26 Batch  484/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0364
Epoch  26 Batch  485/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9354, Loss: 0.0372
Epoch  26 Batch  486/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9261, Loss: 0.0301
Epoch  26 Batch  487/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9368, Loss: 0.0314
Epoch  26 Batch  488/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9261, Loss: 0.0272
Epoch  26 Batch  489/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0275
Epoch  26 Batch  490/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9308, Loss: 0.0362
Epoch  26 Batch  491/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9283, Loss: 0.0437
Epoch  26 Batch  492/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9229, Loss: 0.0386
Epoch  26 Batch  493/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9247, Loss: 0.0255
Epoch  26 Batch  494/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9251, Loss: 0.0292
Epoch  26 Batch  495/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9247, Loss: 0.0283
Epoch  26 Batch  496/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9297, Loss: 0.0328
Epoch  26 Batch  497/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9361, Loss: 0.0355
Epoch  26 Batch  498/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9254, Loss: 0.0357
Epoch  26 Batch  499/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9229, Loss: 0.0308
Epoch  26 Batch  500/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9208, Loss: 0.0255
Epoch  26 Batch  501/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9197, Loss: 0.0322
Epoch  26 Batch  502/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9247, Loss: 0.0339
Epoch  26 Batch  503/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0311
Epoch  26 Batch  504/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9347, Loss: 0.0330
Epoch  26 Batch  505/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9300, Loss: 0.0250
Epoch  26 Batch  506/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9304, Loss: 0.0391
Epoch  26 Batch  507/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9308, Loss: 0.0356
Epoch  26 Batch  508/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9247, Loss: 0.0278
Epoch  26 Batch  509/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9197, Loss: 0.0372
Epoch  26 Batch  510/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9237, Loss: 0.0309
Epoch  26 Batch  511/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9226, Loss: 0.0338
Epoch  26 Batch  512/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9279, Loss: 0.0273
Epoch  26 Batch  513/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9308, Loss: 0.0380
Epoch  26 Batch  514/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9343, Loss: 0.0324
Epoch  26 Batch  515/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9332, Loss: 0.0350
Epoch  26 Batch  516/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9382, Loss: 0.0339
Epoch  26 Batch  517/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9293, Loss: 0.0373
Epoch  26 Batch  518/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9290, Loss: 0.0304
Epoch  26 Batch  519/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9222, Loss: 0.0379
Epoch  26 Batch  520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9222, Loss: 0.0288
Epoch  26 Batch  521/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9162, Loss: 0.0308
Epoch  26 Batch  522/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9293, Loss: 0.0414
Epoch  26 Batch  523/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9247, Loss: 0.0324
Epoch  26 Batch  524/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9254, Loss: 0.0393
Epoch  26 Batch  525/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9304, Loss: 0.0291
Epoch  26 Batch  526/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9215, Loss: 0.0292
Epoch  26 Batch  527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9286, Loss: 0.0358
Epoch  26 Batch  528/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9315, Loss: 0.0342
Epoch  26 Batch  529/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9347, Loss: 0.0373
Epoch  26 Batch  530/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9396, Loss: 0.0387
Epoch  26 Batch  531/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9343, Loss: 0.0382
Epoch  26 Batch  532/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9148, Loss: 0.0456
Epoch  26 Batch  533/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9219, Loss: 0.0295
Epoch  26 Batch  534/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9169, Loss: 0.0399
Epoch  26 Batch  535/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9222, Loss: 0.0382
Epoch  26 Batch  536/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9276, Loss: 0.0382
Epoch  26 Batch  537/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9276, Loss: 0.0291
Epoch  26 Batch  538/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9272, Loss: 0.0288
Epoch  26 Batch  539/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9233, Loss: 0.0461
Epoch  26 Batch  540/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9336, Loss: 0.0270
Epoch  26 Batch  541/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9435, Loss: 0.0305
Epoch  26 Batch  542/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9421, Loss: 0.0326
Epoch  26 Batch  543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9421, Loss: 0.0322
Epoch  26 Batch  544/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0209
Epoch  26 Batch  545/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9318, Loss: 0.0350
Epoch  26 Batch  546/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9265, Loss: 0.0391
Epoch  26 Batch  547/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9173, Loss: 0.0270
Epoch  26 Batch  548/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9123, Loss: 0.0417
Epoch  26 Batch  549/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9222, Loss: 0.0440
Epoch  26 Batch  550/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9297, Loss: 0.0356
Epoch  26 Batch  551/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9325, Loss: 0.0394
Epoch  26 Batch  552/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9215, Loss: 0.0419
Epoch  26 Batch  553/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9261, Loss: 0.0422
Epoch  26 Batch  554/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9308, Loss: 0.0304
Epoch  26 Batch  555/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9212, Loss: 0.0313
Epoch  26 Batch  556/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9151, Loss: 0.0276
Epoch  26 Batch  557/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9105, Loss: 0.0302
Epoch  26 Batch  558/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9109, Loss: 0.0266
Epoch  26 Batch  559/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9183, Loss: 0.0352
Epoch  26 Batch  560/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9229, Loss: 0.0354
Epoch  26 Batch  561/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9283, Loss: 0.0326
Epoch  26 Batch  562/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9283, Loss: 0.0314
Epoch  26 Batch  563/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9283, Loss: 0.0418
Epoch  26 Batch  564/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9283, Loss: 0.0430
Epoch  26 Batch  565/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9293, Loss: 0.0416
Epoch  26 Batch  566/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9297, Loss: 0.0382
Epoch  26 Batch  567/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9233, Loss: 0.0362
Epoch  26 Batch  568/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9190, Loss: 0.0303
Epoch  26 Batch  569/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9183, Loss: 0.0412
Epoch  26 Batch  570/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9254, Loss: 0.0428
Epoch  26 Batch  571/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9304, Loss: 0.0287
Epoch  26 Batch  572/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9258, Loss: 0.0374
Epoch  26 Batch  573/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9308, Loss: 0.0551
Epoch  26 Batch  574/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0352
Epoch  26 Batch  575/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9336, Loss: 0.0274
Epoch  26 Batch  576/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9276, Loss: 0.0305
Epoch  26 Batch  577/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9332, Loss: 0.0321
Epoch  26 Batch  578/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0319
Epoch  26 Batch  579/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9379, Loss: 0.0331
Epoch  26 Batch  580/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9379, Loss: 0.0275
Epoch  26 Batch  581/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9421, Loss: 0.0272
Epoch  26 Batch  582/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0314
Epoch  26 Batch  583/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9471, Loss: 0.0439
Epoch  26 Batch  584/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9446, Loss: 0.0359
Epoch  26 Batch  585/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9435, Loss: 0.0256
Epoch  26 Batch  586/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9439, Loss: 0.0296
Epoch  26 Batch  587/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9386, Loss: 0.0379
Epoch  26 Batch  588/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9339, Loss: 0.0314
Epoch  26 Batch  589/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9297, Loss: 0.0305
Epoch  26 Batch  590/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9347, Loss: 0.0425
Epoch  26 Batch  591/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9396, Loss: 0.0330
Epoch  26 Batch  592/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9396, Loss: 0.0362
Epoch  26 Batch  593/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9325, Loss: 0.0523
Epoch  26 Batch  594/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9297, Loss: 0.0406
Epoch  26 Batch  595/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0328
Epoch  26 Batch  596/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9371, Loss: 0.0363
Epoch  26 Batch  597/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9329, Loss: 0.0304
Epoch  26 Batch  598/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9279, Loss: 0.0366
Epoch  26 Batch  599/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9244, Loss: 0.0524
Epoch  26 Batch  600/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9244, Loss: 0.0425
Epoch  26 Batch  601/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9190, Loss: 0.0363
Epoch  26 Batch  602/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9190, Loss: 0.0376
Epoch  26 Batch  603/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9297, Loss: 0.0400
Epoch  26 Batch  604/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9339, Loss: 0.0550
Epoch  26 Batch  605/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9332, Loss: 0.0419
Epoch  26 Batch  606/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9389, Loss: 0.0284
Epoch  26 Batch  607/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9318, Loss: 0.0402
Epoch  26 Batch  608/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9318, Loss: 0.0420
Epoch  26 Batch  609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9364, Loss: 0.0425
Epoch  26 Batch  610/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9368, Loss: 0.0397
Epoch  26 Batch  611/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9293, Loss: 0.0404
Epoch  26 Batch  612/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9226, Loss: 0.0290
Epoch  26 Batch  613/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9123, Loss: 0.0460
Epoch  26 Batch  614/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9144, Loss: 0.0402
Epoch  26 Batch  615/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9205, Loss: 0.0281
Epoch  26 Batch  616/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9279, Loss: 0.0367
Epoch  26 Batch  617/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9329, Loss: 0.0350
Epoch  26 Batch  618/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0401
Epoch  26 Batch  619/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9318, Loss: 0.0291
Epoch  26 Batch  620/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9361, Loss: 0.0342
Epoch  26 Batch  621/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9350, Loss: 0.0383
Epoch  26 Batch  622/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9350, Loss: 0.0424
Epoch  26 Batch  623/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9329, Loss: 0.0496
Epoch  26 Batch  624/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9283, Loss: 0.0440
Epoch  26 Batch  625/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9286, Loss: 0.0349
Epoch  26 Batch  626/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9329, Loss: 0.0326
Epoch  26 Batch  627/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9311, Loss: 0.0313
Epoch  26 Batch  628/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9308, Loss: 0.0395
Epoch  26 Batch  629/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9311, Loss: 0.0358
Epoch  26 Batch  630/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9205, Loss: 0.0362
Epoch  26 Batch  631/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9304, Loss: 0.0397
Epoch  26 Batch  632/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9297, Loss: 0.0312
Epoch  26 Batch  633/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9293, Loss: 0.0329
Epoch  26 Batch  634/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9201, Loss: 0.0230
Epoch  26 Batch  635/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9244, Loss: 0.0390
Epoch  26 Batch  636/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9201, Loss: 0.0335
Epoch  26 Batch  637/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9290, Loss: 0.0381
Epoch  26 Batch  638/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9308, Loss: 0.0281
Epoch  26 Batch  639/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9315, Loss: 0.0421
Epoch  26 Batch  640/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9322, Loss: 0.0290
Epoch  26 Batch  641/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9268, Loss: 0.0328
Epoch  26 Batch  642/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9261, Loss: 0.0352
Epoch  26 Batch  643/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9176, Loss: 0.0278
Epoch  26 Batch  644/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9176, Loss: 0.0384
Epoch  26 Batch  645/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9244, Loss: 0.0407
Epoch  26 Batch  646/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9268, Loss: 0.0327
Epoch  26 Batch  647/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9265, Loss: 0.0427
Epoch  26 Batch  648/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9244, Loss: 0.0314
Epoch  26 Batch  649/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9265, Loss: 0.0348
Epoch  26 Batch  650/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9347, Loss: 0.0316
Epoch  26 Batch  651/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9251, Loss: 0.0304
Epoch  26 Batch  652/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9233, Loss: 0.0327
Epoch  26 Batch  653/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9183, Loss: 0.0367
Epoch  26 Batch  654/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9155, Loss: 0.0350
Epoch  26 Batch  655/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9219, Loss: 0.0493
Epoch  26 Batch  656/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9268, Loss: 0.0335
Epoch  26 Batch  657/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9261, Loss: 0.0418
Epoch  26 Batch  658/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9251, Loss: 0.0268
Epoch  26 Batch  659/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9212, Loss: 0.0355
Epoch  26 Batch  660/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0296
Epoch  26 Batch  661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9237, Loss: 0.0352
Epoch  26 Batch  662/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9258, Loss: 0.0368
Epoch  26 Batch  663/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0311
Epoch  26 Batch  664/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9425, Loss: 0.0395
Epoch  26 Batch  665/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9279, Loss: 0.0259
Epoch  26 Batch  666/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9329, Loss: 0.0500
Epoch  26 Batch  667/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9325, Loss: 0.0375
Epoch  26 Batch  668/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9325, Loss: 0.0367
Epoch  26 Batch  669/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9222, Loss: 0.0308
Epoch  26 Batch  670/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9286, Loss: 0.0314
Epoch  26 Batch  671/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9293, Loss: 0.0371
Epoch  26 Batch  672/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9343, Loss: 0.0276
Epoch  26 Batch  673/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9226, Loss: 0.0374
Epoch  26 Batch  674/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9219, Loss: 0.0320
Epoch  26 Batch  675/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9286, Loss: 0.0387
Epoch  26 Batch  676/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9237, Loss: 0.0385
Epoch  26 Batch  677/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9237, Loss: 0.0438
Epoch  26 Batch  678/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9272, Loss: 0.0251
Epoch  26 Batch  679/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9272, Loss: 0.0284
Epoch  26 Batch  680/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9318, Loss: 0.0406
Epoch  26 Batch  681/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0320
Epoch  26 Batch  682/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9343, Loss: 0.0318
Epoch  26 Batch  683/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9350, Loss: 0.0321
Epoch  26 Batch  684/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9293, Loss: 0.0306
Epoch  26 Batch  685/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9222, Loss: 0.0411
Epoch  26 Batch  686/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9272, Loss: 0.0289
Epoch  26 Batch  687/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9276, Loss: 0.0340
Epoch  26 Batch  688/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9272, Loss: 0.0302
Epoch  26 Batch  689/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9208, Loss: 0.0251
Epoch  26 Batch  690/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9208, Loss: 0.0375
Epoch  26 Batch  691/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9315, Loss: 0.0342
Epoch  26 Batch  692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9400, Loss: 0.0296
Epoch  26 Batch  693/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9446, Loss: 0.0555
Epoch  26 Batch  694/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9400, Loss: 0.0368
Epoch  26 Batch  695/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0331
Epoch  26 Batch  696/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9403, Loss: 0.0348
Epoch  26 Batch  697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9357, Loss: 0.0320
Epoch  26 Batch  698/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0317
Epoch  26 Batch  699/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9361, Loss: 0.0319
Epoch  26 Batch  700/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9357, Loss: 0.0320
Epoch  26 Batch  701/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0366
Epoch  26 Batch  702/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9393, Loss: 0.0443
Epoch  26 Batch  703/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0374
Epoch  26 Batch  704/1077 - Train Accuracy: 0.9078, Validation Accuracy: 0.9379, Loss: 0.0461
Epoch  26 Batch  705/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0380
Epoch  26 Batch  706/1077 - Train Accuracy: 0.9178, Validation Accuracy: 0.9407, Loss: 0.0529
Epoch  26 Batch  707/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9407, Loss: 0.0391
Epoch  26 Batch  708/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9364, Loss: 0.0329
Epoch  26 Batch  709/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9308, Loss: 0.0425
Epoch  26 Batch  710/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9187, Loss: 0.0228
Epoch  26 Batch  711/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9176, Loss: 0.0432
Epoch  26 Batch  712/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9155, Loss: 0.0290
Epoch  26 Batch  713/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.9105, Loss: 0.0279
Epoch  26 Batch  714/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9055, Loss: 0.0339
Epoch  26 Batch  715/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9045, Loss: 0.0375
Epoch  26 Batch  716/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9045, Loss: 0.0296
Epoch  26 Batch  717/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9062, Loss: 0.0298
Epoch  26 Batch  718/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9070, Loss: 0.0347
Epoch  26 Batch  719/1077 - Train Accuracy: 0.9208, Validation Accuracy: 0.9070, Loss: 0.0326
Epoch  26 Batch  720/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9176, Loss: 0.0341
Epoch  26 Batch  721/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9183, Loss: 0.0370
Epoch  26 Batch  722/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9187, Loss: 0.0294
Epoch  26 Batch  723/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9283, Loss: 0.0398
Epoch  26 Batch  724/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0377
Epoch  26 Batch  725/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9396, Loss: 0.0270
Epoch  26 Batch  726/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9379, Loss: 0.0300
Epoch  26 Batch  727/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9379, Loss: 0.0298
Epoch  26 Batch  728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9379, Loss: 0.0420
Epoch  26 Batch  729/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9389, Loss: 0.0463
Epoch  26 Batch  730/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0445
Epoch  26 Batch  731/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9286, Loss: 0.0345
Epoch  26 Batch  732/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9229, Loss: 0.0388
Epoch  26 Batch  733/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9187, Loss: 0.0375
Epoch  26 Batch  734/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9141, Loss: 0.0338
Epoch  26 Batch  735/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9187, Loss: 0.0255
Epoch  26 Batch  736/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9290, Loss: 0.0312
Epoch  26 Batch  737/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9290, Loss: 0.0377
Epoch  26 Batch  738/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9265, Loss: 0.0265
Epoch  26 Batch  739/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9347, Loss: 0.0331
Epoch  26 Batch  740/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0267
Epoch  26 Batch  741/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9336, Loss: 0.0382
Epoch  26 Batch  742/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9354, Loss: 0.0338
Epoch  26 Batch  743/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0362
Epoch  26 Batch  744/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9300, Loss: 0.0353
Epoch  26 Batch  745/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9347, Loss: 0.0357
Epoch  26 Batch  746/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0270
Epoch  26 Batch  747/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0268
Epoch  26 Batch  748/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9347, Loss: 0.0292
Epoch  26 Batch  749/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9368, Loss: 0.0292
Epoch  26 Batch  750/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9368, Loss: 0.0330
Epoch  26 Batch  751/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0406
Epoch  26 Batch  752/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9293, Loss: 0.0360
Epoch  26 Batch  753/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9244, Loss: 0.0313
Epoch  26 Batch  754/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0380
Epoch  26 Batch  755/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0414
Epoch  26 Batch  756/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0304
Epoch  26 Batch  757/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0348
Epoch  26 Batch  758/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9371, Loss: 0.0290
Epoch  26 Batch  759/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9325, Loss: 0.0328
Epoch  26 Batch  760/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9339, Loss: 0.0383
Epoch  26 Batch  761/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9325, Loss: 0.0357
Epoch  26 Batch  762/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9375, Loss: 0.0293
Epoch  26 Batch  763/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9371, Loss: 0.0360
Epoch  26 Batch  764/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9300, Loss: 0.0325
Epoch  26 Batch  765/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9308, Loss: 0.0435
Epoch  26 Batch  766/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9279, Loss: 0.0400
Epoch  26 Batch  767/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9329, Loss: 0.0366
Epoch  26 Batch  768/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9382, Loss: 0.0295
Epoch  26 Batch  769/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9361, Loss: 0.0359
Epoch  26 Batch  770/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9308, Loss: 0.0277
Epoch  26 Batch  771/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9403, Loss: 0.0351
Epoch  26 Batch  772/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0329
Epoch  26 Batch  773/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9464, Loss: 0.0308
Epoch  26 Batch  774/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9364, Loss: 0.0331
Epoch  26 Batch  775/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9322, Loss: 0.0352
Epoch  26 Batch  776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9414, Loss: 0.0288
Epoch  26 Batch  777/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0291
Epoch  26 Batch  778/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0375
Epoch  26 Batch  779/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0366
Epoch  26 Batch  780/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9343, Loss: 0.0444
Epoch  26 Batch  781/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9332, Loss: 0.0271
Epoch  26 Batch  782/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9332, Loss: 0.0363
Epoch  26 Batch  783/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9308, Loss: 0.0365
Epoch  26 Batch  784/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9254, Loss: 0.0236
Epoch  26 Batch  785/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0298
Epoch  26 Batch  786/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0331
Epoch  26 Batch  787/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9304, Loss: 0.0345
Epoch  26 Batch  788/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9247, Loss: 0.0337
Epoch  26 Batch  789/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0376
Epoch  26 Batch  790/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9286, Loss: 0.0427
Epoch  26 Batch  791/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0402
Epoch  26 Batch  792/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9279, Loss: 0.0403
Epoch  26 Batch  793/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9283, Loss: 0.0355
Epoch  26 Batch  794/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9251, Loss: 0.0293
Epoch  26 Batch  795/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9350, Loss: 0.0395
Epoch  26 Batch  796/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9297, Loss: 0.0335
Epoch  26 Batch  797/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9286, Loss: 0.0362
Epoch  26 Batch  798/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9286, Loss: 0.0322
Epoch  26 Batch  799/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9308, Loss: 0.0475
Epoch  26 Batch  800/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9244, Loss: 0.0300
Epoch  26 Batch  801/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9286, Loss: 0.0333
Epoch  26 Batch  802/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9347, Loss: 0.0417
Epoch  26 Batch  803/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9368, Loss: 0.0359
Epoch  26 Batch  804/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9293, Loss: 0.0241
Epoch  26 Batch  805/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9229, Loss: 0.0367
Epoch  26 Batch  806/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9276, Loss: 0.0333
Epoch  26 Batch  807/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9226, Loss: 0.0266
Epoch  26 Batch  808/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9279, Loss: 0.0479
Epoch  26 Batch  809/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9258, Loss: 0.0522
Epoch  26 Batch  810/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9261, Loss: 0.0320
Epoch  26 Batch  811/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9379, Loss: 0.0355
Epoch  26 Batch  812/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9343, Loss: 0.0343
Epoch  26 Batch  813/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9237, Loss: 0.0400
Epoch  26 Batch  814/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9215, Loss: 0.0378
Epoch  26 Batch  815/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9180, Loss: 0.0390
Epoch  26 Batch  816/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9318, Loss: 0.0305
Epoch  26 Batch  817/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9276, Loss: 0.0349
Epoch  26 Batch  818/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0373
Epoch  26 Batch  819/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9418, Loss: 0.0368
Epoch  26 Batch  820/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9460, Loss: 0.0344
Epoch  26 Batch  821/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9464, Loss: 0.0345
Epoch  26 Batch  822/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9460, Loss: 0.0340
Epoch  26 Batch  823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0331
Epoch  26 Batch  824/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9343, Loss: 0.0372
Epoch  26 Batch  825/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9343, Loss: 0.0286
Epoch  26 Batch  826/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9304, Loss: 0.0345
Epoch  26 Batch  827/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9354, Loss: 0.0362
Epoch  26 Batch  828/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9403, Loss: 0.0302
Epoch  26 Batch  829/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9354, Loss: 0.0424
Epoch  26 Batch  830/1077 - Train Accuracy: 0.8863, Validation Accuracy: 0.9414, Loss: 0.0406
Epoch  26 Batch  831/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9400, Loss: 0.0358
Epoch  26 Batch  832/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0319
Epoch  26 Batch  833/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9407, Loss: 0.0450
Epoch  26 Batch  834/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9308, Loss: 0.0337
Epoch  26 Batch  835/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9311, Loss: 0.0359
Epoch  26 Batch  836/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9368, Loss: 0.0329
Epoch  26 Batch  837/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0426
Epoch  26 Batch  838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0336
Epoch  26 Batch  839/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0260
Epoch  26 Batch  840/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0323
Epoch  26 Batch  841/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9446, Loss: 0.0522
Epoch  26 Batch  842/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9460, Loss: 0.0260
Epoch  26 Batch  843/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9467, Loss: 0.0292
Epoch  26 Batch  844/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9471, Loss: 0.0289
Epoch  26 Batch  845/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0327
Epoch  26 Batch  846/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9343, Loss: 0.0495
Epoch  26 Batch  847/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9361, Loss: 0.0423
Epoch  26 Batch  848/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9375, Loss: 0.0298
Epoch  26 Batch  849/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9332, Loss: 0.0274
Epoch  26 Batch  850/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9290, Loss: 0.0492
Epoch  26 Batch  851/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0447
Epoch  26 Batch  852/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9322, Loss: 0.0535
Epoch  26 Batch  853/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9336, Loss: 0.0418
Epoch  26 Batch  854/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9339, Loss: 0.0407
Epoch  26 Batch  855/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9283, Loss: 0.0426
Epoch  26 Batch  856/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9283, Loss: 0.0365
Epoch  26 Batch  857/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0324
Epoch  26 Batch  858/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9396, Loss: 0.0343
Epoch  26 Batch  859/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0336
Epoch  26 Batch  860/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0399
Epoch  26 Batch  861/1077 - Train Accuracy: 0.9000, Validation Accuracy: 0.9226, Loss: 0.0372
Epoch  26 Batch  862/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9112, Loss: 0.0368
Epoch  26 Batch  863/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9080, Loss: 0.0339
Epoch  26 Batch  864/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9155, Loss: 0.0362
Epoch  26 Batch  865/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9151, Loss: 0.0333
Epoch  26 Batch  866/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9134, Loss: 0.0388
Epoch  26 Batch  867/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9126, Loss: 0.0701
Epoch  26 Batch  868/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9190, Loss: 0.0369
Epoch  26 Batch  869/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9300, Loss: 0.0349
Epoch  26 Batch  870/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9297, Loss: 0.0353
Epoch  26 Batch  871/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9233, Loss: 0.0296
Epoch  26 Batch  872/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0366
Epoch  26 Batch  873/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9421, Loss: 0.0330
Epoch  26 Batch  874/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0352
Epoch  26 Batch  875/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9272, Loss: 0.0352
Epoch  26 Batch  876/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9233, Loss: 0.0292
Epoch  26 Batch  877/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9116, Loss: 0.0306
Epoch  26 Batch  878/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9109, Loss: 0.0303
Epoch  26 Batch  879/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9109, Loss: 0.0244
Epoch  26 Batch  880/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9322, Loss: 0.0411
Epoch  26 Batch  881/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9322, Loss: 0.0358
Epoch  26 Batch  882/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9350, Loss: 0.0317
Epoch  26 Batch  883/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9347, Loss: 0.0450
Epoch  26 Batch  884/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9347, Loss: 0.0389
Epoch  26 Batch  885/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0242
Epoch  26 Batch  886/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9364, Loss: 0.0313
Epoch  26 Batch  887/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9368, Loss: 0.0416
Epoch  26 Batch  888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9322, Loss: 0.0400
Epoch  26 Batch  889/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9322, Loss: 0.0324
Epoch  26 Batch  890/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9286, Loss: 0.0407
Epoch  26 Batch  891/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9286, Loss: 0.0324
Epoch  26 Batch  892/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9371, Loss: 0.0331
Epoch  26 Batch  893/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9343, Loss: 0.0356
Epoch  26 Batch  894/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9315, Loss: 0.0290
Epoch  26 Batch  895/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9315, Loss: 0.0320
Epoch  26 Batch  896/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9265, Loss: 0.0317
Epoch  26 Batch  897/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9311, Loss: 0.0328
Epoch  26 Batch  898/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9354, Loss: 0.0317
Epoch  26 Batch  899/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0395
Epoch  26 Batch  900/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9304, Loss: 0.0420
Epoch  26 Batch  901/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9304, Loss: 0.0470
Epoch  26 Batch  902/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9254, Loss: 0.0362
Epoch  26 Batch  903/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9208, Loss: 0.0327
Epoch  26 Batch  904/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9286, Loss: 0.0314
Epoch  26 Batch  905/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9183, Loss: 0.0277
Epoch  26 Batch  906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9244, Loss: 0.0334
Epoch  26 Batch  907/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9205, Loss: 0.0316
Epoch  26 Batch  908/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9254, Loss: 0.0369
Epoch  26 Batch  909/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9297, Loss: 0.0426
Epoch  26 Batch  910/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9290, Loss: 0.0372
Epoch  26 Batch  911/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9318, Loss: 0.0473
Epoch  26 Batch  912/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0341
Epoch  26 Batch  913/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9336, Loss: 0.0469
Epoch  26 Batch  914/1077 - Train Accuracy: 0.9372, Validation Accuracy: 0.9418, Loss: 0.0687
Epoch  26 Batch  915/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9240, Loss: 0.0312
Epoch  26 Batch  916/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0391
Epoch  26 Batch  917/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9187, Loss: 0.0370
Epoch  26 Batch  918/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9251, Loss: 0.0347
Epoch  26 Batch  919/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9251, Loss: 0.0274
Epoch  26 Batch  920/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9247, Loss: 0.0303
Epoch  26 Batch  921/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9283, Loss: 0.0356
Epoch  26 Batch  922/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9254, Loss: 0.0356
Epoch  26 Batch  923/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9237, Loss: 0.0292
Epoch  26 Batch  924/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9265, Loss: 0.0499
Epoch  26 Batch  925/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9265, Loss: 0.0284
Epoch  26 Batch  926/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9180, Loss: 0.0441
Epoch  26 Batch  927/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9137, Loss: 0.0406
Epoch  26 Batch  928/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9155, Loss: 0.0338
Epoch  26 Batch  929/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9215, Loss: 0.0323
Epoch  26 Batch  930/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0265
Epoch  26 Batch  931/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9308, Loss: 0.0365
Epoch  26 Batch  932/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9308, Loss: 0.0329
Epoch  26 Batch  933/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9343, Loss: 0.0319
Epoch  26 Batch  934/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9322, Loss: 0.0314
Epoch  26 Batch  935/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9297, Loss: 0.0354
Epoch  26 Batch  936/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9322, Loss: 0.0375
Epoch  26 Batch  937/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9279, Loss: 0.0480
Epoch  26 Batch  938/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9325, Loss: 0.0409
Epoch  26 Batch  939/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9318, Loss: 0.0434
Epoch  26 Batch  940/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0292
Epoch  26 Batch  941/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0315
Epoch  26 Batch  942/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0406
Epoch  26 Batch  943/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9318, Loss: 0.0300
Epoch  26 Batch  944/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9318, Loss: 0.0321
Epoch  26 Batch  945/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9368, Loss: 0.0303
Epoch  26 Batch  946/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9300, Loss: 0.0250
Epoch  26 Batch  947/1077 - Train Accuracy: 0.9116, Validation Accuracy: 0.9389, Loss: 0.0397
Epoch  26 Batch  948/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9258, Loss: 0.0350
Epoch  26 Batch  949/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9254, Loss: 0.0247
Epoch  26 Batch  950/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9158, Loss: 0.0324
Epoch  26 Batch  951/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9148, Loss: 0.0409
Epoch  26 Batch  952/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9173, Loss: 0.0238
Epoch  26 Batch  953/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9183, Loss: 0.0287
Epoch  26 Batch  954/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9219, Loss: 0.0393
Epoch  26 Batch  955/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9222, Loss: 0.0394
Epoch  26 Batch  956/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9386, Loss: 0.0357
Epoch  26 Batch  957/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9403, Loss: 0.0248
Epoch  26 Batch  958/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0376
Epoch  26 Batch  959/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9396, Loss: 0.0380
Epoch  26 Batch  960/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9297, Loss: 0.0337
Epoch  26 Batch  961/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9297, Loss: 0.0249
Epoch  26 Batch  962/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9201, Loss: 0.0328
Epoch  26 Batch  963/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9268, Loss: 0.0458
Epoch  26 Batch  964/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9339, Loss: 0.0283
Epoch  26 Batch  965/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9389, Loss: 0.0441
Epoch  26 Batch  966/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9389, Loss: 0.0296
Epoch  26 Batch  967/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9339, Loss: 0.0396
Epoch  26 Batch  968/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9396, Loss: 0.0463
Epoch  26 Batch  969/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9400, Loss: 0.0430
Epoch  26 Batch  970/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9354, Loss: 0.0346
Epoch  26 Batch  971/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9332, Loss: 0.0424
Epoch  26 Batch  972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9293, Loss: 0.0393
Epoch  26 Batch  973/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9212, Loss: 0.0249
Epoch  26 Batch  974/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9290, Loss: 0.0299
Epoch  26 Batch  975/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9244, Loss: 0.0321
Epoch  26 Batch  976/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9272, Loss: 0.0278
Epoch  26 Batch  977/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0244
Epoch  26 Batch  978/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9233, Loss: 0.0338
Epoch  26 Batch  979/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9247, Loss: 0.0398
Epoch  26 Batch  980/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9201, Loss: 0.0359
Epoch  26 Batch  981/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9244, Loss: 0.0369
Epoch  26 Batch  982/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9293, Loss: 0.0390
Epoch  26 Batch  983/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9315, Loss: 0.0302
Epoch  26 Batch  984/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9219, Loss: 0.0392
Epoch  26 Batch  985/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9265, Loss: 0.0287
Epoch  26 Batch  986/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0306
Epoch  26 Batch  987/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9283, Loss: 0.0296
Epoch  26 Batch  988/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9329, Loss: 0.0369
Epoch  26 Batch  989/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9283, Loss: 0.0394
Epoch  26 Batch  990/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9183, Loss: 0.0404
Epoch  26 Batch  991/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9329, Loss: 0.0338
Epoch  26 Batch  992/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9290, Loss: 0.0354
Epoch  26 Batch  993/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9190, Loss: 0.0240
Epoch  26 Batch  994/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9190, Loss: 0.0321
Epoch  26 Batch  995/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9219, Loss: 0.0338
Epoch  26 Batch  996/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9169, Loss: 0.0304
Epoch  26 Batch  997/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0363
Epoch  26 Batch  998/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9258, Loss: 0.0297
Epoch  26 Batch  999/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9201, Loss: 0.0411
Epoch  26 Batch 1000/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9219, Loss: 0.0364
Epoch  26 Batch 1001/1077 - Train Accuracy: 0.9329, Validation Accuracy: 0.9215, Loss: 0.0292
Epoch  26 Batch 1002/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9361, Loss: 0.0243
Epoch  26 Batch 1003/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9279, Loss: 0.0329
Epoch  26 Batch 1004/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9279, Loss: 0.0310
Epoch  26 Batch 1005/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9283, Loss: 0.0307
Epoch  26 Batch 1006/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9290, Loss: 0.0301
Epoch  26 Batch 1007/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9293, Loss: 0.0307
Epoch  26 Batch 1008/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9411, Loss: 0.0361
Epoch  26 Batch 1009/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9414, Loss: 0.0246
Epoch  26 Batch 1010/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0336
Epoch  26 Batch 1011/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0318
Epoch  26 Batch 1012/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9276, Loss: 0.0235
Epoch  26 Batch 1013/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9396, Loss: 0.0257
Epoch  26 Batch 1014/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9396, Loss: 0.0310
Epoch  26 Batch 1015/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0456
Epoch  26 Batch 1016/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9311, Loss: 0.0368
Epoch  26 Batch 1017/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9308, Loss: 0.0303
Epoch  26 Batch 1018/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9286, Loss: 0.0402
Epoch  26 Batch 1019/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0457
Epoch  26 Batch 1020/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9283, Loss: 0.0319
Epoch  26 Batch 1021/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9336, Loss: 0.0366
Epoch  26 Batch 1022/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9286, Loss: 0.0316
Epoch  26 Batch 1023/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9379, Loss: 0.0349
Epoch  26 Batch 1024/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0357
Epoch  26 Batch 1025/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9105, Loss: 0.0289
Epoch  26 Batch 1026/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9158, Loss: 0.0400
Epoch  26 Batch 1027/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9205, Loss: 0.0327
Epoch  26 Batch 1028/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9201, Loss: 0.0359
Epoch  26 Batch 1029/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9279, Loss: 0.0268
Epoch  26 Batch 1030/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9286, Loss: 0.0291
Epoch  26 Batch 1031/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0346
Epoch  26 Batch 1032/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9311, Loss: 0.0393
Epoch  26 Batch 1033/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9343, Loss: 0.0391
Epoch  26 Batch 1034/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9350, Loss: 0.0293
Epoch  26 Batch 1035/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9350, Loss: 0.0248
Epoch  26 Batch 1036/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9286, Loss: 0.0511
Epoch  26 Batch 1037/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9276, Loss: 0.0354
Epoch  26 Batch 1038/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9318, Loss: 0.0415
Epoch  26 Batch 1039/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9343, Loss: 0.0302
Epoch  26 Batch 1040/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9361, Loss: 0.0304
Epoch  26 Batch 1041/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9389, Loss: 0.0407
Epoch  26 Batch 1042/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9368, Loss: 0.0319
Epoch  26 Batch 1043/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0524
Epoch  26 Batch 1044/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0380
Epoch  26 Batch 1045/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9368, Loss: 0.0350
Epoch  26 Batch 1046/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0271
Epoch  26 Batch 1047/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9386, Loss: 0.0312
Epoch  26 Batch 1048/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9386, Loss: 0.0398
Epoch  26 Batch 1049/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0343
Epoch  26 Batch 1050/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9325, Loss: 0.0243
Epoch  26 Batch 1051/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9244, Loss: 0.0415
Epoch  26 Batch 1052/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9229, Loss: 0.0298
Epoch  26 Batch 1053/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9279, Loss: 0.0366
Epoch  26 Batch 1054/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9290, Loss: 0.0339
Epoch  26 Batch 1055/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0390
Epoch  26 Batch 1056/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9357, Loss: 0.0297
Epoch  26 Batch 1057/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9290, Loss: 0.0362
Epoch  26 Batch 1058/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9308, Loss: 0.0372
Epoch  26 Batch 1059/1077 - Train Accuracy: 0.9013, Validation Accuracy: 0.9414, Loss: 0.0456
Epoch  26 Batch 1060/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9361, Loss: 0.0282
Epoch  26 Batch 1061/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9379, Loss: 0.0507
Epoch  26 Batch 1062/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9368, Loss: 0.0433
Epoch  26 Batch 1063/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9279, Loss: 0.0405
Epoch  26 Batch 1064/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9332, Loss: 0.0348
Epoch  26 Batch 1065/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9311, Loss: 0.0434
Epoch  26 Batch 1066/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9272, Loss: 0.0284
Epoch  26 Batch 1067/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0396
Epoch  26 Batch 1068/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9357, Loss: 0.0280
Epoch  26 Batch 1069/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9336, Loss: 0.0294
Epoch  26 Batch 1070/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0363
Epoch  26 Batch 1071/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9418, Loss: 0.0319
Epoch  26 Batch 1072/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9421, Loss: 0.0326
Epoch  26 Batch 1073/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0406
Epoch  26 Batch 1074/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0483
Epoch  26 Batch 1075/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9418, Loss: 0.0434
Epoch  27 Batch    1/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9283, Loss: 0.0258
Epoch  27 Batch    2/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9240, Loss: 0.0346
Epoch  27 Batch    3/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9251, Loss: 0.0473
Epoch  27 Batch    4/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0320
Epoch  27 Batch    5/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9379, Loss: 0.0440
Epoch  27 Batch    6/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9396, Loss: 0.0333
Epoch  27 Batch    7/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9350, Loss: 0.0321
Epoch  27 Batch    8/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9308, Loss: 0.0277
Epoch  27 Batch    9/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9258, Loss: 0.0343
Epoch  27 Batch   10/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9283, Loss: 0.0349
Epoch  27 Batch   11/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9304, Loss: 0.0428
Epoch  27 Batch   12/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9308, Loss: 0.0291
Epoch  27 Batch   13/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9354, Loss: 0.0466
Epoch  27 Batch   14/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9382, Loss: 0.0284
Epoch  27 Batch   15/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0300
Epoch  27 Batch   16/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9453, Loss: 0.0303
Epoch  27 Batch   17/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9400, Loss: 0.0309
Epoch  27 Batch   18/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9293, Loss: 0.0334
Epoch  27 Batch   19/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9293, Loss: 0.0334
Epoch  27 Batch   20/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9421, Loss: 0.0335
Epoch  27 Batch   21/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9421, Loss: 0.0383
Epoch  27 Batch   22/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9389, Loss: 0.0353
Epoch  27 Batch   23/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9318, Loss: 0.0271
Epoch  27 Batch   24/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9222, Loss: 0.0386
Epoch  27 Batch   25/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9251, Loss: 0.0226
Epoch  27 Batch   26/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9201, Loss: 0.0383
Epoch  27 Batch   27/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9343, Loss: 0.0245
Epoch  27 Batch   28/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9389, Loss: 0.0363
Epoch  27 Batch   29/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0344
Epoch  27 Batch   30/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0341
Epoch  27 Batch   31/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0307
Epoch  27 Batch   32/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9215, Loss: 0.0269
Epoch  27 Batch   33/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9215, Loss: 0.0286
Epoch  27 Batch   34/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9215, Loss: 0.0339
Epoch  27 Batch   35/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9261, Loss: 0.0337
Epoch  27 Batch   36/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9339, Loss: 0.0328
Epoch  27 Batch   37/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9265, Loss: 0.0339
Epoch  27 Batch   38/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9215, Loss: 0.0463
Epoch  27 Batch   39/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9215, Loss: 0.0417
Epoch  27 Batch   40/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0272
Epoch  27 Batch   41/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9304, Loss: 0.0257
Epoch  27 Batch   42/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9354, Loss: 0.0413
Epoch  27 Batch   43/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9311, Loss: 0.0228
Epoch  27 Batch   44/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9400, Loss: 0.0284
Epoch  27 Batch   45/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9396, Loss: 0.0320
Epoch  27 Batch   46/1077 - Train Accuracy: 0.9095, Validation Accuracy: 0.9414, Loss: 0.0407
Epoch  27 Batch   47/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0386
Epoch  27 Batch   48/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9396, Loss: 0.0482
Epoch  27 Batch   49/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9318, Loss: 0.0439
Epoch  27 Batch   50/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9339, Loss: 0.0291
Epoch  27 Batch   51/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9290, Loss: 0.0331
Epoch  27 Batch   52/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9318, Loss: 0.0450
Epoch  27 Batch   53/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9311, Loss: 0.0327
Epoch  27 Batch   54/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9315, Loss: 0.0607
Epoch  27 Batch   55/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9265, Loss: 0.0308
Epoch  27 Batch   56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9315, Loss: 0.0254
Epoch  27 Batch   57/1077 - Train Accuracy: 0.9251, Validation Accuracy: 0.9297, Loss: 0.0403
Epoch  27 Batch   58/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9347, Loss: 0.0284
Epoch  27 Batch   59/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9350, Loss: 0.0326
Epoch  27 Batch   60/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9318, Loss: 0.0213
Epoch  27 Batch   61/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9268, Loss: 0.0333
Epoch  27 Batch   62/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9283, Loss: 0.0370
Epoch  27 Batch   63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9233, Loss: 0.0254
Epoch  27 Batch   64/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9183, Loss: 0.0297
Epoch  27 Batch   65/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9290, Loss: 0.0324
Epoch  27 Batch   66/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9229, Loss: 0.0215
Epoch  27 Batch   67/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9229, Loss: 0.0333
Epoch  27 Batch   68/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9176, Loss: 0.0399
Epoch  27 Batch   69/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9226, Loss: 0.0432
Epoch  27 Batch   70/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0406
Epoch  27 Batch   71/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9279, Loss: 0.0218
Epoch  27 Batch   72/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9325, Loss: 0.0341
Epoch  27 Batch   73/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9283, Loss: 0.0374
Epoch  27 Batch   74/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9290, Loss: 0.0315
Epoch  27 Batch   75/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9382, Loss: 0.0462
Epoch  27 Batch   76/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0257
Epoch  27 Batch   77/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0320
Epoch  27 Batch   78/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9517, Loss: 0.0367
Epoch  27 Batch   79/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0300
Epoch  27 Batch   80/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9464, Loss: 0.0308
Epoch  27 Batch   81/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9375, Loss: 0.0286
Epoch  27 Batch   82/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9290, Loss: 0.0345
Epoch  27 Batch   83/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0299
Epoch  27 Batch   84/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9339, Loss: 0.0304
Epoch  27 Batch   85/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9400, Loss: 0.0371
Epoch  27 Batch   86/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9425, Loss: 0.0351
Epoch  27 Batch   87/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9233, Loss: 0.0467
Epoch  27 Batch   88/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9229, Loss: 0.0370
Epoch  27 Batch   89/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9258, Loss: 0.0378
Epoch  27 Batch   90/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9286, Loss: 0.0319
Epoch  27 Batch   91/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9386, Loss: 0.0318
Epoch  27 Batch   92/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9300, Loss: 0.0366
Epoch  27 Batch   93/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9297, Loss: 0.0339
Epoch  27 Batch   94/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9254, Loss: 0.0302
Epoch  27 Batch   95/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9268, Loss: 0.0348
Epoch  27 Batch   96/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9268, Loss: 0.0355
Epoch  27 Batch   97/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9318, Loss: 0.0347
Epoch  27 Batch   98/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9400, Loss: 0.0435
Epoch  27 Batch   99/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9350, Loss: 0.0289
Epoch  27 Batch  100/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9350, Loss: 0.0357
Epoch  27 Batch  101/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9311, Loss: 0.0291
Epoch  27 Batch  102/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0271
Epoch  27 Batch  103/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9254, Loss: 0.0477
Epoch  27 Batch  104/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9130, Loss: 0.0379
Epoch  27 Batch  105/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9183, Loss: 0.0315
Epoch  27 Batch  106/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9112, Loss: 0.0408
Epoch  27 Batch  107/1077 - Train Accuracy: 0.9126, Validation Accuracy: 0.9119, Loss: 0.0375
Epoch  27 Batch  108/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9205, Loss: 0.0376
Epoch  27 Batch  109/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9187, Loss: 0.0341
Epoch  27 Batch  110/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9158, Loss: 0.0295
Epoch  27 Batch  111/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9343, Loss: 0.0325
Epoch  27 Batch  112/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9339, Loss: 0.0303
Epoch  27 Batch  113/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9283, Loss: 0.0429
Epoch  27 Batch  114/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9336, Loss: 0.0309
Epoch  27 Batch  115/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9311, Loss: 0.0417
Epoch  27 Batch  116/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9290, Loss: 0.0505
Epoch  27 Batch  117/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0336
Epoch  27 Batch  118/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9350, Loss: 0.0354
Epoch  27 Batch  119/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9411, Loss: 0.0279
Epoch  27 Batch  120/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9478, Loss: 0.0431
Epoch  27 Batch  121/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9496, Loss: 0.0346
Epoch  27 Batch  122/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0315
Epoch  27 Batch  123/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0255
Epoch  27 Batch  124/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9492, Loss: 0.0387
Epoch  27 Batch  125/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9496, Loss: 0.0473
Epoch  27 Batch  126/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9521, Loss: 0.0332
Epoch  27 Batch  127/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9474, Loss: 0.0313
Epoch  27 Batch  128/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9411, Loss: 0.0306
Epoch  27 Batch  129/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0415
Epoch  27 Batch  130/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9393, Loss: 0.0303
Epoch  27 Batch  131/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9244, Loss: 0.0389
Epoch  27 Batch  132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9244, Loss: 0.0282
Epoch  27 Batch  133/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9229, Loss: 0.0264
Epoch  27 Batch  134/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9261, Loss: 0.0299
Epoch  27 Batch  135/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0331
Epoch  27 Batch  136/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9361, Loss: 0.0287
Epoch  27 Batch  137/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9357, Loss: 0.0307
Epoch  27 Batch  138/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9364, Loss: 0.0328
Epoch  27 Batch  139/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9354, Loss: 0.0319
Epoch  27 Batch  140/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9403, Loss: 0.0294
Epoch  27 Batch  141/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9354, Loss: 0.0343
Epoch  27 Batch  142/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9272, Loss: 0.0317
Epoch  27 Batch  143/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9272, Loss: 0.0367
Epoch  27 Batch  144/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9322, Loss: 0.0478
Epoch  27 Batch  145/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0345
Epoch  27 Batch  146/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9276, Loss: 0.0690
Epoch  27 Batch  147/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9308, Loss: 0.0321
Epoch  27 Batch  148/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9308, Loss: 0.0404
Epoch  27 Batch  149/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9251, Loss: 0.0294
Epoch  27 Batch  150/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9297, Loss: 0.0355
Epoch  27 Batch  151/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9308, Loss: 0.0281
Epoch  27 Batch  152/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0436
Epoch  27 Batch  153/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9304, Loss: 0.0460
Epoch  27 Batch  154/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0304
Epoch  27 Batch  155/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9357, Loss: 0.0300
Epoch  27 Batch  156/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9304, Loss: 0.0241
Epoch  27 Batch  157/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9379, Loss: 0.0318
Epoch  27 Batch  158/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9336, Loss: 0.0381
Epoch  27 Batch  159/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9386, Loss: 0.0301
Epoch  27 Batch  160/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9421, Loss: 0.0274
Epoch  27 Batch  161/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9418, Loss: 0.0241
Epoch  27 Batch  162/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9386, Loss: 0.0389
Epoch  27 Batch  163/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9332, Loss: 0.0443
Epoch  27 Batch  164/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9332, Loss: 0.0284
Epoch  27 Batch  165/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9283, Loss: 0.0488
Epoch  27 Batch  166/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9336, Loss: 0.0384
Epoch  27 Batch  167/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9233, Loss: 0.0312
Epoch  27 Batch  168/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9212, Loss: 0.0455
Epoch  27 Batch  169/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9258, Loss: 0.0336
Epoch  27 Batch  170/1077 - Train Accuracy: 0.9129, Validation Accuracy: 0.9300, Loss: 0.0387
Epoch  27 Batch  171/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9286, Loss: 0.0298
Epoch  27 Batch  172/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9290, Loss: 0.0298
Epoch  27 Batch  173/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9197, Loss: 0.0333
Epoch  27 Batch  174/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9247, Loss: 0.0308
Epoch  27 Batch  175/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9208, Loss: 0.0379
Epoch  27 Batch  176/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9254, Loss: 0.0364
Epoch  27 Batch  177/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0354
Epoch  27 Batch  178/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9315, Loss: 0.0310
Epoch  27 Batch  179/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9442, Loss: 0.0331
Epoch  27 Batch  180/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9428, Loss: 0.0280
Epoch  27 Batch  181/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0399
Epoch  27 Batch  182/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9489, Loss: 0.0365
Epoch  27 Batch  183/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0371
Epoch  27 Batch  184/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0329
Epoch  27 Batch  185/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9364, Loss: 0.0334
Epoch  27 Batch  186/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9325, Loss: 0.0347
Epoch  27 Batch  187/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9286, Loss: 0.0263
Epoch  27 Batch  188/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9339, Loss: 0.0389
Epoch  27 Batch  189/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0322
Epoch  27 Batch  190/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9226, Loss: 0.0307
Epoch  27 Batch  191/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9219, Loss: 0.0260
Epoch  27 Batch  192/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9268, Loss: 0.0385
Epoch  27 Batch  193/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9318, Loss: 0.0345
Epoch  27 Batch  194/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9329, Loss: 0.0281
Epoch  27 Batch  195/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9329, Loss: 0.0260
Epoch  27 Batch  196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9364, Loss: 0.0267
Epoch  27 Batch  197/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9315, Loss: 0.0343
Epoch  27 Batch  198/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9258, Loss: 0.0325
Epoch  27 Batch  199/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9300, Loss: 0.0281
Epoch  27 Batch  200/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9297, Loss: 0.0320
Epoch  27 Batch  201/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9297, Loss: 0.0303
Epoch  27 Batch  202/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9297, Loss: 0.0286
Epoch  27 Batch  203/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9272, Loss: 0.0345
Epoch  27 Batch  204/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9311, Loss: 0.0513
Epoch  27 Batch  205/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9311, Loss: 0.0416
Epoch  27 Batch  206/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9268, Loss: 0.0261
Epoch  27 Batch  207/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0312
Epoch  27 Batch  208/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0310
Epoch  27 Batch  209/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9240, Loss: 0.0287
Epoch  27 Batch  210/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9226, Loss: 0.0308
Epoch  27 Batch  211/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9300, Loss: 0.0314
Epoch  27 Batch  212/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0277
Epoch  27 Batch  213/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9322, Loss: 0.0256
Epoch  27 Batch  214/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9350, Loss: 0.0308
Epoch  27 Batch  215/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9300, Loss: 0.0384
Epoch  27 Batch  216/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9318, Loss: 0.0297
Epoch  27 Batch  217/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9276, Loss: 0.0315
Epoch  27 Batch  218/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9347, Loss: 0.0363
Epoch  27 Batch  219/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9354, Loss: 0.0226
Epoch  27 Batch  220/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9396, Loss: 0.0327
Epoch  27 Batch  221/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9339, Loss: 0.0330
Epoch  27 Batch  222/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0326
Epoch  27 Batch  223/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9425, Loss: 0.0329
Epoch  27 Batch  224/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9411, Loss: 0.0429
Epoch  27 Batch  225/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9361, Loss: 0.0435
Epoch  27 Batch  226/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9325, Loss: 0.0333
Epoch  27 Batch  227/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9332, Loss: 0.0410
Epoch  27 Batch  228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9286, Loss: 0.0281
Epoch  27 Batch  229/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9290, Loss: 0.0353
Epoch  27 Batch  230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9286, Loss: 0.0317
Epoch  27 Batch  231/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9286, Loss: 0.0373
Epoch  27 Batch  232/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9268, Loss: 0.0304
Epoch  27 Batch  233/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9343, Loss: 0.0404
Epoch  27 Batch  234/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9364, Loss: 0.0383
Epoch  27 Batch  235/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9357, Loss: 0.0338
Epoch  27 Batch  236/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9329, Loss: 0.0384
Epoch  27 Batch  237/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9283, Loss: 0.0298
Epoch  27 Batch  238/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9279, Loss: 0.0323
Epoch  27 Batch  239/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9276, Loss: 0.0240
Epoch  27 Batch  240/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9364, Loss: 0.0240
Epoch  27 Batch  241/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9379, Loss: 0.0233
Epoch  27 Batch  242/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0301
Epoch  27 Batch  243/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0368
Epoch  27 Batch  244/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9276, Loss: 0.0296
Epoch  27 Batch  245/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9322, Loss: 0.0284
Epoch  27 Batch  246/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9332, Loss: 0.0337
Epoch  27 Batch  247/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0320
Epoch  27 Batch  248/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0330
Epoch  27 Batch  249/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9315, Loss: 0.0281
Epoch  27 Batch  250/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9347, Loss: 0.0322
Epoch  27 Batch  251/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9396, Loss: 0.0372
Epoch  27 Batch  252/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9389, Loss: 0.0404
Epoch  27 Batch  253/1077 - Train Accuracy: 0.9283, Validation Accuracy: 0.9350, Loss: 0.0351
Epoch  27 Batch  254/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9403, Loss: 0.0354
Epoch  27 Batch  255/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9407, Loss: 0.0271
Epoch  27 Batch  256/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0556
Epoch  27 Batch  257/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9357, Loss: 0.0363
Epoch  27 Batch  258/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9396, Loss: 0.0314
Epoch  27 Batch  259/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0297
Epoch  27 Batch  260/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0323
Epoch  27 Batch  261/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9389, Loss: 0.0280
Epoch  27 Batch  262/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9322, Loss: 0.0303
Epoch  27 Batch  263/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9350, Loss: 0.0300
Epoch  27 Batch  264/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9318, Loss: 0.0332
Epoch  27 Batch  265/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9311, Loss: 0.0335
Epoch  27 Batch  266/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9354, Loss: 0.0346
Epoch  27 Batch  267/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9304, Loss: 0.0259
Epoch  27 Batch  268/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9339, Loss: 0.0413
Epoch  27 Batch  269/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9339, Loss: 0.0464
Epoch  27 Batch  270/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9339, Loss: 0.0430
Epoch  27 Batch  271/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9265, Loss: 0.0299
Epoch  27 Batch  272/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9315, Loss: 0.0620
Epoch  27 Batch  273/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9268, Loss: 0.0290
Epoch  27 Batch  274/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9268, Loss: 0.0337
Epoch  27 Batch  275/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9094, Loss: 0.0342
Epoch  27 Batch  276/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9162, Loss: 0.0493
Epoch  27 Batch  277/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9162, Loss: 0.0247
Epoch  27 Batch  278/1077 - Train Accuracy: 0.9121, Validation Accuracy: 0.9268, Loss: 0.0403
Epoch  27 Batch  279/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0384
Epoch  27 Batch  280/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9215, Loss: 0.0382
Epoch  27 Batch  281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9112, Loss: 0.0413
Epoch  27 Batch  282/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9176, Loss: 0.0408
Epoch  27 Batch  283/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9169, Loss: 0.0367
Epoch  27 Batch  284/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9222, Loss: 0.0431
Epoch  27 Batch  285/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9173, Loss: 0.0395
Epoch  27 Batch  286/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9276, Loss: 0.0303
Epoch  27 Batch  287/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9219, Loss: 0.0417
Epoch  27 Batch  288/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9219, Loss: 0.0437
Epoch  27 Batch  289/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9261, Loss: 0.0304
Epoch  27 Batch  290/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9265, Loss: 0.0519
Epoch  27 Batch  291/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9109, Loss: 0.0497
Epoch  27 Batch  292/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9183, Loss: 0.0281
Epoch  27 Batch  293/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9151, Loss: 0.0317
Epoch  27 Batch  294/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9137, Loss: 0.0328
Epoch  27 Batch  295/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9141, Loss: 0.0413
Epoch  27 Batch  296/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9229, Loss: 0.0343
Epoch  27 Batch  297/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9276, Loss: 0.0347
Epoch  27 Batch  298/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9322, Loss: 0.0415
Epoch  27 Batch  299/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9347, Loss: 0.0391
Epoch  27 Batch  300/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9393, Loss: 0.0247
Epoch  27 Batch  301/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0314
Epoch  27 Batch  302/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0337
Epoch  27 Batch  303/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9425, Loss: 0.0381
Epoch  27 Batch  304/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0318
Epoch  27 Batch  305/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9442, Loss: 0.0359
Epoch  27 Batch  306/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9371, Loss: 0.0442
Epoch  27 Batch  307/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9364, Loss: 0.0338
Epoch  27 Batch  308/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9418, Loss: 0.0389
Epoch  27 Batch  309/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0246
Epoch  27 Batch  310/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0302
Epoch  27 Batch  311/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9393, Loss: 0.0274
Epoch  27 Batch  312/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9293, Loss: 0.0389
Epoch  27 Batch  313/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9251, Loss: 0.0251
Epoch  27 Batch  314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9251, Loss: 0.0394
Epoch  27 Batch  315/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9205, Loss: 0.0275
Epoch  27 Batch  316/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9201, Loss: 0.0341
Epoch  27 Batch  317/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9304, Loss: 0.0411
Epoch  27 Batch  318/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9354, Loss: 0.0296
Epoch  27 Batch  319/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0437
Epoch  27 Batch  320/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9386, Loss: 0.0458
Epoch  27 Batch  321/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9364, Loss: 0.0292
Epoch  27 Batch  322/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9379, Loss: 0.0338
Epoch  27 Batch  323/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9300, Loss: 0.0329
Epoch  27 Batch  324/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9226, Loss: 0.0293
Epoch  27 Batch  325/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9272, Loss: 0.0316
Epoch  27 Batch  326/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9304, Loss: 0.0307
Epoch  27 Batch  327/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9283, Loss: 0.0409
Epoch  27 Batch  328/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0419
Epoch  27 Batch  329/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9339, Loss: 0.0372
Epoch  27 Batch  330/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9343, Loss: 0.0355
Epoch  27 Batch  331/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9279, Loss: 0.0326
Epoch  27 Batch  332/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9325, Loss: 0.0272
Epoch  27 Batch  333/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9347, Loss: 0.0303
Epoch  27 Batch  334/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9368, Loss: 0.0335
Epoch  27 Batch  335/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9339, Loss: 0.0320
Epoch  27 Batch  336/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9364, Loss: 0.0712
Epoch  27 Batch  337/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9286, Loss: 0.0374
Epoch  27 Batch  338/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9329, Loss: 0.0472
Epoch  27 Batch  339/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9311, Loss: 0.0262
Epoch  27 Batch  340/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9354, Loss: 0.0363
Epoch  27 Batch  341/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9276, Loss: 0.0435
Epoch  27 Batch  342/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9254, Loss: 0.0309
Epoch  27 Batch  343/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9237, Loss: 0.0418
Epoch  27 Batch  344/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9308, Loss: 0.0365
Epoch  27 Batch  345/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9279, Loss: 0.0304
Epoch  27 Batch  346/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9297, Loss: 0.0390
Epoch  27 Batch  347/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9268, Loss: 0.0287
Epoch  27 Batch  348/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9293, Loss: 0.0342
Epoch  27 Batch  349/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0300
Epoch  27 Batch  350/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9350, Loss: 0.0317
Epoch  27 Batch  351/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9347, Loss: 0.0350
Epoch  27 Batch  352/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9300, Loss: 0.0282
Epoch  27 Batch  353/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9311, Loss: 0.0396
Epoch  27 Batch  354/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9350, Loss: 0.0414
Epoch  27 Batch  355/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9347, Loss: 0.0331
Epoch  27 Batch  356/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0384
Epoch  27 Batch  357/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9336, Loss: 0.0362
Epoch  27 Batch  358/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9325, Loss: 0.0429
Epoch  27 Batch  359/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9276, Loss: 0.0348
Epoch  27 Batch  360/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9173, Loss: 0.0288
Epoch  27 Batch  361/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9251, Loss: 0.0279
Epoch  27 Batch  362/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9251, Loss: 0.0438
Epoch  27 Batch  363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9247, Loss: 0.0332
Epoch  27 Batch  364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9247, Loss: 0.0470
Epoch  27 Batch  365/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9251, Loss: 0.0265
Epoch  27 Batch  366/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9279, Loss: 0.0276
Epoch  27 Batch  367/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0268
Epoch  27 Batch  368/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9233, Loss: 0.0350
Epoch  27 Batch  369/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9229, Loss: 0.0332
Epoch  27 Batch  370/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0328
Epoch  27 Batch  371/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9261, Loss: 0.0249
Epoch  27 Batch  372/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9293, Loss: 0.0245
Epoch  27 Batch  373/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9293, Loss: 0.0300
Epoch  27 Batch  374/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9318, Loss: 0.0314
Epoch  27 Batch  375/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9364, Loss: 0.0295
Epoch  27 Batch  376/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9325, Loss: 0.0404
Epoch  27 Batch  377/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9293, Loss: 0.0315
Epoch  27 Batch  378/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9233, Loss: 0.0241
Epoch  27 Batch  379/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9183, Loss: 0.0420
Epoch  27 Batch  380/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9137, Loss: 0.0312
Epoch  27 Batch  381/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9141, Loss: 0.0415
Epoch  27 Batch  382/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9183, Loss: 0.0470
Epoch  27 Batch  383/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9229, Loss: 0.0326
Epoch  27 Batch  384/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9229, Loss: 0.0264
Epoch  27 Batch  385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0247
Epoch  27 Batch  386/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9396, Loss: 0.0298
Epoch  27 Batch  387/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9396, Loss: 0.0308
Epoch  27 Batch  388/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9379, Loss: 0.0465
Epoch  27 Batch  389/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9453, Loss: 0.0386
Epoch  27 Batch  390/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9354, Loss: 0.0449
Epoch  27 Batch  391/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9357, Loss: 0.0354
Epoch  27 Batch  392/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0426
Epoch  27 Batch  393/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9396, Loss: 0.0330
Epoch  27 Batch  394/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9396, Loss: 0.0340
Epoch  27 Batch  395/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9396, Loss: 0.0288
Epoch  27 Batch  396/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0358
Epoch  27 Batch  397/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9251, Loss: 0.0346
Epoch  27 Batch  398/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9226, Loss: 0.0338
Epoch  27 Batch  399/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9293, Loss: 0.0335
Epoch  27 Batch  400/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9350, Loss: 0.0333
Epoch  27 Batch  401/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9300, Loss: 0.0272
Epoch  27 Batch  402/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9254, Loss: 0.0284
Epoch  27 Batch  403/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9300, Loss: 0.0467
Epoch  27 Batch  404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9190, Loss: 0.0361
Epoch  27 Batch  405/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0444
Epoch  27 Batch  406/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9180, Loss: 0.0279
Epoch  27 Batch  407/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9176, Loss: 0.0400
Epoch  27 Batch  408/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9229, Loss: 0.0348
Epoch  27 Batch  409/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9229, Loss: 0.0387
Epoch  27 Batch  410/1077 - Train Accuracy: 0.9161, Validation Accuracy: 0.9290, Loss: 0.0463
Epoch  27 Batch  411/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9290, Loss: 0.0367
Epoch  27 Batch  412/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9339, Loss: 0.0286
Epoch  27 Batch  413/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9318, Loss: 0.0315
Epoch  27 Batch  414/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9318, Loss: 0.0362
Epoch  27 Batch  415/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9286, Loss: 0.0408
Epoch  27 Batch  416/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9258, Loss: 0.0319
Epoch  27 Batch  417/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0492
Epoch  27 Batch  418/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9261, Loss: 0.0287
Epoch  27 Batch  419/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9265, Loss: 0.0263
Epoch  27 Batch  420/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9293, Loss: 0.0273
Epoch  27 Batch  421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9411, Loss: 0.0497
Epoch  27 Batch  422/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9364, Loss: 0.0285
Epoch  27 Batch  423/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9315, Loss: 0.0351
Epoch  27 Batch  424/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9311, Loss: 0.0341
Epoch  27 Batch  425/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9357, Loss: 0.0302
Epoch  27 Batch  426/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9379, Loss: 0.0369
Epoch  27 Batch  427/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9379, Loss: 0.0304
Epoch  27 Batch  428/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9297, Loss: 0.0253
Epoch  27 Batch  429/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9237, Loss: 0.0273
Epoch  27 Batch  430/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9215, Loss: 0.0328
Epoch  27 Batch  431/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9219, Loss: 0.0307
Epoch  27 Batch  432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9169, Loss: 0.0357
Epoch  27 Batch  433/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9162, Loss: 0.0394
Epoch  27 Batch  434/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9208, Loss: 0.0321
Epoch  27 Batch  435/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9190, Loss: 0.0399
Epoch  27 Batch  436/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9194, Loss: 0.0362
Epoch  27 Batch  437/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9098, Loss: 0.0295
Epoch  27 Batch  438/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9094, Loss: 0.0319
Epoch  27 Batch  439/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9094, Loss: 0.0336
Epoch  27 Batch  440/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9105, Loss: 0.0403
Epoch  27 Batch  441/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9126, Loss: 0.0328
Epoch  27 Batch  442/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9226, Loss: 0.0407
Epoch  27 Batch  443/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9215, Loss: 0.0294
Epoch  27 Batch  444/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9212, Loss: 0.0385
Epoch  27 Batch  445/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9222, Loss: 0.0387
Epoch  27 Batch  446/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9219, Loss: 0.0282
Epoch  27 Batch  447/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9226, Loss: 0.0315
Epoch  27 Batch  448/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9130, Loss: 0.0422
Epoch  27 Batch  449/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9077, Loss: 0.0433
Epoch  27 Batch  450/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9201, Loss: 0.0364
Epoch  27 Batch  451/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9226, Loss: 0.0280
Epoch  27 Batch  452/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9226, Loss: 0.0315
Epoch  27 Batch  453/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9226, Loss: 0.0311
Epoch  27 Batch  454/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9237, Loss: 0.0462
Epoch  27 Batch  455/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9247, Loss: 0.0329
Epoch  27 Batch  456/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9361, Loss: 0.0313
Epoch  27 Batch  457/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9279, Loss: 0.0281
Epoch  27 Batch  458/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9325, Loss: 0.0397
Epoch  27 Batch  459/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9371, Loss: 0.0350
Epoch  27 Batch  460/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9371, Loss: 0.0372
Epoch  27 Batch  461/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9400, Loss: 0.0344
Epoch  27 Batch  462/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9403, Loss: 0.0334
Epoch  27 Batch  463/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9354, Loss: 0.0321
Epoch  27 Batch  464/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9272, Loss: 0.0341
Epoch  27 Batch  465/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9272, Loss: 0.0445
Epoch  27 Batch  466/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9155, Loss: 0.0311
Epoch  27 Batch  467/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9109, Loss: 0.0396
Epoch  27 Batch  468/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9070, Loss: 0.0311
Epoch  27 Batch  469/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9070, Loss: 0.0297
Epoch  27 Batch  470/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9119, Loss: 0.0326
Epoch  27 Batch  471/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9141, Loss: 0.0260
Epoch  27 Batch  472/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9237, Loss: 0.0320
Epoch  27 Batch  473/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9244, Loss: 0.0332
Epoch  27 Batch  474/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9222, Loss: 0.0346
Epoch  27 Batch  475/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9251, Loss: 0.0367
Epoch  27 Batch  476/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9247, Loss: 0.0241
Epoch  27 Batch  477/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9347, Loss: 0.0325
Epoch  27 Batch  478/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9428, Loss: 0.0311
Epoch  27 Batch  479/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0396
Epoch  27 Batch  480/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9357, Loss: 0.0333
Epoch  27 Batch  481/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9354, Loss: 0.0288
Epoch  27 Batch  482/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9347, Loss: 0.0356
Epoch  27 Batch  483/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9347, Loss: 0.0452
Epoch  27 Batch  484/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9354, Loss: 0.0376
Epoch  27 Batch  485/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9308, Loss: 0.0357
Epoch  27 Batch  486/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9283, Loss: 0.0292
Epoch  27 Batch  487/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9244, Loss: 0.0287
Epoch  27 Batch  488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9293, Loss: 0.0270
Epoch  27 Batch  489/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9343, Loss: 0.0277
Epoch  27 Batch  490/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9315, Loss: 0.0360
Epoch  27 Batch  491/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9339, Loss: 0.0404
Epoch  27 Batch  492/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9293, Loss: 0.0376
Epoch  27 Batch  493/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9339, Loss: 0.0234
Epoch  27 Batch  494/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0260
Epoch  27 Batch  495/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9290, Loss: 0.0310
Epoch  27 Batch  496/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0293
Epoch  27 Batch  497/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0344
Epoch  27 Batch  498/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9318, Loss: 0.0384
Epoch  27 Batch  499/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9311, Loss: 0.0290
Epoch  27 Batch  500/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9272, Loss: 0.0264
Epoch  27 Batch  501/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9272, Loss: 0.0322
Epoch  27 Batch  502/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9229, Loss: 0.0359
Epoch  27 Batch  503/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9229, Loss: 0.0261
Epoch  27 Batch  504/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9357, Loss: 0.0284
Epoch  27 Batch  505/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9354, Loss: 0.0275
Epoch  27 Batch  506/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9251, Loss: 0.0376
Epoch  27 Batch  507/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9251, Loss: 0.0369
Epoch  27 Batch  508/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9283, Loss: 0.0281
Epoch  27 Batch  509/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9304, Loss: 0.0388
Epoch  27 Batch  510/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9293, Loss: 0.0312
Epoch  27 Batch  511/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9173, Loss: 0.0342
Epoch  27 Batch  512/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9119, Loss: 0.0238
Epoch  27 Batch  513/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9123, Loss: 0.0373
Epoch  27 Batch  514/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9261, Loss: 0.0312
Epoch  27 Batch  515/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9268, Loss: 0.0327
Epoch  27 Batch  516/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9290, Loss: 0.0308
Epoch  27 Batch  517/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9290, Loss: 0.0354
Epoch  27 Batch  518/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9339, Loss: 0.0306
Epoch  27 Batch  519/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9403, Loss: 0.0338
Epoch  27 Batch  520/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9403, Loss: 0.0314
Epoch  27 Batch  521/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9357, Loss: 0.0310
Epoch  27 Batch  522/1077 - Train Accuracy: 0.9070, Validation Accuracy: 0.9357, Loss: 0.0396
Epoch  27 Batch  523/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9254, Loss: 0.0302
Epoch  27 Batch  524/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9279, Loss: 0.0384
Epoch  27 Batch  525/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9240, Loss: 0.0286
Epoch  27 Batch  526/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9339, Loss: 0.0290
Epoch  27 Batch  527/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9428, Loss: 0.0341
Epoch  27 Batch  528/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9446, Loss: 0.0335
Epoch  27 Batch  529/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9350, Loss: 0.0360
Epoch  27 Batch  530/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9467, Loss: 0.0360
Epoch  27 Batch  531/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9418, Loss: 0.0363
Epoch  27 Batch  532/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9453, Loss: 0.0457
Epoch  27 Batch  533/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0302
Epoch  27 Batch  534/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9379, Loss: 0.0413
Epoch  27 Batch  535/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0373
Epoch  27 Batch  536/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9325, Loss: 0.0371
Epoch  27 Batch  537/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0278
Epoch  27 Batch  538/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0280
Epoch  27 Batch  539/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9379, Loss: 0.0477
Epoch  27 Batch  540/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9428, Loss: 0.0282
Epoch  27 Batch  541/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0306
Epoch  27 Batch  542/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9414, Loss: 0.0345
Epoch  27 Batch  543/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9364, Loss: 0.0276
Epoch  27 Batch  544/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9361, Loss: 0.0215
Epoch  27 Batch  545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9361, Loss: 0.0304
Epoch  27 Batch  546/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9350, Loss: 0.0388
Epoch  27 Batch  547/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0303
Epoch  27 Batch  548/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9276, Loss: 0.0409
Epoch  27 Batch  549/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9290, Loss: 0.0414
Epoch  27 Batch  550/1077 - Train Accuracy: 0.9043, Validation Accuracy: 0.9368, Loss: 0.0347
Epoch  27 Batch  551/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0357
Epoch  27 Batch  552/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9329, Loss: 0.0392
Epoch  27 Batch  553/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0464
Epoch  27 Batch  554/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9240, Loss: 0.0308
Epoch  27 Batch  555/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9215, Loss: 0.0327
Epoch  27 Batch  556/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9233, Loss: 0.0277
Epoch  27 Batch  557/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9212, Loss: 0.0314
Epoch  27 Batch  558/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9251, Loss: 0.0249
Epoch  27 Batch  559/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9276, Loss: 0.0349
Epoch  27 Batch  560/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9222, Loss: 0.0379
Epoch  27 Batch  561/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9222, Loss: 0.0363
Epoch  27 Batch  562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9222, Loss: 0.0285
Epoch  27 Batch  563/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9176, Loss: 0.0388
Epoch  27 Batch  564/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9247, Loss: 0.0423
Epoch  27 Batch  565/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9393, Loss: 0.0488
Epoch  27 Batch  566/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9393, Loss: 0.0388
Epoch  27 Batch  567/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9283, Loss: 0.0360
Epoch  27 Batch  568/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9304, Loss: 0.0327
Epoch  27 Batch  569/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0395
Epoch  27 Batch  570/1077 - Train Accuracy: 0.9112, Validation Accuracy: 0.9325, Loss: 0.0409
Epoch  27 Batch  571/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9350, Loss: 0.0295
Epoch  27 Batch  572/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9354, Loss: 0.0349
Epoch  27 Batch  573/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9354, Loss: 0.0493
Epoch  27 Batch  574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9382, Loss: 0.0356
Epoch  27 Batch  575/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9513, Loss: 0.0276
Epoch  27 Batch  576/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9467, Loss: 0.0326
Epoch  27 Batch  577/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9464, Loss: 0.0317
Epoch  27 Batch  578/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9407, Loss: 0.0311
Epoch  27 Batch  579/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9471, Loss: 0.0347
Epoch  27 Batch  580/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9478, Loss: 0.0248
Epoch  27 Batch  581/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9425, Loss: 0.0234
Epoch  27 Batch  582/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0290
Epoch  27 Batch  583/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9474, Loss: 0.0372
Epoch  27 Batch  584/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9474, Loss: 0.0352
Epoch  27 Batch  585/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9414, Loss: 0.0228
Epoch  27 Batch  586/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9467, Loss: 0.0261
Epoch  27 Batch  587/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9418, Loss: 0.0338
Epoch  27 Batch  588/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9371, Loss: 0.0275
Epoch  27 Batch  589/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9343, Loss: 0.0287
Epoch  27 Batch  590/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9361, Loss: 0.0368
Epoch  27 Batch  591/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9361, Loss: 0.0333
Epoch  27 Batch  592/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0379
Epoch  27 Batch  593/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9435, Loss: 0.0472
Epoch  27 Batch  594/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9371, Loss: 0.0378
Epoch  27 Batch  595/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0331
Epoch  27 Batch  596/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9407, Loss: 0.0346
Epoch  27 Batch  597/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0308
Epoch  27 Batch  598/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9442, Loss: 0.0364
Epoch  27 Batch  599/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9382, Loss: 0.0504
Epoch  27 Batch  600/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9379, Loss: 0.0407
Epoch  27 Batch  601/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9379, Loss: 0.0381
Epoch  27 Batch  602/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9393, Loss: 0.0336
Epoch  27 Batch  603/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9432, Loss: 0.0363
Epoch  27 Batch  604/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9478, Loss: 0.0512
Epoch  27 Batch  605/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9364, Loss: 0.0402
Epoch  27 Batch  606/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0247
Epoch  27 Batch  607/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9457, Loss: 0.0411
Epoch  27 Batch  608/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0399
Epoch  27 Batch  609/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9318, Loss: 0.0432
Epoch  27 Batch  610/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0378
Epoch  27 Batch  611/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9215, Loss: 0.0382
Epoch  27 Batch  612/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9212, Loss: 0.0250
Epoch  27 Batch  613/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9151, Loss: 0.0454
Epoch  27 Batch  614/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9258, Loss: 0.0380
Epoch  27 Batch  615/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9286, Loss: 0.0272
Epoch  27 Batch  616/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9290, Loss: 0.0333
Epoch  27 Batch  617/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9425, Loss: 0.0296
Epoch  27 Batch  618/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9329, Loss: 0.0356
Epoch  27 Batch  619/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9389, Loss: 0.0256
Epoch  27 Batch  620/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9315, Loss: 0.0273
Epoch  27 Batch  621/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0385
Epoch  27 Batch  622/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9290, Loss: 0.0417
Epoch  27 Batch  623/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9286, Loss: 0.0436
Epoch  27 Batch  624/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9240, Loss: 0.0395
Epoch  27 Batch  625/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9183, Loss: 0.0315
Epoch  27 Batch  626/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9180, Loss: 0.0327
Epoch  27 Batch  627/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9180, Loss: 0.0324
Epoch  27 Batch  628/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9123, Loss: 0.0372
Epoch  27 Batch  629/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9123, Loss: 0.0337
Epoch  27 Batch  630/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9130, Loss: 0.0341
Epoch  27 Batch  631/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9158, Loss: 0.0396
Epoch  27 Batch  632/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9176, Loss: 0.0320
Epoch  27 Batch  633/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9361, Loss: 0.0367
Epoch  27 Batch  634/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9361, Loss: 0.0299
Epoch  27 Batch  635/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9418, Loss: 0.0385
Epoch  27 Batch  636/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0296
Epoch  27 Batch  637/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9297, Loss: 0.0317
Epoch  27 Batch  638/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9304, Loss: 0.0302
Epoch  27 Batch  639/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9251, Loss: 0.0391
Epoch  27 Batch  640/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9286, Loss: 0.0282
Epoch  27 Batch  641/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9283, Loss: 0.0315
Epoch  27 Batch  642/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9283, Loss: 0.0320
Epoch  27 Batch  643/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0257
Epoch  27 Batch  644/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9357, Loss: 0.0314
Epoch  27 Batch  645/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9308, Loss: 0.0332
Epoch  27 Batch  646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9308, Loss: 0.0308
Epoch  27 Batch  647/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9308, Loss: 0.0399
Epoch  27 Batch  648/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9435, Loss: 0.0286
Epoch  27 Batch  649/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0293
Epoch  27 Batch  650/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9371, Loss: 0.0287
Epoch  27 Batch  651/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9393, Loss: 0.0315
Epoch  27 Batch  652/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9343, Loss: 0.0341
Epoch  27 Batch  653/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0385
Epoch  27 Batch  654/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0316
Epoch  27 Batch  655/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9446, Loss: 0.0500
Epoch  27 Batch  656/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0351
Epoch  27 Batch  657/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9329, Loss: 0.0354
Epoch  27 Batch  658/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9229, Loss: 0.0225
Epoch  27 Batch  659/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9183, Loss: 0.0356
Epoch  27 Batch  660/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9134, Loss: 0.0273
Epoch  27 Batch  661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9258, Loss: 0.0352
Epoch  27 Batch  662/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9268, Loss: 0.0302
Epoch  27 Batch  663/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9290, Loss: 0.0305
Epoch  27 Batch  664/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9290, Loss: 0.0338
Epoch  27 Batch  665/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9361, Loss: 0.0239
Epoch  27 Batch  666/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9364, Loss: 0.0354
Epoch  27 Batch  667/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9268, Loss: 0.0378
Epoch  27 Batch  668/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9215, Loss: 0.0322
Epoch  27 Batch  669/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9215, Loss: 0.0258
Epoch  27 Batch  670/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9311, Loss: 0.0303
Epoch  27 Batch  671/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0344
Epoch  27 Batch  672/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9251, Loss: 0.0288
Epoch  27 Batch  673/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9247, Loss: 0.0380
Epoch  27 Batch  674/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9276, Loss: 0.0329
Epoch  27 Batch  675/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9297, Loss: 0.0360
Epoch  27 Batch  676/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9371, Loss: 0.0301
Epoch  27 Batch  677/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9414, Loss: 0.0418
Epoch  27 Batch  678/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9311, Loss: 0.0261
Epoch  27 Batch  679/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9300, Loss: 0.0282
Epoch  27 Batch  680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9300, Loss: 0.0354
Epoch  27 Batch  681/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9304, Loss: 0.0309
Epoch  27 Batch  682/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9300, Loss: 0.0321
Epoch  27 Batch  683/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9442, Loss: 0.0288
Epoch  27 Batch  684/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9396, Loss: 0.0308
Epoch  27 Batch  685/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9396, Loss: 0.0392
Epoch  27 Batch  686/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9400, Loss: 0.0289
Epoch  27 Batch  687/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9400, Loss: 0.0326
Epoch  27 Batch  688/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9485, Loss: 0.0318
Epoch  27 Batch  689/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9435, Loss: 0.0249
Epoch  27 Batch  690/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9442, Loss: 0.0328
Epoch  27 Batch  691/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9432, Loss: 0.0346
Epoch  27 Batch  692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0286
Epoch  27 Batch  693/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9482, Loss: 0.0499
Epoch  27 Batch  694/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0330
Epoch  27 Batch  695/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9414, Loss: 0.0337
Epoch  27 Batch  696/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0328
Epoch  27 Batch  697/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9411, Loss: 0.0283
Epoch  27 Batch  698/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9453, Loss: 0.0317
Epoch  27 Batch  699/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9450, Loss: 0.0322
Epoch  27 Batch  700/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9393, Loss: 0.0316
Epoch  27 Batch  701/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9379, Loss: 0.0320
Epoch  27 Batch  702/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9379, Loss: 0.0432
Epoch  27 Batch  703/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9382, Loss: 0.0360
Epoch  27 Batch  704/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9354, Loss: 0.0478
Epoch  27 Batch  705/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0383
Epoch  27 Batch  706/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9492, Loss: 0.0519
Epoch  27 Batch  707/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9446, Loss: 0.0348
Epoch  27 Batch  708/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9379, Loss: 0.0317
Epoch  27 Batch  709/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9446, Loss: 0.0452
Epoch  27 Batch  710/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9450, Loss: 0.0239
Epoch  27 Batch  711/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9467, Loss: 0.0407
Epoch  27 Batch  712/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9371, Loss: 0.0287
Epoch  27 Batch  713/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9375, Loss: 0.0289
Epoch  27 Batch  714/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9322, Loss: 0.0363
Epoch  27 Batch  715/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9322, Loss: 0.0359
Epoch  27 Batch  716/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9276, Loss: 0.0262
Epoch  27 Batch  717/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9226, Loss: 0.0252
Epoch  27 Batch  718/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9272, Loss: 0.0351
Epoch  27 Batch  719/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9233, Loss: 0.0338
Epoch  27 Batch  720/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9233, Loss: 0.0333
Epoch  27 Batch  721/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9322, Loss: 0.0394
Epoch  27 Batch  722/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9318, Loss: 0.0276
Epoch  27 Batch  723/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9364, Loss: 0.0370
Epoch  27 Batch  724/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9371, Loss: 0.0340
Epoch  27 Batch  725/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9371, Loss: 0.0275
Epoch  27 Batch  726/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0297
Epoch  27 Batch  727/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9354, Loss: 0.0270
Epoch  27 Batch  728/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9400, Loss: 0.0412
Epoch  27 Batch  729/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9357, Loss: 0.0405
Epoch  27 Batch  730/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9347, Loss: 0.0433
Epoch  27 Batch  731/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9347, Loss: 0.0326
Epoch  27 Batch  732/1077 - Train Accuracy: 0.9062, Validation Accuracy: 0.9297, Loss: 0.0354
Epoch  27 Batch  733/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9244, Loss: 0.0374
Epoch  27 Batch  734/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9176, Loss: 0.0304
Epoch  27 Batch  735/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9176, Loss: 0.0252
Epoch  27 Batch  736/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9226, Loss: 0.0306
Epoch  27 Batch  737/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0417
Epoch  27 Batch  738/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9276, Loss: 0.0225
Epoch  27 Batch  739/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9286, Loss: 0.0309
Epoch  27 Batch  740/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0231
Epoch  27 Batch  741/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9286, Loss: 0.0377
Epoch  27 Batch  742/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9286, Loss: 0.0327
Epoch  27 Batch  743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0305
Epoch  27 Batch  744/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9311, Loss: 0.0349
Epoch  27 Batch  745/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9354, Loss: 0.0353
Epoch  27 Batch  746/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9371, Loss: 0.0288
Epoch  27 Batch  747/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9347, Loss: 0.0250
Epoch  27 Batch  748/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9396, Loss: 0.0303
Epoch  27 Batch  749/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9293, Loss: 0.0257
Epoch  27 Batch  750/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9339, Loss: 0.0312
Epoch  27 Batch  751/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0372
Epoch  27 Batch  752/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9304, Loss: 0.0309
Epoch  27 Batch  753/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9212, Loss: 0.0287
Epoch  27 Batch  754/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9219, Loss: 0.0377
Epoch  27 Batch  755/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9219, Loss: 0.0385
Epoch  27 Batch  756/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9322, Loss: 0.0286
Epoch  27 Batch  757/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9371, Loss: 0.0362
Epoch  27 Batch  758/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9354, Loss: 0.0250
Epoch  27 Batch  759/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9357, Loss: 0.0311
Epoch  27 Batch  760/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9343, Loss: 0.0393
Epoch  27 Batch  761/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9347, Loss: 0.0314
Epoch  27 Batch  762/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9347, Loss: 0.0278
Epoch  27 Batch  763/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9347, Loss: 0.0347
Epoch  27 Batch  764/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9347, Loss: 0.0286
Epoch  27 Batch  765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9347, Loss: 0.0390
Epoch  27 Batch  766/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9389, Loss: 0.0388
Epoch  27 Batch  767/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9389, Loss: 0.0329
Epoch  27 Batch  768/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9439, Loss: 0.0286
Epoch  27 Batch  769/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9428, Loss: 0.0344
Epoch  27 Batch  770/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9379, Loss: 0.0299
Epoch  27 Batch  771/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0339
Epoch  27 Batch  772/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9325, Loss: 0.0297
Epoch  27 Batch  773/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9347, Loss: 0.0305
Epoch  27 Batch  774/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0351
Epoch  27 Batch  775/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9510, Loss: 0.0283
Epoch  27 Batch  776/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9599, Loss: 0.0282
Epoch  27 Batch  777/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0285
Epoch  27 Batch  778/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9492, Loss: 0.0361
Epoch  27 Batch  779/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9542, Loss: 0.0310
Epoch  27 Batch  780/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9517, Loss: 0.0454
Epoch  27 Batch  781/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0303
Epoch  27 Batch  782/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9403, Loss: 0.0329
Epoch  27 Batch  783/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9396, Loss: 0.0358
Epoch  27 Batch  784/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9247, Loss: 0.0244
Epoch  27 Batch  785/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9247, Loss: 0.0272
Epoch  27 Batch  786/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9272, Loss: 0.0299
Epoch  27 Batch  787/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9279, Loss: 0.0324
Epoch  27 Batch  788/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9279, Loss: 0.0392
Epoch  27 Batch  789/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9304, Loss: 0.0364
Epoch  27 Batch  790/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9300, Loss: 0.0400
Epoch  27 Batch  791/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9304, Loss: 0.0366
Epoch  27 Batch  792/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9304, Loss: 0.0356
Epoch  27 Batch  793/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9258, Loss: 0.0335
Epoch  27 Batch  794/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9251, Loss: 0.0256
Epoch  27 Batch  795/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9304, Loss: 0.0388
Epoch  27 Batch  796/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9304, Loss: 0.0315
Epoch  27 Batch  797/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9272, Loss: 0.0326
Epoch  27 Batch  798/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9407, Loss: 0.0308
Epoch  27 Batch  799/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9339, Loss: 0.0434
Epoch  27 Batch  800/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9332, Loss: 0.0300
Epoch  27 Batch  801/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0321
Epoch  27 Batch  802/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9364, Loss: 0.0387
Epoch  27 Batch  803/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9322, Loss: 0.0329
Epoch  27 Batch  804/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9197, Loss: 0.0256
Epoch  27 Batch  805/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9201, Loss: 0.0338
Epoch  27 Batch  806/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9201, Loss: 0.0304
Epoch  27 Batch  807/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9254, Loss: 0.0242
Epoch  27 Batch  808/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9279, Loss: 0.0469
Epoch  27 Batch  809/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9279, Loss: 0.0511
Epoch  27 Batch  810/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9364, Loss: 0.0302
Epoch  27 Batch  811/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9322, Loss: 0.0327
Epoch  27 Batch  812/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9368, Loss: 0.0334
Epoch  27 Batch  813/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9325, Loss: 0.0350
Epoch  27 Batch  814/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9226, Loss: 0.0337
Epoch  27 Batch  815/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9229, Loss: 0.0398
Epoch  27 Batch  816/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9343, Loss: 0.0293
Epoch  27 Batch  817/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0314
Epoch  27 Batch  818/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9336, Loss: 0.0335
Epoch  27 Batch  819/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9336, Loss: 0.0327
Epoch  27 Batch  820/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9347, Loss: 0.0317
Epoch  27 Batch  821/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0326
Epoch  27 Batch  822/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9343, Loss: 0.0311
Epoch  27 Batch  823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9400, Loss: 0.0317
Epoch  27 Batch  824/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9400, Loss: 0.0335
Epoch  27 Batch  825/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0289
Epoch  27 Batch  826/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9421, Loss: 0.0307
Epoch  27 Batch  827/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9354, Loss: 0.0356
Epoch  27 Batch  828/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0268
Epoch  27 Batch  829/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9329, Loss: 0.0428
Epoch  27 Batch  830/1077 - Train Accuracy: 0.8828, Validation Accuracy: 0.9343, Loss: 0.0411
Epoch  27 Batch  831/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0315
Epoch  27 Batch  832/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9371, Loss: 0.0297
Epoch  27 Batch  833/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9347, Loss: 0.0410
Epoch  27 Batch  834/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9293, Loss: 0.0340
Epoch  27 Batch  835/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9382, Loss: 0.0388
Epoch  27 Batch  836/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9432, Loss: 0.0317
Epoch  27 Batch  837/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0394
Epoch  27 Batch  838/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0339
Epoch  27 Batch  839/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9457, Loss: 0.0278
Epoch  27 Batch  840/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9446, Loss: 0.0310
Epoch  27 Batch  841/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0504
Epoch  27 Batch  842/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0276
Epoch  27 Batch  843/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0257
Epoch  27 Batch  844/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9421, Loss: 0.0295
Epoch  27 Batch  845/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9499, Loss: 0.0312
Epoch  27 Batch  846/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9503, Loss: 0.0446
Epoch  27 Batch  847/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0361
Epoch  27 Batch  848/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9379, Loss: 0.0307
Epoch  27 Batch  849/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9393, Loss: 0.0248
Epoch  27 Batch  850/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9393, Loss: 0.0465
Epoch  27 Batch  851/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9297, Loss: 0.0418
Epoch  27 Batch  852/1077 - Train Accuracy: 0.9055, Validation Accuracy: 0.9336, Loss: 0.0479
Epoch  27 Batch  853/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9336, Loss: 0.0358
Epoch  27 Batch  854/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0375
Epoch  27 Batch  855/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9297, Loss: 0.0410
Epoch  27 Batch  856/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9290, Loss: 0.0337
Epoch  27 Batch  857/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9418, Loss: 0.0299
Epoch  27 Batch  858/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9411, Loss: 0.0280
Epoch  27 Batch  859/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0342
Epoch  27 Batch  860/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9247, Loss: 0.0336
Epoch  27 Batch  861/1077 - Train Accuracy: 0.9113, Validation Accuracy: 0.9297, Loss: 0.0307
Epoch  27 Batch  862/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9300, Loss: 0.0364
Epoch  27 Batch  863/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9251, Loss: 0.0301
Epoch  27 Batch  864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9325, Loss: 0.0289
Epoch  27 Batch  865/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9329, Loss: 0.0365
Epoch  27 Batch  866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9229, Loss: 0.0372
Epoch  27 Batch  867/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9276, Loss: 0.0723
Epoch  27 Batch  868/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0379
Epoch  27 Batch  869/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9332, Loss: 0.0304
Epoch  27 Batch  870/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9379, Loss: 0.0321
Epoch  27 Batch  871/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0303
Epoch  27 Batch  872/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0310
Epoch  27 Batch  873/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0324
Epoch  27 Batch  874/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9336, Loss: 0.0356
Epoch  27 Batch  875/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0327
Epoch  27 Batch  876/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9290, Loss: 0.0256
Epoch  27 Batch  877/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9286, Loss: 0.0313
Epoch  27 Batch  878/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9286, Loss: 0.0284
Epoch  27 Batch  879/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9290, Loss: 0.0252
Epoch  27 Batch  880/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9254, Loss: 0.0396
Epoch  27 Batch  881/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9247, Loss: 0.0312
Epoch  27 Batch  882/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0293
Epoch  27 Batch  883/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9286, Loss: 0.0428
Epoch  27 Batch  884/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9304, Loss: 0.0340
Epoch  27 Batch  885/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9311, Loss: 0.0242
Epoch  27 Batch  886/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9304, Loss: 0.0309
Epoch  27 Batch  887/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9276, Loss: 0.0338
Epoch  27 Batch  888/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9393, Loss: 0.0330
Epoch  27 Batch  889/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9439, Loss: 0.0346
Epoch  27 Batch  890/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9396, Loss: 0.0339
Epoch  27 Batch  891/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0289
Epoch  27 Batch  892/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9364, Loss: 0.0338
Epoch  27 Batch  893/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9350, Loss: 0.0313
Epoch  27 Batch  894/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0264
Epoch  27 Batch  895/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9261, Loss: 0.0265
Epoch  27 Batch  896/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9261, Loss: 0.0317
Epoch  27 Batch  897/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9208, Loss: 0.0277
Epoch  27 Batch  898/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9254, Loss: 0.0302
Epoch  27 Batch  899/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9311, Loss: 0.0366
Epoch  27 Batch  900/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9450, Loss: 0.0393
Epoch  27 Batch  901/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0479
Epoch  27 Batch  902/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9396, Loss: 0.0378
Epoch  27 Batch  903/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9442, Loss: 0.0290
Epoch  27 Batch  904/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9492, Loss: 0.0325
Epoch  27 Batch  905/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9471, Loss: 0.0254
Epoch  27 Batch  906/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0311
Epoch  27 Batch  907/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9293, Loss: 0.0367
Epoch  27 Batch  908/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0366
Epoch  27 Batch  909/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9439, Loss: 0.0418
Epoch  27 Batch  910/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9418, Loss: 0.0361
Epoch  27 Batch  911/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9492, Loss: 0.0471
Epoch  27 Batch  912/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0290
Epoch  27 Batch  913/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9556, Loss: 0.0422
Epoch  27 Batch  914/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9528, Loss: 0.0621
Epoch  27 Batch  915/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9478, Loss: 0.0291
Epoch  27 Batch  916/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9432, Loss: 0.0330
Epoch  27 Batch  917/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9478, Loss: 0.0371
Epoch  27 Batch  918/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9474, Loss: 0.0322
Epoch  27 Batch  919/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9379, Loss: 0.0255
Epoch  27 Batch  920/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9308, Loss: 0.0274
Epoch  27 Batch  921/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9311, Loss: 0.0339
Epoch  27 Batch  922/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9315, Loss: 0.0325
Epoch  27 Batch  923/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9268, Loss: 0.0209
Epoch  27 Batch  924/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9194, Loss: 0.0407
Epoch  27 Batch  925/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9208, Loss: 0.0269
Epoch  27 Batch  926/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9208, Loss: 0.0411
Epoch  27 Batch  927/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9109, Loss: 0.0410
Epoch  27 Batch  928/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9258, Loss: 0.0314
Epoch  27 Batch  929/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9244, Loss: 0.0274
Epoch  27 Batch  930/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9290, Loss: 0.0231
Epoch  27 Batch  931/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9315, Loss: 0.0315
Epoch  27 Batch  932/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9261, Loss: 0.0288
Epoch  27 Batch  933/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9261, Loss: 0.0295
Epoch  27 Batch  934/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9297, Loss: 0.0266
Epoch  27 Batch  935/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9258, Loss: 0.0325
Epoch  27 Batch  936/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9283, Loss: 0.0349
Epoch  27 Batch  937/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9290, Loss: 0.0470
Epoch  27 Batch  938/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0389
Epoch  27 Batch  939/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9357, Loss: 0.0386
Epoch  27 Batch  940/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0276
Epoch  27 Batch  941/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9375, Loss: 0.0301
Epoch  27 Batch  942/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9439, Loss: 0.0375
Epoch  27 Batch  943/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0292
Epoch  27 Batch  944/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9347, Loss: 0.0274
Epoch  27 Batch  945/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9347, Loss: 0.0236
Epoch  27 Batch  946/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9347, Loss: 0.0221
Epoch  27 Batch  947/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9343, Loss: 0.0374
Epoch  27 Batch  948/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9315, Loss: 0.0308
Epoch  27 Batch  949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9219, Loss: 0.0243
Epoch  27 Batch  950/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9219, Loss: 0.0295
Epoch  27 Batch  951/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9268, Loss: 0.0354
Epoch  27 Batch  952/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9325, Loss: 0.0247
Epoch  27 Batch  953/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9439, Loss: 0.0268
Epoch  27 Batch  954/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9439, Loss: 0.0355
Epoch  27 Batch  955/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9421, Loss: 0.0379
Epoch  27 Batch  956/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9379, Loss: 0.0345
Epoch  27 Batch  957/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9379, Loss: 0.0224
Epoch  27 Batch  958/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9364, Loss: 0.0355
Epoch  27 Batch  959/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9258, Loss: 0.0361
Epoch  27 Batch  960/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9208, Loss: 0.0344
Epoch  27 Batch  961/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9158, Loss: 0.0249
Epoch  27 Batch  962/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9201, Loss: 0.0363
Epoch  27 Batch  963/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9268, Loss: 0.0444
Epoch  27 Batch  964/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9368, Loss: 0.0257
Epoch  27 Batch  965/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9350, Loss: 0.0440
Epoch  27 Batch  966/1077 - Train Accuracy: 0.9541, Validation Accuracy: 0.9347, Loss: 0.0270
Epoch  27 Batch  967/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9400, Loss: 0.0395
Epoch  27 Batch  968/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9400, Loss: 0.0411
Epoch  27 Batch  969/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9411, Loss: 0.0416
Epoch  27 Batch  970/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0303
Epoch  27 Batch  971/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0379
Epoch  27 Batch  972/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9414, Loss: 0.0366
Epoch  27 Batch  973/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0250
Epoch  27 Batch  974/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9439, Loss: 0.0282
Epoch  27 Batch  975/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9439, Loss: 0.0283
Epoch  27 Batch  976/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9350, Loss: 0.0273
Epoch  27 Batch  977/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9300, Loss: 0.0264
Epoch  27 Batch  978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9279, Loss: 0.0306
Epoch  27 Batch  979/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9283, Loss: 0.0325
Epoch  27 Batch  980/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9283, Loss: 0.0327
Epoch  27 Batch  981/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9332, Loss: 0.0410
Epoch  27 Batch  982/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0367
Epoch  27 Batch  983/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9336, Loss: 0.0296
Epoch  27 Batch  984/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9237, Loss: 0.0363
Epoch  27 Batch  985/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9247, Loss: 0.0271
Epoch  27 Batch  986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9229, Loss: 0.0305
Epoch  27 Batch  987/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9226, Loss: 0.0273
Epoch  27 Batch  988/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9276, Loss: 0.0367
Epoch  27 Batch  989/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9354, Loss: 0.0354
Epoch  27 Batch  990/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9396, Loss: 0.0401
Epoch  27 Batch  991/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9393, Loss: 0.0333
Epoch  27 Batch  992/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9400, Loss: 0.0356
Epoch  27 Batch  993/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0214
Epoch  27 Batch  994/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9354, Loss: 0.0286
Epoch  27 Batch  995/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9350, Loss: 0.0306
Epoch  27 Batch  996/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9350, Loss: 0.0324
Epoch  27 Batch  997/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0374
Epoch  27 Batch  998/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9347, Loss: 0.0271
Epoch  27 Batch  999/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0393
Epoch  27 Batch 1000/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9254, Loss: 0.0319
Epoch  27 Batch 1001/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9251, Loss: 0.0287
Epoch  27 Batch 1002/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9151, Loss: 0.0244
Epoch  27 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9158, Loss: 0.0290
Epoch  27 Batch 1004/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9180, Loss: 0.0296
Epoch  27 Batch 1005/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9229, Loss: 0.0326
Epoch  27 Batch 1006/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9226, Loss: 0.0292
Epoch  27 Batch 1007/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9379, Loss: 0.0264
Epoch  27 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9332, Loss: 0.0330
Epoch  27 Batch 1009/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0251
Epoch  27 Batch 1010/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9247, Loss: 0.0307
Epoch  27 Batch 1011/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9283, Loss: 0.0316
Epoch  27 Batch 1012/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9283, Loss: 0.0238
Epoch  27 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9286, Loss: 0.0241
Epoch  27 Batch 1014/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9283, Loss: 0.0265
Epoch  27 Batch 1015/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9279, Loss: 0.0406
Epoch  27 Batch 1016/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9290, Loss: 0.0347
Epoch  27 Batch 1017/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9290, Loss: 0.0275
Epoch  27 Batch 1018/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9371, Loss: 0.0398
Epoch  27 Batch 1019/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9368, Loss: 0.0427
Epoch  27 Batch 1020/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9329, Loss: 0.0272
Epoch  27 Batch 1021/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9382, Loss: 0.0324
Epoch  27 Batch 1022/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9382, Loss: 0.0284
Epoch  27 Batch 1023/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9379, Loss: 0.0297
Epoch  27 Batch 1024/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9290, Loss: 0.0384
Epoch  27 Batch 1025/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9272, Loss: 0.0306
Epoch  27 Batch 1026/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9300, Loss: 0.0358
Epoch  27 Batch 1027/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9364, Loss: 0.0293
Epoch  27 Batch 1028/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9368, Loss: 0.0345
Epoch  27 Batch 1029/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9343, Loss: 0.0253
Epoch  27 Batch 1030/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9393, Loss: 0.0325
Epoch  27 Batch 1031/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9325, Loss: 0.0339
Epoch  27 Batch 1032/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9325, Loss: 0.0372
Epoch  27 Batch 1033/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9268, Loss: 0.0381
Epoch  27 Batch 1034/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9375, Loss: 0.0331
Epoch  27 Batch 1035/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9400, Loss: 0.0230
Epoch  27 Batch 1036/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9379, Loss: 0.0472
Epoch  27 Batch 1037/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9379, Loss: 0.0352
Epoch  27 Batch 1038/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0411
Epoch  27 Batch 1039/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9251, Loss: 0.0320
Epoch  27 Batch 1040/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9283, Loss: 0.0297
Epoch  27 Batch 1041/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9293, Loss: 0.0387
Epoch  27 Batch 1042/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0343
Epoch  27 Batch 1043/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0480
Epoch  27 Batch 1044/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9354, Loss: 0.0361
Epoch  27 Batch 1045/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9311, Loss: 0.0342
Epoch  27 Batch 1046/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9400, Loss: 0.0253
Epoch  27 Batch 1047/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9400, Loss: 0.0287
Epoch  27 Batch 1048/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9389, Loss: 0.0345
Epoch  27 Batch 1049/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9411, Loss: 0.0338
Epoch  27 Batch 1050/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9361, Loss: 0.0271
Epoch  27 Batch 1051/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9354, Loss: 0.0409
Epoch  27 Batch 1052/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9343, Loss: 0.0276
Epoch  27 Batch 1053/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9343, Loss: 0.0390
Epoch  27 Batch 1054/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9304, Loss: 0.0303
Epoch  27 Batch 1055/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9357, Loss: 0.0389
Epoch  27 Batch 1056/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9368, Loss: 0.0251
Epoch  27 Batch 1057/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0322
Epoch  27 Batch 1058/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9400, Loss: 0.0386
Epoch  27 Batch 1059/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9382, Loss: 0.0410
Epoch  27 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9357, Loss: 0.0260
Epoch  27 Batch 1061/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9400, Loss: 0.0485
Epoch  27 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9375, Loss: 0.0396
Epoch  27 Batch 1063/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9368, Loss: 0.0370
Epoch  27 Batch 1064/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0360
Epoch  27 Batch 1065/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9432, Loss: 0.0374
Epoch  27 Batch 1066/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9368, Loss: 0.0287
Epoch  27 Batch 1067/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9382, Loss: 0.0418
Epoch  27 Batch 1068/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9329, Loss: 0.0269
Epoch  27 Batch 1069/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9393, Loss: 0.0258
Epoch  27 Batch 1070/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9400, Loss: 0.0302
Epoch  27 Batch 1071/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9403, Loss: 0.0295
Epoch  27 Batch 1072/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9393, Loss: 0.0314
Epoch  27 Batch 1073/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9354, Loss: 0.0340
Epoch  27 Batch 1074/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9350, Loss: 0.0466
Epoch  27 Batch 1075/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9457, Loss: 0.0402
Epoch  28 Batch    1/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9368, Loss: 0.0246
Epoch  28 Batch    2/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9347, Loss: 0.0309
Epoch  28 Batch    3/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9364, Loss: 0.0397
Epoch  28 Batch    4/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9364, Loss: 0.0297
Epoch  28 Batch    5/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9411, Loss: 0.0428
Epoch  28 Batch    6/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9300, Loss: 0.0300
Epoch  28 Batch    7/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9261, Loss: 0.0316
Epoch  28 Batch    8/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9322, Loss: 0.0301
Epoch  28 Batch    9/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9361, Loss: 0.0343
Epoch  28 Batch   10/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9421, Loss: 0.0381
Epoch  28 Batch   11/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9446, Loss: 0.0364
Epoch  28 Batch   12/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0277
Epoch  28 Batch   13/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9293, Loss: 0.0454
Epoch  28 Batch   14/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9354, Loss: 0.0312
Epoch  28 Batch   15/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9386, Loss: 0.0275
Epoch  28 Batch   16/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9368, Loss: 0.0295
Epoch  28 Batch   17/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9379, Loss: 0.0359
Epoch  28 Batch   18/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9350, Loss: 0.0305
Epoch  28 Batch   19/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0281
Epoch  28 Batch   20/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9386, Loss: 0.0305
Epoch  28 Batch   21/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9357, Loss: 0.0377
Epoch  28 Batch   22/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9283, Loss: 0.0372
Epoch  28 Batch   23/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9240, Loss: 0.0276
Epoch  28 Batch   24/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9290, Loss: 0.0379
Epoch  28 Batch   25/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9237, Loss: 0.0216
Epoch  28 Batch   26/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9258, Loss: 0.0397
Epoch  28 Batch   27/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9336, Loss: 0.0239
Epoch  28 Batch   28/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9386, Loss: 0.0326
Epoch  28 Batch   29/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9329, Loss: 0.0338
Epoch  28 Batch   30/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0306
Epoch  28 Batch   31/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9414, Loss: 0.0293
Epoch  28 Batch   32/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9304, Loss: 0.0283
Epoch  28 Batch   33/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9354, Loss: 0.0326
Epoch  28 Batch   34/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9354, Loss: 0.0335
Epoch  28 Batch   35/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9396, Loss: 0.0377
Epoch  28 Batch   36/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9347, Loss: 0.0284
Epoch  28 Batch   37/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9279, Loss: 0.0314
Epoch  28 Batch   38/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9329, Loss: 0.0397
Epoch  28 Batch   39/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9450, Loss: 0.0470
Epoch  28 Batch   40/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9357, Loss: 0.0262
Epoch  28 Batch   41/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9357, Loss: 0.0268
Epoch  28 Batch   42/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9315, Loss: 0.0410
Epoch  28 Batch   43/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9322, Loss: 0.0217
Epoch  28 Batch   44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9268, Loss: 0.0261
Epoch  28 Batch   45/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9251, Loss: 0.0343
Epoch  28 Batch   46/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9311, Loss: 0.0433
Epoch  28 Batch   47/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9322, Loss: 0.0334
Epoch  28 Batch   48/1077 - Train Accuracy: 0.9137, Validation Accuracy: 0.9240, Loss: 0.0510
Epoch  28 Batch   49/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9272, Loss: 0.0408
Epoch  28 Batch   50/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9386, Loss: 0.0310
Epoch  28 Batch   51/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9332, Loss: 0.0337
Epoch  28 Batch   52/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9261, Loss: 0.0446
Epoch  28 Batch   53/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9222, Loss: 0.0322
Epoch  28 Batch   54/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9194, Loss: 0.0573
Epoch  28 Batch   55/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9190, Loss: 0.0304
Epoch  28 Batch   56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9229, Loss: 0.0252
Epoch  28 Batch   57/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9233, Loss: 0.0356
Epoch  28 Batch   58/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9325, Loss: 0.0332
Epoch  28 Batch   59/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9357, Loss: 0.0359
Epoch  28 Batch   60/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9318, Loss: 0.0249
Epoch  28 Batch   61/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9297, Loss: 0.0327
Epoch  28 Batch   62/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9297, Loss: 0.0394
Epoch  28 Batch   63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9279, Loss: 0.0276
Epoch  28 Batch   64/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9233, Loss: 0.0294
Epoch  28 Batch   65/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9237, Loss: 0.0331
Epoch  28 Batch   66/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9187, Loss: 0.0222
Epoch  28 Batch   67/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9134, Loss: 0.0312
Epoch  28 Batch   68/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9190, Loss: 0.0440
Epoch  28 Batch   69/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9290, Loss: 0.0488
Epoch  28 Batch   70/1077 - Train Accuracy: 0.9206, Validation Accuracy: 0.9343, Loss: 0.0443
Epoch  28 Batch   71/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9336, Loss: 0.0210
Epoch  28 Batch   72/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9336, Loss: 0.0323
Epoch  28 Batch   73/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9290, Loss: 0.0343
Epoch  28 Batch   74/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9304, Loss: 0.0277
Epoch  28 Batch   75/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0456
Epoch  28 Batch   76/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9407, Loss: 0.0204
Epoch  28 Batch   77/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9411, Loss: 0.0353
Epoch  28 Batch   78/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9428, Loss: 0.0349
Epoch  28 Batch   79/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0314
Epoch  28 Batch   80/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9400, Loss: 0.0275
Epoch  28 Batch   81/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9403, Loss: 0.0263
Epoch  28 Batch   82/1077 - Train Accuracy: 0.9407, Validation Accuracy: 0.9407, Loss: 0.0313
Epoch  28 Batch   83/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9403, Loss: 0.0277
Epoch  28 Batch   84/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9336, Loss: 0.0317
Epoch  28 Batch   85/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9411, Loss: 0.0341
Epoch  28 Batch   86/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0297
Epoch  28 Batch   87/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9414, Loss: 0.0428
Epoch  28 Batch   88/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9361, Loss: 0.0357
Epoch  28 Batch   89/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9339, Loss: 0.0362
Epoch  28 Batch   90/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9272, Loss: 0.0268
Epoch  28 Batch   91/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9318, Loss: 0.0283
Epoch  28 Batch   92/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9265, Loss: 0.0331
Epoch  28 Batch   93/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9219, Loss: 0.0325
Epoch  28 Batch   94/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9222, Loss: 0.0265
Epoch  28 Batch   95/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9226, Loss: 0.0331
Epoch  28 Batch   96/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9222, Loss: 0.0332
Epoch  28 Batch   97/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9205, Loss: 0.0318
Epoch  28 Batch   98/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9251, Loss: 0.0384
Epoch  28 Batch   99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9308, Loss: 0.0265
Epoch  28 Batch  100/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9233, Loss: 0.0333
Epoch  28 Batch  101/1077 - Train Accuracy: 0.9168, Validation Accuracy: 0.9187, Loss: 0.0279
Epoch  28 Batch  102/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0283
Epoch  28 Batch  103/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9361, Loss: 0.0447
Epoch  28 Batch  104/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9311, Loss: 0.0348
Epoch  28 Batch  105/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9304, Loss: 0.0290
Epoch  28 Batch  106/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9226, Loss: 0.0342
Epoch  28 Batch  107/1077 - Train Accuracy: 0.9107, Validation Accuracy: 0.9251, Loss: 0.0356
Epoch  28 Batch  108/1077 - Train Accuracy: 0.9212, Validation Accuracy: 0.9237, Loss: 0.0375
Epoch  28 Batch  109/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9240, Loss: 0.0339
Epoch  28 Batch  110/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9286, Loss: 0.0241
Epoch  28 Batch  111/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9318, Loss: 0.0288
Epoch  28 Batch  112/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9293, Loss: 0.0240
Epoch  28 Batch  113/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9290, Loss: 0.0395
Epoch  28 Batch  114/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0249
Epoch  28 Batch  115/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9318, Loss: 0.0403
Epoch  28 Batch  116/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9371, Loss: 0.0514
Epoch  28 Batch  117/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9311, Loss: 0.0309
Epoch  28 Batch  118/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9418, Loss: 0.0302
Epoch  28 Batch  119/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9375, Loss: 0.0230
Epoch  28 Batch  120/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9375, Loss: 0.0369
Epoch  28 Batch  121/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9375, Loss: 0.0328
Epoch  28 Batch  122/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9329, Loss: 0.0270
Epoch  28 Batch  123/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9286, Loss: 0.0251
Epoch  28 Batch  124/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9432, Loss: 0.0377
Epoch  28 Batch  125/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9528, Loss: 0.0444
Epoch  28 Batch  126/1077 - Train Accuracy: 0.9193, Validation Accuracy: 0.9478, Loss: 0.0308
Epoch  28 Batch  127/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9354, Loss: 0.0302
Epoch  28 Batch  128/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9304, Loss: 0.0290
Epoch  28 Batch  129/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9350, Loss: 0.0384
Epoch  28 Batch  130/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9396, Loss: 0.0299
Epoch  28 Batch  131/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9396, Loss: 0.0342
Epoch  28 Batch  132/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9322, Loss: 0.0294
Epoch  28 Batch  133/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9279, Loss: 0.0238
Epoch  28 Batch  134/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9290, Loss: 0.0326
Epoch  28 Batch  135/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9265, Loss: 0.0354
Epoch  28 Batch  136/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9261, Loss: 0.0266
Epoch  28 Batch  137/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9261, Loss: 0.0310
Epoch  28 Batch  138/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9386, Loss: 0.0339
Epoch  28 Batch  139/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9361, Loss: 0.0329
Epoch  28 Batch  140/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9308, Loss: 0.0296
Epoch  28 Batch  141/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9325, Loss: 0.0328
Epoch  28 Batch  142/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9371, Loss: 0.0292
Epoch  28 Batch  143/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9322, Loss: 0.0313
Epoch  28 Batch  144/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9244, Loss: 0.0446
Epoch  28 Batch  145/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9194, Loss: 0.0324
Epoch  28 Batch  146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9297, Loss: 0.0650
Epoch  28 Batch  147/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9343, Loss: 0.0298
Epoch  28 Batch  148/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9347, Loss: 0.0328
Epoch  28 Batch  149/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9304, Loss: 0.0288
Epoch  28 Batch  150/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9304, Loss: 0.0357
Epoch  28 Batch  151/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9322, Loss: 0.0256
Epoch  28 Batch  152/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9329, Loss: 0.0386
Epoch  28 Batch  153/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9371, Loss: 0.0463
Epoch  28 Batch  154/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9396, Loss: 0.0302
Epoch  28 Batch  155/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9396, Loss: 0.0284
Epoch  28 Batch  156/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9339, Loss: 0.0267
Epoch  28 Batch  157/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9286, Loss: 0.0302
Epoch  28 Batch  158/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9240, Loss: 0.0365
Epoch  28 Batch  159/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9279, Loss: 0.0296
Epoch  28 Batch  160/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0282
Epoch  28 Batch  161/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9428, Loss: 0.0241
Epoch  28 Batch  162/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9403, Loss: 0.0389
Epoch  28 Batch  163/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9357, Loss: 0.0479
Epoch  28 Batch  164/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9379, Loss: 0.0295
Epoch  28 Batch  165/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9375, Loss: 0.0473
Epoch  28 Batch  166/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9375, Loss: 0.0341
Epoch  28 Batch  167/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9279, Loss: 0.0286
Epoch  28 Batch  168/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9222, Loss: 0.0403
Epoch  28 Batch  169/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9151, Loss: 0.0327
Epoch  28 Batch  170/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9144, Loss: 0.0363
Epoch  28 Batch  171/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9268, Loss: 0.0295
Epoch  28 Batch  172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9237, Loss: 0.0266
Epoch  28 Batch  173/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9130, Loss: 0.0308
Epoch  28 Batch  174/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9116, Loss: 0.0262
Epoch  28 Batch  175/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9066, Loss: 0.0374
Epoch  28 Batch  176/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9130, Loss: 0.0343
Epoch  28 Batch  177/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9130, Loss: 0.0400
Epoch  28 Batch  178/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9393, Loss: 0.0305
Epoch  28 Batch  179/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9343, Loss: 0.0324
Epoch  28 Batch  180/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0271
Epoch  28 Batch  181/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9332, Loss: 0.0356
Epoch  28 Batch  182/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9332, Loss: 0.0367
Epoch  28 Batch  183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9332, Loss: 0.0357
Epoch  28 Batch  184/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9375, Loss: 0.0313
Epoch  28 Batch  185/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0328
Epoch  28 Batch  186/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9375, Loss: 0.0330
Epoch  28 Batch  187/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9347, Loss: 0.0251
Epoch  28 Batch  188/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9332, Loss: 0.0374
Epoch  28 Batch  189/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9325, Loss: 0.0270
Epoch  28 Batch  190/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0266
Epoch  28 Batch  191/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9350, Loss: 0.0240
Epoch  28 Batch  192/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0372
Epoch  28 Batch  193/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9311, Loss: 0.0266
Epoch  28 Batch  194/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9311, Loss: 0.0233
Epoch  28 Batch  195/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9371, Loss: 0.0271
Epoch  28 Batch  196/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9467, Loss: 0.0254
Epoch  28 Batch  197/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9464, Loss: 0.0340
Epoch  28 Batch  198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0283
Epoch  28 Batch  199/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9513, Loss: 0.0285
Epoch  28 Batch  200/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9467, Loss: 0.0332
Epoch  28 Batch  201/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0262
Epoch  28 Batch  202/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9467, Loss: 0.0264
Epoch  28 Batch  203/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9368, Loss: 0.0334
Epoch  28 Batch  204/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0540
Epoch  28 Batch  205/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9318, Loss: 0.0401
Epoch  28 Batch  206/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9315, Loss: 0.0231
Epoch  28 Batch  207/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9297, Loss: 0.0308
Epoch  28 Batch  208/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9322, Loss: 0.0339
Epoch  28 Batch  209/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9237, Loss: 0.0258
Epoch  28 Batch  210/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9300, Loss: 0.0357
Epoch  28 Batch  211/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9297, Loss: 0.0301
Epoch  28 Batch  212/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9354, Loss: 0.0259
Epoch  28 Batch  213/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9304, Loss: 0.0270
Epoch  28 Batch  214/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9375, Loss: 0.0273
Epoch  28 Batch  215/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9371, Loss: 0.0399
Epoch  28 Batch  216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9411, Loss: 0.0288
Epoch  28 Batch  217/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9308, Loss: 0.0258
Epoch  28 Batch  218/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9311, Loss: 0.0352
Epoch  28 Batch  219/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9279, Loss: 0.0235
Epoch  28 Batch  220/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9222, Loss: 0.0376
Epoch  28 Batch  221/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9283, Loss: 0.0317
Epoch  28 Batch  222/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9364, Loss: 0.0301
Epoch  28 Batch  223/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9237, Loss: 0.0362
Epoch  28 Batch  224/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9290, Loss: 0.0322
Epoch  28 Batch  225/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9247, Loss: 0.0424
Epoch  28 Batch  226/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9244, Loss: 0.0323
Epoch  28 Batch  227/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9237, Loss: 0.0398
Epoch  28 Batch  228/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9237, Loss: 0.0258
Epoch  28 Batch  229/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9283, Loss: 0.0295
Epoch  28 Batch  230/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9318, Loss: 0.0298
Epoch  28 Batch  231/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0376
Epoch  28 Batch  232/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0298
Epoch  28 Batch  233/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9407, Loss: 0.0376
Epoch  28 Batch  234/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9286, Loss: 0.0339
Epoch  28 Batch  235/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9286, Loss: 0.0352
Epoch  28 Batch  236/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9332, Loss: 0.0299
Epoch  28 Batch  237/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9343, Loss: 0.0255
Epoch  28 Batch  238/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9300, Loss: 0.0310
Epoch  28 Batch  239/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9350, Loss: 0.0241
Epoch  28 Batch  240/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9357, Loss: 0.0253
Epoch  28 Batch  241/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9368, Loss: 0.0217
Epoch  28 Batch  242/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9318, Loss: 0.0268
Epoch  28 Batch  243/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9300, Loss: 0.0421
Epoch  28 Batch  244/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9329, Loss: 0.0309
Epoch  28 Batch  245/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9364, Loss: 0.0298
Epoch  28 Batch  246/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9386, Loss: 0.0343
Epoch  28 Batch  247/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9315, Loss: 0.0319
Epoch  28 Batch  248/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9371, Loss: 0.0303
Epoch  28 Batch  249/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9318, Loss: 0.0267
Epoch  28 Batch  250/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9322, Loss: 0.0335
Epoch  28 Batch  251/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9371, Loss: 0.0379
Epoch  28 Batch  252/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0402
Epoch  28 Batch  253/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9318, Loss: 0.0322
Epoch  28 Batch  254/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9258, Loss: 0.0351
Epoch  28 Batch  255/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0289
Epoch  28 Batch  256/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9300, Loss: 0.0554
Epoch  28 Batch  257/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9354, Loss: 0.0385
Epoch  28 Batch  258/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9400, Loss: 0.0286
Epoch  28 Batch  259/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9471, Loss: 0.0277
Epoch  28 Batch  260/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9379, Loss: 0.0280
Epoch  28 Batch  261/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9286, Loss: 0.0345
Epoch  28 Batch  262/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9435, Loss: 0.0290
Epoch  28 Batch  263/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0263
Epoch  28 Batch  264/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0292
Epoch  28 Batch  265/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9414, Loss: 0.0352
Epoch  28 Batch  266/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9332, Loss: 0.0321
Epoch  28 Batch  267/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9396, Loss: 0.0318
Epoch  28 Batch  268/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9453, Loss: 0.0432
Epoch  28 Batch  269/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9403, Loss: 0.0419
Epoch  28 Batch  270/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9332, Loss: 0.0406
Epoch  28 Batch  271/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9222, Loss: 0.0282
Epoch  28 Batch  272/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9318, Loss: 0.0562
Epoch  28 Batch  273/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9318, Loss: 0.0303
Epoch  28 Batch  274/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9308, Loss: 0.0362
Epoch  28 Batch  275/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9279, Loss: 0.0306
Epoch  28 Batch  276/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9233, Loss: 0.0508
Epoch  28 Batch  277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9229, Loss: 0.0248
Epoch  28 Batch  278/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9219, Loss: 0.0426
Epoch  28 Batch  279/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9265, Loss: 0.0368
Epoch  28 Batch  280/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9293, Loss: 0.0350
Epoch  28 Batch  281/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9339, Loss: 0.0424
Epoch  28 Batch  282/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9364, Loss: 0.0392
Epoch  28 Batch  283/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9357, Loss: 0.0332
Epoch  28 Batch  284/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0346
Epoch  28 Batch  285/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9293, Loss: 0.0369
Epoch  28 Batch  286/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0302
Epoch  28 Batch  287/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9315, Loss: 0.0331
Epoch  28 Batch  288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9315, Loss: 0.0383
Epoch  28 Batch  289/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9315, Loss: 0.0325
Epoch  28 Batch  290/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9304, Loss: 0.0500
Epoch  28 Batch  291/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9240, Loss: 0.0449
Epoch  28 Batch  292/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9219, Loss: 0.0304
Epoch  28 Batch  293/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9219, Loss: 0.0306
Epoch  28 Batch  294/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9251, Loss: 0.0311
Epoch  28 Batch  295/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9272, Loss: 0.0392
Epoch  28 Batch  296/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9247, Loss: 0.0308
Epoch  28 Batch  297/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9329, Loss: 0.0334
Epoch  28 Batch  298/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9329, Loss: 0.0393
Epoch  28 Batch  299/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9325, Loss: 0.0373
Epoch  28 Batch  300/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9325, Loss: 0.0261
Epoch  28 Batch  301/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9375, Loss: 0.0264
Epoch  28 Batch  302/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9357, Loss: 0.0308
Epoch  28 Batch  303/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9350, Loss: 0.0363
Epoch  28 Batch  304/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9354, Loss: 0.0337
Epoch  28 Batch  305/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9375, Loss: 0.0338
Epoch  28 Batch  306/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9393, Loss: 0.0422
Epoch  28 Batch  307/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9435, Loss: 0.0312
Epoch  28 Batch  308/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9471, Loss: 0.0335
Epoch  28 Batch  309/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9517, Loss: 0.0250
Epoch  28 Batch  310/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9482, Loss: 0.0282
Epoch  28 Batch  311/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9432, Loss: 0.0253
Epoch  28 Batch  312/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9432, Loss: 0.0379
Epoch  28 Batch  313/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9432, Loss: 0.0244
Epoch  28 Batch  314/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9379, Loss: 0.0400
Epoch  28 Batch  315/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9343, Loss: 0.0259
Epoch  28 Batch  316/1077 - Train Accuracy: 0.9267, Validation Accuracy: 0.9332, Loss: 0.0358
Epoch  28 Batch  317/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9332, Loss: 0.0327
Epoch  28 Batch  318/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9332, Loss: 0.0253
Epoch  28 Batch  319/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9332, Loss: 0.0402
Epoch  28 Batch  320/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9357, Loss: 0.0514
Epoch  28 Batch  321/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9343, Loss: 0.0255
Epoch  28 Batch  322/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9357, Loss: 0.0321
Epoch  28 Batch  323/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0312
Epoch  28 Batch  324/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9297, Loss: 0.0367
Epoch  28 Batch  325/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9268, Loss: 0.0298
Epoch  28 Batch  326/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9268, Loss: 0.0300
Epoch  28 Batch  327/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9226, Loss: 0.0404
Epoch  28 Batch  328/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9180, Loss: 0.0382
Epoch  28 Batch  329/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9279, Loss: 0.0335
Epoch  28 Batch  330/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9311, Loss: 0.0301
Epoch  28 Batch  331/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9261, Loss: 0.0328
Epoch  28 Batch  332/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9272, Loss: 0.0229
Epoch  28 Batch  333/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9396, Loss: 0.0291
Epoch  28 Batch  334/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9318, Loss: 0.0294
Epoch  28 Batch  335/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9379, Loss: 0.0301
Epoch  28 Batch  336/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9396, Loss: 0.0680
Epoch  28 Batch  337/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9389, Loss: 0.0353
Epoch  28 Batch  338/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9386, Loss: 0.0445
Epoch  28 Batch  339/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9286, Loss: 0.0292
Epoch  28 Batch  340/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9300, Loss: 0.0308
Epoch  28 Batch  341/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0398
Epoch  28 Batch  342/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9297, Loss: 0.0270
Epoch  28 Batch  343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9343, Loss: 0.0396
Epoch  28 Batch  344/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9375, Loss: 0.0367
Epoch  28 Batch  345/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9379, Loss: 0.0284
Epoch  28 Batch  346/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9432, Loss: 0.0337
Epoch  28 Batch  347/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9279, Loss: 0.0282
Epoch  28 Batch  348/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9304, Loss: 0.0329
Epoch  28 Batch  349/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9300, Loss: 0.0321
Epoch  28 Batch  350/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9205, Loss: 0.0287
Epoch  28 Batch  351/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0324
Epoch  28 Batch  352/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9247, Loss: 0.0239
Epoch  28 Batch  353/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9247, Loss: 0.0364
Epoch  28 Batch  354/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9332, Loss: 0.0389
Epoch  28 Batch  355/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9304, Loss: 0.0306
Epoch  28 Batch  356/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9251, Loss: 0.0342
Epoch  28 Batch  357/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9304, Loss: 0.0327
Epoch  28 Batch  358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0384
Epoch  28 Batch  359/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9272, Loss: 0.0300
Epoch  28 Batch  360/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9272, Loss: 0.0240
Epoch  28 Batch  361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9268, Loss: 0.0250
Epoch  28 Batch  362/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9222, Loss: 0.0451
Epoch  28 Batch  363/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9315, Loss: 0.0338
Epoch  28 Batch  364/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9407, Loss: 0.0433
Epoch  28 Batch  365/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9361, Loss: 0.0254
Epoch  28 Batch  366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9261, Loss: 0.0297
Epoch  28 Batch  367/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9265, Loss: 0.0225
Epoch  28 Batch  368/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9261, Loss: 0.0325
Epoch  28 Batch  369/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9237, Loss: 0.0330
Epoch  28 Batch  370/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9339, Loss: 0.0310
Epoch  28 Batch  371/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9297, Loss: 0.0239
Epoch  28 Batch  372/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9318, Loss: 0.0239
Epoch  28 Batch  373/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9300, Loss: 0.0233
Epoch  28 Batch  374/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9354, Loss: 0.0355
Epoch  28 Batch  375/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9336, Loss: 0.0303
Epoch  28 Batch  376/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9233, Loss: 0.0369
Epoch  28 Batch  377/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9190, Loss: 0.0301
Epoch  28 Batch  378/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9190, Loss: 0.0235
Epoch  28 Batch  379/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9187, Loss: 0.0389
Epoch  28 Batch  380/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9183, Loss: 0.0298
Epoch  28 Batch  381/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9183, Loss: 0.0437
Epoch  28 Batch  382/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9237, Loss: 0.0446
Epoch  28 Batch  383/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9190, Loss: 0.0368
Epoch  28 Batch  384/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9180, Loss: 0.0248
Epoch  28 Batch  385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9247, Loss: 0.0262
Epoch  28 Batch  386/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9205, Loss: 0.0281
Epoch  28 Batch  387/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9219, Loss: 0.0313
Epoch  28 Batch  388/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9222, Loss: 0.0483
Epoch  28 Batch  389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9279, Loss: 0.0387
Epoch  28 Batch  390/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9229, Loss: 0.0456
Epoch  28 Batch  391/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9308, Loss: 0.0372
Epoch  28 Batch  392/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9308, Loss: 0.0420
Epoch  28 Batch  393/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9237, Loss: 0.0312
Epoch  28 Batch  394/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9407, Loss: 0.0355
Epoch  28 Batch  395/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9450, Loss: 0.0282
Epoch  28 Batch  396/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0370
Epoch  28 Batch  397/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9258, Loss: 0.0322
Epoch  28 Batch  398/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9226, Loss: 0.0323
Epoch  28 Batch  399/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9286, Loss: 0.0314
Epoch  28 Batch  400/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9268, Loss: 0.0333
Epoch  28 Batch  401/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9272, Loss: 0.0284
Epoch  28 Batch  402/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9368, Loss: 0.0267
Epoch  28 Batch  403/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9428, Loss: 0.0459
Epoch  28 Batch  404/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9336, Loss: 0.0379
Epoch  28 Batch  405/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9332, Loss: 0.0388
Epoch  28 Batch  406/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9386, Loss: 0.0288
Epoch  28 Batch  407/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9339, Loss: 0.0390
Epoch  28 Batch  408/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9400, Loss: 0.0341
Epoch  28 Batch  409/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9308, Loss: 0.0343
Epoch  28 Batch  410/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9308, Loss: 0.0435
Epoch  28 Batch  411/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9322, Loss: 0.0341
Epoch  28 Batch  412/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9357, Loss: 0.0298
Epoch  28 Batch  413/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9357, Loss: 0.0306
Epoch  28 Batch  414/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9339, Loss: 0.0328
Epoch  28 Batch  415/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9379, Loss: 0.0376
Epoch  28 Batch  416/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0297
Epoch  28 Batch  417/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9382, Loss: 0.0466
Epoch  28 Batch  418/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9371, Loss: 0.0265
Epoch  28 Batch  419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9379, Loss: 0.0258
Epoch  28 Batch  420/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0271
Epoch  28 Batch  421/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9379, Loss: 0.0521
Epoch  28 Batch  422/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9432, Loss: 0.0294
Epoch  28 Batch  423/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9379, Loss: 0.0330
Epoch  28 Batch  424/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0303
Epoch  28 Batch  425/1077 - Train Accuracy: 0.9196, Validation Accuracy: 0.9315, Loss: 0.0288
Epoch  28 Batch  426/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9315, Loss: 0.0400
Epoch  28 Batch  427/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9244, Loss: 0.0309
Epoch  28 Batch  428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9244, Loss: 0.0295
Epoch  28 Batch  429/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9187, Loss: 0.0311
Epoch  28 Batch  430/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9180, Loss: 0.0291
Epoch  28 Batch  431/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9240, Loss: 0.0284
Epoch  28 Batch  432/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9205, Loss: 0.0314
Epoch  28 Batch  433/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9208, Loss: 0.0344
Epoch  28 Batch  434/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9233, Loss: 0.0357
Epoch  28 Batch  435/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9237, Loss: 0.0423
Epoch  28 Batch  436/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9173, Loss: 0.0387
Epoch  28 Batch  437/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9219, Loss: 0.0264
Epoch  28 Batch  438/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9173, Loss: 0.0348
Epoch  28 Batch  439/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9205, Loss: 0.0351
Epoch  28 Batch  440/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9144, Loss: 0.0394
Epoch  28 Batch  441/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9151, Loss: 0.0304
Epoch  28 Batch  442/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9148, Loss: 0.0395
Epoch  28 Batch  443/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9194, Loss: 0.0323
Epoch  28 Batch  444/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9240, Loss: 0.0366
Epoch  28 Batch  445/1077 - Train Accuracy: 0.9100, Validation Accuracy: 0.9276, Loss: 0.0386
Epoch  28 Batch  446/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9265, Loss: 0.0293
Epoch  28 Batch  447/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9190, Loss: 0.0318
Epoch  28 Batch  448/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9244, Loss: 0.0420
Epoch  28 Batch  449/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9286, Loss: 0.0425
Epoch  28 Batch  450/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9258, Loss: 0.0333
Epoch  28 Batch  451/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9332, Loss: 0.0301
Epoch  28 Batch  452/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0309
Epoch  28 Batch  453/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9315, Loss: 0.0327
Epoch  28 Batch  454/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9311, Loss: 0.0394
Epoch  28 Batch  455/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9329, Loss: 0.0304
Epoch  28 Batch  456/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9329, Loss: 0.0363
Epoch  28 Batch  457/1077 - Train Accuracy: 0.9185, Validation Accuracy: 0.9308, Loss: 0.0289
Epoch  28 Batch  458/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9304, Loss: 0.0377
Epoch  28 Batch  459/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9222, Loss: 0.0328
Epoch  28 Batch  460/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9226, Loss: 0.0376
Epoch  28 Batch  461/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9205, Loss: 0.0285
Epoch  28 Batch  462/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9233, Loss: 0.0310
Epoch  28 Batch  463/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9311, Loss: 0.0278
Epoch  28 Batch  464/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9229, Loss: 0.0331
Epoch  28 Batch  465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9254, Loss: 0.0462
Epoch  28 Batch  466/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9258, Loss: 0.0298
Epoch  28 Batch  467/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9254, Loss: 0.0335
Epoch  28 Batch  468/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9254, Loss: 0.0325
Epoch  28 Batch  469/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9290, Loss: 0.0263
Epoch  28 Batch  470/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9300, Loss: 0.0321
Epoch  28 Batch  471/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9300, Loss: 0.0231
Epoch  28 Batch  472/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9308, Loss: 0.0284
Epoch  28 Batch  473/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9329, Loss: 0.0338
Epoch  28 Batch  474/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9329, Loss: 0.0297
Epoch  28 Batch  475/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0325
Epoch  28 Batch  476/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9375, Loss: 0.0260
Epoch  28 Batch  477/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9332, Loss: 0.0342
Epoch  28 Batch  478/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9332, Loss: 0.0334
Epoch  28 Batch  479/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9379, Loss: 0.0367
Epoch  28 Batch  480/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9379, Loss: 0.0314
Epoch  28 Batch  481/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9226, Loss: 0.0300
Epoch  28 Batch  482/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9265, Loss: 0.0328
Epoch  28 Batch  483/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9265, Loss: 0.0418
Epoch  28 Batch  484/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9339, Loss: 0.0376
Epoch  28 Batch  485/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0333
Epoch  28 Batch  486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9336, Loss: 0.0255
Epoch  28 Batch  487/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9329, Loss: 0.0261
Epoch  28 Batch  488/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9279, Loss: 0.0250
Epoch  28 Batch  489/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9283, Loss: 0.0275
Epoch  28 Batch  490/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9286, Loss: 0.0372
Epoch  28 Batch  491/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9261, Loss: 0.0371
Epoch  28 Batch  492/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9240, Loss: 0.0371
Epoch  28 Batch  493/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9283, Loss: 0.0215
Epoch  28 Batch  494/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9205, Loss: 0.0251
Epoch  28 Batch  495/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0270
Epoch  28 Batch  496/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9279, Loss: 0.0327
Epoch  28 Batch  497/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9414, Loss: 0.0326
Epoch  28 Batch  498/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9371, Loss: 0.0340
Epoch  28 Batch  499/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9368, Loss: 0.0276
Epoch  28 Batch  500/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9371, Loss: 0.0262
Epoch  28 Batch  501/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9318, Loss: 0.0261
Epoch  28 Batch  502/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9382, Loss: 0.0362
Epoch  28 Batch  503/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9379, Loss: 0.0261
Epoch  28 Batch  504/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9329, Loss: 0.0280
Epoch  28 Batch  505/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9279, Loss: 0.0228
Epoch  28 Batch  506/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9276, Loss: 0.0349
Epoch  28 Batch  507/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9297, Loss: 0.0340
Epoch  28 Batch  508/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9386, Loss: 0.0288
Epoch  28 Batch  509/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9382, Loss: 0.0418
Epoch  28 Batch  510/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9386, Loss: 0.0302
Epoch  28 Batch  511/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9308, Loss: 0.0321
Epoch  28 Batch  512/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9400, Loss: 0.0273
Epoch  28 Batch  513/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9375, Loss: 0.0386
Epoch  28 Batch  514/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9318, Loss: 0.0295
Epoch  28 Batch  515/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9318, Loss: 0.0312
Epoch  28 Batch  516/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9318, Loss: 0.0312
Epoch  28 Batch  517/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9293, Loss: 0.0338
Epoch  28 Batch  518/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9297, Loss: 0.0326
Epoch  28 Batch  519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9197, Loss: 0.0343
Epoch  28 Batch  520/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9272, Loss: 0.0268
Epoch  28 Batch  521/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9332, Loss: 0.0335
Epoch  28 Batch  522/1077 - Train Accuracy: 0.8969, Validation Accuracy: 0.9283, Loss: 0.0412
Epoch  28 Batch  523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9194, Loss: 0.0361
Epoch  28 Batch  524/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0357
Epoch  28 Batch  525/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9311, Loss: 0.0276
Epoch  28 Batch  526/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0252
Epoch  28 Batch  527/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9261, Loss: 0.0317
Epoch  28 Batch  528/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9258, Loss: 0.0298
Epoch  28 Batch  529/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9304, Loss: 0.0298
Epoch  28 Batch  530/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9343, Loss: 0.0322
Epoch  28 Batch  531/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0315
Epoch  28 Batch  532/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9414, Loss: 0.0415
Epoch  28 Batch  533/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0267
Epoch  28 Batch  534/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9418, Loss: 0.0367
Epoch  28 Batch  535/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9464, Loss: 0.0300
Epoch  28 Batch  536/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9464, Loss: 0.0306
Epoch  28 Batch  537/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9464, Loss: 0.0336
Epoch  28 Batch  538/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0258
Epoch  28 Batch  539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0406
Epoch  28 Batch  540/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0245
Epoch  28 Batch  541/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9407, Loss: 0.0305
Epoch  28 Batch  542/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9361, Loss: 0.0312
Epoch  28 Batch  543/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0292
Epoch  28 Batch  544/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9357, Loss: 0.0186
Epoch  28 Batch  545/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9254, Loss: 0.0289
Epoch  28 Batch  546/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9251, Loss: 0.0351
Epoch  28 Batch  547/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9229, Loss: 0.0283
Epoch  28 Batch  548/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9201, Loss: 0.0363
Epoch  28 Batch  549/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9215, Loss: 0.0412
Epoch  28 Batch  550/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9169, Loss: 0.0296
Epoch  28 Batch  551/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9215, Loss: 0.0414
Epoch  28 Batch  552/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9300, Loss: 0.0383
Epoch  28 Batch  553/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9279, Loss: 0.0454
Epoch  28 Batch  554/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0306
Epoch  28 Batch  555/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9315, Loss: 0.0291
Epoch  28 Batch  556/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9311, Loss: 0.0245
Epoch  28 Batch  557/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9311, Loss: 0.0306
Epoch  28 Batch  558/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9308, Loss: 0.0233
Epoch  28 Batch  559/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9180, Loss: 0.0335
Epoch  28 Batch  560/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9180, Loss: 0.0336
Epoch  28 Batch  561/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9190, Loss: 0.0314
Epoch  28 Batch  562/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9283, Loss: 0.0300
Epoch  28 Batch  563/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9286, Loss: 0.0354
Epoch  28 Batch  564/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9336, Loss: 0.0389
Epoch  28 Batch  565/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9357, Loss: 0.0407
Epoch  28 Batch  566/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9382, Loss: 0.0356
Epoch  28 Batch  567/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9304, Loss: 0.0320
Epoch  28 Batch  568/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9308, Loss: 0.0265
Epoch  28 Batch  569/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9215, Loss: 0.0375
Epoch  28 Batch  570/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9233, Loss: 0.0408
Epoch  28 Batch  571/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9279, Loss: 0.0255
Epoch  28 Batch  572/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9229, Loss: 0.0317
Epoch  28 Batch  573/1077 - Train Accuracy: 0.9094, Validation Accuracy: 0.9233, Loss: 0.0486
Epoch  28 Batch  574/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9283, Loss: 0.0347
Epoch  28 Batch  575/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9286, Loss: 0.0259
Epoch  28 Batch  576/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9364, Loss: 0.0272
Epoch  28 Batch  577/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9364, Loss: 0.0314
Epoch  28 Batch  578/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9308, Loss: 0.0261
Epoch  28 Batch  579/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0310
Epoch  28 Batch  580/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9403, Loss: 0.0290
Epoch  28 Batch  581/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9471, Loss: 0.0259
Epoch  28 Batch  582/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  28 Batch  583/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9474, Loss: 0.0427
Epoch  28 Batch  584/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9499, Loss: 0.0321
Epoch  28 Batch  585/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0260
Epoch  28 Batch  586/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  28 Batch  587/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9446, Loss: 0.0330
Epoch  28 Batch  588/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9450, Loss: 0.0274
Epoch  28 Batch  589/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9421, Loss: 0.0262
Epoch  28 Batch  590/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9425, Loss: 0.0328
Epoch  28 Batch  591/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9375, Loss: 0.0330
Epoch  28 Batch  592/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9375, Loss: 0.0309
Epoch  28 Batch  593/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9279, Loss: 0.0486
Epoch  28 Batch  594/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9379, Loss: 0.0412
Epoch  28 Batch  595/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9375, Loss: 0.0322
Epoch  28 Batch  596/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9371, Loss: 0.0320
Epoch  28 Batch  597/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9336, Loss: 0.0278
Epoch  28 Batch  598/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9329, Loss: 0.0318
Epoch  28 Batch  599/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9329, Loss: 0.0494
Epoch  28 Batch  600/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9375, Loss: 0.0393
Epoch  28 Batch  601/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9329, Loss: 0.0341
Epoch  28 Batch  602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9435, Loss: 0.0338
Epoch  28 Batch  603/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0360
Epoch  28 Batch  604/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9361, Loss: 0.0453
Epoch  28 Batch  605/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9361, Loss: 0.0402
Epoch  28 Batch  606/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9308, Loss: 0.0249
Epoch  28 Batch  607/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9386, Loss: 0.0377
Epoch  28 Batch  608/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9386, Loss: 0.0440
Epoch  28 Batch  609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9336, Loss: 0.0415
Epoch  28 Batch  610/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9350, Loss: 0.0372
Epoch  28 Batch  611/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9336, Loss: 0.0327
Epoch  28 Batch  612/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9286, Loss: 0.0256
Epoch  28 Batch  613/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9240, Loss: 0.0375
Epoch  28 Batch  614/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9290, Loss: 0.0351
Epoch  28 Batch  615/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0224
Epoch  28 Batch  616/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9308, Loss: 0.0302
Epoch  28 Batch  617/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9304, Loss: 0.0291
Epoch  28 Batch  618/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9389, Loss: 0.0350
Epoch  28 Batch  619/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9389, Loss: 0.0245
Epoch  28 Batch  620/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0261
Epoch  28 Batch  621/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9407, Loss: 0.0371
Epoch  28 Batch  622/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9403, Loss: 0.0406
Epoch  28 Batch  623/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9279, Loss: 0.0418
Epoch  28 Batch  624/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9325, Loss: 0.0362
Epoch  28 Batch  625/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9268, Loss: 0.0328
Epoch  28 Batch  626/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9318, Loss: 0.0282
Epoch  28 Batch  627/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9272, Loss: 0.0328
Epoch  28 Batch  628/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9293, Loss: 0.0326
Epoch  28 Batch  629/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9297, Loss: 0.0381
Epoch  28 Batch  630/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9478, Loss: 0.0313
Epoch  28 Batch  631/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9474, Loss: 0.0368
Epoch  28 Batch  632/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0277
Epoch  28 Batch  633/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9403, Loss: 0.0327
Epoch  28 Batch  634/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9474, Loss: 0.0226
Epoch  28 Batch  635/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9386, Loss: 0.0366
Epoch  28 Batch  636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0314
Epoch  28 Batch  637/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9489, Loss: 0.0310
Epoch  28 Batch  638/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9389, Loss: 0.0272
Epoch  28 Batch  639/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9418, Loss: 0.0357
Epoch  28 Batch  640/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9421, Loss: 0.0260
Epoch  28 Batch  641/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0293
Epoch  28 Batch  642/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9421, Loss: 0.0307
Epoch  28 Batch  643/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9347, Loss: 0.0241
Epoch  28 Batch  644/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9347, Loss: 0.0293
Epoch  28 Batch  645/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9286, Loss: 0.0378
Epoch  28 Batch  646/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9350, Loss: 0.0283
Epoch  28 Batch  647/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9347, Loss: 0.0407
Epoch  28 Batch  648/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0281
Epoch  28 Batch  649/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9332, Loss: 0.0271
Epoch  28 Batch  650/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9283, Loss: 0.0257
Epoch  28 Batch  651/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9283, Loss: 0.0297
Epoch  28 Batch  652/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9237, Loss: 0.0329
Epoch  28 Batch  653/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9240, Loss: 0.0381
Epoch  28 Batch  654/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0352
Epoch  28 Batch  655/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9347, Loss: 0.0429
Epoch  28 Batch  656/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9393, Loss: 0.0306
Epoch  28 Batch  657/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9265, Loss: 0.0375
Epoch  28 Batch  658/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9219, Loss: 0.0240
Epoch  28 Batch  659/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9162, Loss: 0.0333
Epoch  28 Batch  660/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9261, Loss: 0.0303
Epoch  28 Batch  661/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9272, Loss: 0.0330
Epoch  28 Batch  662/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0274
Epoch  28 Batch  663/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0280
Epoch  28 Batch  664/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9176, Loss: 0.0338
Epoch  28 Batch  665/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9272, Loss: 0.0230
Epoch  28 Batch  666/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9272, Loss: 0.0358
Epoch  28 Batch  667/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9272, Loss: 0.0375
Epoch  28 Batch  668/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9215, Loss: 0.0305
Epoch  28 Batch  669/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9357, Loss: 0.0242
Epoch  28 Batch  670/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9308, Loss: 0.0353
Epoch  28 Batch  671/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9357, Loss: 0.0333
Epoch  28 Batch  672/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9357, Loss: 0.0284
Epoch  28 Batch  673/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9364, Loss: 0.0353
Epoch  28 Batch  674/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9318, Loss: 0.0301
Epoch  28 Batch  675/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9371, Loss: 0.0319
Epoch  28 Batch  676/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9396, Loss: 0.0309
Epoch  28 Batch  677/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9389, Loss: 0.0414
Epoch  28 Batch  678/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9258, Loss: 0.0241
Epoch  28 Batch  679/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9258, Loss: 0.0293
Epoch  28 Batch  680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9258, Loss: 0.0334
Epoch  28 Batch  681/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0303
Epoch  28 Batch  682/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9258, Loss: 0.0305
Epoch  28 Batch  683/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9290, Loss: 0.0270
Epoch  28 Batch  684/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9322, Loss: 0.0286
Epoch  28 Batch  685/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9322, Loss: 0.0393
Epoch  28 Batch  686/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0283
Epoch  28 Batch  687/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9339, Loss: 0.0306
Epoch  28 Batch  688/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9339, Loss: 0.0268
Epoch  28 Batch  689/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9332, Loss: 0.0240
Epoch  28 Batch  690/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9311, Loss: 0.0334
Epoch  28 Batch  691/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9414, Loss: 0.0352
Epoch  28 Batch  692/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9386, Loss: 0.0309
Epoch  28 Batch  693/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9347, Loss: 0.0496
Epoch  28 Batch  694/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9347, Loss: 0.0338
Epoch  28 Batch  695/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0334
Epoch  28 Batch  696/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9396, Loss: 0.0343
Epoch  28 Batch  697/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0295
Epoch  28 Batch  698/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9396, Loss: 0.0325
Epoch  28 Batch  699/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9389, Loss: 0.0288
Epoch  28 Batch  700/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9293, Loss: 0.0305
Epoch  28 Batch  701/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9201, Loss: 0.0325
Epoch  28 Batch  702/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9201, Loss: 0.0438
Epoch  28 Batch  703/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9290, Loss: 0.0348
Epoch  28 Batch  704/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9467, Loss: 0.0447
Epoch  28 Batch  705/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9471, Loss: 0.0360
Epoch  28 Batch  706/1077 - Train Accuracy: 0.8929, Validation Accuracy: 0.9471, Loss: 0.0507
Epoch  28 Batch  707/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9478, Loss: 0.0332
Epoch  28 Batch  708/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9435, Loss: 0.0311
Epoch  28 Batch  709/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9379, Loss: 0.0422
Epoch  28 Batch  710/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9379, Loss: 0.0215
Epoch  28 Batch  711/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9347, Loss: 0.0371
Epoch  28 Batch  712/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9325, Loss: 0.0270
Epoch  28 Batch  713/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9325, Loss: 0.0268
Epoch  28 Batch  714/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9290, Loss: 0.0294
Epoch  28 Batch  715/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9297, Loss: 0.0350
Epoch  28 Batch  716/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9222, Loss: 0.0274
Epoch  28 Batch  717/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9173, Loss: 0.0227
Epoch  28 Batch  718/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9158, Loss: 0.0313
Epoch  28 Batch  719/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9158, Loss: 0.0331
Epoch  28 Batch  720/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9169, Loss: 0.0333
Epoch  28 Batch  721/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9222, Loss: 0.0330
Epoch  28 Batch  722/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9279, Loss: 0.0295
Epoch  28 Batch  723/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9329, Loss: 0.0315
Epoch  28 Batch  724/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9375, Loss: 0.0330
Epoch  28 Batch  725/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9329, Loss: 0.0255
Epoch  28 Batch  726/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9396, Loss: 0.0299
Epoch  28 Batch  727/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9347, Loss: 0.0263
Epoch  28 Batch  728/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9347, Loss: 0.0417
Epoch  28 Batch  729/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9347, Loss: 0.0389
Epoch  28 Batch  730/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9336, Loss: 0.0407
Epoch  28 Batch  731/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0313
Epoch  28 Batch  732/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9332, Loss: 0.0356
Epoch  28 Batch  733/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9279, Loss: 0.0339
Epoch  28 Batch  734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9332, Loss: 0.0293
Epoch  28 Batch  735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9332, Loss: 0.0264
Epoch  28 Batch  736/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9286, Loss: 0.0304
Epoch  28 Batch  737/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9290, Loss: 0.0333
Epoch  28 Batch  738/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9297, Loss: 0.0217
Epoch  28 Batch  739/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9347, Loss: 0.0296
Epoch  28 Batch  740/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9403, Loss: 0.0234
Epoch  28 Batch  741/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9350, Loss: 0.0342
Epoch  28 Batch  742/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9403, Loss: 0.0358
Epoch  28 Batch  743/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0334
Epoch  28 Batch  744/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9403, Loss: 0.0345
Epoch  28 Batch  745/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0334
Epoch  28 Batch  746/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0263
Epoch  28 Batch  747/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0226
Epoch  28 Batch  748/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9411, Loss: 0.0276
Epoch  28 Batch  749/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9407, Loss: 0.0284
Epoch  28 Batch  750/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9428, Loss: 0.0270
Epoch  28 Batch  751/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0324
Epoch  28 Batch  752/1077 - Train Accuracy: 0.9241, Validation Accuracy: 0.9450, Loss: 0.0298
Epoch  28 Batch  753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9421, Loss: 0.0326
Epoch  28 Batch  754/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0374
Epoch  28 Batch  755/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0383
Epoch  28 Batch  756/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9446, Loss: 0.0280
Epoch  28 Batch  757/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9418, Loss: 0.0293
Epoch  28 Batch  758/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9496, Loss: 0.0256
Epoch  28 Batch  759/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9453, Loss: 0.0283
Epoch  28 Batch  760/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9403, Loss: 0.0360
Epoch  28 Batch  761/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9361, Loss: 0.0288
Epoch  28 Batch  762/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0295
Epoch  28 Batch  763/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9283, Loss: 0.0345
Epoch  28 Batch  764/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9261, Loss: 0.0288
Epoch  28 Batch  765/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9332, Loss: 0.0416
Epoch  28 Batch  766/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9425, Loss: 0.0406
Epoch  28 Batch  767/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9421, Loss: 0.0327
Epoch  28 Batch  768/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9411, Loss: 0.0291
Epoch  28 Batch  769/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0344
Epoch  28 Batch  770/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9343, Loss: 0.0297
Epoch  28 Batch  771/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9339, Loss: 0.0319
Epoch  28 Batch  772/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9350, Loss: 0.0320
Epoch  28 Batch  773/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9400, Loss: 0.0307
Epoch  28 Batch  774/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9379, Loss: 0.0322
Epoch  28 Batch  775/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0285
Epoch  28 Batch  776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0293
Epoch  28 Batch  777/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0258
Epoch  28 Batch  778/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9396, Loss: 0.0348
Epoch  28 Batch  779/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0321
Epoch  28 Batch  780/1077 - Train Accuracy: 0.9152, Validation Accuracy: 0.9400, Loss: 0.0419
Epoch  28 Batch  781/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9350, Loss: 0.0268
Epoch  28 Batch  782/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9350, Loss: 0.0346
Epoch  28 Batch  783/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9322, Loss: 0.0332
Epoch  28 Batch  784/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9265, Loss: 0.0205
Epoch  28 Batch  785/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9219, Loss: 0.0271
Epoch  28 Batch  786/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9222, Loss: 0.0274
Epoch  28 Batch  787/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9226, Loss: 0.0356
Epoch  28 Batch  788/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9272, Loss: 0.0283
Epoch  28 Batch  789/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9279, Loss: 0.0390
Epoch  28 Batch  790/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9279, Loss: 0.0372
Epoch  28 Batch  791/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9254, Loss: 0.0344
Epoch  28 Batch  792/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9304, Loss: 0.0313
Epoch  28 Batch  793/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9290, Loss: 0.0335
Epoch  28 Batch  794/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9339, Loss: 0.0245
Epoch  28 Batch  795/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0344
Epoch  28 Batch  796/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9357, Loss: 0.0307
Epoch  28 Batch  797/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0337
Epoch  28 Batch  798/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9315, Loss: 0.0284
Epoch  28 Batch  799/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9297, Loss: 0.0421
Epoch  28 Batch  800/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9286, Loss: 0.0257
Epoch  28 Batch  801/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9268, Loss: 0.0290
Epoch  28 Batch  802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9261, Loss: 0.0392
Epoch  28 Batch  803/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9272, Loss: 0.0311
Epoch  28 Batch  804/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9276, Loss: 0.0228
Epoch  28 Batch  805/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9201, Loss: 0.0375
Epoch  28 Batch  806/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9318, Loss: 0.0298
Epoch  28 Batch  807/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9311, Loss: 0.0237
Epoch  28 Batch  808/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9265, Loss: 0.0473
Epoch  28 Batch  809/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9368, Loss: 0.0525
Epoch  28 Batch  810/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9393, Loss: 0.0291
Epoch  28 Batch  811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9396, Loss: 0.0298
Epoch  28 Batch  812/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9393, Loss: 0.0322
Epoch  28 Batch  813/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9400, Loss: 0.0340
Epoch  28 Batch  814/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0371
Epoch  28 Batch  815/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9315, Loss: 0.0373
Epoch  28 Batch  816/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9304, Loss: 0.0312
Epoch  28 Batch  817/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9329, Loss: 0.0364
Epoch  28 Batch  818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0348
Epoch  28 Batch  819/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9350, Loss: 0.0322
Epoch  28 Batch  820/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9347, Loss: 0.0316
Epoch  28 Batch  821/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0314
Epoch  28 Batch  822/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9393, Loss: 0.0281
Epoch  28 Batch  823/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0359
Epoch  28 Batch  824/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9411, Loss: 0.0447
Epoch  28 Batch  825/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0249
Epoch  28 Batch  826/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9499, Loss: 0.0281
Epoch  28 Batch  827/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9411, Loss: 0.0321
Epoch  28 Batch  828/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9485, Loss: 0.0275
Epoch  28 Batch  829/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9506, Loss: 0.0428
Epoch  28 Batch  830/1077 - Train Accuracy: 0.9047, Validation Accuracy: 0.9588, Loss: 0.0388
Epoch  28 Batch  831/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9542, Loss: 0.0317
Epoch  28 Batch  832/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9531, Loss: 0.0303
Epoch  28 Batch  833/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9482, Loss: 0.0371
Epoch  28 Batch  834/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0325
Epoch  28 Batch  835/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9361, Loss: 0.0364
Epoch  28 Batch  836/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9411, Loss: 0.0302
Epoch  28 Batch  837/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9411, Loss: 0.0364
Epoch  28 Batch  838/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9322, Loss: 0.0320
Epoch  28 Batch  839/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9425, Loss: 0.0236
Epoch  28 Batch  840/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0319
Epoch  28 Batch  841/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9396, Loss: 0.0440
Epoch  28 Batch  842/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9411, Loss: 0.0242
Epoch  28 Batch  843/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9460, Loss: 0.0259
Epoch  28 Batch  844/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9453, Loss: 0.0272
Epoch  28 Batch  845/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9354, Loss: 0.0289
Epoch  28 Batch  846/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9354, Loss: 0.0423
Epoch  28 Batch  847/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0352
Epoch  28 Batch  848/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9364, Loss: 0.0295
Epoch  28 Batch  849/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9403, Loss: 0.0233
Epoch  28 Batch  850/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9421, Loss: 0.0452
Epoch  28 Batch  851/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9368, Loss: 0.0403
Epoch  28 Batch  852/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9293, Loss: 0.0511
Epoch  28 Batch  853/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9315, Loss: 0.0327
Epoch  28 Batch  854/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9318, Loss: 0.0343
Epoch  28 Batch  855/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9197, Loss: 0.0399
Epoch  28 Batch  856/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9244, Loss: 0.0346
Epoch  28 Batch  857/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9247, Loss: 0.0282
Epoch  28 Batch  858/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0292
Epoch  28 Batch  859/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9322, Loss: 0.0295
Epoch  28 Batch  860/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0347
Epoch  28 Batch  861/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9261, Loss: 0.0257
Epoch  28 Batch  862/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9279, Loss: 0.0366
Epoch  28 Batch  863/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9272, Loss: 0.0267
Epoch  28 Batch  864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9240, Loss: 0.0331
Epoch  28 Batch  865/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9244, Loss: 0.0304
Epoch  28 Batch  866/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9304, Loss: 0.0336
Epoch  28 Batch  867/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9386, Loss: 0.0698
Epoch  28 Batch  868/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0362
Epoch  28 Batch  869/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9428, Loss: 0.0303
Epoch  28 Batch  870/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9428, Loss: 0.0270
Epoch  28 Batch  871/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9354, Loss: 0.0308
Epoch  28 Batch  872/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0304
Epoch  28 Batch  873/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9400, Loss: 0.0334
Epoch  28 Batch  874/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9400, Loss: 0.0383
Epoch  28 Batch  875/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9300, Loss: 0.0315
Epoch  28 Batch  876/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9308, Loss: 0.0262
Epoch  28 Batch  877/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9286, Loss: 0.0280
Epoch  28 Batch  878/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9286, Loss: 0.0284
Epoch  28 Batch  879/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9261, Loss: 0.0226
Epoch  28 Batch  880/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9283, Loss: 0.0362
Epoch  28 Batch  881/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9237, Loss: 0.0318
Epoch  28 Batch  882/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0336
Epoch  28 Batch  883/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9325, Loss: 0.0418
Epoch  28 Batch  884/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9279, Loss: 0.0345
Epoch  28 Batch  885/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9286, Loss: 0.0217
Epoch  28 Batch  886/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0289
Epoch  28 Batch  887/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9332, Loss: 0.0364
Epoch  28 Batch  888/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9400, Loss: 0.0338
Epoch  28 Batch  889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9471, Loss: 0.0321
Epoch  28 Batch  890/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9393, Loss: 0.0345
Epoch  28 Batch  891/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9396, Loss: 0.0289
Epoch  28 Batch  892/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9396, Loss: 0.0335
Epoch  28 Batch  893/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9375, Loss: 0.0318
Epoch  28 Batch  894/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9272, Loss: 0.0265
Epoch  28 Batch  895/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9258, Loss: 0.0258
Epoch  28 Batch  896/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9197, Loss: 0.0264
Epoch  28 Batch  897/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9169, Loss: 0.0247
Epoch  28 Batch  898/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9251, Loss: 0.0302
Epoch  28 Batch  899/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9258, Loss: 0.0352
Epoch  28 Batch  900/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9169, Loss: 0.0402
Epoch  28 Batch  901/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9261, Loss: 0.0475
Epoch  28 Batch  902/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0385
Epoch  28 Batch  903/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9332, Loss: 0.0285
Epoch  28 Batch  904/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9240, Loss: 0.0272
Epoch  28 Batch  905/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9265, Loss: 0.0285
Epoch  28 Batch  906/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9339, Loss: 0.0317
Epoch  28 Batch  907/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9343, Loss: 0.0303
Epoch  28 Batch  908/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9393, Loss: 0.0327
Epoch  28 Batch  909/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9389, Loss: 0.0410
Epoch  28 Batch  910/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9386, Loss: 0.0355
Epoch  28 Batch  911/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9308, Loss: 0.0489
Epoch  28 Batch  912/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9318, Loss: 0.0391
Epoch  28 Batch  913/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9293, Loss: 0.0433
Epoch  28 Batch  914/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9368, Loss: 0.0645
Epoch  28 Batch  915/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9460, Loss: 0.0319
Epoch  28 Batch  916/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0342
Epoch  28 Batch  917/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9506, Loss: 0.0351
Epoch  28 Batch  918/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9460, Loss: 0.0305
Epoch  28 Batch  919/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9396, Loss: 0.0254
Epoch  28 Batch  920/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9407, Loss: 0.0338
Epoch  28 Batch  921/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9265, Loss: 0.0355
Epoch  28 Batch  922/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9240, Loss: 0.0282
Epoch  28 Batch  923/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9190, Loss: 0.0223
Epoch  28 Batch  924/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9197, Loss: 0.0449
Epoch  28 Batch  925/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9247, Loss: 0.0295
Epoch  28 Batch  926/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9247, Loss: 0.0405
Epoch  28 Batch  927/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9318, Loss: 0.0396
Epoch  28 Batch  928/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9347, Loss: 0.0338
Epoch  28 Batch  929/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0308
Epoch  28 Batch  930/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9318, Loss: 0.0249
Epoch  28 Batch  931/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9286, Loss: 0.0326
Epoch  28 Batch  932/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9396, Loss: 0.0286
Epoch  28 Batch  933/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9322, Loss: 0.0276
Epoch  28 Batch  934/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9350, Loss: 0.0254
Epoch  28 Batch  935/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9382, Loss: 0.0339
Epoch  28 Batch  936/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9315, Loss: 0.0360
Epoch  28 Batch  937/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9336, Loss: 0.0452
Epoch  28 Batch  938/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9382, Loss: 0.0363
Epoch  28 Batch  939/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9492, Loss: 0.0369
Epoch  28 Batch  940/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0279
Epoch  28 Batch  941/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0308
Epoch  28 Batch  942/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0366
Epoch  28 Batch  943/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0293
Epoch  28 Batch  944/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9428, Loss: 0.0278
Epoch  28 Batch  945/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0222
Epoch  28 Batch  946/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9411, Loss: 0.0208
Epoch  28 Batch  947/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9425, Loss: 0.0372
Epoch  28 Batch  948/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9414, Loss: 0.0292
Epoch  28 Batch  949/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9411, Loss: 0.0217
Epoch  28 Batch  950/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9432, Loss: 0.0290
Epoch  28 Batch  951/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9407, Loss: 0.0340
Epoch  28 Batch  952/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9325, Loss: 0.0204
Epoch  28 Batch  953/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9371, Loss: 0.0242
Epoch  28 Batch  954/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9446, Loss: 0.0364
Epoch  28 Batch  955/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9389, Loss: 0.0373
Epoch  28 Batch  956/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9389, Loss: 0.0323
Epoch  28 Batch  957/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9411, Loss: 0.0271
Epoch  28 Batch  958/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9357, Loss: 0.0344
Epoch  28 Batch  959/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9308, Loss: 0.0344
Epoch  28 Batch  960/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9308, Loss: 0.0273
Epoch  28 Batch  961/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9407, Loss: 0.0233
Epoch  28 Batch  962/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9318, Loss: 0.0373
Epoch  28 Batch  963/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9414, Loss: 0.0384
Epoch  28 Batch  964/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9368, Loss: 0.0259
Epoch  28 Batch  965/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0372
Epoch  28 Batch  966/1077 - Train Accuracy: 0.9497, Validation Accuracy: 0.9396, Loss: 0.0270
Epoch  28 Batch  967/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9382, Loss: 0.0320
Epoch  28 Batch  968/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9425, Loss: 0.0375
Epoch  28 Batch  969/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9354, Loss: 0.0346
Epoch  28 Batch  970/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9364, Loss: 0.0287
Epoch  28 Batch  971/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9268, Loss: 0.0366
Epoch  28 Batch  972/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9268, Loss: 0.0367
Epoch  28 Batch  973/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9279, Loss: 0.0221
Epoch  28 Batch  974/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9300, Loss: 0.0269
Epoch  28 Batch  975/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9350, Loss: 0.0294
Epoch  28 Batch  976/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9304, Loss: 0.0229
Epoch  28 Batch  977/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9308, Loss: 0.0201
Epoch  28 Batch  978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9258, Loss: 0.0303
Epoch  28 Batch  979/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9339, Loss: 0.0312
Epoch  28 Batch  980/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0341
Epoch  28 Batch  981/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9389, Loss: 0.0346
Epoch  28 Batch  982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9389, Loss: 0.0334
Epoch  28 Batch  983/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9379, Loss: 0.0292
Epoch  28 Batch  984/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9357, Loss: 0.0359
Epoch  28 Batch  985/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9286, Loss: 0.0259
Epoch  28 Batch  986/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9215, Loss: 0.0289
Epoch  28 Batch  987/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9208, Loss: 0.0278
Epoch  28 Batch  988/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9244, Loss: 0.0349
Epoch  28 Batch  989/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9244, Loss: 0.0337
Epoch  28 Batch  990/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9318, Loss: 0.0368
Epoch  28 Batch  991/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9339, Loss: 0.0285
Epoch  28 Batch  992/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9396, Loss: 0.0369
Epoch  28 Batch  993/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0203
Epoch  28 Batch  994/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0271
Epoch  28 Batch  995/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9379, Loss: 0.0322
Epoch  28 Batch  996/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9379, Loss: 0.0316
Epoch  28 Batch  997/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9379, Loss: 0.0321
Epoch  28 Batch  998/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9379, Loss: 0.0262
Epoch  28 Batch  999/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9375, Loss: 0.0373
Epoch  28 Batch 1000/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9364, Loss: 0.0327
Epoch  28 Batch 1001/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9325, Loss: 0.0261
Epoch  28 Batch 1002/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0204
Epoch  28 Batch 1003/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9173, Loss: 0.0290
Epoch  28 Batch 1004/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9173, Loss: 0.0250
Epoch  28 Batch 1005/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9222, Loss: 0.0282
Epoch  28 Batch 1006/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0279
Epoch  28 Batch 1007/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0289
Epoch  28 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9293, Loss: 0.0332
Epoch  28 Batch 1009/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9201, Loss: 0.0223
Epoch  28 Batch 1010/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9247, Loss: 0.0284
Epoch  28 Batch 1011/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9251, Loss: 0.0313
Epoch  28 Batch 1012/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9300, Loss: 0.0220
Epoch  28 Batch 1013/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9350, Loss: 0.0213
Epoch  28 Batch 1014/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0263
Epoch  28 Batch 1015/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9389, Loss: 0.0393
Epoch  28 Batch 1016/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9386, Loss: 0.0321
Epoch  28 Batch 1017/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9364, Loss: 0.0248
Epoch  28 Batch 1018/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9347, Loss: 0.0406
Epoch  28 Batch 1019/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9407, Loss: 0.0463
Epoch  28 Batch 1020/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0245
Epoch  28 Batch 1021/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9389, Loss: 0.0291
Epoch  28 Batch 1022/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0287
Epoch  28 Batch 1023/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9396, Loss: 0.0294
Epoch  28 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0376
Epoch  28 Batch 1025/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9403, Loss: 0.0283
Epoch  28 Batch 1026/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9304, Loss: 0.0396
Epoch  28 Batch 1027/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9261, Loss: 0.0266
Epoch  28 Batch 1028/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9261, Loss: 0.0340
Epoch  28 Batch 1029/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9261, Loss: 0.0280
Epoch  28 Batch 1030/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9343, Loss: 0.0286
Epoch  28 Batch 1031/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9435, Loss: 0.0398
Epoch  28 Batch 1032/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9503, Loss: 0.0365
Epoch  28 Batch 1033/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9354, Loss: 0.0334
Epoch  28 Batch 1034/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9400, Loss: 0.0281
Epoch  28 Batch 1035/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0244
Epoch  28 Batch 1036/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0432
Epoch  28 Batch 1037/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9197, Loss: 0.0323
Epoch  28 Batch 1038/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9205, Loss: 0.0376
Epoch  28 Batch 1039/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9276, Loss: 0.0296
Epoch  28 Batch 1040/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9276, Loss: 0.0307
Epoch  28 Batch 1041/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9297, Loss: 0.0377
Epoch  28 Batch 1042/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9247, Loss: 0.0319
Epoch  28 Batch 1043/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9382, Loss: 0.0468
Epoch  28 Batch 1044/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0342
Epoch  28 Batch 1045/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9435, Loss: 0.0318
Epoch  28 Batch 1046/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0230
Epoch  28 Batch 1047/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9251, Loss: 0.0257
Epoch  28 Batch 1048/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9329, Loss: 0.0350
Epoch  28 Batch 1049/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9336, Loss: 0.0345
Epoch  28 Batch 1050/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9382, Loss: 0.0230
Epoch  28 Batch 1051/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0391
Epoch  28 Batch 1052/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9350, Loss: 0.0252
Epoch  28 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9393, Loss: 0.0338
Epoch  28 Batch 1054/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0286
Epoch  28 Batch 1055/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9389, Loss: 0.0371
Epoch  28 Batch 1056/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9446, Loss: 0.0292
Epoch  28 Batch 1057/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9425, Loss: 0.0318
Epoch  28 Batch 1058/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9379, Loss: 0.0325
Epoch  28 Batch 1059/1077 - Train Accuracy: 0.9243, Validation Accuracy: 0.9379, Loss: 0.0390
Epoch  28 Batch 1060/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9329, Loss: 0.0243
Epoch  28 Batch 1061/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9382, Loss: 0.0504
Epoch  28 Batch 1062/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9403, Loss: 0.0330
Epoch  28 Batch 1063/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9361, Loss: 0.0335
Epoch  28 Batch 1064/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9418, Loss: 0.0379
Epoch  28 Batch 1065/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9506, Loss: 0.0343
Epoch  28 Batch 1066/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9411, Loss: 0.0258
Epoch  28 Batch 1067/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9411, Loss: 0.0347
Epoch  28 Batch 1068/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9414, Loss: 0.0234
Epoch  28 Batch 1069/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9418, Loss: 0.0260
Epoch  28 Batch 1070/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0281
Epoch  28 Batch 1071/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9418, Loss: 0.0346
Epoch  28 Batch 1072/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9471, Loss: 0.0345
Epoch  28 Batch 1073/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0327
Epoch  28 Batch 1074/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0447
Epoch  28 Batch 1075/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9386, Loss: 0.0350
Epoch  29 Batch    1/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0264
Epoch  29 Batch    2/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9499, Loss: 0.0297
Epoch  29 Batch    3/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9432, Loss: 0.0362
Epoch  29 Batch    4/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0291
Epoch  29 Batch    5/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0445
Epoch  29 Batch    6/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0291
Epoch  29 Batch    7/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9375, Loss: 0.0307
Epoch  29 Batch    8/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9375, Loss: 0.0300
Epoch  29 Batch    9/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9371, Loss: 0.0316
Epoch  29 Batch   10/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9375, Loss: 0.0284
Epoch  29 Batch   11/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9474, Loss: 0.0389
Epoch  29 Batch   12/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9478, Loss: 0.0319
Epoch  29 Batch   13/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0438
Epoch  29 Batch   14/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9432, Loss: 0.0236
Epoch  29 Batch   15/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9453, Loss: 0.0289
Epoch  29 Batch   16/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0335
Epoch  29 Batch   17/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0272
Epoch  29 Batch   18/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9428, Loss: 0.0319
Epoch  29 Batch   19/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0280
Epoch  29 Batch   20/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0298
Epoch  29 Batch   21/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9432, Loss: 0.0352
Epoch  29 Batch   22/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9325, Loss: 0.0347
Epoch  29 Batch   23/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9315, Loss: 0.0285
Epoch  29 Batch   24/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0348
Epoch  29 Batch   25/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9315, Loss: 0.0223
Epoch  29 Batch   26/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9315, Loss: 0.0364
Epoch  29 Batch   27/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9315, Loss: 0.0265
Epoch  29 Batch   28/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0316
Epoch  29 Batch   29/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0313
Epoch  29 Batch   30/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9336, Loss: 0.0291
Epoch  29 Batch   31/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9389, Loss: 0.0288
Epoch  29 Batch   32/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0279
Epoch  29 Batch   33/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9379, Loss: 0.0261
Epoch  29 Batch   34/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9347, Loss: 0.0328
Epoch  29 Batch   35/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9304, Loss: 0.0352
Epoch  29 Batch   36/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9272, Loss: 0.0265
Epoch  29 Batch   37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9311, Loss: 0.0307
Epoch  29 Batch   38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9318, Loss: 0.0377
Epoch  29 Batch   39/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9414, Loss: 0.0403
Epoch  29 Batch   40/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0248
Epoch  29 Batch   41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9343, Loss: 0.0244
Epoch  29 Batch   42/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9297, Loss: 0.0404
Epoch  29 Batch   43/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9293, Loss: 0.0190
Epoch  29 Batch   44/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9293, Loss: 0.0209
Epoch  29 Batch   45/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9258, Loss: 0.0277
Epoch  29 Batch   46/1077 - Train Accuracy: 0.9050, Validation Accuracy: 0.9322, Loss: 0.0370
Epoch  29 Batch   47/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9322, Loss: 0.0320
Epoch  29 Batch   48/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9336, Loss: 0.0419
Epoch  29 Batch   49/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9389, Loss: 0.0382
Epoch  29 Batch   50/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0304
Epoch  29 Batch   51/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9322, Loss: 0.0315
Epoch  29 Batch   52/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9300, Loss: 0.0423
Epoch  29 Batch   53/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9247, Loss: 0.0297
Epoch  29 Batch   54/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9240, Loss: 0.0533
Epoch  29 Batch   55/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9190, Loss: 0.0283
Epoch  29 Batch   56/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9304, Loss: 0.0235
Epoch  29 Batch   57/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9261, Loss: 0.0336
Epoch  29 Batch   58/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9286, Loss: 0.0286
Epoch  29 Batch   59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9286, Loss: 0.0320
Epoch  29 Batch   60/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9180, Loss: 0.0225
Epoch  29 Batch   61/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9237, Loss: 0.0331
Epoch  29 Batch   62/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9286, Loss: 0.0384
Epoch  29 Batch   63/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9286, Loss: 0.0244
Epoch  29 Batch   64/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9308, Loss: 0.0294
Epoch  29 Batch   65/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9261, Loss: 0.0336
Epoch  29 Batch   66/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9165, Loss: 0.0176
Epoch  29 Batch   67/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9212, Loss: 0.0328
Epoch  29 Batch   68/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9212, Loss: 0.0384
Epoch  29 Batch   69/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9219, Loss: 0.0429
Epoch  29 Batch   70/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9162, Loss: 0.0373
Epoch  29 Batch   71/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9297, Loss: 0.0210
Epoch  29 Batch   72/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9237, Loss: 0.0291
Epoch  29 Batch   73/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9240, Loss: 0.0327
Epoch  29 Batch   74/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9290, Loss: 0.0267
Epoch  29 Batch   75/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9286, Loss: 0.0433
Epoch  29 Batch   76/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9357, Loss: 0.0259
Epoch  29 Batch   77/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0369
Epoch  29 Batch   78/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9407, Loss: 0.0330
Epoch  29 Batch   79/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9375, Loss: 0.0277
Epoch  29 Batch   80/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9322, Loss: 0.0274
Epoch  29 Batch   81/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9368, Loss: 0.0262
Epoch  29 Batch   82/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9364, Loss: 0.0339
Epoch  29 Batch   83/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9371, Loss: 0.0287
Epoch  29 Batch   84/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9336, Loss: 0.0294
Epoch  29 Batch   85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9332, Loss: 0.0311
Epoch  29 Batch   86/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9290, Loss: 0.0281
Epoch  29 Batch   87/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9286, Loss: 0.0412
Epoch  29 Batch   88/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9308, Loss: 0.0358
Epoch  29 Batch   89/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9290, Loss: 0.0401
Epoch  29 Batch   90/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9286, Loss: 0.0256
Epoch  29 Batch   91/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9293, Loss: 0.0256
Epoch  29 Batch   92/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9336, Loss: 0.0331
Epoch  29 Batch   93/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9339, Loss: 0.0263
Epoch  29 Batch   94/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9229, Loss: 0.0228
Epoch  29 Batch   95/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9279, Loss: 0.0324
Epoch  29 Batch   96/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9279, Loss: 0.0327
Epoch  29 Batch   97/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9325, Loss: 0.0353
Epoch  29 Batch   98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9325, Loss: 0.0354
Epoch  29 Batch   99/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9237, Loss: 0.0236
Epoch  29 Batch  100/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9258, Loss: 0.0307
Epoch  29 Batch  101/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9300, Loss: 0.0303
Epoch  29 Batch  102/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9308, Loss: 0.0252
Epoch  29 Batch  103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9240, Loss: 0.0412
Epoch  29 Batch  104/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9258, Loss: 0.0347
Epoch  29 Batch  105/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9197, Loss: 0.0290
Epoch  29 Batch  106/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9194, Loss: 0.0314
Epoch  29 Batch  107/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9201, Loss: 0.0334
Epoch  29 Batch  108/1077 - Train Accuracy: 0.9311, Validation Accuracy: 0.9254, Loss: 0.0379
Epoch  29 Batch  109/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9347, Loss: 0.0282
Epoch  29 Batch  110/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9347, Loss: 0.0240
Epoch  29 Batch  111/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9311, Loss: 0.0296
Epoch  29 Batch  112/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9347, Loss: 0.0250
Epoch  29 Batch  113/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9343, Loss: 0.0358
Epoch  29 Batch  114/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9297, Loss: 0.0244
Epoch  29 Batch  115/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9329, Loss: 0.0381
Epoch  29 Batch  116/1077 - Train Accuracy: 0.8965, Validation Accuracy: 0.9432, Loss: 0.0512
Epoch  29 Batch  117/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0285
Epoch  29 Batch  118/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9368, Loss: 0.0292
Epoch  29 Batch  119/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9371, Loss: 0.0226
Epoch  29 Batch  120/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9386, Loss: 0.0350
Epoch  29 Batch  121/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9403, Loss: 0.0318
Epoch  29 Batch  122/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0274
Epoch  29 Batch  123/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0211
Epoch  29 Batch  124/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9489, Loss: 0.0357
Epoch  29 Batch  125/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9535, Loss: 0.0407
Epoch  29 Batch  126/1077 - Train Accuracy: 0.9245, Validation Accuracy: 0.9535, Loss: 0.0326
Epoch  29 Batch  127/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9531, Loss: 0.0308
Epoch  29 Batch  128/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9332, Loss: 0.0324
Epoch  29 Batch  129/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9268, Loss: 0.0373
Epoch  29 Batch  130/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9343, Loss: 0.0294
Epoch  29 Batch  131/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9343, Loss: 0.0343
Epoch  29 Batch  132/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9297, Loss: 0.0298
Epoch  29 Batch  133/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9297, Loss: 0.0253
Epoch  29 Batch  134/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9350, Loss: 0.0287
Epoch  29 Batch  135/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9226, Loss: 0.0318
Epoch  29 Batch  136/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9286, Loss: 0.0271
Epoch  29 Batch  137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9254, Loss: 0.0272
Epoch  29 Batch  138/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9325, Loss: 0.0333
Epoch  29 Batch  139/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9325, Loss: 0.0324
Epoch  29 Batch  140/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9347, Loss: 0.0271
Epoch  29 Batch  141/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9297, Loss: 0.0309
Epoch  29 Batch  142/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9332, Loss: 0.0286
Epoch  29 Batch  143/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9368, Loss: 0.0327
Epoch  29 Batch  144/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9272, Loss: 0.0450
Epoch  29 Batch  145/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9265, Loss: 0.0323
Epoch  29 Batch  146/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9343, Loss: 0.0647
Epoch  29 Batch  147/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0303
Epoch  29 Batch  148/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9343, Loss: 0.0348
Epoch  29 Batch  149/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9343, Loss: 0.0288
Epoch  29 Batch  150/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9339, Loss: 0.0304
Epoch  29 Batch  151/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9315, Loss: 0.0250
Epoch  29 Batch  152/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9361, Loss: 0.0401
Epoch  29 Batch  153/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9361, Loss: 0.0395
Epoch  29 Batch  154/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9361, Loss: 0.0291
Epoch  29 Batch  155/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9375, Loss: 0.0263
Epoch  29 Batch  156/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0240
Epoch  29 Batch  157/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9442, Loss: 0.0313
Epoch  29 Batch  158/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9496, Loss: 0.0343
Epoch  29 Batch  159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9499, Loss: 0.0304
Epoch  29 Batch  160/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9496, Loss: 0.0257
Epoch  29 Batch  161/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9496, Loss: 0.0200
Epoch  29 Batch  162/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0349
Epoch  29 Batch  163/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9467, Loss: 0.0417
Epoch  29 Batch  164/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9435, Loss: 0.0288
Epoch  29 Batch  165/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9418, Loss: 0.0434
Epoch  29 Batch  166/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9386, Loss: 0.0345
Epoch  29 Batch  167/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0285
Epoch  29 Batch  168/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9354, Loss: 0.0393
Epoch  29 Batch  169/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9311, Loss: 0.0323
Epoch  29 Batch  170/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9258, Loss: 0.0337
Epoch  29 Batch  171/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9254, Loss: 0.0276
Epoch  29 Batch  172/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0249
Epoch  29 Batch  173/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9219, Loss: 0.0317
Epoch  29 Batch  174/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9222, Loss: 0.0219
Epoch  29 Batch  175/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9279, Loss: 0.0377
Epoch  29 Batch  176/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9283, Loss: 0.0317
Epoch  29 Batch  177/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0380
Epoch  29 Batch  178/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9386, Loss: 0.0310
Epoch  29 Batch  179/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9375, Loss: 0.0330
Epoch  29 Batch  180/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9361, Loss: 0.0284
Epoch  29 Batch  181/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0329
Epoch  29 Batch  182/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0397
Epoch  29 Batch  183/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9386, Loss: 0.0347
Epoch  29 Batch  184/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9418, Loss: 0.0324
Epoch  29 Batch  185/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9425, Loss: 0.0350
Epoch  29 Batch  186/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9428, Loss: 0.0294
Epoch  29 Batch  187/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0243
Epoch  29 Batch  188/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0397
Epoch  29 Batch  189/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9499, Loss: 0.0274
Epoch  29 Batch  190/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0279
Epoch  29 Batch  191/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9499, Loss: 0.0255
Epoch  29 Batch  192/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9471, Loss: 0.0349
Epoch  29 Batch  193/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9464, Loss: 0.0289
Epoch  29 Batch  194/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9435, Loss: 0.0232
Epoch  29 Batch  195/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9439, Loss: 0.0259
Epoch  29 Batch  196/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9418, Loss: 0.0243
Epoch  29 Batch  197/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9411, Loss: 0.0341
Epoch  29 Batch  198/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9411, Loss: 0.0333
Epoch  29 Batch  199/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9510, Loss: 0.0262
Epoch  29 Batch  200/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9460, Loss: 0.0289
Epoch  29 Batch  201/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9418, Loss: 0.0294
Epoch  29 Batch  202/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9414, Loss: 0.0244
Epoch  29 Batch  203/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9414, Loss: 0.0341
Epoch  29 Batch  204/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0467
Epoch  29 Batch  205/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9389, Loss: 0.0397
Epoch  29 Batch  206/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0231
Epoch  29 Batch  207/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9439, Loss: 0.0257
Epoch  29 Batch  208/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9442, Loss: 0.0285
Epoch  29 Batch  209/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9386, Loss: 0.0271
Epoch  29 Batch  210/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9386, Loss: 0.0278
Epoch  29 Batch  211/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0290
Epoch  29 Batch  212/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9382, Loss: 0.0267
Epoch  29 Batch  213/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0258
Epoch  29 Batch  214/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9389, Loss: 0.0259
Epoch  29 Batch  215/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9339, Loss: 0.0320
Epoch  29 Batch  216/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9336, Loss: 0.0287
Epoch  29 Batch  217/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9332, Loss: 0.0236
Epoch  29 Batch  218/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9332, Loss: 0.0329
Epoch  29 Batch  219/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9315, Loss: 0.0248
Epoch  29 Batch  220/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9371, Loss: 0.0316
Epoch  29 Batch  221/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9418, Loss: 0.0324
Epoch  29 Batch  222/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0289
Epoch  29 Batch  223/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0300
Epoch  29 Batch  224/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9293, Loss: 0.0294
Epoch  29 Batch  225/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9354, Loss: 0.0416
Epoch  29 Batch  226/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9357, Loss: 0.0306
Epoch  29 Batch  227/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9389, Loss: 0.0330
Epoch  29 Batch  228/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9389, Loss: 0.0261
Epoch  29 Batch  229/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9382, Loss: 0.0271
Epoch  29 Batch  230/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9382, Loss: 0.0305
Epoch  29 Batch  231/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9386, Loss: 0.0357
Epoch  29 Batch  232/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9389, Loss: 0.0259
Epoch  29 Batch  233/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9386, Loss: 0.0333
Epoch  29 Batch  234/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9414, Loss: 0.0312
Epoch  29 Batch  235/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9414, Loss: 0.0338
Epoch  29 Batch  236/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9418, Loss: 0.0315
Epoch  29 Batch  237/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9421, Loss: 0.0256
Epoch  29 Batch  238/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9442, Loss: 0.0280
Epoch  29 Batch  239/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9442, Loss: 0.0248
Epoch  29 Batch  240/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9396, Loss: 0.0232
Epoch  29 Batch  241/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9364, Loss: 0.0214
Epoch  29 Batch  242/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9357, Loss: 0.0260
Epoch  29 Batch  243/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9368, Loss: 0.0353
Epoch  29 Batch  244/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9379, Loss: 0.0288
Epoch  29 Batch  245/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9332, Loss: 0.0258
Epoch  29 Batch  246/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9233, Loss: 0.0316
Epoch  29 Batch  247/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9240, Loss: 0.0290
Epoch  29 Batch  248/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9318, Loss: 0.0299
Epoch  29 Batch  249/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9268, Loss: 0.0259
Epoch  29 Batch  250/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9311, Loss: 0.0323
Epoch  29 Batch  251/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9311, Loss: 0.0364
Epoch  29 Batch  252/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0366
Epoch  29 Batch  253/1077 - Train Accuracy: 0.9318, Validation Accuracy: 0.9315, Loss: 0.0325
Epoch  29 Batch  254/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9322, Loss: 0.0333
Epoch  29 Batch  255/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9389, Loss: 0.0233
Epoch  29 Batch  256/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9343, Loss: 0.0523
Epoch  29 Batch  257/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9382, Loss: 0.0373
Epoch  29 Batch  258/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9414, Loss: 0.0284
Epoch  29 Batch  259/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9450, Loss: 0.0256
Epoch  29 Batch  260/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0231
Epoch  29 Batch  261/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9403, Loss: 0.0259
Epoch  29 Batch  262/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0271
Epoch  29 Batch  263/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9403, Loss: 0.0257
Epoch  29 Batch  264/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9371, Loss: 0.0275
Epoch  29 Batch  265/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9421, Loss: 0.0294
Epoch  29 Batch  266/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9421, Loss: 0.0338
Epoch  29 Batch  267/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9421, Loss: 0.0278
Epoch  29 Batch  268/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9389, Loss: 0.0382
Epoch  29 Batch  269/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9389, Loss: 0.0373
Epoch  29 Batch  270/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9389, Loss: 0.0395
Epoch  29 Batch  271/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9350, Loss: 0.0292
Epoch  29 Batch  272/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9300, Loss: 0.0579
Epoch  29 Batch  273/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9308, Loss: 0.0289
Epoch  29 Batch  274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9240, Loss: 0.0333
Epoch  29 Batch  275/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9148, Loss: 0.0294
Epoch  29 Batch  276/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9073, Loss: 0.0463
Epoch  29 Batch  277/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9055, Loss: 0.0222
Epoch  29 Batch  278/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9251, Loss: 0.0385
Epoch  29 Batch  279/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9254, Loss: 0.0374
Epoch  29 Batch  280/1077 - Train Accuracy: 0.9160, Validation Accuracy: 0.9343, Loss: 0.0360
Epoch  29 Batch  281/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0344
Epoch  29 Batch  282/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9265, Loss: 0.0388
Epoch  29 Batch  283/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9332, Loss: 0.0337
Epoch  29 Batch  284/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9297, Loss: 0.0334
Epoch  29 Batch  285/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9315, Loss: 0.0313
Epoch  29 Batch  286/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9258, Loss: 0.0279
Epoch  29 Batch  287/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9258, Loss: 0.0373
Epoch  29 Batch  288/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9254, Loss: 0.0384
Epoch  29 Batch  289/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9148, Loss: 0.0280
Epoch  29 Batch  290/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9205, Loss: 0.0465
Epoch  29 Batch  291/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9222, Loss: 0.0441
Epoch  29 Batch  292/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9339, Loss: 0.0258
Epoch  29 Batch  293/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9339, Loss: 0.0303
Epoch  29 Batch  294/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9350, Loss: 0.0318
Epoch  29 Batch  295/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9251, Loss: 0.0387
Epoch  29 Batch  296/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9293, Loss: 0.0323
Epoch  29 Batch  297/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9290, Loss: 0.0358
Epoch  29 Batch  298/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9290, Loss: 0.0402
Epoch  29 Batch  299/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9403, Loss: 0.0343
Epoch  29 Batch  300/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9354, Loss: 0.0270
Epoch  29 Batch  301/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9347, Loss: 0.0286
Epoch  29 Batch  302/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0292
Epoch  29 Batch  303/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0355
Epoch  29 Batch  304/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9325, Loss: 0.0323
Epoch  29 Batch  305/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9425, Loss: 0.0330
Epoch  29 Batch  306/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9428, Loss: 0.0445
Epoch  29 Batch  307/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0309
Epoch  29 Batch  308/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9421, Loss: 0.0343
Epoch  29 Batch  309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9432, Loss: 0.0238
Epoch  29 Batch  310/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0285
Epoch  29 Batch  311/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9343, Loss: 0.0256
Epoch  29 Batch  312/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9347, Loss: 0.0396
Epoch  29 Batch  313/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9315, Loss: 0.0238
Epoch  29 Batch  314/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9215, Loss: 0.0370
Epoch  29 Batch  315/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9215, Loss: 0.0273
Epoch  29 Batch  316/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9350, Loss: 0.0343
Epoch  29 Batch  317/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0322
Epoch  29 Batch  318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9432, Loss: 0.0253
Epoch  29 Batch  319/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9453, Loss: 0.0409
Epoch  29 Batch  320/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9403, Loss: 0.0409
Epoch  29 Batch  321/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9407, Loss: 0.0286
Epoch  29 Batch  322/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9403, Loss: 0.0294
Epoch  29 Batch  323/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9304, Loss: 0.0310
Epoch  29 Batch  324/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9258, Loss: 0.0288
Epoch  29 Batch  325/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9258, Loss: 0.0308
Epoch  29 Batch  326/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9258, Loss: 0.0298
Epoch  29 Batch  327/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9240, Loss: 0.0382
Epoch  29 Batch  328/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9244, Loss: 0.0395
Epoch  29 Batch  329/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9290, Loss: 0.0305
Epoch  29 Batch  330/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0301
Epoch  29 Batch  331/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9347, Loss: 0.0309
Epoch  29 Batch  332/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9379, Loss: 0.0205
Epoch  29 Batch  333/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9329, Loss: 0.0258
Epoch  29 Batch  334/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9329, Loss: 0.0283
Epoch  29 Batch  335/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9336, Loss: 0.0302
Epoch  29 Batch  336/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9343, Loss: 0.0635
Epoch  29 Batch  337/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9386, Loss: 0.0297
Epoch  29 Batch  338/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9393, Loss: 0.0465
Epoch  29 Batch  339/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9336, Loss: 0.0219
Epoch  29 Batch  340/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0287
Epoch  29 Batch  341/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9283, Loss: 0.0416
Epoch  29 Batch  342/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9283, Loss: 0.0300
Epoch  29 Batch  343/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9293, Loss: 0.0389
Epoch  29 Batch  344/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9347, Loss: 0.0340
Epoch  29 Batch  345/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9428, Loss: 0.0294
Epoch  29 Batch  346/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9389, Loss: 0.0311
Epoch  29 Batch  347/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9325, Loss: 0.0224
Epoch  29 Batch  348/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9286, Loss: 0.0330
Epoch  29 Batch  349/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9290, Loss: 0.0304
Epoch  29 Batch  350/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9286, Loss: 0.0259
Epoch  29 Batch  351/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9222, Loss: 0.0309
Epoch  29 Batch  352/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9283, Loss: 0.0249
Epoch  29 Batch  353/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0353
Epoch  29 Batch  354/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9276, Loss: 0.0357
Epoch  29 Batch  355/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9300, Loss: 0.0324
Epoch  29 Batch  356/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9297, Loss: 0.0286
Epoch  29 Batch  357/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9297, Loss: 0.0304
Epoch  29 Batch  358/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9336, Loss: 0.0363
Epoch  29 Batch  359/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9279, Loss: 0.0301
Epoch  29 Batch  360/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9254, Loss: 0.0263
Epoch  29 Batch  361/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9105, Loss: 0.0246
Epoch  29 Batch  362/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9205, Loss: 0.0420
Epoch  29 Batch  363/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9208, Loss: 0.0301
Epoch  29 Batch  364/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9375, Loss: 0.0419
Epoch  29 Batch  365/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0224
Epoch  29 Batch  366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9421, Loss: 0.0246
Epoch  29 Batch  367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0214
Epoch  29 Batch  368/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9478, Loss: 0.0293
Epoch  29 Batch  369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9482, Loss: 0.0307
Epoch  29 Batch  370/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9478, Loss: 0.0307
Epoch  29 Batch  371/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9407, Loss: 0.0217
Epoch  29 Batch  372/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9357, Loss: 0.0257
Epoch  29 Batch  373/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9357, Loss: 0.0272
Epoch  29 Batch  374/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9400, Loss: 0.0323
Epoch  29 Batch  375/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9343, Loss: 0.0247
Epoch  29 Batch  376/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9300, Loss: 0.0366
Epoch  29 Batch  377/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9247, Loss: 0.0287
Epoch  29 Batch  378/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9102, Loss: 0.0213
Epoch  29 Batch  379/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9148, Loss: 0.0419
Epoch  29 Batch  380/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9151, Loss: 0.0266
Epoch  29 Batch  381/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9201, Loss: 0.0396
Epoch  29 Batch  382/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9272, Loss: 0.0428
Epoch  29 Batch  383/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9354, Loss: 0.0316
Epoch  29 Batch  384/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9350, Loss: 0.0226
Epoch  29 Batch  385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9350, Loss: 0.0225
Epoch  29 Batch  386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9400, Loss: 0.0265
Epoch  29 Batch  387/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9400, Loss: 0.0269
Epoch  29 Batch  388/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9368, Loss: 0.0410
Epoch  29 Batch  389/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9418, Loss: 0.0333
Epoch  29 Batch  390/1077 - Train Accuracy: 0.8996, Validation Accuracy: 0.9379, Loss: 0.0429
Epoch  29 Batch  391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9357, Loss: 0.0370
Epoch  29 Batch  392/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9354, Loss: 0.0391
Epoch  29 Batch  393/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9411, Loss: 0.0285
Epoch  29 Batch  394/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9407, Loss: 0.0269
Epoch  29 Batch  395/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9361, Loss: 0.0298
Epoch  29 Batch  396/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9354, Loss: 0.0319
Epoch  29 Batch  397/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9382, Loss: 0.0295
Epoch  29 Batch  398/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9329, Loss: 0.0320
Epoch  29 Batch  399/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9371, Loss: 0.0334
Epoch  29 Batch  400/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9435, Loss: 0.0305
Epoch  29 Batch  401/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0275
Epoch  29 Batch  402/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0283
Epoch  29 Batch  403/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9457, Loss: 0.0437
Epoch  29 Batch  404/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9403, Loss: 0.0371
Epoch  29 Batch  405/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9364, Loss: 0.0386
Epoch  29 Batch  406/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9368, Loss: 0.0284
Epoch  29 Batch  407/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0374
Epoch  29 Batch  408/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9400, Loss: 0.0353
Epoch  29 Batch  409/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0387
Epoch  29 Batch  410/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0426
Epoch  29 Batch  411/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9325, Loss: 0.0344
Epoch  29 Batch  412/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9322, Loss: 0.0259
Epoch  29 Batch  413/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9322, Loss: 0.0274
Epoch  29 Batch  414/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9297, Loss: 0.0300
Epoch  29 Batch  415/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9325, Loss: 0.0356
Epoch  29 Batch  416/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9325, Loss: 0.0255
Epoch  29 Batch  417/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9283, Loss: 0.0433
Epoch  29 Batch  418/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9286, Loss: 0.0334
Epoch  29 Batch  419/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9357, Loss: 0.0260
Epoch  29 Batch  420/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9244, Loss: 0.0243
Epoch  29 Batch  421/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9315, Loss: 0.0560
Epoch  29 Batch  422/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9368, Loss: 0.0268
Epoch  29 Batch  423/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0348
Epoch  29 Batch  424/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9357, Loss: 0.0307
Epoch  29 Batch  425/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9425, Loss: 0.0299
Epoch  29 Batch  426/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0384
Epoch  29 Batch  427/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0283
Epoch  29 Batch  428/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9361, Loss: 0.0322
Epoch  29 Batch  429/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9276, Loss: 0.0284
Epoch  29 Batch  430/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0235
Epoch  29 Batch  431/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9240, Loss: 0.0229
Epoch  29 Batch  432/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0324
Epoch  29 Batch  433/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9251, Loss: 0.0325
Epoch  29 Batch  434/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0290
Epoch  29 Batch  435/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9265, Loss: 0.0379
Epoch  29 Batch  436/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9190, Loss: 0.0331
Epoch  29 Batch  437/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9194, Loss: 0.0250
Epoch  29 Batch  438/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9194, Loss: 0.0273
Epoch  29 Batch  439/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9165, Loss: 0.0322
Epoch  29 Batch  440/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9165, Loss: 0.0355
Epoch  29 Batch  441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9187, Loss: 0.0292
Epoch  29 Batch  442/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9300, Loss: 0.0372
Epoch  29 Batch  443/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9318, Loss: 0.0276
Epoch  29 Batch  444/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9318, Loss: 0.0329
Epoch  29 Batch  445/1077 - Train Accuracy: 0.9120, Validation Accuracy: 0.9300, Loss: 0.0391
Epoch  29 Batch  446/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9244, Loss: 0.0222
Epoch  29 Batch  447/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0300
Epoch  29 Batch  448/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9311, Loss: 0.0339
Epoch  29 Batch  449/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9290, Loss: 0.0376
Epoch  29 Batch  450/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9155, Loss: 0.0329
Epoch  29 Batch  451/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9080, Loss: 0.0263
Epoch  29 Batch  452/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9148, Loss: 0.0243
Epoch  29 Batch  453/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9176, Loss: 0.0329
Epoch  29 Batch  454/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9265, Loss: 0.0404
Epoch  29 Batch  455/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0302
Epoch  29 Batch  456/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9393, Loss: 0.0336
Epoch  29 Batch  457/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9478, Loss: 0.0254
Epoch  29 Batch  458/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0341
Epoch  29 Batch  459/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0323
Epoch  29 Batch  460/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9460, Loss: 0.0315
Epoch  29 Batch  461/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0291
Epoch  29 Batch  462/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0289
Epoch  29 Batch  463/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9400, Loss: 0.0279
Epoch  29 Batch  464/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9400, Loss: 0.0312
Epoch  29 Batch  465/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9364, Loss: 0.0419
Epoch  29 Batch  466/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9368, Loss: 0.0286
Epoch  29 Batch  467/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9350, Loss: 0.0341
Epoch  29 Batch  468/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9347, Loss: 0.0278
Epoch  29 Batch  469/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0240
Epoch  29 Batch  470/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9350, Loss: 0.0329
Epoch  29 Batch  471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9350, Loss: 0.0201
Epoch  29 Batch  472/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0313
Epoch  29 Batch  473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9425, Loss: 0.0368
Epoch  29 Batch  474/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9425, Loss: 0.0283
Epoch  29 Batch  475/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0360
Epoch  29 Batch  476/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0258
Epoch  29 Batch  477/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9411, Loss: 0.0344
Epoch  29 Batch  478/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9446, Loss: 0.0301
Epoch  29 Batch  479/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9450, Loss: 0.0328
Epoch  29 Batch  480/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9329, Loss: 0.0283
Epoch  29 Batch  481/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9318, Loss: 0.0264
Epoch  29 Batch  482/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9254, Loss: 0.0321
Epoch  29 Batch  483/1077 - Train Accuracy: 0.9187, Validation Accuracy: 0.9318, Loss: 0.0441
Epoch  29 Batch  484/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9201, Loss: 0.0349
Epoch  29 Batch  485/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9244, Loss: 0.0327
Epoch  29 Batch  486/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9325, Loss: 0.0277
Epoch  29 Batch  487/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9258, Loss: 0.0233
Epoch  29 Batch  488/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9304, Loss: 0.0270
Epoch  29 Batch  489/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9435, Loss: 0.0266
Epoch  29 Batch  490/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9457, Loss: 0.0353
Epoch  29 Batch  491/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9407, Loss: 0.0404
Epoch  29 Batch  492/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0318
Epoch  29 Batch  493/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9411, Loss: 0.0197
Epoch  29 Batch  494/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0222
Epoch  29 Batch  495/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9425, Loss: 0.0247
Epoch  29 Batch  496/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0309
Epoch  29 Batch  497/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0334
Epoch  29 Batch  498/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9421, Loss: 0.0317
Epoch  29 Batch  499/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9400, Loss: 0.0271
Epoch  29 Batch  500/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9400, Loss: 0.0237
Epoch  29 Batch  501/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0272
Epoch  29 Batch  502/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9499, Loss: 0.0325
Epoch  29 Batch  503/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9499, Loss: 0.0252
Epoch  29 Batch  504/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9446, Loss: 0.0290
Epoch  29 Batch  505/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  29 Batch  506/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9496, Loss: 0.0361
Epoch  29 Batch  507/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9446, Loss: 0.0318
Epoch  29 Batch  508/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9446, Loss: 0.0262
Epoch  29 Batch  509/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9396, Loss: 0.0326
Epoch  29 Batch  510/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9386, Loss: 0.0256
Epoch  29 Batch  511/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9386, Loss: 0.0322
Epoch  29 Batch  512/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9393, Loss: 0.0241
Epoch  29 Batch  513/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9403, Loss: 0.0325
Epoch  29 Batch  514/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9343, Loss: 0.0287
Epoch  29 Batch  515/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9293, Loss: 0.0340
Epoch  29 Batch  516/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9293, Loss: 0.0334
Epoch  29 Batch  517/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9357, Loss: 0.0332
Epoch  29 Batch  518/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0334
Epoch  29 Batch  519/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9304, Loss: 0.0350
Epoch  29 Batch  520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9304, Loss: 0.0239
Epoch  29 Batch  521/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9208, Loss: 0.0303
Epoch  29 Batch  522/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9112, Loss: 0.0371
Epoch  29 Batch  523/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9141, Loss: 0.0331
Epoch  29 Batch  524/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9158, Loss: 0.0346
Epoch  29 Batch  525/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9219, Loss: 0.0288
Epoch  29 Batch  526/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9272, Loss: 0.0257
Epoch  29 Batch  527/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9300, Loss: 0.0300
Epoch  29 Batch  528/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9343, Loss: 0.0312
Epoch  29 Batch  529/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9379, Loss: 0.0359
Epoch  29 Batch  530/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9411, Loss: 0.0371
Epoch  29 Batch  531/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0308
Epoch  29 Batch  532/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9382, Loss: 0.0378
Epoch  29 Batch  533/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9322, Loss: 0.0271
Epoch  29 Batch  534/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9322, Loss: 0.0354
Epoch  29 Batch  535/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0321
Epoch  29 Batch  536/1077 - Train Accuracy: 0.9184, Validation Accuracy: 0.9347, Loss: 0.0380
Epoch  29 Batch  537/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9350, Loss: 0.0267
Epoch  29 Batch  538/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0264
Epoch  29 Batch  539/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9400, Loss: 0.0369
Epoch  29 Batch  540/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0226
Epoch  29 Batch  541/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0310
Epoch  29 Batch  542/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0320
Epoch  29 Batch  543/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0313
Epoch  29 Batch  544/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9357, Loss: 0.0158
Epoch  29 Batch  545/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9286, Loss: 0.0316
Epoch  29 Batch  546/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9286, Loss: 0.0311
Epoch  29 Batch  547/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9297, Loss: 0.0249
Epoch  29 Batch  548/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9297, Loss: 0.0394
Epoch  29 Batch  549/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9308, Loss: 0.0378
Epoch  29 Batch  550/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9190, Loss: 0.0288
Epoch  29 Batch  551/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9254, Loss: 0.0360
Epoch  29 Batch  552/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9258, Loss: 0.0367
Epoch  29 Batch  553/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9254, Loss: 0.0370
Epoch  29 Batch  554/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9279, Loss: 0.0290
Epoch  29 Batch  555/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9279, Loss: 0.0279
Epoch  29 Batch  556/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9208, Loss: 0.0241
Epoch  29 Batch  557/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9205, Loss: 0.0269
Epoch  29 Batch  558/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0222
Epoch  29 Batch  559/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9258, Loss: 0.0316
Epoch  29 Batch  560/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9286, Loss: 0.0346
Epoch  29 Batch  561/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9290, Loss: 0.0326
Epoch  29 Batch  562/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9290, Loss: 0.0275
Epoch  29 Batch  563/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9240, Loss: 0.0326
Epoch  29 Batch  564/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9240, Loss: 0.0379
Epoch  29 Batch  565/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9286, Loss: 0.0389
Epoch  29 Batch  566/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9315, Loss: 0.0355
Epoch  29 Batch  567/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9336, Loss: 0.0304
Epoch  29 Batch  568/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9357, Loss: 0.0285
Epoch  29 Batch  569/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9354, Loss: 0.0343
Epoch  29 Batch  570/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9396, Loss: 0.0439
Epoch  29 Batch  571/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0260
Epoch  29 Batch  572/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0309
Epoch  29 Batch  573/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9400, Loss: 0.0485
Epoch  29 Batch  574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9485, Loss: 0.0323
Epoch  29 Batch  575/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9535, Loss: 0.0251
Epoch  29 Batch  576/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9506, Loss: 0.0261
Epoch  29 Batch  577/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0292
Epoch  29 Batch  578/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9478, Loss: 0.0294
Epoch  29 Batch  579/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0300
Epoch  29 Batch  580/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9553, Loss: 0.0228
Epoch  29 Batch  581/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0228
Epoch  29 Batch  582/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0281
Epoch  29 Batch  583/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9570, Loss: 0.0360
Epoch  29 Batch  584/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0344
Epoch  29 Batch  585/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9521, Loss: 0.0229
Epoch  29 Batch  586/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0261
Epoch  29 Batch  587/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9567, Loss: 0.0286
Epoch  29 Batch  588/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0284
Epoch  29 Batch  589/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0249
Epoch  29 Batch  590/1077 - Train Accuracy: 0.9235, Validation Accuracy: 0.9471, Loss: 0.0310
Epoch  29 Batch  591/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9471, Loss: 0.0300
Epoch  29 Batch  592/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9478, Loss: 0.0322
Epoch  29 Batch  593/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9425, Loss: 0.0483
Epoch  29 Batch  594/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0391
Epoch  29 Batch  595/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0287
Epoch  29 Batch  596/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9393, Loss: 0.0305
Epoch  29 Batch  597/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9435, Loss: 0.0271
Epoch  29 Batch  598/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9382, Loss: 0.0335
Epoch  29 Batch  599/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9272, Loss: 0.0497
Epoch  29 Batch  600/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9276, Loss: 0.0371
Epoch  29 Batch  601/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9229, Loss: 0.0336
Epoch  29 Batch  602/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9279, Loss: 0.0295
Epoch  29 Batch  603/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0327
Epoch  29 Batch  604/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9332, Loss: 0.0484
Epoch  29 Batch  605/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9332, Loss: 0.0371
Epoch  29 Batch  606/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9308, Loss: 0.0254
Epoch  29 Batch  607/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9276, Loss: 0.0370
Epoch  29 Batch  608/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9325, Loss: 0.0354
Epoch  29 Batch  609/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9283, Loss: 0.0361
Epoch  29 Batch  610/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9293, Loss: 0.0392
Epoch  29 Batch  611/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9293, Loss: 0.0330
Epoch  29 Batch  612/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9137, Loss: 0.0240
Epoch  29 Batch  613/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9169, Loss: 0.0335
Epoch  29 Batch  614/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9173, Loss: 0.0333
Epoch  29 Batch  615/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9173, Loss: 0.0262
Epoch  29 Batch  616/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9268, Loss: 0.0309
Epoch  29 Batch  617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9407, Loss: 0.0277
Epoch  29 Batch  618/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0353
Epoch  29 Batch  619/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9446, Loss: 0.0244
Epoch  29 Batch  620/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0248
Epoch  29 Batch  621/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0361
Epoch  29 Batch  622/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9375, Loss: 0.0420
Epoch  29 Batch  623/1077 - Train Accuracy: 0.9117, Validation Accuracy: 0.9325, Loss: 0.0401
Epoch  29 Batch  624/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9300, Loss: 0.0348
Epoch  29 Batch  625/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0301
Epoch  29 Batch  626/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9347, Loss: 0.0286
Epoch  29 Batch  627/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9293, Loss: 0.0314
Epoch  29 Batch  628/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9347, Loss: 0.0339
Epoch  29 Batch  629/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9347, Loss: 0.0296
Epoch  29 Batch  630/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9389, Loss: 0.0300
Epoch  29 Batch  631/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9382, Loss: 0.0355
Epoch  29 Batch  632/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9258, Loss: 0.0247
Epoch  29 Batch  633/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9258, Loss: 0.0314
Epoch  29 Batch  634/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9315, Loss: 0.0236
Epoch  29 Batch  635/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9439, Loss: 0.0369
Epoch  29 Batch  636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0292
Epoch  29 Batch  637/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9442, Loss: 0.0287
Epoch  29 Batch  638/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9325, Loss: 0.0257
Epoch  29 Batch  639/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9322, Loss: 0.0347
Epoch  29 Batch  640/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9368, Loss: 0.0239
Epoch  29 Batch  641/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0304
Epoch  29 Batch  642/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9389, Loss: 0.0276
Epoch  29 Batch  643/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9364, Loss: 0.0231
Epoch  29 Batch  644/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9411, Loss: 0.0286
Epoch  29 Batch  645/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0322
Epoch  29 Batch  646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9361, Loss: 0.0250
Epoch  29 Batch  647/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9350, Loss: 0.0368
Epoch  29 Batch  648/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9233, Loss: 0.0246
Epoch  29 Batch  649/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9233, Loss: 0.0331
Epoch  29 Batch  650/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9254, Loss: 0.0278
Epoch  29 Batch  651/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9158, Loss: 0.0265
Epoch  29 Batch  652/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9165, Loss: 0.0307
Epoch  29 Batch  653/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9229, Loss: 0.0349
Epoch  29 Batch  654/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9208, Loss: 0.0319
Epoch  29 Batch  655/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9208, Loss: 0.0474
Epoch  29 Batch  656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9308, Loss: 0.0279
Epoch  29 Batch  657/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9354, Loss: 0.0375
Epoch  29 Batch  658/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9290, Loss: 0.0210
Epoch  29 Batch  659/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9254, Loss: 0.0314
Epoch  29 Batch  660/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9258, Loss: 0.0233
Epoch  29 Batch  661/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9183, Loss: 0.0334
Epoch  29 Batch  662/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9311, Loss: 0.0324
Epoch  29 Batch  663/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9357, Loss: 0.0272
Epoch  29 Batch  664/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0305
Epoch  29 Batch  665/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0228
Epoch  29 Batch  666/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9261, Loss: 0.0319
Epoch  29 Batch  667/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9265, Loss: 0.0329
Epoch  29 Batch  668/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9315, Loss: 0.0286
Epoch  29 Batch  669/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9300, Loss: 0.0253
Epoch  29 Batch  670/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9396, Loss: 0.0267
Epoch  29 Batch  671/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9425, Loss: 0.0312
Epoch  29 Batch  672/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0265
Epoch  29 Batch  673/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9354, Loss: 0.0376
Epoch  29 Batch  674/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0292
Epoch  29 Batch  675/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0320
Epoch  29 Batch  676/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9261, Loss: 0.0272
Epoch  29 Batch  677/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9411, Loss: 0.0375
Epoch  29 Batch  678/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9361, Loss: 0.0244
Epoch  29 Batch  679/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9315, Loss: 0.0280
Epoch  29 Batch  680/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9364, Loss: 0.0342
Epoch  29 Batch  681/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9361, Loss: 0.0258
Epoch  29 Batch  682/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9361, Loss: 0.0279
Epoch  29 Batch  683/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9311, Loss: 0.0260
Epoch  29 Batch  684/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0266
Epoch  29 Batch  685/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9336, Loss: 0.0381
Epoch  29 Batch  686/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9286, Loss: 0.0254
Epoch  29 Batch  687/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9325, Loss: 0.0339
Epoch  29 Batch  688/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9329, Loss: 0.0242
Epoch  29 Batch  689/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9329, Loss: 0.0197
Epoch  29 Batch  690/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9283, Loss: 0.0340
Epoch  29 Batch  691/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0365
Epoch  29 Batch  692/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9336, Loss: 0.0267
Epoch  29 Batch  693/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9389, Loss: 0.0463
Epoch  29 Batch  694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9485, Loss: 0.0324
Epoch  29 Batch  695/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9439, Loss: 0.0313
Epoch  29 Batch  696/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9389, Loss: 0.0284
Epoch  29 Batch  697/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9389, Loss: 0.0277
Epoch  29 Batch  698/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9389, Loss: 0.0285
Epoch  29 Batch  699/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9425, Loss: 0.0273
Epoch  29 Batch  700/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9357, Loss: 0.0260
Epoch  29 Batch  701/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9403, Loss: 0.0323
Epoch  29 Batch  702/1077 - Train Accuracy: 0.9211, Validation Accuracy: 0.9450, Loss: 0.0429
Epoch  29 Batch  703/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0337
Epoch  29 Batch  704/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9407, Loss: 0.0361
Epoch  29 Batch  705/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9478, Loss: 0.0337
Epoch  29 Batch  706/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9432, Loss: 0.0453
Epoch  29 Batch  707/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9336, Loss: 0.0325
Epoch  29 Batch  708/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0286
Epoch  29 Batch  709/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9407, Loss: 0.0390
Epoch  29 Batch  710/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9418, Loss: 0.0192
Epoch  29 Batch  711/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9368, Loss: 0.0391
Epoch  29 Batch  712/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9368, Loss: 0.0233
Epoch  29 Batch  713/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9389, Loss: 0.0245
Epoch  29 Batch  714/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9389, Loss: 0.0290
Epoch  29 Batch  715/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9414, Loss: 0.0347
Epoch  29 Batch  716/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9315, Loss: 0.0278
Epoch  29 Batch  717/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9276, Loss: 0.0276
Epoch  29 Batch  718/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9279, Loss: 0.0287
Epoch  29 Batch  719/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9244, Loss: 0.0314
Epoch  29 Batch  720/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9247, Loss: 0.0311
Epoch  29 Batch  721/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9229, Loss: 0.0315
Epoch  29 Batch  722/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9354, Loss: 0.0247
Epoch  29 Batch  723/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9283, Loss: 0.0331
Epoch  29 Batch  724/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9325, Loss: 0.0357
Epoch  29 Batch  725/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9332, Loss: 0.0229
Epoch  29 Batch  726/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9332, Loss: 0.0283
Epoch  29 Batch  727/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0237
Epoch  29 Batch  728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9389, Loss: 0.0387
Epoch  29 Batch  729/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9336, Loss: 0.0412
Epoch  29 Batch  730/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9450, Loss: 0.0378
Epoch  29 Batch  731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9400, Loss: 0.0289
Epoch  29 Batch  732/1077 - Train Accuracy: 0.9264, Validation Accuracy: 0.9400, Loss: 0.0319
Epoch  29 Batch  733/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9450, Loss: 0.0307
Epoch  29 Batch  734/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9446, Loss: 0.0258
Epoch  29 Batch  735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0221
Epoch  29 Batch  736/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  29 Batch  737/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9403, Loss: 0.0345
Epoch  29 Batch  738/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9403, Loss: 0.0193
Epoch  29 Batch  739/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9403, Loss: 0.0269
Epoch  29 Batch  740/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9354, Loss: 0.0214
Epoch  29 Batch  741/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9272, Loss: 0.0343
Epoch  29 Batch  742/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9332, Loss: 0.0279
Epoch  29 Batch  743/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9414, Loss: 0.0290
Epoch  29 Batch  744/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9411, Loss: 0.0305
Epoch  29 Batch  745/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9361, Loss: 0.0321
Epoch  29 Batch  746/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9371, Loss: 0.0267
Epoch  29 Batch  747/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9371, Loss: 0.0219
Epoch  29 Batch  748/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9375, Loss: 0.0258
Epoch  29 Batch  749/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9318, Loss: 0.0224
Epoch  29 Batch  750/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0285
Epoch  29 Batch  751/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9315, Loss: 0.0289
Epoch  29 Batch  752/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9265, Loss: 0.0299
Epoch  29 Batch  753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9311, Loss: 0.0237
Epoch  29 Batch  754/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9272, Loss: 0.0294
Epoch  29 Batch  755/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9276, Loss: 0.0363
Epoch  29 Batch  756/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9325, Loss: 0.0270
Epoch  29 Batch  757/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9446, Loss: 0.0332
Epoch  29 Batch  758/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9510, Loss: 0.0241
Epoch  29 Batch  759/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9464, Loss: 0.0284
Epoch  29 Batch  760/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9453, Loss: 0.0378
Epoch  29 Batch  761/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9506, Loss: 0.0259
Epoch  29 Batch  762/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0249
Epoch  29 Batch  763/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9332, Loss: 0.0321
Epoch  29 Batch  764/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9379, Loss: 0.0274
Epoch  29 Batch  765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9478, Loss: 0.0394
Epoch  29 Batch  766/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9545, Loss: 0.0360
Epoch  29 Batch  767/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9389, Loss: 0.0296
Epoch  29 Batch  768/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9418, Loss: 0.0310
Epoch  29 Batch  769/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0338
Epoch  29 Batch  770/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0311
Epoch  29 Batch  771/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9368, Loss: 0.0319
Epoch  29 Batch  772/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0288
Epoch  29 Batch  773/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9411, Loss: 0.0263
Epoch  29 Batch  774/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9418, Loss: 0.0319
Epoch  29 Batch  775/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9492, Loss: 0.0272
Epoch  29 Batch  776/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9542, Loss: 0.0277
Epoch  29 Batch  777/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0206
Epoch  29 Batch  778/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9471, Loss: 0.0343
Epoch  29 Batch  779/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9478, Loss: 0.0305
Epoch  29 Batch  780/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9499, Loss: 0.0414
Epoch  29 Batch  781/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0246
Epoch  29 Batch  782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9499, Loss: 0.0305
Epoch  29 Batch  783/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9407, Loss: 0.0366
Epoch  29 Batch  784/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9364, Loss: 0.0209
Epoch  29 Batch  785/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9244, Loss: 0.0268
Epoch  29 Batch  786/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9268, Loss: 0.0255
Epoch  29 Batch  787/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9265, Loss: 0.0286
Epoch  29 Batch  788/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9279, Loss: 0.0307
Epoch  29 Batch  789/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9283, Loss: 0.0360
Epoch  29 Batch  790/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9357, Loss: 0.0371
Epoch  29 Batch  791/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9304, Loss: 0.0322
Epoch  29 Batch  792/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9308, Loss: 0.0317
Epoch  29 Batch  793/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9354, Loss: 0.0271
Epoch  29 Batch  794/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9375, Loss: 0.0235
Epoch  29 Batch  795/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9379, Loss: 0.0354
Epoch  29 Batch  796/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0335
Epoch  29 Batch  797/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9485, Loss: 0.0309
Epoch  29 Batch  798/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9478, Loss: 0.0284
Epoch  29 Batch  799/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9450, Loss: 0.0444
Epoch  29 Batch  800/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9450, Loss: 0.0274
Epoch  29 Batch  801/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9435, Loss: 0.0291
Epoch  29 Batch  802/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9386, Loss: 0.0370
Epoch  29 Batch  803/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0312
Epoch  29 Batch  804/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9393, Loss: 0.0244
Epoch  29 Batch  805/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9283, Loss: 0.0310
Epoch  29 Batch  806/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9300, Loss: 0.0244
Epoch  29 Batch  807/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9322, Loss: 0.0257
Epoch  29 Batch  808/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9322, Loss: 0.0437
Epoch  29 Batch  809/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9375, Loss: 0.0492
Epoch  29 Batch  810/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9375, Loss: 0.0259
Epoch  29 Batch  811/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0343
Epoch  29 Batch  812/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9457, Loss: 0.0296
Epoch  29 Batch  813/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9506, Loss: 0.0302
Epoch  29 Batch  814/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9471, Loss: 0.0357
Epoch  29 Batch  815/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9467, Loss: 0.0365
Epoch  29 Batch  816/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0251
Epoch  29 Batch  817/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0331
Epoch  29 Batch  818/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9389, Loss: 0.0309
Epoch  29 Batch  819/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9389, Loss: 0.0310
Epoch  29 Batch  820/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9425, Loss: 0.0287
Epoch  29 Batch  821/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9421, Loss: 0.0311
Epoch  29 Batch  822/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0267
Epoch  29 Batch  823/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9396, Loss: 0.0296
Epoch  29 Batch  824/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9496, Loss: 0.0317
Epoch  29 Batch  825/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0246
Epoch  29 Batch  826/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9538, Loss: 0.0251
Epoch  29 Batch  827/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9503, Loss: 0.0319
Epoch  29 Batch  828/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0276
Epoch  29 Batch  829/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9503, Loss: 0.0367
Epoch  29 Batch  830/1077 - Train Accuracy: 0.9066, Validation Accuracy: 0.9482, Loss: 0.0370
Epoch  29 Batch  831/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9496, Loss: 0.0298
Epoch  29 Batch  832/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0279
Epoch  29 Batch  833/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9510, Loss: 0.0350
Epoch  29 Batch  834/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9506, Loss: 0.0305
Epoch  29 Batch  835/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9478, Loss: 0.0327
Epoch  29 Batch  836/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9510, Loss: 0.0273
Epoch  29 Batch  837/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9460, Loss: 0.0370
Epoch  29 Batch  838/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0312
Epoch  29 Batch  839/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9478, Loss: 0.0229
Epoch  29 Batch  840/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9588, Loss: 0.0326
Epoch  29 Batch  841/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0452
Epoch  29 Batch  842/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0247
Epoch  29 Batch  843/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  29 Batch  844/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0256
Epoch  29 Batch  845/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9510, Loss: 0.0264
Epoch  29 Batch  846/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9510, Loss: 0.0407
Epoch  29 Batch  847/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9482, Loss: 0.0334
Epoch  29 Batch  848/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9432, Loss: 0.0295
Epoch  29 Batch  849/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9382, Loss: 0.0265
Epoch  29 Batch  850/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9375, Loss: 0.0457
Epoch  29 Batch  851/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9400, Loss: 0.0359
Epoch  29 Batch  852/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9396, Loss: 0.0486
Epoch  29 Batch  853/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9350, Loss: 0.0346
Epoch  29 Batch  854/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9350, Loss: 0.0350
Epoch  29 Batch  855/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9347, Loss: 0.0391
Epoch  29 Batch  856/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9297, Loss: 0.0340
Epoch  29 Batch  857/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0240
Epoch  29 Batch  858/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9339, Loss: 0.0267
Epoch  29 Batch  859/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9389, Loss: 0.0266
Epoch  29 Batch  860/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9492, Loss: 0.0315
Epoch  29 Batch  861/1077 - Train Accuracy: 0.9059, Validation Accuracy: 0.9492, Loss: 0.0291
Epoch  29 Batch  862/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0314
Epoch  29 Batch  863/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9432, Loss: 0.0261
Epoch  29 Batch  864/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9379, Loss: 0.0296
Epoch  29 Batch  865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9350, Loss: 0.0260
Epoch  29 Batch  866/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9354, Loss: 0.0338
Epoch  29 Batch  867/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9308, Loss: 0.0764
Epoch  29 Batch  868/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0330
Epoch  29 Batch  869/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9354, Loss: 0.0318
Epoch  29 Batch  870/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9400, Loss: 0.0264
Epoch  29 Batch  871/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0269
Epoch  29 Batch  872/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9400, Loss: 0.0273
Epoch  29 Batch  873/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9450, Loss: 0.0318
Epoch  29 Batch  874/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9407, Loss: 0.0331
Epoch  29 Batch  875/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0261
Epoch  29 Batch  876/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0253
Epoch  29 Batch  877/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9439, Loss: 0.0284
Epoch  29 Batch  878/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9439, Loss: 0.0247
Epoch  29 Batch  879/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9439, Loss: 0.0222
Epoch  29 Batch  880/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0378
Epoch  29 Batch  881/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9386, Loss: 0.0329
Epoch  29 Batch  882/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9386, Loss: 0.0293
Epoch  29 Batch  883/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9435, Loss: 0.0424
Epoch  29 Batch  884/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9432, Loss: 0.0325
Epoch  29 Batch  885/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9432, Loss: 0.0194
Epoch  29 Batch  886/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0306
Epoch  29 Batch  887/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9457, Loss: 0.0345
Epoch  29 Batch  888/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9474, Loss: 0.0299
Epoch  29 Batch  889/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0300
Epoch  29 Batch  890/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9478, Loss: 0.0338
Epoch  29 Batch  891/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9428, Loss: 0.0267
Epoch  29 Batch  892/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9421, Loss: 0.0282
Epoch  29 Batch  893/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9425, Loss: 0.0289
Epoch  29 Batch  894/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9403, Loss: 0.0240
Epoch  29 Batch  895/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9286, Loss: 0.0254
Epoch  29 Batch  896/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9187, Loss: 0.0314
Epoch  29 Batch  897/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9187, Loss: 0.0249
Epoch  29 Batch  898/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9297, Loss: 0.0274
Epoch  29 Batch  899/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0340
Epoch  29 Batch  900/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9357, Loss: 0.0308
Epoch  29 Batch  901/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0416
Epoch  29 Batch  902/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9400, Loss: 0.0358
Epoch  29 Batch  903/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9450, Loss: 0.0294
Epoch  29 Batch  904/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9428, Loss: 0.0270
Epoch  29 Batch  905/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9382, Loss: 0.0266
Epoch  29 Batch  906/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9371, Loss: 0.0275
Epoch  29 Batch  907/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0298
Epoch  29 Batch  908/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9371, Loss: 0.0329
Epoch  29 Batch  909/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9375, Loss: 0.0398
Epoch  29 Batch  910/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9421, Loss: 0.0343
Epoch  29 Batch  911/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9471, Loss: 0.0414
Epoch  29 Batch  912/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9471, Loss: 0.0275
Epoch  29 Batch  913/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9432, Loss: 0.0376
Epoch  29 Batch  914/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9446, Loss: 0.0654
Epoch  29 Batch  915/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9446, Loss: 0.0290
Epoch  29 Batch  916/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0353
Epoch  29 Batch  917/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9595, Loss: 0.0299
Epoch  29 Batch  918/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9599, Loss: 0.0259
Epoch  29 Batch  919/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9595, Loss: 0.0233
Epoch  29 Batch  920/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0262
Epoch  29 Batch  921/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9403, Loss: 0.0355
Epoch  29 Batch  922/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9460, Loss: 0.0294
Epoch  29 Batch  923/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9457, Loss: 0.0223
Epoch  29 Batch  924/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0410
Epoch  29 Batch  925/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9379, Loss: 0.0229
Epoch  29 Batch  926/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9400, Loss: 0.0371
Epoch  29 Batch  927/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9435, Loss: 0.0372
Epoch  29 Batch  928/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0296
Epoch  29 Batch  929/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9446, Loss: 0.0248
Epoch  29 Batch  930/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9450, Loss: 0.0228
Epoch  29 Batch  931/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9386, Loss: 0.0309
Epoch  29 Batch  932/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9361, Loss: 0.0263
Epoch  29 Batch  933/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9322, Loss: 0.0272
Epoch  29 Batch  934/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9325, Loss: 0.0264
Epoch  29 Batch  935/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9435, Loss: 0.0297
Epoch  29 Batch  936/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9350, Loss: 0.0358
Epoch  29 Batch  937/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9347, Loss: 0.0455
Epoch  29 Batch  938/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9425, Loss: 0.0354
Epoch  29 Batch  939/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9478, Loss: 0.0323
Epoch  29 Batch  940/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9450, Loss: 0.0281
Epoch  29 Batch  941/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0259
Epoch  29 Batch  942/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0352
Epoch  29 Batch  943/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0284
Epoch  29 Batch  944/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9457, Loss: 0.0293
Epoch  29 Batch  945/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9442, Loss: 0.0232
Epoch  29 Batch  946/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9442, Loss: 0.0208
Epoch  29 Batch  947/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9442, Loss: 0.0382
Epoch  29 Batch  948/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9460, Loss: 0.0307
Epoch  29 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9336, Loss: 0.0214
Epoch  29 Batch  950/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9368, Loss: 0.0254
Epoch  29 Batch  951/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0331
Epoch  29 Batch  952/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9375, Loss: 0.0231
Epoch  29 Batch  953/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9435, Loss: 0.0244
Epoch  29 Batch  954/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9435, Loss: 0.0358
Epoch  29 Batch  955/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9478, Loss: 0.0362
Epoch  29 Batch  956/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9432, Loss: 0.0323
Epoch  29 Batch  957/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9432, Loss: 0.0191
Epoch  29 Batch  958/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0313
Epoch  29 Batch  959/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9332, Loss: 0.0324
Epoch  29 Batch  960/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9304, Loss: 0.0273
Epoch  29 Batch  961/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9265, Loss: 0.0215
Epoch  29 Batch  962/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9336, Loss: 0.0335
Epoch  29 Batch  963/1077 - Train Accuracy: 0.9614, Validation Accuracy: 0.9339, Loss: 0.0372
Epoch  29 Batch  964/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9339, Loss: 0.0236
Epoch  29 Batch  965/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9339, Loss: 0.0394
Epoch  29 Batch  966/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9343, Loss: 0.0273
Epoch  29 Batch  967/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0369
Epoch  29 Batch  968/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9322, Loss: 0.0336
Epoch  29 Batch  969/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9343, Loss: 0.0382
Epoch  29 Batch  970/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9368, Loss: 0.0318
Epoch  29 Batch  971/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0352
Epoch  29 Batch  972/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9357, Loss: 0.0374
Epoch  29 Batch  973/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9308, Loss: 0.0222
Epoch  29 Batch  974/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0225
Epoch  29 Batch  975/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9368, Loss: 0.0287
Epoch  29 Batch  976/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9368, Loss: 0.0250
Epoch  29 Batch  977/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9254, Loss: 0.0211
Epoch  29 Batch  978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9300, Loss: 0.0297
Epoch  29 Batch  979/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9300, Loss: 0.0257
Epoch  29 Batch  980/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9350, Loss: 0.0310
Epoch  29 Batch  981/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9300, Loss: 0.0309
Epoch  29 Batch  982/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9343, Loss: 0.0344
Epoch  29 Batch  983/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9414, Loss: 0.0262
Epoch  29 Batch  984/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0337
Epoch  29 Batch  985/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9332, Loss: 0.0253
Epoch  29 Batch  986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9350, Loss: 0.0298
Epoch  29 Batch  987/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9347, Loss: 0.0270
Epoch  29 Batch  988/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9350, Loss: 0.0331
Epoch  29 Batch  989/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0319
Epoch  29 Batch  990/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9400, Loss: 0.0349
Epoch  29 Batch  991/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  29 Batch  992/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9368, Loss: 0.0322
Epoch  29 Batch  993/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9322, Loss: 0.0226
Epoch  29 Batch  994/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9354, Loss: 0.0248
Epoch  29 Batch  995/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9357, Loss: 0.0276
Epoch  29 Batch  996/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9382, Loss: 0.0289
Epoch  29 Batch  997/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9379, Loss: 0.0299
Epoch  29 Batch  998/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0244
Epoch  29 Batch  999/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9421, Loss: 0.0349
Epoch  29 Batch 1000/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0325
Epoch  29 Batch 1001/1077 - Train Accuracy: 0.9393, Validation Accuracy: 0.9371, Loss: 0.0243
Epoch  29 Batch 1002/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9364, Loss: 0.0209
Epoch  29 Batch 1003/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9364, Loss: 0.0298
Epoch  29 Batch 1004/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9315, Loss: 0.0269
Epoch  29 Batch 1005/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9315, Loss: 0.0291
Epoch  29 Batch 1006/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9364, Loss: 0.0279
Epoch  29 Batch 1007/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9425, Loss: 0.0254
Epoch  29 Batch 1008/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9379, Loss: 0.0308
Epoch  29 Batch 1009/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9428, Loss: 0.0209
Epoch  29 Batch 1010/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9350, Loss: 0.0262
Epoch  29 Batch 1011/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9350, Loss: 0.0280
Epoch  29 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9400, Loss: 0.0212
Epoch  29 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0196
Epoch  29 Batch 1014/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9329, Loss: 0.0261
Epoch  29 Batch 1015/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9371, Loss: 0.0364
Epoch  29 Batch 1016/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9318, Loss: 0.0269
Epoch  29 Batch 1017/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9318, Loss: 0.0283
Epoch  29 Batch 1018/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9315, Loss: 0.0368
Epoch  29 Batch 1019/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9315, Loss: 0.0369
Epoch  29 Batch 1020/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0249
Epoch  29 Batch 1021/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9268, Loss: 0.0305
Epoch  29 Batch 1022/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9268, Loss: 0.0233
Epoch  29 Batch 1023/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9361, Loss: 0.0316
Epoch  29 Batch 1024/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0350
Epoch  29 Batch 1025/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9272, Loss: 0.0272
Epoch  29 Batch 1026/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9272, Loss: 0.0329
Epoch  29 Batch 1027/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9176, Loss: 0.0301
Epoch  29 Batch 1028/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9183, Loss: 0.0304
Epoch  29 Batch 1029/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9272, Loss: 0.0244
Epoch  29 Batch 1030/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9272, Loss: 0.0240
Epoch  29 Batch 1031/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9240, Loss: 0.0324
Epoch  29 Batch 1032/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9300, Loss: 0.0300
Epoch  29 Batch 1033/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9343, Loss: 0.0345
Epoch  29 Batch 1034/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9343, Loss: 0.0278
Epoch  29 Batch 1035/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9318, Loss: 0.0220
Epoch  29 Batch 1036/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9318, Loss: 0.0444
Epoch  29 Batch 1037/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9460, Loss: 0.0316
Epoch  29 Batch 1038/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9293, Loss: 0.0385
Epoch  29 Batch 1039/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9290, Loss: 0.0243
Epoch  29 Batch 1040/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9290, Loss: 0.0280
Epoch  29 Batch 1041/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9293, Loss: 0.0328
Epoch  29 Batch 1042/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9297, Loss: 0.0279
Epoch  29 Batch 1043/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9325, Loss: 0.0441
Epoch  29 Batch 1044/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9382, Loss: 0.0338
Epoch  29 Batch 1045/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0293
Epoch  29 Batch 1046/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9297, Loss: 0.0215
Epoch  29 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9268, Loss: 0.0239
Epoch  29 Batch 1048/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9222, Loss: 0.0333
Epoch  29 Batch 1049/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9222, Loss: 0.0331
Epoch  29 Batch 1050/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9268, Loss: 0.0217
Epoch  29 Batch 1051/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9308, Loss: 0.0379
Epoch  29 Batch 1052/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0226
Epoch  29 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9357, Loss: 0.0326
Epoch  29 Batch 1054/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0291
Epoch  29 Batch 1055/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0352
Epoch  29 Batch 1056/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9421, Loss: 0.0260
Epoch  29 Batch 1057/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9421, Loss: 0.0319
Epoch  29 Batch 1058/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9425, Loss: 0.0340
Epoch  29 Batch 1059/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9389, Loss: 0.0325
Epoch  29 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9411, Loss: 0.0255
Epoch  29 Batch 1061/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0436
Epoch  29 Batch 1062/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9411, Loss: 0.0380
Epoch  29 Batch 1063/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9386, Loss: 0.0308
Epoch  29 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9382, Loss: 0.0298
Epoch  29 Batch 1065/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0340
Epoch  29 Batch 1066/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9474, Loss: 0.0229
Epoch  29 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0324
Epoch  29 Batch 1068/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9474, Loss: 0.0207
Epoch  29 Batch 1069/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9425, Loss: 0.0227
Epoch  29 Batch 1070/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9450, Loss: 0.0307
Epoch  29 Batch 1071/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9432, Loss: 0.0306
Epoch  29 Batch 1072/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9432, Loss: 0.0291
Epoch  29 Batch 1073/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0306
Epoch  29 Batch 1074/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9439, Loss: 0.0380
Epoch  29 Batch 1075/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9435, Loss: 0.0328
Epoch  30 Batch    1/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9386, Loss: 0.0236
Epoch  30 Batch    2/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9386, Loss: 0.0335
Epoch  30 Batch    3/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9439, Loss: 0.0368
Epoch  30 Batch    4/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0296
Epoch  30 Batch    5/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0450
Epoch  30 Batch    6/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9411, Loss: 0.0260
Epoch  30 Batch    7/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9407, Loss: 0.0254
Epoch  30 Batch    8/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9400, Loss: 0.0276
Epoch  30 Batch    9/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0294
Epoch  30 Batch   10/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9339, Loss: 0.0300
Epoch  30 Batch   11/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9368, Loss: 0.0367
Epoch  30 Batch   12/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9361, Loss: 0.0242
Epoch  30 Batch   13/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9382, Loss: 0.0438
Epoch  30 Batch   14/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9446, Loss: 0.0251
Epoch  30 Batch   15/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0258
Epoch  30 Batch   16/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9396, Loss: 0.0286
Epoch  30 Batch   17/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0267
Epoch  30 Batch   18/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9403, Loss: 0.0312
Epoch  30 Batch   19/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9382, Loss: 0.0263
Epoch  30 Batch   20/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9432, Loss: 0.0289
Epoch  30 Batch   21/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9389, Loss: 0.0331
Epoch  30 Batch   22/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0316
Epoch  30 Batch   23/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9268, Loss: 0.0227
Epoch  30 Batch   24/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9265, Loss: 0.0334
Epoch  30 Batch   25/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9265, Loss: 0.0203
Epoch  30 Batch   26/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9268, Loss: 0.0366
Epoch  30 Batch   27/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9364, Loss: 0.0213
Epoch  30 Batch   28/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9407, Loss: 0.0286
Epoch  30 Batch   29/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0335
Epoch  30 Batch   30/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0298
Epoch  30 Batch   31/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0270
Epoch  30 Batch   32/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0245
Epoch  30 Batch   33/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9325, Loss: 0.0237
Epoch  30 Batch   34/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9325, Loss: 0.0277
Epoch  30 Batch   35/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9293, Loss: 0.0311
Epoch  30 Batch   36/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9265, Loss: 0.0279
Epoch  30 Batch   37/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9300, Loss: 0.0267
Epoch  30 Batch   38/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9350, Loss: 0.0388
Epoch  30 Batch   39/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9350, Loss: 0.0387
Epoch  30 Batch   40/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9311, Loss: 0.0237
Epoch  30 Batch   41/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9279, Loss: 0.0214
Epoch  30 Batch   42/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9283, Loss: 0.0361
Epoch  30 Batch   43/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9283, Loss: 0.0199
Epoch  30 Batch   44/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9286, Loss: 0.0211
Epoch  30 Batch   45/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9272, Loss: 0.0316
Epoch  30 Batch   46/1077 - Train Accuracy: 0.9190, Validation Accuracy: 0.9286, Loss: 0.0378
Epoch  30 Batch   47/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0286
Epoch  30 Batch   48/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9389, Loss: 0.0388
Epoch  30 Batch   49/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9457, Loss: 0.0383
Epoch  30 Batch   50/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9336, Loss: 0.0304
Epoch  30 Batch   51/1077 - Train Accuracy: 0.9219, Validation Accuracy: 0.9251, Loss: 0.0304
Epoch  30 Batch   52/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9251, Loss: 0.0393
Epoch  30 Batch   53/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9251, Loss: 0.0285
Epoch  30 Batch   54/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9247, Loss: 0.0503
Epoch  30 Batch   55/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9247, Loss: 0.0276
Epoch  30 Batch   56/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9240, Loss: 0.0240
Epoch  30 Batch   57/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9297, Loss: 0.0346
Epoch  30 Batch   58/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0307
Epoch  30 Batch   59/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9247, Loss: 0.0292
Epoch  30 Batch   60/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9379, Loss: 0.0204
Epoch  30 Batch   61/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9343, Loss: 0.0337
Epoch  30 Batch   62/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9343, Loss: 0.0350
Epoch  30 Batch   63/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9389, Loss: 0.0260
Epoch  30 Batch   64/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9375, Loss: 0.0293
Epoch  30 Batch   65/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9329, Loss: 0.0265
Epoch  30 Batch   66/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9268, Loss: 0.0187
Epoch  30 Batch   67/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9311, Loss: 0.0270
Epoch  30 Batch   68/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9158, Loss: 0.0397
Epoch  30 Batch   69/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9254, Loss: 0.0410
Epoch  30 Batch   70/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9297, Loss: 0.0358
Epoch  30 Batch   71/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9350, Loss: 0.0218
Epoch  30 Batch   72/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0290
Epoch  30 Batch   73/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9308, Loss: 0.0294
Epoch  30 Batch   74/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9361, Loss: 0.0307
Epoch  30 Batch   75/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9421, Loss: 0.0435
Epoch  30 Batch   76/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0252
Epoch  30 Batch   77/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0280
Epoch  30 Batch   78/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9428, Loss: 0.0322
Epoch  30 Batch   79/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9329, Loss: 0.0282
Epoch  30 Batch   80/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9329, Loss: 0.0270
Epoch  30 Batch   81/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9354, Loss: 0.0240
Epoch  30 Batch   82/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9403, Loss: 0.0325
Epoch  30 Batch   83/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0249
Epoch  30 Batch   84/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9403, Loss: 0.0265
Epoch  30 Batch   85/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9379, Loss: 0.0329
Epoch  30 Batch   86/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9396, Loss: 0.0294
Epoch  30 Batch   87/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9396, Loss: 0.0375
Epoch  30 Batch   88/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9375, Loss: 0.0368
Epoch  30 Batch   89/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9379, Loss: 0.0355
Epoch  30 Batch   90/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9382, Loss: 0.0246
Epoch  30 Batch   91/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9329, Loss: 0.0266
Epoch  30 Batch   92/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9371, Loss: 0.0292
Epoch  30 Batch   93/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9400, Loss: 0.0277
Epoch  30 Batch   94/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9322, Loss: 0.0235
Epoch  30 Batch   95/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9421, Loss: 0.0325
Epoch  30 Batch   96/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9421, Loss: 0.0320
Epoch  30 Batch   97/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9371, Loss: 0.0336
Epoch  30 Batch   98/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9375, Loss: 0.0366
Epoch  30 Batch   99/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9379, Loss: 0.0256
Epoch  30 Batch  100/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9379, Loss: 0.0281
Epoch  30 Batch  101/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9439, Loss: 0.0266
Epoch  30 Batch  102/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0247
Epoch  30 Batch  103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9347, Loss: 0.0373
Epoch  30 Batch  104/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9329, Loss: 0.0316
Epoch  30 Batch  105/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9283, Loss: 0.0253
Epoch  30 Batch  106/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9304, Loss: 0.0303
Epoch  30 Batch  107/1077 - Train Accuracy: 0.9163, Validation Accuracy: 0.9279, Loss: 0.0327
Epoch  30 Batch  108/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9361, Loss: 0.0368
Epoch  30 Batch  109/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0298
Epoch  30 Batch  110/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9482, Loss: 0.0240
Epoch  30 Batch  111/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0277
Epoch  30 Batch  112/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9489, Loss: 0.0252
Epoch  30 Batch  113/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9435, Loss: 0.0375
Epoch  30 Batch  114/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9432, Loss: 0.0233
Epoch  30 Batch  115/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0374
Epoch  30 Batch  116/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9450, Loss: 0.0468
Epoch  30 Batch  117/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0308
Epoch  30 Batch  118/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9474, Loss: 0.0325
Epoch  30 Batch  119/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9425, Loss: 0.0218
Epoch  30 Batch  120/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9474, Loss: 0.0375
Epoch  30 Batch  121/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9478, Loss: 0.0292
Epoch  30 Batch  122/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9478, Loss: 0.0264
Epoch  30 Batch  123/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0225
Epoch  30 Batch  124/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0380
Epoch  30 Batch  125/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9474, Loss: 0.0409
Epoch  30 Batch  126/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9471, Loss: 0.0293
Epoch  30 Batch  127/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9418, Loss: 0.0272
Epoch  30 Batch  128/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9375, Loss: 0.0271
Epoch  30 Batch  129/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0388
Epoch  30 Batch  130/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9496, Loss: 0.0297
Epoch  30 Batch  131/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0336
Epoch  30 Batch  132/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0252
Epoch  30 Batch  133/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  30 Batch  134/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9513, Loss: 0.0281
Epoch  30 Batch  135/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9414, Loss: 0.0301
Epoch  30 Batch  136/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9414, Loss: 0.0244
Epoch  30 Batch  137/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9467, Loss: 0.0297
Epoch  30 Batch  138/1077 - Train Accuracy: 0.9051, Validation Accuracy: 0.9482, Loss: 0.0332
Epoch  30 Batch  139/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9446, Loss: 0.0310
Epoch  30 Batch  140/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9446, Loss: 0.0246
Epoch  30 Batch  141/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0273
Epoch  30 Batch  142/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9542, Loss: 0.0293
Epoch  30 Batch  143/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9542, Loss: 0.0307
Epoch  30 Batch  144/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9499, Loss: 0.0417
Epoch  30 Batch  145/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0290
Epoch  30 Batch  146/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9531, Loss: 0.0659
Epoch  30 Batch  147/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9457, Loss: 0.0265
Epoch  30 Batch  148/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9499, Loss: 0.0319
Epoch  30 Batch  149/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0256
Epoch  30 Batch  150/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0305
Epoch  30 Batch  151/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9542, Loss: 0.0221
Epoch  30 Batch  152/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9538, Loss: 0.0406
Epoch  30 Batch  153/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9588, Loss: 0.0410
Epoch  30 Batch  154/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9588, Loss: 0.0296
Epoch  30 Batch  155/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0236
Epoch  30 Batch  156/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0187
Epoch  30 Batch  157/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9592, Loss: 0.0239
Epoch  30 Batch  158/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9499, Loss: 0.0319
Epoch  30 Batch  159/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0294
Epoch  30 Batch  160/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0266
Epoch  30 Batch  161/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0201
Epoch  30 Batch  162/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0334
Epoch  30 Batch  163/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0399
Epoch  30 Batch  164/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9471, Loss: 0.0282
Epoch  30 Batch  165/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9403, Loss: 0.0450
Epoch  30 Batch  166/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0323
Epoch  30 Batch  167/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9403, Loss: 0.0317
Epoch  30 Batch  168/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9396, Loss: 0.0373
Epoch  30 Batch  169/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9393, Loss: 0.0290
Epoch  30 Batch  170/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9347, Loss: 0.0327
Epoch  30 Batch  171/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9464, Loss: 0.0255
Epoch  30 Batch  172/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9446, Loss: 0.0245
Epoch  30 Batch  173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9450, Loss: 0.0311
Epoch  30 Batch  174/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0230
Epoch  30 Batch  175/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9450, Loss: 0.0389
Epoch  30 Batch  176/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9482, Loss: 0.0316
Epoch  30 Batch  177/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9464, Loss: 0.0348
Epoch  30 Batch  178/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9414, Loss: 0.0298
Epoch  30 Batch  179/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9364, Loss: 0.0301
Epoch  30 Batch  180/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9350, Loss: 0.0259
Epoch  30 Batch  181/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9396, Loss: 0.0335
Epoch  30 Batch  182/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9396, Loss: 0.0375
Epoch  30 Batch  183/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9442, Loss: 0.0363
Epoch  30 Batch  184/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9393, Loss: 0.0330
Epoch  30 Batch  185/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9489, Loss: 0.0316
Epoch  30 Batch  186/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9489, Loss: 0.0312
Epoch  30 Batch  187/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0262
Epoch  30 Batch  188/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0342
Epoch  30 Batch  189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0276
Epoch  30 Batch  190/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0265
Epoch  30 Batch  191/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9386, Loss: 0.0231
Epoch  30 Batch  192/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9411, Loss: 0.0350
Epoch  30 Batch  193/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0247
Epoch  30 Batch  194/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9414, Loss: 0.0223
Epoch  30 Batch  195/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9368, Loss: 0.0263
Epoch  30 Batch  196/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9418, Loss: 0.0238
Epoch  30 Batch  197/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9339, Loss: 0.0308
Epoch  30 Batch  198/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9432, Loss: 0.0305
Epoch  30 Batch  199/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0270
Epoch  30 Batch  200/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9418, Loss: 0.0290
Epoch  30 Batch  201/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9464, Loss: 0.0261
Epoch  30 Batch  202/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9446, Loss: 0.0251
Epoch  30 Batch  203/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9496, Loss: 0.0345
Epoch  30 Batch  204/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9496, Loss: 0.0500
Epoch  30 Batch  205/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9503, Loss: 0.0368
Epoch  30 Batch  206/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0227
Epoch  30 Batch  207/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0269
Epoch  30 Batch  208/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9382, Loss: 0.0242
Epoch  30 Batch  209/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9311, Loss: 0.0242
Epoch  30 Batch  210/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9254, Loss: 0.0296
Epoch  30 Batch  211/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9268, Loss: 0.0270
Epoch  30 Batch  212/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9226, Loss: 0.0261
Epoch  30 Batch  213/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9304, Loss: 0.0223
Epoch  30 Batch  214/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9322, Loss: 0.0262
Epoch  30 Batch  215/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0313
Epoch  30 Batch  216/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0254
Epoch  30 Batch  217/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9350, Loss: 0.0231
Epoch  30 Batch  218/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9371, Loss: 0.0306
Epoch  30 Batch  219/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9371, Loss: 0.0235
Epoch  30 Batch  220/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0338
Epoch  30 Batch  221/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9467, Loss: 0.0280
Epoch  30 Batch  222/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0299
Epoch  30 Batch  223/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9414, Loss: 0.0287
Epoch  30 Batch  224/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9432, Loss: 0.0297
Epoch  30 Batch  225/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0409
Epoch  30 Batch  226/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0291
Epoch  30 Batch  227/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9407, Loss: 0.0329
Epoch  30 Batch  228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0216
Epoch  30 Batch  229/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9418, Loss: 0.0273
Epoch  30 Batch  230/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0278
Epoch  30 Batch  231/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0335
Epoch  30 Batch  232/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0288
Epoch  30 Batch  233/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0409
Epoch  30 Batch  234/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9460, Loss: 0.0343
Epoch  30 Batch  235/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9485, Loss: 0.0341
Epoch  30 Batch  236/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0327
Epoch  30 Batch  237/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0255
Epoch  30 Batch  238/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0275
Epoch  30 Batch  239/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9482, Loss: 0.0226
Epoch  30 Batch  240/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9482, Loss: 0.0213
Epoch  30 Batch  241/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9474, Loss: 0.0213
Epoch  30 Batch  242/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0278
Epoch  30 Batch  243/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9421, Loss: 0.0336
Epoch  30 Batch  244/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9375, Loss: 0.0242
Epoch  30 Batch  245/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9343, Loss: 0.0293
Epoch  30 Batch  246/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9343, Loss: 0.0271
Epoch  30 Batch  247/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9339, Loss: 0.0259
Epoch  30 Batch  248/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9418, Loss: 0.0291
Epoch  30 Batch  249/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9393, Loss: 0.0240
Epoch  30 Batch  250/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0283
Epoch  30 Batch  251/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9347, Loss: 0.0325
Epoch  30 Batch  252/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0359
Epoch  30 Batch  253/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9442, Loss: 0.0320
Epoch  30 Batch  254/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9446, Loss: 0.0338
Epoch  30 Batch  255/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9439, Loss: 0.0236
Epoch  30 Batch  256/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9371, Loss: 0.0507
Epoch  30 Batch  257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9400, Loss: 0.0325
Epoch  30 Batch  258/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9421, Loss: 0.0291
Epoch  30 Batch  259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  30 Batch  260/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9467, Loss: 0.0222
Epoch  30 Batch  261/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0271
Epoch  30 Batch  262/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9492, Loss: 0.0256
Epoch  30 Batch  263/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0241
Epoch  30 Batch  264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0267
Epoch  30 Batch  265/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9407, Loss: 0.0280
Epoch  30 Batch  266/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9400, Loss: 0.0310
Epoch  30 Batch  267/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9400, Loss: 0.0225
Epoch  30 Batch  268/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9492, Loss: 0.0335
Epoch  30 Batch  269/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9492, Loss: 0.0374
Epoch  30 Batch  270/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9453, Loss: 0.0372
Epoch  30 Batch  271/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9450, Loss: 0.0273
Epoch  30 Batch  272/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9503, Loss: 0.0547
Epoch  30 Batch  273/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9482, Loss: 0.0257
Epoch  30 Batch  274/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9361, Loss: 0.0314
Epoch  30 Batch  275/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9379, Loss: 0.0293
Epoch  30 Batch  276/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9354, Loss: 0.0431
Epoch  30 Batch  277/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9276, Loss: 0.0225
Epoch  30 Batch  278/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9276, Loss: 0.0378
Epoch  30 Batch  279/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9375, Loss: 0.0336
Epoch  30 Batch  280/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9538, Loss: 0.0343
Epoch  30 Batch  281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0346
Epoch  30 Batch  282/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9489, Loss: 0.0376
Epoch  30 Batch  283/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9389, Loss: 0.0287
Epoch  30 Batch  284/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9339, Loss: 0.0301
Epoch  30 Batch  285/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0314
Epoch  30 Batch  286/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9396, Loss: 0.0267
Epoch  30 Batch  287/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9368, Loss: 0.0335
Epoch  30 Batch  288/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9396, Loss: 0.0368
Epoch  30 Batch  289/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0287
Epoch  30 Batch  290/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9325, Loss: 0.0463
Epoch  30 Batch  291/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9350, Loss: 0.0458
Epoch  30 Batch  292/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9393, Loss: 0.0292
Epoch  30 Batch  293/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9396, Loss: 0.0281
Epoch  30 Batch  294/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  30 Batch  295/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9308, Loss: 0.0371
Epoch  30 Batch  296/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9308, Loss: 0.0276
Epoch  30 Batch  297/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9283, Loss: 0.0325
Epoch  30 Batch  298/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9357, Loss: 0.0381
Epoch  30 Batch  299/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9354, Loss: 0.0316
Epoch  30 Batch  300/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9322, Loss: 0.0195
Epoch  30 Batch  301/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9439, Loss: 0.0258
Epoch  30 Batch  302/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0299
Epoch  30 Batch  303/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0351
Epoch  30 Batch  304/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9446, Loss: 0.0278
Epoch  30 Batch  305/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9442, Loss: 0.0291
Epoch  30 Batch  306/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9442, Loss: 0.0407
Epoch  30 Batch  307/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9368, Loss: 0.0266
Epoch  30 Batch  308/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9403, Loss: 0.0356
Epoch  30 Batch  309/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9403, Loss: 0.0227
Epoch  30 Batch  310/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9450, Loss: 0.0287
Epoch  30 Batch  311/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9450, Loss: 0.0265
Epoch  30 Batch  312/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0344
Epoch  30 Batch  313/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9403, Loss: 0.0229
Epoch  30 Batch  314/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9432, Loss: 0.0358
Epoch  30 Batch  315/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9432, Loss: 0.0261
Epoch  30 Batch  316/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9496, Loss: 0.0333
Epoch  30 Batch  317/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0313
Epoch  30 Batch  318/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9435, Loss: 0.0246
Epoch  30 Batch  319/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9371, Loss: 0.0364
Epoch  30 Batch  320/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0403
Epoch  30 Batch  321/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9371, Loss: 0.0269
Epoch  30 Batch  322/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9382, Loss: 0.0280
Epoch  30 Batch  323/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0288
Epoch  30 Batch  324/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9329, Loss: 0.0295
Epoch  30 Batch  325/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9315, Loss: 0.0299
Epoch  30 Batch  326/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9315, Loss: 0.0257
Epoch  30 Batch  327/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9364, Loss: 0.0363
Epoch  30 Batch  328/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9368, Loss: 0.0341
Epoch  30 Batch  329/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9322, Loss: 0.0297
Epoch  30 Batch  330/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9322, Loss: 0.0339
Epoch  30 Batch  331/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9375, Loss: 0.0269
Epoch  30 Batch  332/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9343, Loss: 0.0209
Epoch  30 Batch  333/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0257
Epoch  30 Batch  334/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0281
Epoch  30 Batch  335/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0304
Epoch  30 Batch  336/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9446, Loss: 0.0647
Epoch  30 Batch  337/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9350, Loss: 0.0312
Epoch  30 Batch  338/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9343, Loss: 0.0406
Epoch  30 Batch  339/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9389, Loss: 0.0208
Epoch  30 Batch  340/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9386, Loss: 0.0265
Epoch  30 Batch  341/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9336, Loss: 0.0392
Epoch  30 Batch  342/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9336, Loss: 0.0266
Epoch  30 Batch  343/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9318, Loss: 0.0365
Epoch  30 Batch  344/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9396, Loss: 0.0313
Epoch  30 Batch  345/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9400, Loss: 0.0249
Epoch  30 Batch  346/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9432, Loss: 0.0319
Epoch  30 Batch  347/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0244
Epoch  30 Batch  348/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9457, Loss: 0.0307
Epoch  30 Batch  349/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0264
Epoch  30 Batch  350/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9354, Loss: 0.0257
Epoch  30 Batch  351/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9407, Loss: 0.0289
Epoch  30 Batch  352/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9272, Loss: 0.0207
Epoch  30 Batch  353/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9297, Loss: 0.0303
Epoch  30 Batch  354/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9297, Loss: 0.0346
Epoch  30 Batch  355/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9297, Loss: 0.0287
Epoch  30 Batch  356/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9361, Loss: 0.0305
Epoch  30 Batch  357/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9322, Loss: 0.0354
Epoch  30 Batch  358/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9350, Loss: 0.0380
Epoch  30 Batch  359/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9354, Loss: 0.0301
Epoch  30 Batch  360/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9297, Loss: 0.0270
Epoch  30 Batch  361/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9375, Loss: 0.0240
Epoch  30 Batch  362/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9425, Loss: 0.0399
Epoch  30 Batch  363/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9411, Loss: 0.0299
Epoch  30 Batch  364/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9407, Loss: 0.0428
Epoch  30 Batch  365/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9403, Loss: 0.0218
Epoch  30 Batch  366/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9354, Loss: 0.0247
Epoch  30 Batch  367/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9393, Loss: 0.0175
Epoch  30 Batch  368/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9393, Loss: 0.0316
Epoch  30 Batch  369/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9396, Loss: 0.0282
Epoch  30 Batch  370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9400, Loss: 0.0296
Epoch  30 Batch  371/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9400, Loss: 0.0225
Epoch  30 Batch  372/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9382, Loss: 0.0214
Epoch  30 Batch  373/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9379, Loss: 0.0210
Epoch  30 Batch  374/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9357, Loss: 0.0328
Epoch  30 Batch  375/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9354, Loss: 0.0237
Epoch  30 Batch  376/1077 - Train Accuracy: 0.9425, Validation Accuracy: 0.9354, Loss: 0.0325
Epoch  30 Batch  377/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9393, Loss: 0.0289
Epoch  30 Batch  378/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0210
Epoch  30 Batch  379/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9343, Loss: 0.0416
Epoch  30 Batch  380/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9407, Loss: 0.0267
Epoch  30 Batch  381/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9457, Loss: 0.0337
Epoch  30 Batch  382/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9506, Loss: 0.0400
Epoch  30 Batch  383/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0295
Epoch  30 Batch  384/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0223
Epoch  30 Batch  385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0235
Epoch  30 Batch  386/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9521, Loss: 0.0256
Epoch  30 Batch  387/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0262
Epoch  30 Batch  388/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9503, Loss: 0.0443
Epoch  30 Batch  389/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9457, Loss: 0.0317
Epoch  30 Batch  390/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9503, Loss: 0.0432
Epoch  30 Batch  391/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9379, Loss: 0.0330
Epoch  30 Batch  392/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9428, Loss: 0.0376
Epoch  30 Batch  393/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9474, Loss: 0.0252
Epoch  30 Batch  394/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9474, Loss: 0.0276
Epoch  30 Batch  395/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0301
Epoch  30 Batch  396/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0326
Epoch  30 Batch  397/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9382, Loss: 0.0301
Epoch  30 Batch  398/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9453, Loss: 0.0305
Epoch  30 Batch  399/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9304, Loss: 0.0268
Epoch  30 Batch  400/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9343, Loss: 0.0299
Epoch  30 Batch  401/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9414, Loss: 0.0263
Epoch  30 Batch  402/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0251
Epoch  30 Batch  403/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9368, Loss: 0.0423
Epoch  30 Batch  404/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9304, Loss: 0.0302
Epoch  30 Batch  405/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9311, Loss: 0.0357
Epoch  30 Batch  406/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9354, Loss: 0.0268
Epoch  30 Batch  407/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0321
Epoch  30 Batch  408/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9254, Loss: 0.0335
Epoch  30 Batch  409/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9258, Loss: 0.0328
Epoch  30 Batch  410/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9400, Loss: 0.0389
Epoch  30 Batch  411/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9414, Loss: 0.0299
Epoch  30 Batch  412/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0296
Epoch  30 Batch  413/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9368, Loss: 0.0263
Epoch  30 Batch  414/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  30 Batch  415/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9368, Loss: 0.0328
Epoch  30 Batch  416/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9407, Loss: 0.0235
Epoch  30 Batch  417/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0404
Epoch  30 Batch  418/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9364, Loss: 0.0262
Epoch  30 Batch  419/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9343, Loss: 0.0271
Epoch  30 Batch  420/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9297, Loss: 0.0216
Epoch  30 Batch  421/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9393, Loss: 0.0467
Epoch  30 Batch  422/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9414, Loss: 0.0253
Epoch  30 Batch  423/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9368, Loss: 0.0311
Epoch  30 Batch  424/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0271
Epoch  30 Batch  425/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9354, Loss: 0.0254
Epoch  30 Batch  426/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9293, Loss: 0.0336
Epoch  30 Batch  427/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0262
Epoch  30 Batch  428/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9339, Loss: 0.0259
Epoch  30 Batch  429/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9343, Loss: 0.0250
Epoch  30 Batch  430/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9304, Loss: 0.0240
Epoch  30 Batch  431/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9371, Loss: 0.0225
Epoch  30 Batch  432/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0296
Epoch  30 Batch  433/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9329, Loss: 0.0338
Epoch  30 Batch  434/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0297
Epoch  30 Batch  435/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9261, Loss: 0.0333
Epoch  30 Batch  436/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9265, Loss: 0.0310
Epoch  30 Batch  437/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9268, Loss: 0.0247
Epoch  30 Batch  438/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9339, Loss: 0.0253
Epoch  30 Batch  439/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0328
Epoch  30 Batch  440/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9379, Loss: 0.0359
Epoch  30 Batch  441/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9283, Loss: 0.0309
Epoch  30 Batch  442/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9261, Loss: 0.0344
Epoch  30 Batch  443/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9222, Loss: 0.0257
Epoch  30 Batch  444/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9229, Loss: 0.0292
Epoch  30 Batch  445/1077 - Train Accuracy: 0.9182, Validation Accuracy: 0.9233, Loss: 0.0351
Epoch  30 Batch  446/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9233, Loss: 0.0215
Epoch  30 Batch  447/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9350, Loss: 0.0261
Epoch  30 Batch  448/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9347, Loss: 0.0352
Epoch  30 Batch  449/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9379, Loss: 0.0382
Epoch  30 Batch  450/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9311, Loss: 0.0313
Epoch  30 Batch  451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9350, Loss: 0.0303
Epoch  30 Batch  452/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9343, Loss: 0.0249
Epoch  30 Batch  453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9343, Loss: 0.0264
Epoch  30 Batch  454/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9339, Loss: 0.0407
Epoch  30 Batch  455/1077 - Train Accuracy: 0.9709, Validation Accuracy: 0.9425, Loss: 0.0324
Epoch  30 Batch  456/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0329
Epoch  30 Batch  457/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0242
Epoch  30 Batch  458/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9432, Loss: 0.0318
Epoch  30 Batch  459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0288
Epoch  30 Batch  460/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9361, Loss: 0.0293
Epoch  30 Batch  461/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9411, Loss: 0.0263
Epoch  30 Batch  462/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9407, Loss: 0.0310
Epoch  30 Batch  463/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9357, Loss: 0.0285
Epoch  30 Batch  464/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9396, Loss: 0.0294
Epoch  30 Batch  465/1077 - Train Accuracy: 0.9268, Validation Accuracy: 0.9279, Loss: 0.0463
Epoch  30 Batch  466/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9279, Loss: 0.0298
Epoch  30 Batch  467/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9272, Loss: 0.0371
Epoch  30 Batch  468/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9300, Loss: 0.0281
Epoch  30 Batch  469/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9293, Loss: 0.0253
Epoch  30 Batch  470/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9279, Loss: 0.0326
Epoch  30 Batch  471/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9226, Loss: 0.0215
Epoch  30 Batch  472/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9219, Loss: 0.0255
Epoch  30 Batch  473/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9276, Loss: 0.0294
Epoch  30 Batch  474/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9318, Loss: 0.0302
Epoch  30 Batch  475/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9414, Loss: 0.0329
Epoch  30 Batch  476/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9496, Loss: 0.0224
Epoch  30 Batch  477/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0328
Epoch  30 Batch  478/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9450, Loss: 0.0290
Epoch  30 Batch  479/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9503, Loss: 0.0358
Epoch  30 Batch  480/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9496, Loss: 0.0293
Epoch  30 Batch  481/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0299
Epoch  30 Batch  482/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9347, Loss: 0.0305
Epoch  30 Batch  483/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9304, Loss: 0.0399
Epoch  30 Batch  484/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9308, Loss: 0.0322
Epoch  30 Batch  485/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9290, Loss: 0.0314
Epoch  30 Batch  486/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9286, Loss: 0.0236
Epoch  30 Batch  487/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9276, Loss: 0.0244
Epoch  30 Batch  488/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9283, Loss: 0.0226
Epoch  30 Batch  489/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9237, Loss: 0.0288
Epoch  30 Batch  490/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9308, Loss: 0.0337
Epoch  30 Batch  491/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0407
Epoch  30 Batch  492/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0362
Epoch  30 Batch  493/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9364, Loss: 0.0206
Epoch  30 Batch  494/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9361, Loss: 0.0222
Epoch  30 Batch  495/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9357, Loss: 0.0261
Epoch  30 Batch  496/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9414, Loss: 0.0304
Epoch  30 Batch  497/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9371, Loss: 0.0349
Epoch  30 Batch  498/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9325, Loss: 0.0300
Epoch  30 Batch  499/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0304
Epoch  30 Batch  500/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9350, Loss: 0.0259
Epoch  30 Batch  501/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9226, Loss: 0.0235
Epoch  30 Batch  502/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9293, Loss: 0.0357
Epoch  30 Batch  503/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0269
Epoch  30 Batch  504/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9400, Loss: 0.0265
Epoch  30 Batch  505/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9428, Loss: 0.0249
Epoch  30 Batch  506/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9382, Loss: 0.0319
Epoch  30 Batch  507/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9382, Loss: 0.0325
Epoch  30 Batch  508/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9407, Loss: 0.0256
Epoch  30 Batch  509/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9407, Loss: 0.0358
Epoch  30 Batch  510/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9553, Loss: 0.0280
Epoch  30 Batch  511/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  30 Batch  512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9467, Loss: 0.0208
Epoch  30 Batch  513/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9446, Loss: 0.0321
Epoch  30 Batch  514/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9336, Loss: 0.0273
Epoch  30 Batch  515/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9339, Loss: 0.0271
Epoch  30 Batch  516/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9297, Loss: 0.0297
Epoch  30 Batch  517/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9347, Loss: 0.0334
Epoch  30 Batch  518/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0261
Epoch  30 Batch  519/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9418, Loss: 0.0336
Epoch  30 Batch  520/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9418, Loss: 0.0226
Epoch  30 Batch  521/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9464, Loss: 0.0267
Epoch  30 Batch  522/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9464, Loss: 0.0395
Epoch  30 Batch  523/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0298
Epoch  30 Batch  524/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9418, Loss: 0.0312
Epoch  30 Batch  525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0262
Epoch  30 Batch  526/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0236
Epoch  30 Batch  527/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9354, Loss: 0.0283
Epoch  30 Batch  528/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9354, Loss: 0.0320
Epoch  30 Batch  529/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9400, Loss: 0.0285
Epoch  30 Batch  530/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0321
Epoch  30 Batch  531/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9425, Loss: 0.0305
Epoch  30 Batch  532/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9425, Loss: 0.0392
Epoch  30 Batch  533/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0240
Epoch  30 Batch  534/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9276, Loss: 0.0394
Epoch  30 Batch  535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9347, Loss: 0.0262
Epoch  30 Batch  536/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9347, Loss: 0.0352
Epoch  30 Batch  537/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9375, Loss: 0.0248
Epoch  30 Batch  538/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9268, Loss: 0.0247
Epoch  30 Batch  539/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9293, Loss: 0.0368
Epoch  30 Batch  540/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9368, Loss: 0.0239
Epoch  30 Batch  541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9354, Loss: 0.0271
Epoch  30 Batch  542/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9407, Loss: 0.0285
Epoch  30 Batch  543/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9354, Loss: 0.0250
Epoch  30 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0188
Epoch  30 Batch  545/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0280
Epoch  30 Batch  546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0316
Epoch  30 Batch  547/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9311, Loss: 0.0268
Epoch  30 Batch  548/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9251, Loss: 0.0385
Epoch  30 Batch  549/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9329, Loss: 0.0373
Epoch  30 Batch  550/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9425, Loss: 0.0281
Epoch  30 Batch  551/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9371, Loss: 0.0344
Epoch  30 Batch  552/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9371, Loss: 0.0338
Epoch  30 Batch  553/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0379
Epoch  30 Batch  554/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0279
Epoch  30 Batch  555/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9421, Loss: 0.0272
Epoch  30 Batch  556/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9421, Loss: 0.0225
Epoch  30 Batch  557/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9339, Loss: 0.0256
Epoch  30 Batch  558/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9300, Loss: 0.0217
Epoch  30 Batch  559/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9325, Loss: 0.0338
Epoch  30 Batch  560/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9233, Loss: 0.0298
Epoch  30 Batch  561/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9219, Loss: 0.0274
Epoch  30 Batch  562/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9219, Loss: 0.0248
Epoch  30 Batch  563/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9219, Loss: 0.0340
Epoch  30 Batch  564/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9265, Loss: 0.0362
Epoch  30 Batch  565/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9286, Loss: 0.0403
Epoch  30 Batch  566/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9379, Loss: 0.0304
Epoch  30 Batch  567/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9354, Loss: 0.0327
Epoch  30 Batch  568/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9318, Loss: 0.0251
Epoch  30 Batch  569/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9268, Loss: 0.0353
Epoch  30 Batch  570/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9268, Loss: 0.0372
Epoch  30 Batch  571/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9300, Loss: 0.0233
Epoch  30 Batch  572/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9357, Loss: 0.0281
Epoch  30 Batch  573/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9414, Loss: 0.0478
Epoch  30 Batch  574/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0299
Epoch  30 Batch  575/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9538, Loss: 0.0275
Epoch  30 Batch  576/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9489, Loss: 0.0254
Epoch  30 Batch  577/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9396, Loss: 0.0279
Epoch  30 Batch  578/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0257
Epoch  30 Batch  579/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9442, Loss: 0.0301
Epoch  30 Batch  580/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9450, Loss: 0.0239
Epoch  30 Batch  581/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9496, Loss: 0.0193
Epoch  30 Batch  582/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9549, Loss: 0.0240
Epoch  30 Batch  583/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9577, Loss: 0.0364
Epoch  30 Batch  584/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9496, Loss: 0.0339
Epoch  30 Batch  585/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9496, Loss: 0.0206
Epoch  30 Batch  586/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9524, Loss: 0.0207
Epoch  30 Batch  587/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9521, Loss: 0.0326
Epoch  30 Batch  588/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9478, Loss: 0.0266
Epoch  30 Batch  589/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9453, Loss: 0.0244
Epoch  30 Batch  590/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9450, Loss: 0.0325
Epoch  30 Batch  591/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9499, Loss: 0.0294
Epoch  30 Batch  592/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0328
Epoch  30 Batch  593/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9528, Loss: 0.0445
Epoch  30 Batch  594/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9510, Loss: 0.0311
Epoch  30 Batch  595/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0283
Epoch  30 Batch  596/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9499, Loss: 0.0296
Epoch  30 Batch  597/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9442, Loss: 0.0261
Epoch  30 Batch  598/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9446, Loss: 0.0310
Epoch  30 Batch  599/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9467, Loss: 0.0461
Epoch  30 Batch  600/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9439, Loss: 0.0390
Epoch  30 Batch  601/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9439, Loss: 0.0380
Epoch  30 Batch  602/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9425, Loss: 0.0324
Epoch  30 Batch  603/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9485, Loss: 0.0300
Epoch  30 Batch  604/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9478, Loss: 0.0480
Epoch  30 Batch  605/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0372
Epoch  30 Batch  606/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0246
Epoch  30 Batch  607/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9421, Loss: 0.0332
Epoch  30 Batch  608/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9325, Loss: 0.0353
Epoch  30 Batch  609/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9329, Loss: 0.0363
Epoch  30 Batch  610/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9297, Loss: 0.0357
Epoch  30 Batch  611/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9251, Loss: 0.0317
Epoch  30 Batch  612/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9197, Loss: 0.0230
Epoch  30 Batch  613/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9233, Loss: 0.0366
Epoch  30 Batch  614/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9222, Loss: 0.0296
Epoch  30 Batch  615/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9176, Loss: 0.0223
Epoch  30 Batch  616/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9283, Loss: 0.0313
Epoch  30 Batch  617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9276, Loss: 0.0260
Epoch  30 Batch  618/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9364, Loss: 0.0327
Epoch  30 Batch  619/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9332, Loss: 0.0222
Epoch  30 Batch  620/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9332, Loss: 0.0245
Epoch  30 Batch  621/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9386, Loss: 0.0347
Epoch  30 Batch  622/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0382
Epoch  30 Batch  623/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9389, Loss: 0.0404
Epoch  30 Batch  624/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9339, Loss: 0.0381
Epoch  30 Batch  625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9229, Loss: 0.0289
Epoch  30 Batch  626/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9347, Loss: 0.0291
Epoch  30 Batch  627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9347, Loss: 0.0259
Epoch  30 Batch  628/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9350, Loss: 0.0292
Epoch  30 Batch  629/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9329, Loss: 0.0268
Epoch  30 Batch  630/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0261
Epoch  30 Batch  631/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0348
Epoch  30 Batch  632/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9403, Loss: 0.0255
Epoch  30 Batch  633/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9403, Loss: 0.0296
Epoch  30 Batch  634/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9403, Loss: 0.0223
Epoch  30 Batch  635/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9453, Loss: 0.0350
Epoch  30 Batch  636/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9453, Loss: 0.0290
Epoch  30 Batch  637/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9453, Loss: 0.0313
Epoch  30 Batch  638/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0225
Epoch  30 Batch  639/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0366
Epoch  30 Batch  640/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0231
Epoch  30 Batch  641/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9474, Loss: 0.0275
Epoch  30 Batch  642/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9457, Loss: 0.0278
Epoch  30 Batch  643/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9453, Loss: 0.0233
Epoch  30 Batch  644/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9396, Loss: 0.0263
Epoch  30 Batch  645/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9389, Loss: 0.0316
Epoch  30 Batch  646/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9389, Loss: 0.0272
Epoch  30 Batch  647/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9435, Loss: 0.0337
Epoch  30 Batch  648/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9489, Loss: 0.0264
Epoch  30 Batch  649/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0289
Epoch  30 Batch  650/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9453, Loss: 0.0280
Epoch  30 Batch  651/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9457, Loss: 0.0256
Epoch  30 Batch  652/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0286
Epoch  30 Batch  653/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0331
Epoch  30 Batch  654/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9471, Loss: 0.0326
Epoch  30 Batch  655/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9471, Loss: 0.0398
Epoch  30 Batch  656/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0273
Epoch  30 Batch  657/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0314
Epoch  30 Batch  658/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9407, Loss: 0.0211
Epoch  30 Batch  659/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9379, Loss: 0.0319
Epoch  30 Batch  660/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9386, Loss: 0.0243
Epoch  30 Batch  661/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9393, Loss: 0.0306
Epoch  30 Batch  662/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9435, Loss: 0.0268
Epoch  30 Batch  663/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9432, Loss: 0.0246
Epoch  30 Batch  664/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9439, Loss: 0.0321
Epoch  30 Batch  665/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0227
Epoch  30 Batch  666/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9322, Loss: 0.0338
Epoch  30 Batch  667/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9336, Loss: 0.0330
Epoch  30 Batch  668/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9382, Loss: 0.0272
Epoch  30 Batch  669/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9425, Loss: 0.0240
Epoch  30 Batch  670/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9471, Loss: 0.0226
Epoch  30 Batch  671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0285
Epoch  30 Batch  672/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9474, Loss: 0.0251
Epoch  30 Batch  673/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9538, Loss: 0.0338
Epoch  30 Batch  674/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0284
Epoch  30 Batch  675/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9425, Loss: 0.0325
Epoch  30 Batch  676/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9421, Loss: 0.0261
Epoch  30 Batch  677/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9375, Loss: 0.0366
Epoch  30 Batch  678/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9265, Loss: 0.0246
Epoch  30 Batch  679/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9258, Loss: 0.0253
Epoch  30 Batch  680/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9258, Loss: 0.0331
Epoch  30 Batch  681/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9276, Loss: 0.0252
Epoch  30 Batch  682/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9276, Loss: 0.0289
Epoch  30 Batch  683/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9350, Loss: 0.0243
Epoch  30 Batch  684/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9371, Loss: 0.0260
Epoch  30 Batch  685/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9371, Loss: 0.0336
Epoch  30 Batch  686/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9418, Loss: 0.0267
Epoch  30 Batch  687/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0289
Epoch  30 Batch  688/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9371, Loss: 0.0233
Epoch  30 Batch  689/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9379, Loss: 0.0206
Epoch  30 Batch  690/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9357, Loss: 0.0285
Epoch  30 Batch  691/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9357, Loss: 0.0282
Epoch  30 Batch  692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0280
Epoch  30 Batch  693/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9453, Loss: 0.0433
Epoch  30 Batch  694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9421, Loss: 0.0268
Epoch  30 Batch  695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9421, Loss: 0.0282
Epoch  30 Batch  696/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0273
Epoch  30 Batch  697/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9411, Loss: 0.0282
Epoch  30 Batch  698/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9428, Loss: 0.0262
Epoch  30 Batch  699/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9414, Loss: 0.0262
Epoch  30 Batch  700/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9418, Loss: 0.0264
Epoch  30 Batch  701/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9482, Loss: 0.0287
Epoch  30 Batch  702/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9482, Loss: 0.0395
Epoch  30 Batch  703/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0284
Epoch  30 Batch  704/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9467, Loss: 0.0405
Epoch  30 Batch  705/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9460, Loss: 0.0344
Epoch  30 Batch  706/1077 - Train Accuracy: 0.9148, Validation Accuracy: 0.9439, Loss: 0.0441
Epoch  30 Batch  707/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9513, Loss: 0.0312
Epoch  30 Batch  708/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9513, Loss: 0.0287
Epoch  30 Batch  709/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9418, Loss: 0.0396
Epoch  30 Batch  710/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9460, Loss: 0.0193
Epoch  30 Batch  711/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9418, Loss: 0.0419
Epoch  30 Batch  712/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9354, Loss: 0.0218
Epoch  30 Batch  713/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9311, Loss: 0.0257
Epoch  30 Batch  714/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9350, Loss: 0.0259
Epoch  30 Batch  715/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9300, Loss: 0.0347
Epoch  30 Batch  716/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9297, Loss: 0.0243
Epoch  30 Batch  717/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9297, Loss: 0.0204
Epoch  30 Batch  718/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9343, Loss: 0.0315
Epoch  30 Batch  719/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9343, Loss: 0.0301
Epoch  30 Batch  720/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0286
Epoch  30 Batch  721/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9297, Loss: 0.0310
Epoch  30 Batch  722/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9293, Loss: 0.0242
Epoch  30 Batch  723/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9244, Loss: 0.0308
Epoch  30 Batch  724/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9247, Loss: 0.0348
Epoch  30 Batch  725/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9247, Loss: 0.0225
Epoch  30 Batch  726/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9293, Loss: 0.0235
Epoch  30 Batch  727/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0253
Epoch  30 Batch  728/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9290, Loss: 0.0382
Epoch  30 Batch  729/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9336, Loss: 0.0338
Epoch  30 Batch  730/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9283, Loss: 0.0365
Epoch  30 Batch  731/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9254, Loss: 0.0263
Epoch  30 Batch  732/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9368, Loss: 0.0318
Epoch  30 Batch  733/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9364, Loss: 0.0314
Epoch  30 Batch  734/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9329, Loss: 0.0251
Epoch  30 Batch  735/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9403, Loss: 0.0206
Epoch  30 Batch  736/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9403, Loss: 0.0247
Epoch  30 Batch  737/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9343, Loss: 0.0296
Epoch  30 Batch  738/1077 - Train Accuracy: 0.9694, Validation Accuracy: 0.9386, Loss: 0.0212
Epoch  30 Batch  739/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9375, Loss: 0.0259
Epoch  30 Batch  740/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9347, Loss: 0.0212
Epoch  30 Batch  741/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9329, Loss: 0.0334
Epoch  30 Batch  742/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9329, Loss: 0.0262
Epoch  30 Batch  743/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9375, Loss: 0.0254
Epoch  30 Batch  744/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9421, Loss: 0.0298
Epoch  30 Batch  745/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0323
Epoch  30 Batch  746/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0239
Epoch  30 Batch  747/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9403, Loss: 0.0209
Epoch  30 Batch  748/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9428, Loss: 0.0274
Epoch  30 Batch  749/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9403, Loss: 0.0245
Epoch  30 Batch  750/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9450, Loss: 0.0272
Epoch  30 Batch  751/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0286
Epoch  30 Batch  752/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9325, Loss: 0.0273
Epoch  30 Batch  753/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9375, Loss: 0.0249
Epoch  30 Batch  754/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9428, Loss: 0.0289
Epoch  30 Batch  755/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0365
Epoch  30 Batch  756/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0250
Epoch  30 Batch  757/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9450, Loss: 0.0294
Epoch  30 Batch  758/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0214
Epoch  30 Batch  759/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0252
Epoch  30 Batch  760/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0319
Epoch  30 Batch  761/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9464, Loss: 0.0264
Epoch  30 Batch  762/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9464, Loss: 0.0213
Epoch  30 Batch  763/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0323
Epoch  30 Batch  764/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9467, Loss: 0.0246
Epoch  30 Batch  765/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9464, Loss: 0.0354
Epoch  30 Batch  766/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9503, Loss: 0.0345
Epoch  30 Batch  767/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0304
Epoch  30 Batch  768/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9545, Loss: 0.0305
Epoch  30 Batch  769/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9450, Loss: 0.0308
Epoch  30 Batch  770/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9414, Loss: 0.0253
Epoch  30 Batch  771/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0281
Epoch  30 Batch  772/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9368, Loss: 0.0288
Epoch  30 Batch  773/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9421, Loss: 0.0244
Epoch  30 Batch  774/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0277
Epoch  30 Batch  775/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9570, Loss: 0.0293
Epoch  30 Batch  776/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0303
Epoch  30 Batch  777/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0210
Epoch  30 Batch  778/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9528, Loss: 0.0343
Epoch  30 Batch  779/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0256
Epoch  30 Batch  780/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9556, Loss: 0.0410
Epoch  30 Batch  781/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9482, Loss: 0.0227
Epoch  30 Batch  782/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9471, Loss: 0.0298
Epoch  30 Batch  783/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9450, Loss: 0.0335
Epoch  30 Batch  784/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9425, Loss: 0.0207
Epoch  30 Batch  785/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0268
Epoch  30 Batch  786/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9428, Loss: 0.0257
Epoch  30 Batch  787/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9379, Loss: 0.0317
Epoch  30 Batch  788/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0256
Epoch  30 Batch  789/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9450, Loss: 0.0297
Epoch  30 Batch  790/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9496, Loss: 0.0352
Epoch  30 Batch  791/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9496, Loss: 0.0348
Epoch  30 Batch  792/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9492, Loss: 0.0277
Epoch  30 Batch  793/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0311
Epoch  30 Batch  794/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9510, Loss: 0.0218
Epoch  30 Batch  795/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9506, Loss: 0.0340
Epoch  30 Batch  796/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9513, Loss: 0.0299
Epoch  30 Batch  797/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9435, Loss: 0.0338
Epoch  30 Batch  798/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9435, Loss: 0.0274
Epoch  30 Batch  799/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9432, Loss: 0.0441
Epoch  30 Batch  800/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9382, Loss: 0.0265
Epoch  30 Batch  801/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9350, Loss: 0.0278
Epoch  30 Batch  802/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9382, Loss: 0.0340
Epoch  30 Batch  803/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0309
Epoch  30 Batch  804/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9336, Loss: 0.0230
Epoch  30 Batch  805/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9272, Loss: 0.0354
Epoch  30 Batch  806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9308, Loss: 0.0285
Epoch  30 Batch  807/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9315, Loss: 0.0212
Epoch  30 Batch  808/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9293, Loss: 0.0404
Epoch  30 Batch  809/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9293, Loss: 0.0454
Epoch  30 Batch  810/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9364, Loss: 0.0257
Epoch  30 Batch  811/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9368, Loss: 0.0332
Epoch  30 Batch  812/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9432, Loss: 0.0285
Epoch  30 Batch  813/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9343, Loss: 0.0334
Epoch  30 Batch  814/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9343, Loss: 0.0288
Epoch  30 Batch  815/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9311, Loss: 0.0407
Epoch  30 Batch  816/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9329, Loss: 0.0281
Epoch  30 Batch  817/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9329, Loss: 0.0307
Epoch  30 Batch  818/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9329, Loss: 0.0317
Epoch  30 Batch  819/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9382, Loss: 0.0324
Epoch  30 Batch  820/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9435, Loss: 0.0284
Epoch  30 Batch  821/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0330
Epoch  30 Batch  822/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9389, Loss: 0.0257
Epoch  30 Batch  823/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9478, Loss: 0.0332
Epoch  30 Batch  824/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9411, Loss: 0.0303
Epoch  30 Batch  825/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0225
Epoch  30 Batch  826/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9414, Loss: 0.0283
Epoch  30 Batch  827/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0314
Epoch  30 Batch  828/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0231
Epoch  30 Batch  829/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0396
Epoch  30 Batch  830/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9567, Loss: 0.0364
Epoch  30 Batch  831/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9517, Loss: 0.0272
Epoch  30 Batch  832/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0272
Epoch  30 Batch  833/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9535, Loss: 0.0397
Epoch  30 Batch  834/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9542, Loss: 0.0305
Epoch  30 Batch  835/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0343
Epoch  30 Batch  836/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9524, Loss: 0.0258
Epoch  30 Batch  837/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9528, Loss: 0.0340
Epoch  30 Batch  838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9577, Loss: 0.0292
Epoch  30 Batch  839/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0232
Epoch  30 Batch  840/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0288
Epoch  30 Batch  841/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0442
Epoch  30 Batch  842/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0237
Epoch  30 Batch  843/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9545, Loss: 0.0251
Epoch  30 Batch  844/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9531, Loss: 0.0232
Epoch  30 Batch  845/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0256
Epoch  30 Batch  846/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9482, Loss: 0.0393
Epoch  30 Batch  847/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0332
Epoch  30 Batch  848/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0267
Epoch  30 Batch  849/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9460, Loss: 0.0209
Epoch  30 Batch  850/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9457, Loss: 0.0404
Epoch  30 Batch  851/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9446, Loss: 0.0394
Epoch  30 Batch  852/1077 - Train Accuracy: 0.9102, Validation Accuracy: 0.9446, Loss: 0.0428
Epoch  30 Batch  853/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9446, Loss: 0.0314
Epoch  30 Batch  854/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9325, Loss: 0.0281
Epoch  30 Batch  855/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9350, Loss: 0.0380
Epoch  30 Batch  856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9350, Loss: 0.0301
Epoch  30 Batch  857/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9503, Loss: 0.0247
Epoch  30 Batch  858/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0249
Epoch  30 Batch  859/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0266
Epoch  30 Batch  860/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0319
Epoch  30 Batch  861/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9595, Loss: 0.0276
Epoch  30 Batch  862/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9553, Loss: 0.0342
Epoch  30 Batch  863/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0260
Epoch  30 Batch  864/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9553, Loss: 0.0294
Epoch  30 Batch  865/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9556, Loss: 0.0290
Epoch  30 Batch  866/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9499, Loss: 0.0310
Epoch  30 Batch  867/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9549, Loss: 0.0674
Epoch  30 Batch  868/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0318
Epoch  30 Batch  869/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0296
Epoch  30 Batch  870/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9528, Loss: 0.0279
Epoch  30 Batch  871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9553, Loss: 0.0245
Epoch  30 Batch  872/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9553, Loss: 0.0289
Epoch  30 Batch  873/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9506, Loss: 0.0294
Epoch  30 Batch  874/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9464, Loss: 0.0327
Epoch  30 Batch  875/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0280
Epoch  30 Batch  876/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0226
Epoch  30 Batch  877/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9464, Loss: 0.0273
Epoch  30 Batch  878/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9418, Loss: 0.0220
Epoch  30 Batch  879/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9393, Loss: 0.0204
Epoch  30 Batch  880/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9364, Loss: 0.0339
Epoch  30 Batch  881/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9361, Loss: 0.0294
Epoch  30 Batch  882/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0307
Epoch  30 Batch  883/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9379, Loss: 0.0416
Epoch  30 Batch  884/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9375, Loss: 0.0327
Epoch  30 Batch  885/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9432, Loss: 0.0187
Epoch  30 Batch  886/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0283
Epoch  30 Batch  887/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9379, Loss: 0.0313
Epoch  30 Batch  888/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9446, Loss: 0.0318
Epoch  30 Batch  889/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0312
Epoch  30 Batch  890/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9474, Loss: 0.0306
Epoch  30 Batch  891/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9549, Loss: 0.0260
Epoch  30 Batch  892/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0275
Epoch  30 Batch  893/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0293
Epoch  30 Batch  894/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0255
Epoch  30 Batch  895/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9400, Loss: 0.0258
Epoch  30 Batch  896/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9400, Loss: 0.0270
Epoch  30 Batch  897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9425, Loss: 0.0224
Epoch  30 Batch  898/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0278
Epoch  30 Batch  899/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0323
Epoch  30 Batch  900/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9457, Loss: 0.0326
Epoch  30 Batch  901/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0419
Epoch  30 Batch  902/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9450, Loss: 0.0312
Epoch  30 Batch  903/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9446, Loss: 0.0295
Epoch  30 Batch  904/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9478, Loss: 0.0268
Epoch  30 Batch  905/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0235
Epoch  30 Batch  906/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9478, Loss: 0.0245
Epoch  30 Batch  907/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9553, Loss: 0.0281
Epoch  30 Batch  908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0278
Epoch  30 Batch  909/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9528, Loss: 0.0355
Epoch  30 Batch  910/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9528, Loss: 0.0324
Epoch  30 Batch  911/1077 - Train Accuracy: 0.9521, Validation Accuracy: 0.9478, Loss: 0.0385
Epoch  30 Batch  912/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0238
Epoch  30 Batch  913/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0384
Epoch  30 Batch  914/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9471, Loss: 0.0635
Epoch  30 Batch  915/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9595, Loss: 0.0259
Epoch  30 Batch  916/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9595, Loss: 0.0275
Epoch  30 Batch  917/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9592, Loss: 0.0309
Epoch  30 Batch  918/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0259
Epoch  30 Batch  919/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9485, Loss: 0.0217
Epoch  30 Batch  920/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9457, Loss: 0.0234
Epoch  30 Batch  921/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9506, Loss: 0.0306
Epoch  30 Batch  922/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9506, Loss: 0.0270
Epoch  30 Batch  923/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9464, Loss: 0.0211
Epoch  30 Batch  924/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9489, Loss: 0.0416
Epoch  30 Batch  925/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9510, Loss: 0.0254
Epoch  30 Batch  926/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9517, Loss: 0.0360
Epoch  30 Batch  927/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9471, Loss: 0.0349
Epoch  30 Batch  928/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0344
Epoch  30 Batch  929/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9457, Loss: 0.0274
Epoch  30 Batch  930/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9435, Loss: 0.0220
Epoch  30 Batch  931/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9290, Loss: 0.0318
Epoch  30 Batch  932/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9315, Loss: 0.0267
Epoch  30 Batch  933/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9403, Loss: 0.0275
Epoch  30 Batch  934/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9457, Loss: 0.0236
Epoch  30 Batch  935/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9482, Loss: 0.0281
Epoch  30 Batch  936/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9460, Loss: 0.0310
Epoch  30 Batch  937/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9478, Loss: 0.0455
Epoch  30 Batch  938/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0369
Epoch  30 Batch  939/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9396, Loss: 0.0350
Epoch  30 Batch  940/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9371, Loss: 0.0283
Epoch  30 Batch  941/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0256
Epoch  30 Batch  942/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0350
Epoch  30 Batch  943/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0258
Epoch  30 Batch  944/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9354, Loss: 0.0234
Epoch  30 Batch  945/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9343, Loss: 0.0203
Epoch  30 Batch  946/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9265, Loss: 0.0209
Epoch  30 Batch  947/1077 - Train Accuracy: 0.9346, Validation Accuracy: 0.9315, Loss: 0.0343
Epoch  30 Batch  948/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9403, Loss: 0.0308
Epoch  30 Batch  949/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9389, Loss: 0.0230
Epoch  30 Batch  950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9343, Loss: 0.0280
Epoch  30 Batch  951/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9318, Loss: 0.0288
Epoch  30 Batch  952/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0207
Epoch  30 Batch  953/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0231
Epoch  30 Batch  954/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0344
Epoch  30 Batch  955/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9474, Loss: 0.0344
Epoch  30 Batch  956/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9496, Loss: 0.0298
Epoch  30 Batch  957/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9496, Loss: 0.0214
Epoch  30 Batch  958/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0298
Epoch  30 Batch  959/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9382, Loss: 0.0349
Epoch  30 Batch  960/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9382, Loss: 0.0259
Epoch  30 Batch  961/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0206
Epoch  30 Batch  962/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9375, Loss: 0.0352
Epoch  30 Batch  963/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9446, Loss: 0.0410
Epoch  30 Batch  964/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9485, Loss: 0.0228
Epoch  30 Batch  965/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9535, Loss: 0.0390
Epoch  30 Batch  966/1077 - Train Accuracy: 0.9467, Validation Accuracy: 0.9535, Loss: 0.0253
Epoch  30 Batch  967/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0331
Epoch  30 Batch  968/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9563, Loss: 0.0356
Epoch  30 Batch  969/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9567, Loss: 0.0378
Epoch  30 Batch  970/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9425, Loss: 0.0317
Epoch  30 Batch  971/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9432, Loss: 0.0334
Epoch  30 Batch  972/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9382, Loss: 0.0332
Epoch  30 Batch  973/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9482, Loss: 0.0224
Epoch  30 Batch  974/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9450, Loss: 0.0246
Epoch  30 Batch  975/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9446, Loss: 0.0274
Epoch  30 Batch  976/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0215
Epoch  30 Batch  977/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0253
Epoch  30 Batch  978/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9414, Loss: 0.0291
Epoch  30 Batch  979/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9396, Loss: 0.0303
Epoch  30 Batch  980/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0323
Epoch  30 Batch  981/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9407, Loss: 0.0311
Epoch  30 Batch  982/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0360
Epoch  30 Batch  983/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9549, Loss: 0.0295
Epoch  30 Batch  984/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9496, Loss: 0.0317
Epoch  30 Batch  985/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0297
Epoch  30 Batch  986/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9453, Loss: 0.0291
Epoch  30 Batch  987/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9403, Loss: 0.0284
Epoch  30 Batch  988/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9407, Loss: 0.0363
Epoch  30 Batch  989/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9311, Loss: 0.0289
Epoch  30 Batch  990/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9364, Loss: 0.0314
Epoch  30 Batch  991/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0277
Epoch  30 Batch  992/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9325, Loss: 0.0309
Epoch  30 Batch  993/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9371, Loss: 0.0191
Epoch  30 Batch  994/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9371, Loss: 0.0267
Epoch  30 Batch  995/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0277
Epoch  30 Batch  996/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9375, Loss: 0.0311
Epoch  30 Batch  997/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0327
Epoch  30 Batch  998/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9389, Loss: 0.0255
Epoch  30 Batch  999/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9393, Loss: 0.0354
Epoch  30 Batch 1000/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9382, Loss: 0.0318
Epoch  30 Batch 1001/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9361, Loss: 0.0239
Epoch  30 Batch 1002/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9407, Loss: 0.0190
Epoch  30 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9457, Loss: 0.0272
Epoch  30 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0274
Epoch  30 Batch 1005/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9482, Loss: 0.0281
Epoch  30 Batch 1006/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0264
Epoch  30 Batch 1007/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9439, Loss: 0.0233
Epoch  30 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9439, Loss: 0.0294
Epoch  30 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9439, Loss: 0.0213
Epoch  30 Batch 1010/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9393, Loss: 0.0272
Epoch  30 Batch 1011/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9393, Loss: 0.0268
Epoch  30 Batch 1012/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9389, Loss: 0.0231
Epoch  30 Batch 1013/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  30 Batch 1014/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0267
Epoch  30 Batch 1015/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9393, Loss: 0.0345
Epoch  30 Batch 1016/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9343, Loss: 0.0295
Epoch  30 Batch 1017/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9396, Loss: 0.0257
Epoch  30 Batch 1018/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9393, Loss: 0.0384
Epoch  30 Batch 1019/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9336, Loss: 0.0371
Epoch  30 Batch 1020/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9386, Loss: 0.0234
Epoch  30 Batch 1021/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9339, Loss: 0.0277
Epoch  30 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9347, Loss: 0.0260
Epoch  30 Batch 1023/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9325, Loss: 0.0306
Epoch  30 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9308, Loss: 0.0348
Epoch  30 Batch 1025/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9304, Loss: 0.0241
Epoch  30 Batch 1026/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9283, Loss: 0.0335
Epoch  30 Batch 1027/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9290, Loss: 0.0248
Epoch  30 Batch 1028/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9290, Loss: 0.0304
Epoch  30 Batch 1029/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9318, Loss: 0.0236
Epoch  30 Batch 1030/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9371, Loss: 0.0287
Epoch  30 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9485, Loss: 0.0368
Epoch  30 Batch 1032/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9478, Loss: 0.0342
Epoch  30 Batch 1033/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9386, Loss: 0.0300
Epoch  30 Batch 1034/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0256
Epoch  30 Batch 1035/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9386, Loss: 0.0193
Epoch  30 Batch 1036/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9432, Loss: 0.0397
Epoch  30 Batch 1037/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0298
Epoch  30 Batch 1038/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0330
Epoch  30 Batch 1039/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9375, Loss: 0.0262
Epoch  30 Batch 1040/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9379, Loss: 0.0280
Epoch  30 Batch 1041/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0380
Epoch  30 Batch 1042/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9400, Loss: 0.0283
Epoch  30 Batch 1043/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0465
Epoch  30 Batch 1044/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9457, Loss: 0.0329
Epoch  30 Batch 1045/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9382, Loss: 0.0302
Epoch  30 Batch 1046/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9325, Loss: 0.0219
Epoch  30 Batch 1047/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0240
Epoch  30 Batch 1048/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9336, Loss: 0.0317
Epoch  30 Batch 1049/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9336, Loss: 0.0365
Epoch  30 Batch 1050/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0212
Epoch  30 Batch 1051/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9482, Loss: 0.0362
Epoch  30 Batch 1052/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9482, Loss: 0.0263
Epoch  30 Batch 1053/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9453, Loss: 0.0275
Epoch  30 Batch 1054/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9432, Loss: 0.0292
Epoch  30 Batch 1055/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0313
Epoch  30 Batch 1056/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9478, Loss: 0.0235
Epoch  30 Batch 1057/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9474, Loss: 0.0257
Epoch  30 Batch 1058/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0342
Epoch  30 Batch 1059/1077 - Train Accuracy: 0.9174, Validation Accuracy: 0.9435, Loss: 0.0355
Epoch  30 Batch 1060/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9435, Loss: 0.0226
Epoch  30 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0394
Epoch  30 Batch 1062/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9499, Loss: 0.0334
Epoch  30 Batch 1063/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0306
Epoch  30 Batch 1064/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  30 Batch 1065/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0297
Epoch  30 Batch 1066/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9503, Loss: 0.0224
Epoch  30 Batch 1067/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0313
Epoch  30 Batch 1068/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0211
Epoch  30 Batch 1069/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9528, Loss: 0.0220
Epoch  30 Batch 1070/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0263
Epoch  30 Batch 1071/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0265
Epoch  30 Batch 1072/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9489, Loss: 0.0337
Epoch  30 Batch 1073/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9485, Loss: 0.0290
Epoch  30 Batch 1074/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0409
Epoch  30 Batch 1075/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9556, Loss: 0.0316
Epoch  31 Batch    1/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0266
Epoch  31 Batch    2/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9499, Loss: 0.0309
Epoch  31 Batch    3/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0362
Epoch  31 Batch    4/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0250
Epoch  31 Batch    5/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0408
Epoch  31 Batch    6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9545, Loss: 0.0238
Epoch  31 Batch    7/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9496, Loss: 0.0282
Epoch  31 Batch    8/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9478, Loss: 0.0261
Epoch  31 Batch    9/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0262
Epoch  31 Batch   10/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9560, Loss: 0.0285
Epoch  31 Batch   11/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0369
Epoch  31 Batch   12/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0260
Epoch  31 Batch   13/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9563, Loss: 0.0389
Epoch  31 Batch   14/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9613, Loss: 0.0233
Epoch  31 Batch   15/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0239
Epoch  31 Batch   16/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0308
Epoch  31 Batch   17/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  31 Batch   18/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0265
Epoch  31 Batch   19/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0258
Epoch  31 Batch   20/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0280
Epoch  31 Batch   21/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9457, Loss: 0.0323
Epoch  31 Batch   22/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9460, Loss: 0.0290
Epoch  31 Batch   23/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9435, Loss: 0.0238
Epoch  31 Batch   24/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9389, Loss: 0.0351
Epoch  31 Batch   25/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9322, Loss: 0.0182
Epoch  31 Batch   26/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9485, Loss: 0.0352
Epoch  31 Batch   27/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9478, Loss: 0.0200
Epoch  31 Batch   28/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0278
Epoch  31 Batch   29/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9407, Loss: 0.0276
Epoch  31 Batch   30/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0276
Epoch  31 Batch   31/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9361, Loss: 0.0286
Epoch  31 Batch   32/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9361, Loss: 0.0255
Epoch  31 Batch   33/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9354, Loss: 0.0289
Epoch  31 Batch   34/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9379, Loss: 0.0312
Epoch  31 Batch   35/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9403, Loss: 0.0329
Epoch  31 Batch   36/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9457, Loss: 0.0283
Epoch  31 Batch   37/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9379, Loss: 0.0273
Epoch  31 Batch   38/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9382, Loss: 0.0342
Epoch  31 Batch   39/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9379, Loss: 0.0390
Epoch  31 Batch   40/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0218
Epoch  31 Batch   41/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0226
Epoch  31 Batch   42/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9471, Loss: 0.0362
Epoch  31 Batch   43/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9499, Loss: 0.0171
Epoch  31 Batch   44/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9403, Loss: 0.0188
Epoch  31 Batch   45/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9350, Loss: 0.0310
Epoch  31 Batch   46/1077 - Train Accuracy: 0.9141, Validation Accuracy: 0.9354, Loss: 0.0375
Epoch  31 Batch   47/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9354, Loss: 0.0289
Epoch  31 Batch   48/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9347, Loss: 0.0373
Epoch  31 Batch   49/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9350, Loss: 0.0371
Epoch  31 Batch   50/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9329, Loss: 0.0285
Epoch  31 Batch   51/1077 - Train Accuracy: 0.9281, Validation Accuracy: 0.9382, Loss: 0.0286
Epoch  31 Batch   52/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0329
Epoch  31 Batch   53/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9354, Loss: 0.0268
Epoch  31 Batch   54/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9343, Loss: 0.0509
Epoch  31 Batch   55/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9343, Loss: 0.0291
Epoch  31 Batch   56/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9347, Loss: 0.0231
Epoch  31 Batch   57/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9354, Loss: 0.0316
Epoch  31 Batch   58/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9272, Loss: 0.0263
Epoch  31 Batch   59/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9308, Loss: 0.0314
Epoch  31 Batch   60/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9308, Loss: 0.0212
Epoch  31 Batch   61/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9233, Loss: 0.0303
Epoch  31 Batch   62/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9283, Loss: 0.0339
Epoch  31 Batch   63/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9400, Loss: 0.0228
Epoch  31 Batch   64/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0290
Epoch  31 Batch   65/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9318, Loss: 0.0272
Epoch  31 Batch   66/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9304, Loss: 0.0159
Epoch  31 Batch   67/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9254, Loss: 0.0240
Epoch  31 Batch   68/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9304, Loss: 0.0426
Epoch  31 Batch   69/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9254, Loss: 0.0438
Epoch  31 Batch   70/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9375, Loss: 0.0329
Epoch  31 Batch   71/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9283, Loss: 0.0211
Epoch  31 Batch   72/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9379, Loss: 0.0290
Epoch  31 Batch   73/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9382, Loss: 0.0259
Epoch  31 Batch   74/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9524, Loss: 0.0255
Epoch  31 Batch   75/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9414, Loss: 0.0420
Epoch  31 Batch   76/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9396, Loss: 0.0261
Epoch  31 Batch   77/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0287
Epoch  31 Batch   78/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9457, Loss: 0.0270
Epoch  31 Batch   79/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0248
Epoch  31 Batch   80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0257
Epoch  31 Batch   81/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9453, Loss: 0.0226
Epoch  31 Batch   82/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9453, Loss: 0.0329
Epoch  31 Batch   83/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9450, Loss: 0.0231
Epoch  31 Batch   84/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0301
Epoch  31 Batch   85/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9432, Loss: 0.0279
Epoch  31 Batch   86/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0289
Epoch  31 Batch   87/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9435, Loss: 0.0345
Epoch  31 Batch   88/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0348
Epoch  31 Batch   89/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9382, Loss: 0.0328
Epoch  31 Batch   90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0262
Epoch  31 Batch   91/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9414, Loss: 0.0252
Epoch  31 Batch   92/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9414, Loss: 0.0335
Epoch  31 Batch   93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9382, Loss: 0.0270
Epoch  31 Batch   94/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0234
Epoch  31 Batch   95/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0304
Epoch  31 Batch   96/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9379, Loss: 0.0323
Epoch  31 Batch   97/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9403, Loss: 0.0317
Epoch  31 Batch   98/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9379, Loss: 0.0317
Epoch  31 Batch   99/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0226
Epoch  31 Batch  100/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0274
Epoch  31 Batch  101/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9528, Loss: 0.0260
Epoch  31 Batch  102/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  31 Batch  103/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9386, Loss: 0.0382
Epoch  31 Batch  104/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9467, Loss: 0.0291
Epoch  31 Batch  105/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9297, Loss: 0.0238
Epoch  31 Batch  106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9283, Loss: 0.0302
Epoch  31 Batch  107/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9297, Loss: 0.0335
Epoch  31 Batch  108/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9393, Loss: 0.0353
Epoch  31 Batch  109/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9393, Loss: 0.0286
Epoch  31 Batch  110/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0216
Epoch  31 Batch  111/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0271
Epoch  31 Batch  112/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0269
Epoch  31 Batch  113/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0410
Epoch  31 Batch  114/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9489, Loss: 0.0199
Epoch  31 Batch  115/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9368, Loss: 0.0378
Epoch  31 Batch  116/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9411, Loss: 0.0509
Epoch  31 Batch  117/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0261
Epoch  31 Batch  118/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9474, Loss: 0.0282
Epoch  31 Batch  119/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9521, Loss: 0.0221
Epoch  31 Batch  120/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9499, Loss: 0.0355
Epoch  31 Batch  121/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9503, Loss: 0.0305
Epoch  31 Batch  122/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0253
Epoch  31 Batch  123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0228
Epoch  31 Batch  124/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9577, Loss: 0.0320
Epoch  31 Batch  125/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9531, Loss: 0.0383
Epoch  31 Batch  126/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9442, Loss: 0.0279
Epoch  31 Batch  127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0261
Epoch  31 Batch  128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9354, Loss: 0.0261
Epoch  31 Batch  129/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9357, Loss: 0.0349
Epoch  31 Batch  130/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9272, Loss: 0.0227
Epoch  31 Batch  131/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9375, Loss: 0.0299
Epoch  31 Batch  132/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9435, Loss: 0.0270
Epoch  31 Batch  133/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9386, Loss: 0.0224
Epoch  31 Batch  134/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9450, Loss: 0.0293
Epoch  31 Batch  135/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0300
Epoch  31 Batch  136/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0239
Epoch  31 Batch  137/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9453, Loss: 0.0253
Epoch  31 Batch  138/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9474, Loss: 0.0328
Epoch  31 Batch  139/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9474, Loss: 0.0298
Epoch  31 Batch  140/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0250
Epoch  31 Batch  141/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9482, Loss: 0.0262
Epoch  31 Batch  142/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0287
Epoch  31 Batch  143/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0283
Epoch  31 Batch  144/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9478, Loss: 0.0416
Epoch  31 Batch  145/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9457, Loss: 0.0292
Epoch  31 Batch  146/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9453, Loss: 0.0648
Epoch  31 Batch  147/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9450, Loss: 0.0288
Epoch  31 Batch  148/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9464, Loss: 0.0341
Epoch  31 Batch  149/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9467, Loss: 0.0258
Epoch  31 Batch  150/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9521, Loss: 0.0287
Epoch  31 Batch  151/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9613, Loss: 0.0224
Epoch  31 Batch  152/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9563, Loss: 0.0375
Epoch  31 Batch  153/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9506, Loss: 0.0393
Epoch  31 Batch  154/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9457, Loss: 0.0278
Epoch  31 Batch  155/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9496, Loss: 0.0262
Epoch  31 Batch  156/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9492, Loss: 0.0178
Epoch  31 Batch  157/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9545, Loss: 0.0303
Epoch  31 Batch  158/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9524, Loss: 0.0296
Epoch  31 Batch  159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9524, Loss: 0.0281
Epoch  31 Batch  160/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9499, Loss: 0.0254
Epoch  31 Batch  161/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9545, Loss: 0.0204
Epoch  31 Batch  162/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0313
Epoch  31 Batch  163/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0388
Epoch  31 Batch  164/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9432, Loss: 0.0278
Epoch  31 Batch  165/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0462
Epoch  31 Batch  166/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0292
Epoch  31 Batch  167/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0253
Epoch  31 Batch  168/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9400, Loss: 0.0342
Epoch  31 Batch  169/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9446, Loss: 0.0274
Epoch  31 Batch  170/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9400, Loss: 0.0323
Epoch  31 Batch  171/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9354, Loss: 0.0270
Epoch  31 Batch  172/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9357, Loss: 0.0234
Epoch  31 Batch  173/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9439, Loss: 0.0299
Epoch  31 Batch  174/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9435, Loss: 0.0215
Epoch  31 Batch  175/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9396, Loss: 0.0308
Epoch  31 Batch  176/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9336, Loss: 0.0281
Epoch  31 Batch  177/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9382, Loss: 0.0336
Epoch  31 Batch  178/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9379, Loss: 0.0261
Epoch  31 Batch  179/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9460, Loss: 0.0287
Epoch  31 Batch  180/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9503, Loss: 0.0242
Epoch  31 Batch  181/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0290
Epoch  31 Batch  182/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9453, Loss: 0.0336
Epoch  31 Batch  183/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9499, Loss: 0.0283
Epoch  31 Batch  184/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0266
Epoch  31 Batch  185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9474, Loss: 0.0264
Epoch  31 Batch  186/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9499, Loss: 0.0310
Epoch  31 Batch  187/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0208
Epoch  31 Batch  188/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9496, Loss: 0.0330
Epoch  31 Batch  189/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0252
Epoch  31 Batch  190/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9357, Loss: 0.0234
Epoch  31 Batch  191/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9357, Loss: 0.0254
Epoch  31 Batch  192/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9354, Loss: 0.0329
Epoch  31 Batch  193/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0246
Epoch  31 Batch  194/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9414, Loss: 0.0231
Epoch  31 Batch  195/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9414, Loss: 0.0215
Epoch  31 Batch  196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9442, Loss: 0.0217
Epoch  31 Batch  197/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9446, Loss: 0.0277
Epoch  31 Batch  198/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9496, Loss: 0.0322
Epoch  31 Batch  199/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9545, Loss: 0.0255
Epoch  31 Batch  200/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9517, Loss: 0.0276
Epoch  31 Batch  201/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0272
Epoch  31 Batch  202/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9542, Loss: 0.0231
Epoch  31 Batch  203/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0294
Epoch  31 Batch  204/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0468
Epoch  31 Batch  205/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9496, Loss: 0.0364
Epoch  31 Batch  206/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9485, Loss: 0.0214
Epoch  31 Batch  207/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9499, Loss: 0.0242
Epoch  31 Batch  208/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9499, Loss: 0.0267
Epoch  31 Batch  209/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0227
Epoch  31 Batch  210/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9506, Loss: 0.0277
Epoch  31 Batch  211/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0276
Epoch  31 Batch  212/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9485, Loss: 0.0256
Epoch  31 Batch  213/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9460, Loss: 0.0246
Epoch  31 Batch  214/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9460, Loss: 0.0275
Epoch  31 Batch  215/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0345
Epoch  31 Batch  216/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9421, Loss: 0.0268
Epoch  31 Batch  217/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0262
Epoch  31 Batch  218/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9403, Loss: 0.0288
Epoch  31 Batch  219/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0213
Epoch  31 Batch  220/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9208, Loss: 0.0318
Epoch  31 Batch  221/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9339, Loss: 0.0314
Epoch  31 Batch  222/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0284
Epoch  31 Batch  223/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9357, Loss: 0.0284
Epoch  31 Batch  224/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9368, Loss: 0.0255
Epoch  31 Batch  225/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9432, Loss: 0.0406
Epoch  31 Batch  226/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0280
Epoch  31 Batch  227/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9496, Loss: 0.0371
Epoch  31 Batch  228/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0238
Epoch  31 Batch  229/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0252
Epoch  31 Batch  230/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9375, Loss: 0.0265
Epoch  31 Batch  231/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0366
Epoch  31 Batch  232/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9439, Loss: 0.0257
Epoch  31 Batch  233/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9464, Loss: 0.0341
Epoch  31 Batch  234/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9471, Loss: 0.0289
Epoch  31 Batch  235/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9542, Loss: 0.0349
Epoch  31 Batch  236/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0303
Epoch  31 Batch  237/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9545, Loss: 0.0233
Epoch  31 Batch  238/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9545, Loss: 0.0277
Epoch  31 Batch  239/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9549, Loss: 0.0210
Epoch  31 Batch  240/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9542, Loss: 0.0219
Epoch  31 Batch  241/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0220
Epoch  31 Batch  242/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9585, Loss: 0.0242
Epoch  31 Batch  243/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9510, Loss: 0.0355
Epoch  31 Batch  244/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9506, Loss: 0.0262
Epoch  31 Batch  245/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9421, Loss: 0.0325
Epoch  31 Batch  246/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9393, Loss: 0.0340
Epoch  31 Batch  247/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9382, Loss: 0.0266
Epoch  31 Batch  248/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9375, Loss: 0.0290
Epoch  31 Batch  249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9347, Loss: 0.0243
Epoch  31 Batch  250/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9311, Loss: 0.0292
Epoch  31 Batch  251/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9343, Loss: 0.0343
Epoch  31 Batch  252/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9322, Loss: 0.0363
Epoch  31 Batch  253/1077 - Train Accuracy: 0.9403, Validation Accuracy: 0.9347, Loss: 0.0298
Epoch  31 Batch  254/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9396, Loss: 0.0319
Epoch  31 Batch  255/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9471, Loss: 0.0251
Epoch  31 Batch  256/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9467, Loss: 0.0487
Epoch  31 Batch  257/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9471, Loss: 0.0335
Epoch  31 Batch  258/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0240
Epoch  31 Batch  259/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0245
Epoch  31 Batch  260/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9499, Loss: 0.0254
Epoch  31 Batch  261/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9467, Loss: 0.0245
Epoch  31 Batch  262/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0264
Epoch  31 Batch  263/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9432, Loss: 0.0194
Epoch  31 Batch  264/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9428, Loss: 0.0261
Epoch  31 Batch  265/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9453, Loss: 0.0256
Epoch  31 Batch  266/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9450, Loss: 0.0318
Epoch  31 Batch  267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9400, Loss: 0.0226
Epoch  31 Batch  268/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9457, Loss: 0.0340
Epoch  31 Batch  269/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9411, Loss: 0.0326
Epoch  31 Batch  270/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9364, Loss: 0.0382
Epoch  31 Batch  271/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9368, Loss: 0.0288
Epoch  31 Batch  272/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0542
Epoch  31 Batch  273/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9318, Loss: 0.0238
Epoch  31 Batch  274/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9407, Loss: 0.0281
Epoch  31 Batch  275/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9315, Loss: 0.0257
Epoch  31 Batch  276/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9308, Loss: 0.0409
Epoch  31 Batch  277/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9308, Loss: 0.0208
Epoch  31 Batch  278/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9318, Loss: 0.0335
Epoch  31 Batch  279/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9357, Loss: 0.0292
Epoch  31 Batch  280/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0317
Epoch  31 Batch  281/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9457, Loss: 0.0338
Epoch  31 Batch  282/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9425, Loss: 0.0359
Epoch  31 Batch  283/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9411, Loss: 0.0270
Epoch  31 Batch  284/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0318
Epoch  31 Batch  285/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0319
Epoch  31 Batch  286/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9421, Loss: 0.0276
Epoch  31 Batch  287/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9418, Loss: 0.0348
Epoch  31 Batch  288/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9389, Loss: 0.0325
Epoch  31 Batch  289/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9389, Loss: 0.0222
Epoch  31 Batch  290/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9393, Loss: 0.0459
Epoch  31 Batch  291/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9396, Loss: 0.0408
Epoch  31 Batch  292/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9396, Loss: 0.0238
Epoch  31 Batch  293/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9393, Loss: 0.0249
Epoch  31 Batch  294/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9283, Loss: 0.0289
Epoch  31 Batch  295/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9283, Loss: 0.0310
Epoch  31 Batch  296/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9318, Loss: 0.0266
Epoch  31 Batch  297/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9272, Loss: 0.0317
Epoch  31 Batch  298/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9329, Loss: 0.0331
Epoch  31 Batch  299/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0307
Epoch  31 Batch  300/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9332, Loss: 0.0217
Epoch  31 Batch  301/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9467, Loss: 0.0262
Epoch  31 Batch  302/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0255
Epoch  31 Batch  303/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9499, Loss: 0.0295
Epoch  31 Batch  304/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9499, Loss: 0.0285
Epoch  31 Batch  305/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9545, Loss: 0.0338
Epoch  31 Batch  306/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9503, Loss: 0.0393
Epoch  31 Batch  307/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9489, Loss: 0.0285
Epoch  31 Batch  308/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9492, Loss: 0.0315
Epoch  31 Batch  309/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9492, Loss: 0.0228
Epoch  31 Batch  310/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9442, Loss: 0.0278
Epoch  31 Batch  311/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9396, Loss: 0.0230
Epoch  31 Batch  312/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9347, Loss: 0.0321
Epoch  31 Batch  313/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9418, Loss: 0.0209
Epoch  31 Batch  314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0344
Epoch  31 Batch  315/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9421, Loss: 0.0265
Epoch  31 Batch  316/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0299
Epoch  31 Batch  317/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9411, Loss: 0.0338
Epoch  31 Batch  318/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9411, Loss: 0.0230
Epoch  31 Batch  319/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9453, Loss: 0.0396
Epoch  31 Batch  320/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9453, Loss: 0.0430
Epoch  31 Batch  321/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0232
Epoch  31 Batch  322/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9471, Loss: 0.0277
Epoch  31 Batch  323/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9439, Loss: 0.0284
Epoch  31 Batch  324/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9478, Loss: 0.0268
Epoch  31 Batch  325/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9499, Loss: 0.0291
Epoch  31 Batch  326/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9474, Loss: 0.0263
Epoch  31 Batch  327/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0373
Epoch  31 Batch  328/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0340
Epoch  31 Batch  329/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0307
Epoch  31 Batch  330/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9457, Loss: 0.0271
Epoch  31 Batch  331/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9503, Loss: 0.0311
Epoch  31 Batch  332/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9478, Loss: 0.0226
Epoch  31 Batch  333/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9478, Loss: 0.0253
Epoch  31 Batch  334/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0300
Epoch  31 Batch  335/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9517, Loss: 0.0302
Epoch  31 Batch  336/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9517, Loss: 0.0624
Epoch  31 Batch  337/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0303
Epoch  31 Batch  338/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9418, Loss: 0.0358
Epoch  31 Batch  339/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9418, Loss: 0.0224
Epoch  31 Batch  340/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9517, Loss: 0.0301
Epoch  31 Batch  341/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9446, Loss: 0.0359
Epoch  31 Batch  342/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9496, Loss: 0.0248
Epoch  31 Batch  343/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9446, Loss: 0.0376
Epoch  31 Batch  344/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9442, Loss: 0.0324
Epoch  31 Batch  345/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0213
Epoch  31 Batch  346/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9474, Loss: 0.0282
Epoch  31 Batch  347/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  31 Batch  348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9375, Loss: 0.0291
Epoch  31 Batch  349/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9347, Loss: 0.0265
Epoch  31 Batch  350/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9375, Loss: 0.0253
Epoch  31 Batch  351/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9347, Loss: 0.0288
Epoch  31 Batch  352/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9347, Loss: 0.0230
Epoch  31 Batch  353/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9396, Loss: 0.0277
Epoch  31 Batch  354/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0316
Epoch  31 Batch  355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9407, Loss: 0.0279
Epoch  31 Batch  356/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9411, Loss: 0.0290
Epoch  31 Batch  357/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9421, Loss: 0.0295
Epoch  31 Batch  358/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9325, Loss: 0.0317
Epoch  31 Batch  359/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9276, Loss: 0.0283
Epoch  31 Batch  360/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0250
Epoch  31 Batch  361/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9332, Loss: 0.0248
Epoch  31 Batch  362/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9382, Loss: 0.0366
Epoch  31 Batch  363/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9428, Loss: 0.0309
Epoch  31 Batch  364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0409
Epoch  31 Batch  365/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9478, Loss: 0.0193
Epoch  31 Batch  366/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0237
Epoch  31 Batch  367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0180
Epoch  31 Batch  368/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0266
Epoch  31 Batch  369/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9403, Loss: 0.0290
Epoch  31 Batch  370/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9428, Loss: 0.0308
Epoch  31 Batch  371/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9432, Loss: 0.0189
Epoch  31 Batch  372/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9361, Loss: 0.0221
Epoch  31 Batch  373/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9386, Loss: 0.0198
Epoch  31 Batch  374/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9386, Loss: 0.0290
Epoch  31 Batch  375/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9382, Loss: 0.0232
Epoch  31 Batch  376/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9393, Loss: 0.0336
Epoch  31 Batch  377/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9442, Loss: 0.0250
Epoch  31 Batch  378/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9318, Loss: 0.0202
Epoch  31 Batch  379/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0373
Epoch  31 Batch  380/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9460, Loss: 0.0254
Epoch  31 Batch  381/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9457, Loss: 0.0371
Epoch  31 Batch  382/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9457, Loss: 0.0393
Epoch  31 Batch  383/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0261
Epoch  31 Batch  384/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9361, Loss: 0.0211
Epoch  31 Batch  385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0226
Epoch  31 Batch  386/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9393, Loss: 0.0236
Epoch  31 Batch  387/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0232
Epoch  31 Batch  388/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9453, Loss: 0.0409
Epoch  31 Batch  389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0300
Epoch  31 Batch  390/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9453, Loss: 0.0403
Epoch  31 Batch  391/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9432, Loss: 0.0316
Epoch  31 Batch  392/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9379, Loss: 0.0371
Epoch  31 Batch  393/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9375, Loss: 0.0251
Epoch  31 Batch  394/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9379, Loss: 0.0257
Epoch  31 Batch  395/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9379, Loss: 0.0256
Epoch  31 Batch  396/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0292
Epoch  31 Batch  397/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9531, Loss: 0.0283
Epoch  31 Batch  398/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9418, Loss: 0.0263
Epoch  31 Batch  399/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9379, Loss: 0.0316
Epoch  31 Batch  400/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9432, Loss: 0.0305
Epoch  31 Batch  401/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9428, Loss: 0.0233
Epoch  31 Batch  402/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9435, Loss: 0.0229
Epoch  31 Batch  403/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9478, Loss: 0.0404
Epoch  31 Batch  404/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0307
Epoch  31 Batch  405/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9414, Loss: 0.0323
Epoch  31 Batch  406/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9460, Loss: 0.0277
Epoch  31 Batch  407/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9453, Loss: 0.0317
Epoch  31 Batch  408/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0313
Epoch  31 Batch  409/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9574, Loss: 0.0319
Epoch  31 Batch  410/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9521, Loss: 0.0361
Epoch  31 Batch  411/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9521, Loss: 0.0267
Epoch  31 Batch  412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9517, Loss: 0.0244
Epoch  31 Batch  413/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0310
Epoch  31 Batch  414/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9425, Loss: 0.0259
Epoch  31 Batch  415/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9425, Loss: 0.0307
Epoch  31 Batch  416/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9425, Loss: 0.0273
Epoch  31 Batch  417/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9407, Loss: 0.0402
Epoch  31 Batch  418/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9457, Loss: 0.0228
Epoch  31 Batch  419/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9453, Loss: 0.0234
Epoch  31 Batch  420/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9503, Loss: 0.0221
Epoch  31 Batch  421/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9400, Loss: 0.0468
Epoch  31 Batch  422/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9432, Loss: 0.0324
Epoch  31 Batch  423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9382, Loss: 0.0297
Epoch  31 Batch  424/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9403, Loss: 0.0261
Epoch  31 Batch  425/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9382, Loss: 0.0243
Epoch  31 Batch  426/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9350, Loss: 0.0364
Epoch  31 Batch  427/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0258
Epoch  31 Batch  428/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9364, Loss: 0.0236
Epoch  31 Batch  429/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9329, Loss: 0.0242
Epoch  31 Batch  430/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9329, Loss: 0.0242
Epoch  31 Batch  431/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9357, Loss: 0.0226
Epoch  31 Batch  432/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9421, Loss: 0.0281
Epoch  31 Batch  433/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9418, Loss: 0.0307
Epoch  31 Batch  434/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9439, Loss: 0.0257
Epoch  31 Batch  435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9389, Loss: 0.0334
Epoch  31 Batch  436/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9339, Loss: 0.0311
Epoch  31 Batch  437/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9283, Loss: 0.0202
Epoch  31 Batch  438/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9304, Loss: 0.0268
Epoch  31 Batch  439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9304, Loss: 0.0270
Epoch  31 Batch  440/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9304, Loss: 0.0337
Epoch  31 Batch  441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9297, Loss: 0.0264
Epoch  31 Batch  442/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9293, Loss: 0.0331
Epoch  31 Batch  443/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9297, Loss: 0.0260
Epoch  31 Batch  444/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9311, Loss: 0.0295
Epoch  31 Batch  445/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9361, Loss: 0.0301
Epoch  31 Batch  446/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9411, Loss: 0.0224
Epoch  31 Batch  447/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9368, Loss: 0.0257
Epoch  31 Batch  448/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0335
Epoch  31 Batch  449/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9403, Loss: 0.0363
Epoch  31 Batch  450/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9357, Loss: 0.0312
Epoch  31 Batch  451/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9354, Loss: 0.0246
Epoch  31 Batch  452/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0229
Epoch  31 Batch  453/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9396, Loss: 0.0280
Epoch  31 Batch  454/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9318, Loss: 0.0384
Epoch  31 Batch  455/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9322, Loss: 0.0311
Epoch  31 Batch  456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9411, Loss: 0.0300
Epoch  31 Batch  457/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9361, Loss: 0.0206
Epoch  31 Batch  458/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9318, Loss: 0.0340
Epoch  31 Batch  459/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9364, Loss: 0.0272
Epoch  31 Batch  460/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9364, Loss: 0.0344
Epoch  31 Batch  461/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9364, Loss: 0.0270
Epoch  31 Batch  462/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0273
Epoch  31 Batch  463/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9386, Loss: 0.0289
Epoch  31 Batch  464/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9336, Loss: 0.0276
Epoch  31 Batch  465/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9332, Loss: 0.0401
Epoch  31 Batch  466/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9332, Loss: 0.0280
Epoch  31 Batch  467/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9379, Loss: 0.0329
Epoch  31 Batch  468/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9350, Loss: 0.0274
Epoch  31 Batch  469/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9329, Loss: 0.0212
Epoch  31 Batch  470/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9322, Loss: 0.0291
Epoch  31 Batch  471/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9265, Loss: 0.0208
Epoch  31 Batch  472/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9265, Loss: 0.0256
Epoch  31 Batch  473/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9268, Loss: 0.0318
Epoch  31 Batch  474/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9268, Loss: 0.0249
Epoch  31 Batch  475/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9268, Loss: 0.0298
Epoch  31 Batch  476/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9343, Loss: 0.0210
Epoch  31 Batch  477/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0316
Epoch  31 Batch  478/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9393, Loss: 0.0304
Epoch  31 Batch  479/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9411, Loss: 0.0311
Epoch  31 Batch  480/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9336, Loss: 0.0272
Epoch  31 Batch  481/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9336, Loss: 0.0271
Epoch  31 Batch  482/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9332, Loss: 0.0271
Epoch  31 Batch  483/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9332, Loss: 0.0404
Epoch  31 Batch  484/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9283, Loss: 0.0322
Epoch  31 Batch  485/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9190, Loss: 0.0311
Epoch  31 Batch  486/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9190, Loss: 0.0245
Epoch  31 Batch  487/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9336, Loss: 0.0230
Epoch  31 Batch  488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9357, Loss: 0.0221
Epoch  31 Batch  489/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9304, Loss: 0.0244
Epoch  31 Batch  490/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9286, Loss: 0.0339
Epoch  31 Batch  491/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9357, Loss: 0.0332
Epoch  31 Batch  492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9268, Loss: 0.0314
Epoch  31 Batch  493/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9322, Loss: 0.0242
Epoch  31 Batch  494/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9322, Loss: 0.0244
Epoch  31 Batch  495/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9322, Loss: 0.0232
Epoch  31 Batch  496/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9368, Loss: 0.0276
Epoch  31 Batch  497/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9368, Loss: 0.0271
Epoch  31 Batch  498/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9411, Loss: 0.0317
Epoch  31 Batch  499/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9318, Loss: 0.0298
Epoch  31 Batch  500/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9343, Loss: 0.0214
Epoch  31 Batch  501/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9396, Loss: 0.0239
Epoch  31 Batch  502/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9386, Loss: 0.0293
Epoch  31 Batch  503/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0246
Epoch  31 Batch  504/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9453, Loss: 0.0252
Epoch  31 Batch  505/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9453, Loss: 0.0217
Epoch  31 Batch  506/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0375
Epoch  31 Batch  507/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9411, Loss: 0.0290
Epoch  31 Batch  508/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9453, Loss: 0.0266
Epoch  31 Batch  509/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9453, Loss: 0.0322
Epoch  31 Batch  510/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0259
Epoch  31 Batch  511/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0297
Epoch  31 Batch  512/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9396, Loss: 0.0219
Epoch  31 Batch  513/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0332
Epoch  31 Batch  514/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9439, Loss: 0.0231
Epoch  31 Batch  515/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0265
Epoch  31 Batch  516/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9393, Loss: 0.0281
Epoch  31 Batch  517/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9361, Loss: 0.0307
Epoch  31 Batch  518/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9350, Loss: 0.0246
Epoch  31 Batch  519/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9350, Loss: 0.0317
Epoch  31 Batch  520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0212
Epoch  31 Batch  521/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9293, Loss: 0.0266
Epoch  31 Batch  522/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9212, Loss: 0.0345
Epoch  31 Batch  523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9222, Loss: 0.0303
Epoch  31 Batch  524/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9215, Loss: 0.0284
Epoch  31 Batch  525/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9233, Loss: 0.0261
Epoch  31 Batch  526/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9286, Loss: 0.0237
Epoch  31 Batch  527/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0291
Epoch  31 Batch  528/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9510, Loss: 0.0283
Epoch  31 Batch  529/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0283
Epoch  31 Batch  530/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9535, Loss: 0.0325
Epoch  31 Batch  531/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0307
Epoch  31 Batch  532/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9450, Loss: 0.0350
Epoch  31 Batch  533/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9400, Loss: 0.0256
Epoch  31 Batch  534/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9332, Loss: 0.0343
Epoch  31 Batch  535/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9364, Loss: 0.0288
Epoch  31 Batch  536/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9361, Loss: 0.0295
Epoch  31 Batch  537/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0240
Epoch  31 Batch  538/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0205
Epoch  31 Batch  539/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9407, Loss: 0.0358
Epoch  31 Batch  540/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0215
Epoch  31 Batch  541/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9467, Loss: 0.0253
Epoch  31 Batch  542/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0289
Epoch  31 Batch  543/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9471, Loss: 0.0235
Epoch  31 Batch  544/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9421, Loss: 0.0168
Epoch  31 Batch  545/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9414, Loss: 0.0260
Epoch  31 Batch  546/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9354, Loss: 0.0295
Epoch  31 Batch  547/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9350, Loss: 0.0238
Epoch  31 Batch  548/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9347, Loss: 0.0340
Epoch  31 Batch  549/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9272, Loss: 0.0327
Epoch  31 Batch  550/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9290, Loss: 0.0295
Epoch  31 Batch  551/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9304, Loss: 0.0304
Epoch  31 Batch  552/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9297, Loss: 0.0368
Epoch  31 Batch  553/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9336, Loss: 0.0360
Epoch  31 Batch  554/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0272
Epoch  31 Batch  555/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9364, Loss: 0.0265
Epoch  31 Batch  556/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9339, Loss: 0.0210
Epoch  31 Batch  557/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9371, Loss: 0.0293
Epoch  31 Batch  558/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9368, Loss: 0.0217
Epoch  31 Batch  559/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9357, Loss: 0.0319
Epoch  31 Batch  560/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9308, Loss: 0.0320
Epoch  31 Batch  561/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9279, Loss: 0.0278
Epoch  31 Batch  562/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9265, Loss: 0.0223
Epoch  31 Batch  563/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9265, Loss: 0.0309
Epoch  31 Batch  564/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9336, Loss: 0.0407
Epoch  31 Batch  565/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9364, Loss: 0.0387
Epoch  31 Batch  566/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9361, Loss: 0.0325
Epoch  31 Batch  567/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9339, Loss: 0.0305
Epoch  31 Batch  568/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9336, Loss: 0.0255
Epoch  31 Batch  569/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9411, Loss: 0.0341
Epoch  31 Batch  570/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9411, Loss: 0.0358
Epoch  31 Batch  571/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0223
Epoch  31 Batch  572/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0319
Epoch  31 Batch  573/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9407, Loss: 0.0445
Epoch  31 Batch  574/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9364, Loss: 0.0297
Epoch  31 Batch  575/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9396, Loss: 0.0245
Epoch  31 Batch  576/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9386, Loss: 0.0216
Epoch  31 Batch  577/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9471, Loss: 0.0270
Epoch  31 Batch  578/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9471, Loss: 0.0222
Epoch  31 Batch  579/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9474, Loss: 0.0289
Epoch  31 Batch  580/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0224
Epoch  31 Batch  581/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0237
Epoch  31 Batch  582/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0241
Epoch  31 Batch  583/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9599, Loss: 0.0332
Epoch  31 Batch  584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9549, Loss: 0.0324
Epoch  31 Batch  585/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0193
Epoch  31 Batch  586/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9545, Loss: 0.0264
Epoch  31 Batch  587/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0282
Epoch  31 Batch  588/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9531, Loss: 0.0259
Epoch  31 Batch  589/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9531, Loss: 0.0247
Epoch  31 Batch  590/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9535, Loss: 0.0285
Epoch  31 Batch  591/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9407, Loss: 0.0278
Epoch  31 Batch  592/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9403, Loss: 0.0276
Epoch  31 Batch  593/1077 - Train Accuracy: 0.9200, Validation Accuracy: 0.9407, Loss: 0.0445
Epoch  31 Batch  594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0321
Epoch  31 Batch  595/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0236
Epoch  31 Batch  596/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9453, Loss: 0.0294
Epoch  31 Batch  597/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0273
Epoch  31 Batch  598/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9446, Loss: 0.0302
Epoch  31 Batch  599/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9368, Loss: 0.0474
Epoch  31 Batch  600/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9464, Loss: 0.0395
Epoch  31 Batch  601/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9510, Loss: 0.0339
Epoch  31 Batch  602/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9464, Loss: 0.0294
Epoch  31 Batch  603/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0313
Epoch  31 Batch  604/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9510, Loss: 0.0454
Epoch  31 Batch  605/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0347
Epoch  31 Batch  606/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9542, Loss: 0.0227
Epoch  31 Batch  607/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9492, Loss: 0.0370
Epoch  31 Batch  608/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0358
Epoch  31 Batch  609/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9499, Loss: 0.0362
Epoch  31 Batch  610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9450, Loss: 0.0340
Epoch  31 Batch  611/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0295
Epoch  31 Batch  612/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9329, Loss: 0.0220
Epoch  31 Batch  613/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9329, Loss: 0.0364
Epoch  31 Batch  614/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9265, Loss: 0.0294
Epoch  31 Batch  615/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9318, Loss: 0.0212
Epoch  31 Batch  616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9418, Loss: 0.0236
Epoch  31 Batch  617/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  31 Batch  618/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9450, Loss: 0.0310
Epoch  31 Batch  619/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9439, Loss: 0.0223
Epoch  31 Batch  620/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9371, Loss: 0.0290
Epoch  31 Batch  621/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0332
Epoch  31 Batch  622/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9489, Loss: 0.0374
Epoch  31 Batch  623/1077 - Train Accuracy: 0.9074, Validation Accuracy: 0.9364, Loss: 0.0390
Epoch  31 Batch  624/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9315, Loss: 0.0317
Epoch  31 Batch  625/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0262
Epoch  31 Batch  626/1077 - Train Accuracy: 0.9460, Validation Accuracy: 0.9364, Loss: 0.0252
Epoch  31 Batch  627/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9343, Loss: 0.0277
Epoch  31 Batch  628/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9343, Loss: 0.0274
Epoch  31 Batch  629/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9347, Loss: 0.0321
Epoch  31 Batch  630/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9442, Loss: 0.0299
Epoch  31 Batch  631/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9450, Loss: 0.0368
Epoch  31 Batch  632/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0264
Epoch  31 Batch  633/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9446, Loss: 0.0290
Epoch  31 Batch  634/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9467, Loss: 0.0206
Epoch  31 Batch  635/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9489, Loss: 0.0343
Epoch  31 Batch  636/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0248
Epoch  31 Batch  637/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9524, Loss: 0.0270
Epoch  31 Batch  638/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9474, Loss: 0.0240
Epoch  31 Batch  639/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9418, Loss: 0.0372
Epoch  31 Batch  640/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0213
Epoch  31 Batch  641/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0317
Epoch  31 Batch  642/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0274
Epoch  31 Batch  643/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9414, Loss: 0.0222
Epoch  31 Batch  644/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9364, Loss: 0.0277
Epoch  31 Batch  645/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9311, Loss: 0.0329
Epoch  31 Batch  646/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9411, Loss: 0.0267
Epoch  31 Batch  647/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9457, Loss: 0.0322
Epoch  31 Batch  648/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9457, Loss: 0.0295
Epoch  31 Batch  649/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0306
Epoch  31 Batch  650/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9442, Loss: 0.0279
Epoch  31 Batch  651/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0253
Epoch  31 Batch  652/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9435, Loss: 0.0259
Epoch  31 Batch  653/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0345
Epoch  31 Batch  654/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0285
Epoch  31 Batch  655/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9467, Loss: 0.0392
Epoch  31 Batch  656/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9471, Loss: 0.0297
Epoch  31 Batch  657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9375, Loss: 0.0296
Epoch  31 Batch  658/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9364, Loss: 0.0198
Epoch  31 Batch  659/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9315, Loss: 0.0287
Epoch  31 Batch  660/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9315, Loss: 0.0215
Epoch  31 Batch  661/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0307
Epoch  31 Batch  662/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9393, Loss: 0.0263
Epoch  31 Batch  663/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9407, Loss: 0.0248
Epoch  31 Batch  664/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0343
Epoch  31 Batch  665/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9361, Loss: 0.0233
Epoch  31 Batch  666/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9237, Loss: 0.0302
Epoch  31 Batch  667/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9237, Loss: 0.0303
Epoch  31 Batch  668/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9336, Loss: 0.0246
Epoch  31 Batch  669/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9336, Loss: 0.0231
Epoch  31 Batch  670/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9428, Loss: 0.0255
Epoch  31 Batch  671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9428, Loss: 0.0314
Epoch  31 Batch  672/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9375, Loss: 0.0228
Epoch  31 Batch  673/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9379, Loss: 0.0321
Epoch  31 Batch  674/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9393, Loss: 0.0270
Epoch  31 Batch  675/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0279
Epoch  31 Batch  676/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9439, Loss: 0.0265
Epoch  31 Batch  677/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9354, Loss: 0.0314
Epoch  31 Batch  678/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9339, Loss: 0.0246
Epoch  31 Batch  679/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9339, Loss: 0.0261
Epoch  31 Batch  680/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9293, Loss: 0.0294
Epoch  31 Batch  681/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9339, Loss: 0.0249
Epoch  31 Batch  682/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9339, Loss: 0.0269
Epoch  31 Batch  683/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9339, Loss: 0.0238
Epoch  31 Batch  684/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9311, Loss: 0.0251
Epoch  31 Batch  685/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9347, Loss: 0.0362
Epoch  31 Batch  686/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9347, Loss: 0.0227
Epoch  31 Batch  687/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0266
Epoch  31 Batch  688/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9347, Loss: 0.0218
Epoch  31 Batch  689/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9350, Loss: 0.0199
Epoch  31 Batch  690/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9357, Loss: 0.0285
Epoch  31 Batch  691/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9361, Loss: 0.0292
Epoch  31 Batch  692/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9407, Loss: 0.0246
Epoch  31 Batch  693/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9407, Loss: 0.0429
Epoch  31 Batch  694/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9457, Loss: 0.0271
Epoch  31 Batch  695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0280
Epoch  31 Batch  696/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0258
Epoch  31 Batch  697/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9457, Loss: 0.0257
Epoch  31 Batch  698/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9407, Loss: 0.0256
Epoch  31 Batch  699/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9407, Loss: 0.0205
Epoch  31 Batch  700/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0247
Epoch  31 Batch  701/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9354, Loss: 0.0302
Epoch  31 Batch  702/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9396, Loss: 0.0388
Epoch  31 Batch  703/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0275
Epoch  31 Batch  704/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9499, Loss: 0.0352
Epoch  31 Batch  705/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9506, Loss: 0.0320
Epoch  31 Batch  706/1077 - Train Accuracy: 0.9040, Validation Accuracy: 0.9506, Loss: 0.0476
Epoch  31 Batch  707/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9457, Loss: 0.0313
Epoch  31 Batch  708/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9506, Loss: 0.0282
Epoch  31 Batch  709/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9496, Loss: 0.0358
Epoch  31 Batch  710/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9432, Loss: 0.0188
Epoch  31 Batch  711/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9450, Loss: 0.0384
Epoch  31 Batch  712/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0208
Epoch  31 Batch  713/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9400, Loss: 0.0253
Epoch  31 Batch  714/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9201, Loss: 0.0262
Epoch  31 Batch  715/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9233, Loss: 0.0329
Epoch  31 Batch  716/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9290, Loss: 0.0259
Epoch  31 Batch  717/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9293, Loss: 0.0216
Epoch  31 Batch  718/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9290, Loss: 0.0272
Epoch  31 Batch  719/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9297, Loss: 0.0301
Epoch  31 Batch  720/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9279, Loss: 0.0298
Epoch  31 Batch  721/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9237, Loss: 0.0285
Epoch  31 Batch  722/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9254, Loss: 0.0278
Epoch  31 Batch  723/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0312
Epoch  31 Batch  724/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9435, Loss: 0.0321
Epoch  31 Batch  725/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9386, Loss: 0.0205
Epoch  31 Batch  726/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9311, Loss: 0.0248
Epoch  31 Batch  727/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0230
Epoch  31 Batch  728/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9336, Loss: 0.0391
Epoch  31 Batch  729/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9336, Loss: 0.0325
Epoch  31 Batch  730/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9357, Loss: 0.0328
Epoch  31 Batch  731/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9354, Loss: 0.0276
Epoch  31 Batch  732/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9389, Loss: 0.0305
Epoch  31 Batch  733/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9386, Loss: 0.0303
Epoch  31 Batch  734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9393, Loss: 0.0269
Epoch  31 Batch  735/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9375, Loss: 0.0226
Epoch  31 Batch  736/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9375, Loss: 0.0252
Epoch  31 Batch  737/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9329, Loss: 0.0273
Epoch  31 Batch  738/1077 - Train Accuracy: 0.9772, Validation Accuracy: 0.9354, Loss: 0.0180
Epoch  31 Batch  739/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9276, Loss: 0.0294
Epoch  31 Batch  740/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9304, Loss: 0.0211
Epoch  31 Batch  741/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9293, Loss: 0.0319
Epoch  31 Batch  742/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9293, Loss: 0.0300
Epoch  31 Batch  743/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9368, Loss: 0.0299
Epoch  31 Batch  744/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9364, Loss: 0.0301
Epoch  31 Batch  745/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0293
Epoch  31 Batch  746/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9403, Loss: 0.0268
Epoch  31 Batch  747/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0202
Epoch  31 Batch  748/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9361, Loss: 0.0242
Epoch  31 Batch  749/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9332, Loss: 0.0221
Epoch  31 Batch  750/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9332, Loss: 0.0275
Epoch  31 Batch  751/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9297, Loss: 0.0259
Epoch  31 Batch  752/1077 - Train Accuracy: 0.9249, Validation Accuracy: 0.9343, Loss: 0.0264
Epoch  31 Batch  753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9357, Loss: 0.0219
Epoch  31 Batch  754/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9361, Loss: 0.0309
Epoch  31 Batch  755/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9371, Loss: 0.0314
Epoch  31 Batch  756/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9428, Loss: 0.0233
Epoch  31 Batch  757/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9460, Loss: 0.0271
Epoch  31 Batch  758/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9542, Loss: 0.0242
Epoch  31 Batch  759/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9549, Loss: 0.0281
Epoch  31 Batch  760/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9474, Loss: 0.0332
Epoch  31 Batch  761/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9556, Loss: 0.0257
Epoch  31 Batch  762/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0262
Epoch  31 Batch  763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0333
Epoch  31 Batch  764/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9496, Loss: 0.0286
Epoch  31 Batch  765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9560, Loss: 0.0339
Epoch  31 Batch  766/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9506, Loss: 0.0356
Epoch  31 Batch  767/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0258
Epoch  31 Batch  768/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0287
Epoch  31 Batch  769/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9489, Loss: 0.0299
Epoch  31 Batch  770/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9482, Loss: 0.0253
Epoch  31 Batch  771/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  31 Batch  772/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9467, Loss: 0.0267
Epoch  31 Batch  773/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0272
Epoch  31 Batch  774/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0282
Epoch  31 Batch  775/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9585, Loss: 0.0276
Epoch  31 Batch  776/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0278
Epoch  31 Batch  777/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0230
Epoch  31 Batch  778/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9545, Loss: 0.0292
Epoch  31 Batch  779/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0252
Epoch  31 Batch  780/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9513, Loss: 0.0355
Epoch  31 Batch  781/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9457, Loss: 0.0202
Epoch  31 Batch  782/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9432, Loss: 0.0274
Epoch  31 Batch  783/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0300
Epoch  31 Batch  784/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9336, Loss: 0.0184
Epoch  31 Batch  785/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9336, Loss: 0.0223
Epoch  31 Batch  786/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9382, Loss: 0.0255
Epoch  31 Batch  787/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9386, Loss: 0.0290
Epoch  31 Batch  788/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9407, Loss: 0.0276
Epoch  31 Batch  789/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9357, Loss: 0.0283
Epoch  31 Batch  790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9382, Loss: 0.0329
Epoch  31 Batch  791/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9382, Loss: 0.0329
Epoch  31 Batch  792/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0297
Epoch  31 Batch  793/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0279
Epoch  31 Batch  794/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9482, Loss: 0.0234
Epoch  31 Batch  795/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0340
Epoch  31 Batch  796/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0279
Epoch  31 Batch  797/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9531, Loss: 0.0317
Epoch  31 Batch  798/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9531, Loss: 0.0236
Epoch  31 Batch  799/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9510, Loss: 0.0404
Epoch  31 Batch  800/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0253
Epoch  31 Batch  801/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9506, Loss: 0.0292
Epoch  31 Batch  802/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0324
Epoch  31 Batch  803/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9414, Loss: 0.0298
Epoch  31 Batch  804/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9322, Loss: 0.0183
Epoch  31 Batch  805/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9332, Loss: 0.0284
Epoch  31 Batch  806/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9286, Loss: 0.0210
Epoch  31 Batch  807/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9286, Loss: 0.0200
Epoch  31 Batch  808/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9286, Loss: 0.0386
Epoch  31 Batch  809/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9268, Loss: 0.0447
Epoch  31 Batch  810/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9268, Loss: 0.0230
Epoch  31 Batch  811/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9371, Loss: 0.0280
Epoch  31 Batch  812/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9435, Loss: 0.0277
Epoch  31 Batch  813/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9411, Loss: 0.0266
Epoch  31 Batch  814/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0270
Epoch  31 Batch  815/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9510, Loss: 0.0330
Epoch  31 Batch  816/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9467, Loss: 0.0271
Epoch  31 Batch  817/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0270
Epoch  31 Batch  818/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9435, Loss: 0.0280
Epoch  31 Batch  819/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9538, Loss: 0.0276
Epoch  31 Batch  820/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9545, Loss: 0.0289
Epoch  31 Batch  821/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0265
Epoch  31 Batch  822/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0265
Epoch  31 Batch  823/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0265
Epoch  31 Batch  824/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0313
Epoch  31 Batch  825/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9517, Loss: 0.0215
Epoch  31 Batch  826/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9517, Loss: 0.0251
Epoch  31 Batch  827/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9517, Loss: 0.0290
Epoch  31 Batch  828/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9517, Loss: 0.0256
Epoch  31 Batch  829/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9457, Loss: 0.0389
Epoch  31 Batch  830/1077 - Train Accuracy: 0.9020, Validation Accuracy: 0.9457, Loss: 0.0327
Epoch  31 Batch  831/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  31 Batch  832/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9450, Loss: 0.0248
Epoch  31 Batch  833/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9450, Loss: 0.0327
Epoch  31 Batch  834/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9446, Loss: 0.0275
Epoch  31 Batch  835/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9400, Loss: 0.0288
Epoch  31 Batch  836/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9407, Loss: 0.0232
Epoch  31 Batch  837/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0342
Epoch  31 Batch  838/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0263
Epoch  31 Batch  839/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0224
Epoch  31 Batch  840/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9567, Loss: 0.0296
Epoch  31 Batch  841/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9560, Loss: 0.0422
Epoch  31 Batch  842/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0223
Epoch  31 Batch  843/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9602, Loss: 0.0224
Epoch  31 Batch  844/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9602, Loss: 0.0241
Epoch  31 Batch  845/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0268
Epoch  31 Batch  846/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9570, Loss: 0.0392
Epoch  31 Batch  847/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0308
Epoch  31 Batch  848/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0231
Epoch  31 Batch  849/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0183
Epoch  31 Batch  850/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9439, Loss: 0.0439
Epoch  31 Batch  851/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9411, Loss: 0.0368
Epoch  31 Batch  852/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9411, Loss: 0.0445
Epoch  31 Batch  853/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0256
Epoch  31 Batch  854/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9382, Loss: 0.0305
Epoch  31 Batch  855/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9386, Loss: 0.0353
Epoch  31 Batch  856/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9382, Loss: 0.0307
Epoch  31 Batch  857/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0247
Epoch  31 Batch  858/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  31 Batch  859/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0245
Epoch  31 Batch  860/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9510, Loss: 0.0334
Epoch  31 Batch  861/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9453, Loss: 0.0310
Epoch  31 Batch  862/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9453, Loss: 0.0321
Epoch  31 Batch  863/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9450, Loss: 0.0224
Epoch  31 Batch  864/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9499, Loss: 0.0266
Epoch  31 Batch  865/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9496, Loss: 0.0272
Epoch  31 Batch  866/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9453, Loss: 0.0329
Epoch  31 Batch  867/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0669
Epoch  31 Batch  868/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0342
Epoch  31 Batch  869/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9528, Loss: 0.0245
Epoch  31 Batch  870/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9506, Loss: 0.0308
Epoch  31 Batch  871/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0218
Epoch  31 Batch  872/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9553, Loss: 0.0289
Epoch  31 Batch  873/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9478, Loss: 0.0292
Epoch  31 Batch  874/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9442, Loss: 0.0298
Epoch  31 Batch  875/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9492, Loss: 0.0272
Epoch  31 Batch  876/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  31 Batch  877/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9467, Loss: 0.0237
Epoch  31 Batch  878/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0231
Epoch  31 Batch  879/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9510, Loss: 0.0202
Epoch  31 Batch  880/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0333
Epoch  31 Batch  881/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9531, Loss: 0.0265
Epoch  31 Batch  882/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0274
Epoch  31 Batch  883/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9414, Loss: 0.0366
Epoch  31 Batch  884/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9460, Loss: 0.0296
Epoch  31 Batch  885/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9460, Loss: 0.0191
Epoch  31 Batch  886/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0246
Epoch  31 Batch  887/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9460, Loss: 0.0303
Epoch  31 Batch  888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9464, Loss: 0.0280
Epoch  31 Batch  889/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9442, Loss: 0.0291
Epoch  31 Batch  890/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9439, Loss: 0.0312
Epoch  31 Batch  891/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0226
Epoch  31 Batch  892/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0268
Epoch  31 Batch  893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0273
Epoch  31 Batch  894/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0232
Epoch  31 Batch  895/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9425, Loss: 0.0216
Epoch  31 Batch  896/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9354, Loss: 0.0270
Epoch  31 Batch  897/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9311, Loss: 0.0228
Epoch  31 Batch  898/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9354, Loss: 0.0271
Epoch  31 Batch  899/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0288
Epoch  31 Batch  900/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9400, Loss: 0.0300
Epoch  31 Batch  901/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0418
Epoch  31 Batch  902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9407, Loss: 0.0340
Epoch  31 Batch  903/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0263
Epoch  31 Batch  904/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9545, Loss: 0.0256
Epoch  31 Batch  905/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0219
Epoch  31 Batch  906/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9545, Loss: 0.0248
Epoch  31 Batch  907/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0260
Epoch  31 Batch  908/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0285
Epoch  31 Batch  909/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9549, Loss: 0.0374
Epoch  31 Batch  910/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9503, Loss: 0.0332
Epoch  31 Batch  911/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9450, Loss: 0.0405
Epoch  31 Batch  912/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0240
Epoch  31 Batch  913/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9496, Loss: 0.0374
Epoch  31 Batch  914/1077 - Train Accuracy: 0.9456, Validation Accuracy: 0.9435, Loss: 0.0609
Epoch  31 Batch  915/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9432, Loss: 0.0240
Epoch  31 Batch  916/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0277
Epoch  31 Batch  917/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0299
Epoch  31 Batch  918/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0256
Epoch  31 Batch  919/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9414, Loss: 0.0224
Epoch  31 Batch  920/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0239
Epoch  31 Batch  921/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9368, Loss: 0.0281
Epoch  31 Batch  922/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9368, Loss: 0.0267
Epoch  31 Batch  923/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9460, Loss: 0.0183
Epoch  31 Batch  924/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9439, Loss: 0.0406
Epoch  31 Batch  925/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9450, Loss: 0.0238
Epoch  31 Batch  926/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9549, Loss: 0.0323
Epoch  31 Batch  927/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9549, Loss: 0.0327
Epoch  31 Batch  928/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0282
Epoch  31 Batch  929/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0252
Epoch  31 Batch  930/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9666, Loss: 0.0197
Epoch  31 Batch  931/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9446, Loss: 0.0287
Epoch  31 Batch  932/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9396, Loss: 0.0284
Epoch  31 Batch  933/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9400, Loss: 0.0234
Epoch  31 Batch  934/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9357, Loss: 0.0240
Epoch  31 Batch  935/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9407, Loss: 0.0283
Epoch  31 Batch  936/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9411, Loss: 0.0299
Epoch  31 Batch  937/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9411, Loss: 0.0378
Epoch  31 Batch  938/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0341
Epoch  31 Batch  939/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0314
Epoch  31 Batch  940/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9581, Loss: 0.0257
Epoch  31 Batch  941/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9538, Loss: 0.0262
Epoch  31 Batch  942/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9556, Loss: 0.0318
Epoch  31 Batch  943/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0293
Epoch  31 Batch  944/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0267
Epoch  31 Batch  945/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0224
Epoch  31 Batch  946/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9574, Loss: 0.0194
Epoch  31 Batch  947/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9574, Loss: 0.0333
Epoch  31 Batch  948/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9616, Loss: 0.0340
Epoch  31 Batch  949/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9506, Loss: 0.0220
Epoch  31 Batch  950/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9556, Loss: 0.0245
Epoch  31 Batch  951/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9606, Loss: 0.0306
Epoch  31 Batch  952/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0192
Epoch  31 Batch  953/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9585, Loss: 0.0228
Epoch  31 Batch  954/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9585, Loss: 0.0334
Epoch  31 Batch  955/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9585, Loss: 0.0307
Epoch  31 Batch  956/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0306
Epoch  31 Batch  957/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9531, Loss: 0.0179
Epoch  31 Batch  958/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9528, Loss: 0.0306
Epoch  31 Batch  959/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9421, Loss: 0.0322
Epoch  31 Batch  960/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9393, Loss: 0.0282
Epoch  31 Batch  961/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9229, Loss: 0.0212
Epoch  31 Batch  962/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9279, Loss: 0.0297
Epoch  31 Batch  963/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9329, Loss: 0.0384
Epoch  31 Batch  964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9379, Loss: 0.0229
Epoch  31 Batch  965/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9545, Loss: 0.0437
Epoch  31 Batch  966/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0238
Epoch  31 Batch  967/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9549, Loss: 0.0323
Epoch  31 Batch  968/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9549, Loss: 0.0344
Epoch  31 Batch  969/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9545, Loss: 0.0358
Epoch  31 Batch  970/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0278
Epoch  31 Batch  971/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9425, Loss: 0.0319
Epoch  31 Batch  972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9425, Loss: 0.0321
Epoch  31 Batch  973/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9396, Loss: 0.0233
Epoch  31 Batch  974/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  31 Batch  975/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0268
Epoch  31 Batch  976/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9453, Loss: 0.0231
Epoch  31 Batch  977/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0186
Epoch  31 Batch  978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9364, Loss: 0.0264
Epoch  31 Batch  979/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9364, Loss: 0.0250
Epoch  31 Batch  980/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9442, Loss: 0.0318
Epoch  31 Batch  981/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9524, Loss: 0.0334
Epoch  31 Batch  982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0306
Epoch  31 Batch  983/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9411, Loss: 0.0260
Epoch  31 Batch  984/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9361, Loss: 0.0310
Epoch  31 Batch  985/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0238
Epoch  31 Batch  986/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0250
Epoch  31 Batch  987/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9510, Loss: 0.0245
Epoch  31 Batch  988/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0293
Epoch  31 Batch  989/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0316
Epoch  31 Batch  990/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9450, Loss: 0.0311
Epoch  31 Batch  991/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9432, Loss: 0.0250
Epoch  31 Batch  992/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0302
Epoch  31 Batch  993/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9450, Loss: 0.0206
Epoch  31 Batch  994/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9418, Loss: 0.0224
Epoch  31 Batch  995/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9364, Loss: 0.0259
Epoch  31 Batch  996/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9325, Loss: 0.0291
Epoch  31 Batch  997/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9371, Loss: 0.0291
Epoch  31 Batch  998/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9375, Loss: 0.0234
Epoch  31 Batch  999/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9322, Loss: 0.0338
Epoch  31 Batch 1000/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9339, Loss: 0.0291
Epoch  31 Batch 1001/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9290, Loss: 0.0251
Epoch  31 Batch 1002/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9244, Loss: 0.0185
Epoch  31 Batch 1003/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9233, Loss: 0.0259
Epoch  31 Batch 1004/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9233, Loss: 0.0265
Epoch  31 Batch 1005/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9233, Loss: 0.0271
Epoch  31 Batch 1006/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9279, Loss: 0.0243
Epoch  31 Batch 1007/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9286, Loss: 0.0221
Epoch  31 Batch 1008/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9290, Loss: 0.0284
Epoch  31 Batch 1009/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9400, Loss: 0.0176
Epoch  31 Batch 1010/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0254
Epoch  31 Batch 1011/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0317
Epoch  31 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9453, Loss: 0.0207
Epoch  31 Batch 1013/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9428, Loss: 0.0208
Epoch  31 Batch 1014/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0236
Epoch  31 Batch 1015/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9400, Loss: 0.0394
Epoch  31 Batch 1016/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9442, Loss: 0.0241
Epoch  31 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9446, Loss: 0.0226
Epoch  31 Batch 1018/1077 - Train Accuracy: 0.9252, Validation Accuracy: 0.9389, Loss: 0.0345
Epoch  31 Batch 1019/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9332, Loss: 0.0370
Epoch  31 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9386, Loss: 0.0249
Epoch  31 Batch 1021/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9379, Loss: 0.0297
Epoch  31 Batch 1022/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9379, Loss: 0.0252
Epoch  31 Batch 1023/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9432, Loss: 0.0270
Epoch  31 Batch 1024/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0318
Epoch  31 Batch 1025/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9432, Loss: 0.0259
Epoch  31 Batch 1026/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9386, Loss: 0.0343
Epoch  31 Batch 1027/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0255
Epoch  31 Batch 1028/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9492, Loss: 0.0267
Epoch  31 Batch 1029/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0235
Epoch  31 Batch 1030/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0258
Epoch  31 Batch 1031/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9371, Loss: 0.0298
Epoch  31 Batch 1032/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9371, Loss: 0.0304
Epoch  31 Batch 1033/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9361, Loss: 0.0313
Epoch  31 Batch 1034/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9364, Loss: 0.0261
Epoch  31 Batch 1035/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9332, Loss: 0.0180
Epoch  31 Batch 1036/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0419
Epoch  31 Batch 1037/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9457, Loss: 0.0279
Epoch  31 Batch 1038/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0363
Epoch  31 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9386, Loss: 0.0308
Epoch  31 Batch 1040/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9389, Loss: 0.0287
Epoch  31 Batch 1041/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9382, Loss: 0.0343
Epoch  31 Batch 1042/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9347, Loss: 0.0272
Epoch  31 Batch 1043/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9396, Loss: 0.0394
Epoch  31 Batch 1044/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0325
Epoch  31 Batch 1045/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0287
Epoch  31 Batch 1046/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9428, Loss: 0.0207
Epoch  31 Batch 1047/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0222
Epoch  31 Batch 1048/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9478, Loss: 0.0345
Epoch  31 Batch 1049/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9339, Loss: 0.0312
Epoch  31 Batch 1050/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9371, Loss: 0.0210
Epoch  31 Batch 1051/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9368, Loss: 0.0324
Epoch  31 Batch 1052/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9393, Loss: 0.0236
Epoch  31 Batch 1053/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9435, Loss: 0.0285
Epoch  31 Batch 1054/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0259
Epoch  31 Batch 1055/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0317
Epoch  31 Batch 1056/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0245
Epoch  31 Batch 1057/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9485, Loss: 0.0257
Epoch  31 Batch 1058/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9482, Loss: 0.0296
Epoch  31 Batch 1059/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9482, Loss: 0.0346
Epoch  31 Batch 1060/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9435, Loss: 0.0246
Epoch  31 Batch 1061/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0430
Epoch  31 Batch 1062/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0320
Epoch  31 Batch 1063/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9503, Loss: 0.0347
Epoch  31 Batch 1064/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0261
Epoch  31 Batch 1065/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0305
Epoch  31 Batch 1066/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0218
Epoch  31 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9524, Loss: 0.0304
Epoch  31 Batch 1068/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0214
Epoch  31 Batch 1069/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9531, Loss: 0.0220
Epoch  31 Batch 1070/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0264
Epoch  31 Batch 1071/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9524, Loss: 0.0293
Epoch  31 Batch 1072/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9524, Loss: 0.0272
Epoch  31 Batch 1073/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0282
Epoch  31 Batch 1074/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9482, Loss: 0.0408
Epoch  31 Batch 1075/1077 - Train Accuracy: 0.9322, Validation Accuracy: 0.9482, Loss: 0.0359
Epoch  32 Batch    1/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0211
Epoch  32 Batch    2/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9485, Loss: 0.0298
Epoch  32 Batch    3/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0367
Epoch  32 Batch    4/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9489, Loss: 0.0268
Epoch  32 Batch    5/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9535, Loss: 0.0389
Epoch  32 Batch    6/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0222
Epoch  32 Batch    7/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0268
Epoch  32 Batch    8/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9556, Loss: 0.0274
Epoch  32 Batch    9/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9577, Loss: 0.0280
Epoch  32 Batch   10/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9581, Loss: 0.0264
Epoch  32 Batch   11/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9588, Loss: 0.0362
Epoch  32 Batch   12/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0254
Epoch  32 Batch   13/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9542, Loss: 0.0408
Epoch  32 Batch   14/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9492, Loss: 0.0222
Epoch  32 Batch   15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0217
Epoch  32 Batch   16/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0292
Epoch  32 Batch   17/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0267
Epoch  32 Batch   18/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0249
Epoch  32 Batch   19/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0247
Epoch  32 Batch   20/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9414, Loss: 0.0292
Epoch  32 Batch   21/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9386, Loss: 0.0320
Epoch  32 Batch   22/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9336, Loss: 0.0279
Epoch  32 Batch   23/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9332, Loss: 0.0260
Epoch  32 Batch   24/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9304, Loss: 0.0349
Epoch  32 Batch   25/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9304, Loss: 0.0183
Epoch  32 Batch   26/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9379, Loss: 0.0349
Epoch  32 Batch   27/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9474, Loss: 0.0181
Epoch  32 Batch   28/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0271
Epoch  32 Batch   29/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9531, Loss: 0.0318
Epoch  32 Batch   30/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9506, Loss: 0.0279
Epoch  32 Batch   31/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0281
Epoch  32 Batch   32/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9446, Loss: 0.0212
Epoch  32 Batch   33/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  32 Batch   34/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0290
Epoch  32 Batch   35/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9421, Loss: 0.0308
Epoch  32 Batch   36/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9471, Loss: 0.0243
Epoch  32 Batch   37/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9513, Loss: 0.0266
Epoch  32 Batch   38/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9521, Loss: 0.0331
Epoch  32 Batch   39/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0341
Epoch  32 Batch   40/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0200
Epoch  32 Batch   41/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9503, Loss: 0.0229
Epoch  32 Batch   42/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9453, Loss: 0.0370
Epoch  32 Batch   43/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9453, Loss: 0.0169
Epoch  32 Batch   44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9482, Loss: 0.0198
Epoch  32 Batch   45/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  32 Batch   46/1077 - Train Accuracy: 0.9202, Validation Accuracy: 0.9503, Loss: 0.0348
Epoch  32 Batch   47/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0258
Epoch  32 Batch   48/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9435, Loss: 0.0345
Epoch  32 Batch   49/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0357
Epoch  32 Batch   50/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9435, Loss: 0.0249
Epoch  32 Batch   51/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9439, Loss: 0.0306
Epoch  32 Batch   52/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0381
Epoch  32 Batch   53/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0286
Epoch  32 Batch   54/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9336, Loss: 0.0479
Epoch  32 Batch   55/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9357, Loss: 0.0244
Epoch  32 Batch   56/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9308, Loss: 0.0213
Epoch  32 Batch   57/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9265, Loss: 0.0295
Epoch  32 Batch   58/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9361, Loss: 0.0276
Epoch  32 Batch   59/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9332, Loss: 0.0315
Epoch  32 Batch   60/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9382, Loss: 0.0186
Epoch  32 Batch   61/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9393, Loss: 0.0283
Epoch  32 Batch   62/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9371, Loss: 0.0328
Epoch  32 Batch   63/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9279, Loss: 0.0225
Epoch  32 Batch   64/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9322, Loss: 0.0252
Epoch  32 Batch   65/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9279, Loss: 0.0260
Epoch  32 Batch   66/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9325, Loss: 0.0157
Epoch  32 Batch   67/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9276, Loss: 0.0289
Epoch  32 Batch   68/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9343, Loss: 0.0394
Epoch  32 Batch   69/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9343, Loss: 0.0375
Epoch  32 Batch   70/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9382, Loss: 0.0392
Epoch  32 Batch   71/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0192
Epoch  32 Batch   72/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9482, Loss: 0.0280
Epoch  32 Batch   73/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9485, Loss: 0.0271
Epoch  32 Batch   74/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9446, Loss: 0.0242
Epoch  32 Batch   75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9464, Loss: 0.0399
Epoch  32 Batch   76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0216
Epoch  32 Batch   77/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0283
Epoch  32 Batch   78/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9446, Loss: 0.0269
Epoch  32 Batch   79/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9371, Loss: 0.0249
Epoch  32 Batch   80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9364, Loss: 0.0261
Epoch  32 Batch   81/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9364, Loss: 0.0231
Epoch  32 Batch   82/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9414, Loss: 0.0289
Epoch  32 Batch   83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9414, Loss: 0.0225
Epoch  32 Batch   84/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9414, Loss: 0.0252
Epoch  32 Batch   85/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9361, Loss: 0.0268
Epoch  32 Batch   86/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9364, Loss: 0.0261
Epoch  32 Batch   87/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9364, Loss: 0.0344
Epoch  32 Batch   88/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0348
Epoch  32 Batch   89/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9503, Loss: 0.0317
Epoch  32 Batch   90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0250
Epoch  32 Batch   91/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0236
Epoch  32 Batch   92/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9442, Loss: 0.0309
Epoch  32 Batch   93/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9350, Loss: 0.0276
Epoch  32 Batch   94/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9357, Loss: 0.0235
Epoch  32 Batch   95/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9407, Loss: 0.0295
Epoch  32 Batch   96/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0281
Epoch  32 Batch   97/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9432, Loss: 0.0326
Epoch  32 Batch   98/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9457, Loss: 0.0328
Epoch  32 Batch   99/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0209
Epoch  32 Batch  100/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9393, Loss: 0.0266
Epoch  32 Batch  101/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9485, Loss: 0.0254
Epoch  32 Batch  102/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9435, Loss: 0.0205
Epoch  32 Batch  103/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9418, Loss: 0.0345
Epoch  32 Batch  104/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9464, Loss: 0.0295
Epoch  32 Batch  105/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0240
Epoch  32 Batch  106/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9457, Loss: 0.0302
Epoch  32 Batch  107/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9457, Loss: 0.0309
Epoch  32 Batch  108/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0377
Epoch  32 Batch  109/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0260
Epoch  32 Batch  110/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0196
Epoch  32 Batch  111/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0266
Epoch  32 Batch  112/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  32 Batch  113/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9538, Loss: 0.0326
Epoch  32 Batch  114/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0212
Epoch  32 Batch  115/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0323
Epoch  32 Batch  116/1077 - Train Accuracy: 0.9203, Validation Accuracy: 0.9553, Loss: 0.0436
Epoch  32 Batch  117/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0252
Epoch  32 Batch  118/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9503, Loss: 0.0296
Epoch  32 Batch  119/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9478, Loss: 0.0212
Epoch  32 Batch  120/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0327
Epoch  32 Batch  121/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9524, Loss: 0.0271
Epoch  32 Batch  122/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0238
Epoch  32 Batch  123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0190
Epoch  32 Batch  124/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0297
Epoch  32 Batch  125/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9595, Loss: 0.0388
Epoch  32 Batch  126/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9595, Loss: 0.0257
Epoch  32 Batch  127/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9521, Loss: 0.0266
Epoch  32 Batch  128/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9471, Loss: 0.0238
Epoch  32 Batch  129/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0332
Epoch  32 Batch  130/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  32 Batch  131/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0287
Epoch  32 Batch  132/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0237
Epoch  32 Batch  133/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9482, Loss: 0.0194
Epoch  32 Batch  134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9478, Loss: 0.0286
Epoch  32 Batch  135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9485, Loss: 0.0264
Epoch  32 Batch  136/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0195
Epoch  32 Batch  137/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9485, Loss: 0.0271
Epoch  32 Batch  138/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9489, Loss: 0.0301
Epoch  32 Batch  139/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9553, Loss: 0.0300
Epoch  32 Batch  140/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9503, Loss: 0.0252
Epoch  32 Batch  141/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0256
Epoch  32 Batch  142/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9506, Loss: 0.0299
Epoch  32 Batch  143/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9457, Loss: 0.0276
Epoch  32 Batch  144/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9457, Loss: 0.0410
Epoch  32 Batch  145/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0266
Epoch  32 Batch  146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0675
Epoch  32 Batch  147/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0244
Epoch  32 Batch  148/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0309
Epoch  32 Batch  149/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0239
Epoch  32 Batch  150/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9560, Loss: 0.0295
Epoch  32 Batch  151/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9538, Loss: 0.0266
Epoch  32 Batch  152/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9517, Loss: 0.0330
Epoch  32 Batch  153/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9574, Loss: 0.0418
Epoch  32 Batch  154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9641, Loss: 0.0271
Epoch  32 Batch  155/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  32 Batch  156/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0190
Epoch  32 Batch  157/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9645, Loss: 0.0245
Epoch  32 Batch  158/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9616, Loss: 0.0303
Epoch  32 Batch  159/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9503, Loss: 0.0283
Epoch  32 Batch  160/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0257
Epoch  32 Batch  161/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0185
Epoch  32 Batch  162/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9482, Loss: 0.0296
Epoch  32 Batch  163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9482, Loss: 0.0392
Epoch  32 Batch  164/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9435, Loss: 0.0261
Epoch  32 Batch  165/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9435, Loss: 0.0428
Epoch  32 Batch  166/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9386, Loss: 0.0297
Epoch  32 Batch  167/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9315, Loss: 0.0242
Epoch  32 Batch  168/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9304, Loss: 0.0358
Epoch  32 Batch  169/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9325, Loss: 0.0241
Epoch  32 Batch  170/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9357, Loss: 0.0333
Epoch  32 Batch  171/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9357, Loss: 0.0252
Epoch  32 Batch  172/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9332, Loss: 0.0250
Epoch  32 Batch  173/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9343, Loss: 0.0281
Epoch  32 Batch  174/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0212
Epoch  32 Batch  175/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9293, Loss: 0.0395
Epoch  32 Batch  176/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9563, Loss: 0.0310
Epoch  32 Batch  177/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9439, Loss: 0.0328
Epoch  32 Batch  178/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9531, Loss: 0.0262
Epoch  32 Batch  179/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9403, Loss: 0.0293
Epoch  32 Batch  180/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9403, Loss: 0.0229
Epoch  32 Batch  181/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9450, Loss: 0.0297
Epoch  32 Batch  182/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9450, Loss: 0.0320
Epoch  32 Batch  183/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9450, Loss: 0.0300
Epoch  32 Batch  184/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0299
Epoch  32 Batch  185/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0317
Epoch  32 Batch  186/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9446, Loss: 0.0301
Epoch  32 Batch  187/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0221
Epoch  32 Batch  188/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0288
Epoch  32 Batch  189/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0288
Epoch  32 Batch  190/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9496, Loss: 0.0243
Epoch  32 Batch  191/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9496, Loss: 0.0234
Epoch  32 Batch  192/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9496, Loss: 0.0285
Epoch  32 Batch  193/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0233
Epoch  32 Batch  194/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9457, Loss: 0.0205
Epoch  32 Batch  195/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0217
Epoch  32 Batch  196/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9457, Loss: 0.0217
Epoch  32 Batch  197/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0292
Epoch  32 Batch  198/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0303
Epoch  32 Batch  199/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0234
Epoch  32 Batch  200/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9574, Loss: 0.0273
Epoch  32 Batch  201/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9577, Loss: 0.0241
Epoch  32 Batch  202/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  32 Batch  203/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9531, Loss: 0.0293
Epoch  32 Batch  204/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0426
Epoch  32 Batch  205/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9460, Loss: 0.0347
Epoch  32 Batch  206/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  32 Batch  207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0248
Epoch  32 Batch  208/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0224
Epoch  32 Batch  209/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0206
Epoch  32 Batch  210/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9432, Loss: 0.0293
Epoch  32 Batch  211/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0248
Epoch  32 Batch  212/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0251
Epoch  32 Batch  213/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0240
Epoch  32 Batch  214/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9428, Loss: 0.0257
Epoch  32 Batch  215/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0299
Epoch  32 Batch  216/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0244
Epoch  32 Batch  217/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9482, Loss: 0.0206
Epoch  32 Batch  218/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9432, Loss: 0.0314
Epoch  32 Batch  219/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0216
Epoch  32 Batch  220/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9400, Loss: 0.0280
Epoch  32 Batch  221/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9453, Loss: 0.0267
Epoch  32 Batch  222/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9450, Loss: 0.0271
Epoch  32 Batch  223/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9428, Loss: 0.0268
Epoch  32 Batch  224/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0249
Epoch  32 Batch  225/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9421, Loss: 0.0334
Epoch  32 Batch  226/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9467, Loss: 0.0227
Epoch  32 Batch  227/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9499, Loss: 0.0312
Epoch  32 Batch  228/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9499, Loss: 0.0210
Epoch  32 Batch  229/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9403, Loss: 0.0261
Epoch  32 Batch  230/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9371, Loss: 0.0240
Epoch  32 Batch  231/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9439, Loss: 0.0318
Epoch  32 Batch  232/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9435, Loss: 0.0229
Epoch  32 Batch  233/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9386, Loss: 0.0315
Epoch  32 Batch  234/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9336, Loss: 0.0280
Epoch  32 Batch  235/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0293
Epoch  32 Batch  236/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9411, Loss: 0.0301
Epoch  32 Batch  237/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9506, Loss: 0.0228
Epoch  32 Batch  238/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0256
Epoch  32 Batch  239/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0178
Epoch  32 Batch  240/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9503, Loss: 0.0197
Epoch  32 Batch  241/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0197
Epoch  32 Batch  242/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0238
Epoch  32 Batch  243/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9503, Loss: 0.0322
Epoch  32 Batch  244/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9499, Loss: 0.0254
Epoch  32 Batch  245/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0221
Epoch  32 Batch  246/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9393, Loss: 0.0256
Epoch  32 Batch  247/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  32 Batch  248/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0262
Epoch  32 Batch  249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9393, Loss: 0.0219
Epoch  32 Batch  250/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9389, Loss: 0.0263
Epoch  32 Batch  251/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9361, Loss: 0.0309
Epoch  32 Batch  252/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9467, Loss: 0.0323
Epoch  32 Batch  253/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0262
Epoch  32 Batch  254/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0301
Epoch  32 Batch  255/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9425, Loss: 0.0243
Epoch  32 Batch  256/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0477
Epoch  32 Batch  257/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0284
Epoch  32 Batch  258/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9425, Loss: 0.0241
Epoch  32 Batch  259/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9595, Loss: 0.0242
Epoch  32 Batch  260/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9620, Loss: 0.0246
Epoch  32 Batch  261/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0228
Epoch  32 Batch  262/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9620, Loss: 0.0239
Epoch  32 Batch  263/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0222
Epoch  32 Batch  264/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0258
Epoch  32 Batch  265/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9542, Loss: 0.0261
Epoch  32 Batch  266/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9538, Loss: 0.0291
Epoch  32 Batch  267/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9400, Loss: 0.0211
Epoch  32 Batch  268/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9428, Loss: 0.0336
Epoch  32 Batch  269/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9386, Loss: 0.0332
Epoch  32 Batch  270/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9386, Loss: 0.0355
Epoch  32 Batch  271/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9428, Loss: 0.0247
Epoch  32 Batch  272/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9528, Loss: 0.0511
Epoch  32 Batch  273/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9545, Loss: 0.0263
Epoch  32 Batch  274/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9549, Loss: 0.0268
Epoch  32 Batch  275/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9411, Loss: 0.0269
Epoch  32 Batch  276/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9464, Loss: 0.0377
Epoch  32 Batch  277/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9290, Loss: 0.0186
Epoch  32 Batch  278/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9339, Loss: 0.0361
Epoch  32 Batch  279/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9435, Loss: 0.0312
Epoch  32 Batch  280/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9545, Loss: 0.0306
Epoch  32 Batch  281/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9364, Loss: 0.0309
Epoch  32 Batch  282/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9361, Loss: 0.0311
Epoch  32 Batch  283/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9244, Loss: 0.0247
Epoch  32 Batch  284/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9272, Loss: 0.0320
Epoch  32 Batch  285/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9371, Loss: 0.0263
Epoch  32 Batch  286/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9371, Loss: 0.0250
Epoch  32 Batch  287/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9361, Loss: 0.0325
Epoch  32 Batch  288/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9432, Loss: 0.0365
Epoch  32 Batch  289/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0229
Epoch  32 Batch  290/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9450, Loss: 0.0439
Epoch  32 Batch  291/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9308, Loss: 0.0376
Epoch  32 Batch  292/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9308, Loss: 0.0224
Epoch  32 Batch  293/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9347, Loss: 0.0247
Epoch  32 Batch  294/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9411, Loss: 0.0297
Epoch  32 Batch  295/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9460, Loss: 0.0307
Epoch  32 Batch  296/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9407, Loss: 0.0248
Epoch  32 Batch  297/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9407, Loss: 0.0296
Epoch  32 Batch  298/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9339, Loss: 0.0330
Epoch  32 Batch  299/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9318, Loss: 0.0277
Epoch  32 Batch  300/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9379, Loss: 0.0206
Epoch  32 Batch  301/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0234
Epoch  32 Batch  302/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0243
Epoch  32 Batch  303/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9521, Loss: 0.0297
Epoch  32 Batch  304/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0278
Epoch  32 Batch  305/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  32 Batch  306/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9570, Loss: 0.0396
Epoch  32 Batch  307/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0243
Epoch  32 Batch  308/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9517, Loss: 0.0302
Epoch  32 Batch  309/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0214
Epoch  32 Batch  310/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0266
Epoch  32 Batch  311/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9460, Loss: 0.0205
Epoch  32 Batch  312/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9414, Loss: 0.0345
Epoch  32 Batch  313/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0217
Epoch  32 Batch  314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0349
Epoch  32 Batch  315/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9421, Loss: 0.0222
Epoch  32 Batch  316/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9421, Loss: 0.0302
Epoch  32 Batch  317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9471, Loss: 0.0299
Epoch  32 Batch  318/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0207
Epoch  32 Batch  319/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0307
Epoch  32 Batch  320/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0395
Epoch  32 Batch  321/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0222
Epoch  32 Batch  322/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9428, Loss: 0.0254
Epoch  32 Batch  323/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9474, Loss: 0.0283
Epoch  32 Batch  324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9432, Loss: 0.0246
Epoch  32 Batch  325/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9428, Loss: 0.0262
Epoch  32 Batch  326/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9450, Loss: 0.0245
Epoch  32 Batch  327/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9450, Loss: 0.0375
Epoch  32 Batch  328/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9403, Loss: 0.0326
Epoch  32 Batch  329/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9339, Loss: 0.0266
Epoch  32 Batch  330/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9339, Loss: 0.0264
Epoch  32 Batch  331/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9311, Loss: 0.0270
Epoch  32 Batch  332/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9368, Loss: 0.0203
Epoch  32 Batch  333/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9368, Loss: 0.0243
Epoch  32 Batch  334/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0253
Epoch  32 Batch  335/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0288
Epoch  32 Batch  336/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0669
Epoch  32 Batch  337/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0282
Epoch  32 Batch  338/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9467, Loss: 0.0378
Epoch  32 Batch  339/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  32 Batch  340/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9517, Loss: 0.0227
Epoch  32 Batch  341/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9442, Loss: 0.0357
Epoch  32 Batch  342/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0228
Epoch  32 Batch  343/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9350, Loss: 0.0355
Epoch  32 Batch  344/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9478, Loss: 0.0297
Epoch  32 Batch  345/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9425, Loss: 0.0230
Epoch  32 Batch  346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9432, Loss: 0.0269
Epoch  32 Batch  347/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9382, Loss: 0.0221
Epoch  32 Batch  348/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9368, Loss: 0.0336
Epoch  32 Batch  349/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9379, Loss: 0.0250
Epoch  32 Batch  350/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0250
Epoch  32 Batch  351/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9361, Loss: 0.0296
Epoch  32 Batch  352/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9315, Loss: 0.0229
Epoch  32 Batch  353/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9322, Loss: 0.0311
Epoch  32 Batch  354/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9368, Loss: 0.0292
Epoch  32 Batch  355/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9368, Loss: 0.0279
Epoch  32 Batch  356/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  32 Batch  357/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9368, Loss: 0.0297
Epoch  32 Batch  358/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9371, Loss: 0.0322
Epoch  32 Batch  359/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9318, Loss: 0.0256
Epoch  32 Batch  360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9318, Loss: 0.0206
Epoch  32 Batch  361/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9315, Loss: 0.0222
Epoch  32 Batch  362/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9240, Loss: 0.0350
Epoch  32 Batch  363/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9261, Loss: 0.0259
Epoch  32 Batch  364/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9311, Loss: 0.0378
Epoch  32 Batch  365/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9311, Loss: 0.0197
Epoch  32 Batch  366/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9375, Loss: 0.0200
Epoch  32 Batch  367/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9375, Loss: 0.0212
Epoch  32 Batch  368/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9347, Loss: 0.0270
Epoch  32 Batch  369/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9347, Loss: 0.0255
Epoch  32 Batch  370/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9347, Loss: 0.0285
Epoch  32 Batch  371/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9350, Loss: 0.0226
Epoch  32 Batch  372/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0207
Epoch  32 Batch  373/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9421, Loss: 0.0210
Epoch  32 Batch  374/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0288
Epoch  32 Batch  375/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9329, Loss: 0.0255
Epoch  32 Batch  376/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9311, Loss: 0.0322
Epoch  32 Batch  377/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9368, Loss: 0.0251
Epoch  32 Batch  378/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9418, Loss: 0.0199
Epoch  32 Batch  379/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9485, Loss: 0.0347
Epoch  32 Batch  380/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9478, Loss: 0.0252
Epoch  32 Batch  381/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9386, Loss: 0.0337
Epoch  32 Batch  382/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9407, Loss: 0.0382
Epoch  32 Batch  383/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9453, Loss: 0.0256
Epoch  32 Batch  384/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9517, Loss: 0.0204
Epoch  32 Batch  385/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0198
Epoch  32 Batch  386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9471, Loss: 0.0223
Epoch  32 Batch  387/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9471, Loss: 0.0258
Epoch  32 Batch  388/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9421, Loss: 0.0409
Epoch  32 Batch  389/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9418, Loss: 0.0302
Epoch  32 Batch  390/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9418, Loss: 0.0384
Epoch  32 Batch  391/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9414, Loss: 0.0319
Epoch  32 Batch  392/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9421, Loss: 0.0376
Epoch  32 Batch  393/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9403, Loss: 0.0266
Epoch  32 Batch  394/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0271
Epoch  32 Batch  395/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9450, Loss: 0.0257
Epoch  32 Batch  396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0291
Epoch  32 Batch  397/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9407, Loss: 0.0294
Epoch  32 Batch  398/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0266
Epoch  32 Batch  399/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9308, Loss: 0.0307
Epoch  32 Batch  400/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9357, Loss: 0.0264
Epoch  32 Batch  401/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9450, Loss: 0.0221
Epoch  32 Batch  402/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9364, Loss: 0.0230
Epoch  32 Batch  403/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9439, Loss: 0.0405
Epoch  32 Batch  404/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0279
Epoch  32 Batch  405/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9386, Loss: 0.0338
Epoch  32 Batch  406/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9386, Loss: 0.0253
Epoch  32 Batch  407/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9389, Loss: 0.0311
Epoch  32 Batch  408/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9368, Loss: 0.0307
Epoch  32 Batch  409/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9368, Loss: 0.0316
Epoch  32 Batch  410/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9361, Loss: 0.0409
Epoch  32 Batch  411/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9311, Loss: 0.0289
Epoch  32 Batch  412/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0229
Epoch  32 Batch  413/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0251
Epoch  32 Batch  414/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9350, Loss: 0.0265
Epoch  32 Batch  415/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9350, Loss: 0.0297
Epoch  32 Batch  416/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9400, Loss: 0.0241
Epoch  32 Batch  417/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0388
Epoch  32 Batch  418/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9425, Loss: 0.0246
Epoch  32 Batch  419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0246
Epoch  32 Batch  420/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0202
Epoch  32 Batch  421/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9400, Loss: 0.0442
Epoch  32 Batch  422/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9446, Loss: 0.0237
Epoch  32 Batch  423/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9350, Loss: 0.0309
Epoch  32 Batch  424/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9350, Loss: 0.0274
Epoch  32 Batch  425/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9347, Loss: 0.0265
Epoch  32 Batch  426/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9343, Loss: 0.0293
Epoch  32 Batch  427/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9350, Loss: 0.0233
Epoch  32 Batch  428/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9297, Loss: 0.0244
Epoch  32 Batch  429/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9286, Loss: 0.0263
Epoch  32 Batch  430/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9286, Loss: 0.0233
Epoch  32 Batch  431/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9329, Loss: 0.0221
Epoch  32 Batch  432/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9329, Loss: 0.0288
Epoch  32 Batch  433/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9276, Loss: 0.0310
Epoch  32 Batch  434/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0253
Epoch  32 Batch  435/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9276, Loss: 0.0328
Epoch  32 Batch  436/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9247, Loss: 0.0279
Epoch  32 Batch  437/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9251, Loss: 0.0236
Epoch  32 Batch  438/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9283, Loss: 0.0241
Epoch  32 Batch  439/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0293
Epoch  32 Batch  440/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0357
Epoch  32 Batch  441/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0270
Epoch  32 Batch  442/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9308, Loss: 0.0318
Epoch  32 Batch  443/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9308, Loss: 0.0237
Epoch  32 Batch  444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9308, Loss: 0.0287
Epoch  32 Batch  445/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9407, Loss: 0.0303
Epoch  32 Batch  446/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0229
Epoch  32 Batch  447/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9411, Loss: 0.0254
Epoch  32 Batch  448/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9414, Loss: 0.0335
Epoch  32 Batch  449/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9368, Loss: 0.0384
Epoch  32 Batch  450/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9347, Loss: 0.0363
Epoch  32 Batch  451/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9293, Loss: 0.0256
Epoch  32 Batch  452/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9343, Loss: 0.0220
Epoch  32 Batch  453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9343, Loss: 0.0246
Epoch  32 Batch  454/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9336, Loss: 0.0405
Epoch  32 Batch  455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9343, Loss: 0.0279
Epoch  32 Batch  456/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9343, Loss: 0.0296
Epoch  32 Batch  457/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9343, Loss: 0.0210
Epoch  32 Batch  458/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9396, Loss: 0.0316
Epoch  32 Batch  459/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9464, Loss: 0.0272
Epoch  32 Batch  460/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9464, Loss: 0.0306
Epoch  32 Batch  461/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9464, Loss: 0.0245
Epoch  32 Batch  462/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0286
Epoch  32 Batch  463/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9318, Loss: 0.0267
Epoch  32 Batch  464/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9318, Loss: 0.0285
Epoch  32 Batch  465/1077 - Train Accuracy: 0.9239, Validation Accuracy: 0.9311, Loss: 0.0383
Epoch  32 Batch  466/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9357, Loss: 0.0289
Epoch  32 Batch  467/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9261, Loss: 0.0291
Epoch  32 Batch  468/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9261, Loss: 0.0275
Epoch  32 Batch  469/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9240, Loss: 0.0224
Epoch  32 Batch  470/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9187, Loss: 0.0288
Epoch  32 Batch  471/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9187, Loss: 0.0185
Epoch  32 Batch  472/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9308, Loss: 0.0283
Epoch  32 Batch  473/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9315, Loss: 0.0281
Epoch  32 Batch  474/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9315, Loss: 0.0236
Epoch  32 Batch  475/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9336, Loss: 0.0262
Epoch  32 Batch  476/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9336, Loss: 0.0242
Epoch  32 Batch  477/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9375, Loss: 0.0289
Epoch  32 Batch  478/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9375, Loss: 0.0262
Epoch  32 Batch  479/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9407, Loss: 0.0285
Epoch  32 Batch  480/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9407, Loss: 0.0292
Epoch  32 Batch  481/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9357, Loss: 0.0267
Epoch  32 Batch  482/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0307
Epoch  32 Batch  483/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9407, Loss: 0.0371
Epoch  32 Batch  484/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9357, Loss: 0.0299
Epoch  32 Batch  485/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9308, Loss: 0.0300
Epoch  32 Batch  486/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9308, Loss: 0.0254
Epoch  32 Batch  487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9308, Loss: 0.0214
Epoch  32 Batch  488/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9357, Loss: 0.0210
Epoch  32 Batch  489/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9357, Loss: 0.0244
Epoch  32 Batch  490/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9361, Loss: 0.0314
Epoch  32 Batch  491/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9357, Loss: 0.0376
Epoch  32 Batch  492/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9357, Loss: 0.0321
Epoch  32 Batch  493/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9357, Loss: 0.0177
Epoch  32 Batch  494/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0202
Epoch  32 Batch  495/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9386, Loss: 0.0233
Epoch  32 Batch  496/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0271
Epoch  32 Batch  497/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9450, Loss: 0.0279
Epoch  32 Batch  498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9478, Loss: 0.0308
Epoch  32 Batch  499/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9474, Loss: 0.0261
Epoch  32 Batch  500/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0236
Epoch  32 Batch  501/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9421, Loss: 0.0223
Epoch  32 Batch  502/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9471, Loss: 0.0301
Epoch  32 Batch  503/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9421, Loss: 0.0245
Epoch  32 Batch  504/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9474, Loss: 0.0237
Epoch  32 Batch  505/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9485, Loss: 0.0173
Epoch  32 Batch  506/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0350
Epoch  32 Batch  507/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9411, Loss: 0.0327
Epoch  32 Batch  508/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9411, Loss: 0.0243
Epoch  32 Batch  509/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9411, Loss: 0.0320
Epoch  32 Batch  510/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9375, Loss: 0.0290
Epoch  32 Batch  511/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9368, Loss: 0.0246
Epoch  32 Batch  512/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9418, Loss: 0.0182
Epoch  32 Batch  513/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9428, Loss: 0.0307
Epoch  32 Batch  514/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0265
Epoch  32 Batch  515/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0277
Epoch  32 Batch  516/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0270
Epoch  32 Batch  517/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9528, Loss: 0.0332
Epoch  32 Batch  518/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0253
Epoch  32 Batch  519/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9467, Loss: 0.0325
Epoch  32 Batch  520/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9400, Loss: 0.0216
Epoch  32 Batch  521/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9403, Loss: 0.0274
Epoch  32 Batch  522/1077 - Train Accuracy: 0.9098, Validation Accuracy: 0.9460, Loss: 0.0342
Epoch  32 Batch  523/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0261
Epoch  32 Batch  524/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9464, Loss: 0.0317
Epoch  32 Batch  525/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0241
Epoch  32 Batch  526/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0210
Epoch  32 Batch  527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9450, Loss: 0.0270
Epoch  32 Batch  528/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9482, Loss: 0.0271
Epoch  32 Batch  529/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0270
Epoch  32 Batch  530/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9474, Loss: 0.0310
Epoch  32 Batch  531/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0271
Epoch  32 Batch  532/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9375, Loss: 0.0364
Epoch  32 Batch  533/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0219
Epoch  32 Batch  534/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9279, Loss: 0.0358
Epoch  32 Batch  535/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9478, Loss: 0.0278
Epoch  32 Batch  536/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9439, Loss: 0.0321
Epoch  32 Batch  537/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0232
Epoch  32 Batch  538/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9464, Loss: 0.0240
Epoch  32 Batch  539/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9286, Loss: 0.0354
Epoch  32 Batch  540/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9439, Loss: 0.0216
Epoch  32 Batch  541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9453, Loss: 0.0275
Epoch  32 Batch  542/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9478, Loss: 0.0268
Epoch  32 Batch  543/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0210
Epoch  32 Batch  544/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9474, Loss: 0.0164
Epoch  32 Batch  545/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0240
Epoch  32 Batch  546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0305
Epoch  32 Batch  547/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9393, Loss: 0.0261
Epoch  32 Batch  548/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9297, Loss: 0.0322
Epoch  32 Batch  549/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9347, Loss: 0.0315
Epoch  32 Batch  550/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9368, Loss: 0.0246
Epoch  32 Batch  551/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9304, Loss: 0.0329
Epoch  32 Batch  552/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9375, Loss: 0.0348
Epoch  32 Batch  553/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0354
Epoch  32 Batch  554/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9379, Loss: 0.0249
Epoch  32 Batch  555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9329, Loss: 0.0288
Epoch  32 Batch  556/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9279, Loss: 0.0231
Epoch  32 Batch  557/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9233, Loss: 0.0230
Epoch  32 Batch  558/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9233, Loss: 0.0200
Epoch  32 Batch  559/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9233, Loss: 0.0302
Epoch  32 Batch  560/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9279, Loss: 0.0280
Epoch  32 Batch  561/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9318, Loss: 0.0270
Epoch  32 Batch  562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9322, Loss: 0.0228
Epoch  32 Batch  563/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9322, Loss: 0.0295
Epoch  32 Batch  564/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9322, Loss: 0.0335
Epoch  32 Batch  565/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9265, Loss: 0.0406
Epoch  32 Batch  566/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9276, Loss: 0.0334
Epoch  32 Batch  567/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9276, Loss: 0.0278
Epoch  32 Batch  568/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9322, Loss: 0.0242
Epoch  32 Batch  569/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9371, Loss: 0.0367
Epoch  32 Batch  570/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9354, Loss: 0.0371
Epoch  32 Batch  571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9357, Loss: 0.0236
Epoch  32 Batch  572/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9403, Loss: 0.0271
Epoch  32 Batch  573/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9386, Loss: 0.0449
Epoch  32 Batch  574/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9386, Loss: 0.0289
Epoch  32 Batch  575/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9364, Loss: 0.0257
Epoch  32 Batch  576/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9435, Loss: 0.0222
Epoch  32 Batch  577/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9460, Loss: 0.0285
Epoch  32 Batch  578/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0234
Epoch  32 Batch  579/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9535, Loss: 0.0248
Epoch  32 Batch  580/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0274
Epoch  32 Batch  581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0195
Epoch  32 Batch  582/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0313
Epoch  32 Batch  583/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9585, Loss: 0.0302
Epoch  32 Batch  584/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0287
Epoch  32 Batch  585/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0223
Epoch  32 Batch  586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0219
Epoch  32 Batch  587/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9609, Loss: 0.0255
Epoch  32 Batch  588/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9585, Loss: 0.0233
Epoch  32 Batch  589/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  32 Batch  590/1077 - Train Accuracy: 0.9256, Validation Accuracy: 0.9616, Loss: 0.0328
Epoch  32 Batch  591/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9567, Loss: 0.0263
Epoch  32 Batch  592/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0301
Epoch  32 Batch  593/1077 - Train Accuracy: 0.9167, Validation Accuracy: 0.9606, Loss: 0.0422
Epoch  32 Batch  594/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0341
Epoch  32 Batch  595/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0276
Epoch  32 Batch  596/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9535, Loss: 0.0281
Epoch  32 Batch  597/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0261
Epoch  32 Batch  598/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9517, Loss: 0.0282
Epoch  32 Batch  599/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9513, Loss: 0.0452
Epoch  32 Batch  600/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9485, Loss: 0.0318
Epoch  32 Batch  601/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9492, Loss: 0.0325
Epoch  32 Batch  602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9432, Loss: 0.0318
Epoch  32 Batch  603/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9407, Loss: 0.0319
Epoch  32 Batch  604/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0400
Epoch  32 Batch  605/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9492, Loss: 0.0337
Epoch  32 Batch  606/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  32 Batch  607/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9464, Loss: 0.0350
Epoch  32 Batch  608/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0337
Epoch  32 Batch  609/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0335
Epoch  32 Batch  610/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9407, Loss: 0.0328
Epoch  32 Batch  611/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9396, Loss: 0.0310
Epoch  32 Batch  612/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0198
Epoch  32 Batch  613/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9350, Loss: 0.0307
Epoch  32 Batch  614/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9350, Loss: 0.0292
Epoch  32 Batch  615/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9343, Loss: 0.0199
Epoch  32 Batch  616/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9343, Loss: 0.0262
Epoch  32 Batch  617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9496, Loss: 0.0234
Epoch  32 Batch  618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9496, Loss: 0.0272
Epoch  32 Batch  619/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0216
Epoch  32 Batch  620/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0212
Epoch  32 Batch  621/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9506, Loss: 0.0371
Epoch  32 Batch  622/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9450, Loss: 0.0360
Epoch  32 Batch  623/1077 - Train Accuracy: 0.9039, Validation Accuracy: 0.9450, Loss: 0.0359
Epoch  32 Batch  624/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9332, Loss: 0.0315
Epoch  32 Batch  625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9343, Loss: 0.0280
Epoch  32 Batch  626/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9315, Loss: 0.0259
Epoch  32 Batch  627/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9311, Loss: 0.0250
Epoch  32 Batch  628/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9364, Loss: 0.0290
Epoch  32 Batch  629/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9411, Loss: 0.0282
Epoch  32 Batch  630/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9411, Loss: 0.0270
Epoch  32 Batch  631/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9464, Loss: 0.0335
Epoch  32 Batch  632/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9418, Loss: 0.0238
Epoch  32 Batch  633/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9517, Loss: 0.0263
Epoch  32 Batch  634/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9517, Loss: 0.0169
Epoch  32 Batch  635/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9464, Loss: 0.0341
Epoch  32 Batch  636/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9485, Loss: 0.0265
Epoch  32 Batch  637/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0243
Epoch  32 Batch  638/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  32 Batch  639/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0390
Epoch  32 Batch  640/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9570, Loss: 0.0236
Epoch  32 Batch  641/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0259
Epoch  32 Batch  642/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  32 Batch  643/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9524, Loss: 0.0211
Epoch  32 Batch  644/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0311
Epoch  32 Batch  645/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9464, Loss: 0.0267
Epoch  32 Batch  646/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0284
Epoch  32 Batch  647/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0306
Epoch  32 Batch  648/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0241
Epoch  32 Batch  649/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9371, Loss: 0.0246
Epoch  32 Batch  650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9300, Loss: 0.0272
Epoch  32 Batch  651/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0252
Epoch  32 Batch  652/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9364, Loss: 0.0270
Epoch  32 Batch  653/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9407, Loss: 0.0336
Epoch  32 Batch  654/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9453, Loss: 0.0334
Epoch  32 Batch  655/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9407, Loss: 0.0371
Epoch  32 Batch  656/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0261
Epoch  32 Batch  657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9382, Loss: 0.0295
Epoch  32 Batch  658/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9371, Loss: 0.0186
Epoch  32 Batch  659/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9350, Loss: 0.0259
Epoch  32 Batch  660/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9357, Loss: 0.0206
Epoch  32 Batch  661/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9311, Loss: 0.0277
Epoch  32 Batch  662/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9428, Loss: 0.0255
Epoch  32 Batch  663/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9482, Loss: 0.0219
Epoch  32 Batch  664/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9531, Loss: 0.0277
Epoch  32 Batch  665/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0235
Epoch  32 Batch  666/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9386, Loss: 0.0297
Epoch  32 Batch  667/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0275
Epoch  32 Batch  668/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0243
Epoch  32 Batch  669/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9411, Loss: 0.0169
Epoch  32 Batch  670/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9411, Loss: 0.0232
Epoch  32 Batch  671/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0265
Epoch  32 Batch  672/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9379, Loss: 0.0236
Epoch  32 Batch  673/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9428, Loss: 0.0315
Epoch  32 Batch  674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9379, Loss: 0.0260
Epoch  32 Batch  675/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0305
Epoch  32 Batch  676/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9421, Loss: 0.0256
Epoch  32 Batch  677/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9361, Loss: 0.0314
Epoch  32 Batch  678/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9311, Loss: 0.0201
Epoch  32 Batch  679/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9311, Loss: 0.0235
Epoch  32 Batch  680/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9311, Loss: 0.0320
Epoch  32 Batch  681/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9311, Loss: 0.0232
Epoch  32 Batch  682/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9311, Loss: 0.0240
Epoch  32 Batch  683/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9261, Loss: 0.0253
Epoch  32 Batch  684/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9375, Loss: 0.0256
Epoch  32 Batch  685/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9371, Loss: 0.0320
Epoch  32 Batch  686/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9371, Loss: 0.0231
Epoch  32 Batch  687/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9418, Loss: 0.0262
Epoch  32 Batch  688/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9446, Loss: 0.0253
Epoch  32 Batch  689/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0193
Epoch  32 Batch  690/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0269
Epoch  32 Batch  691/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9450, Loss: 0.0262
Epoch  32 Batch  692/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9450, Loss: 0.0227
Epoch  32 Batch  693/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9411, Loss: 0.0413
Epoch  32 Batch  694/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0274
Epoch  32 Batch  695/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0267
Epoch  32 Batch  696/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0268
Epoch  32 Batch  697/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9542, Loss: 0.0308
Epoch  32 Batch  698/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0261
Epoch  32 Batch  699/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9492, Loss: 0.0251
Epoch  32 Batch  700/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0252
Epoch  32 Batch  701/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0271
Epoch  32 Batch  702/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9432, Loss: 0.0348
Epoch  32 Batch  703/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0256
Epoch  32 Batch  704/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9556, Loss: 0.0406
Epoch  32 Batch  705/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9499, Loss: 0.0306
Epoch  32 Batch  706/1077 - Train Accuracy: 0.9159, Validation Accuracy: 0.9542, Loss: 0.0483
Epoch  32 Batch  707/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0352
Epoch  32 Batch  708/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9535, Loss: 0.0260
Epoch  32 Batch  709/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9528, Loss: 0.0316
Epoch  32 Batch  710/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9382, Loss: 0.0182
Epoch  32 Batch  711/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0332
Epoch  32 Batch  712/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9414, Loss: 0.0216
Epoch  32 Batch  713/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9435, Loss: 0.0232
Epoch  32 Batch  714/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9389, Loss: 0.0290
Epoch  32 Batch  715/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9339, Loss: 0.0287
Epoch  32 Batch  716/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9293, Loss: 0.0241
Epoch  32 Batch  717/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9318, Loss: 0.0195
Epoch  32 Batch  718/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9265, Loss: 0.0293
Epoch  32 Batch  719/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9247, Loss: 0.0351
Epoch  32 Batch  720/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9212, Loss: 0.0286
Epoch  32 Batch  721/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9215, Loss: 0.0277
Epoch  32 Batch  722/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9297, Loss: 0.0257
Epoch  32 Batch  723/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9297, Loss: 0.0270
Epoch  32 Batch  724/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9293, Loss: 0.0307
Epoch  32 Batch  725/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9290, Loss: 0.0226
Epoch  32 Batch  726/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9290, Loss: 0.0226
Epoch  32 Batch  727/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9396, Loss: 0.0255
Epoch  32 Batch  728/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9428, Loss: 0.0356
Epoch  32 Batch  729/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0354
Epoch  32 Batch  730/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9382, Loss: 0.0367
Epoch  32 Batch  731/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9336, Loss: 0.0280
Epoch  32 Batch  732/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9322, Loss: 0.0275
Epoch  32 Batch  733/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9371, Loss: 0.0294
Epoch  32 Batch  734/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9343, Loss: 0.0245
Epoch  32 Batch  735/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9290, Loss: 0.0204
Epoch  32 Batch  736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9290, Loss: 0.0260
Epoch  32 Batch  737/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9311, Loss: 0.0282
Epoch  32 Batch  738/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9357, Loss: 0.0178
Epoch  32 Batch  739/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0234
Epoch  32 Batch  740/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9318, Loss: 0.0212
Epoch  32 Batch  741/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9435, Loss: 0.0330
Epoch  32 Batch  742/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0253
Epoch  32 Batch  743/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9407, Loss: 0.0270
Epoch  32 Batch  744/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9354, Loss: 0.0305
Epoch  32 Batch  745/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9354, Loss: 0.0284
Epoch  32 Batch  746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0210
Epoch  32 Batch  747/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9403, Loss: 0.0192
Epoch  32 Batch  748/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9350, Loss: 0.0223
Epoch  32 Batch  749/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9418, Loss: 0.0222
Epoch  32 Batch  750/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0267
Epoch  32 Batch  751/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9442, Loss: 0.0265
Epoch  32 Batch  752/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9386, Loss: 0.0276
Epoch  32 Batch  753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9453, Loss: 0.0228
Epoch  32 Batch  754/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9403, Loss: 0.0326
Epoch  32 Batch  755/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0314
Epoch  32 Batch  756/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0220
Epoch  32 Batch  757/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9574, Loss: 0.0244
Epoch  32 Batch  758/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9528, Loss: 0.0234
Epoch  32 Batch  759/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9528, Loss: 0.0262
Epoch  32 Batch  760/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0305
Epoch  32 Batch  761/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0265
Epoch  32 Batch  762/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0204
Epoch  32 Batch  763/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9513, Loss: 0.0317
Epoch  32 Batch  764/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9513, Loss: 0.0232
Epoch  32 Batch  765/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9556, Loss: 0.0332
Epoch  32 Batch  766/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0342
Epoch  32 Batch  767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0274
Epoch  32 Batch  768/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9599, Loss: 0.0236
Epoch  32 Batch  769/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0307
Epoch  32 Batch  770/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9592, Loss: 0.0264
Epoch  32 Batch  771/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0260
Epoch  32 Batch  772/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9492, Loss: 0.0256
Epoch  32 Batch  773/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9535, Loss: 0.0242
Epoch  32 Batch  774/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0265
Epoch  32 Batch  775/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0292
Epoch  32 Batch  776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0242
Epoch  32 Batch  777/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0237
Epoch  32 Batch  778/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0325
Epoch  32 Batch  779/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0226
Epoch  32 Batch  780/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9538, Loss: 0.0368
Epoch  32 Batch  781/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9616, Loss: 0.0293
Epoch  32 Batch  782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9545, Loss: 0.0296
Epoch  32 Batch  783/1077 - Train Accuracy: 0.9222, Validation Accuracy: 0.9549, Loss: 0.0304
Epoch  32 Batch  784/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0185
Epoch  32 Batch  785/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9464, Loss: 0.0218
Epoch  32 Batch  786/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9457, Loss: 0.0246
Epoch  32 Batch  787/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9414, Loss: 0.0247
Epoch  32 Batch  788/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9418, Loss: 0.0266
Epoch  32 Batch  789/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9510, Loss: 0.0334
Epoch  32 Batch  790/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9535, Loss: 0.0320
Epoch  32 Batch  791/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0295
Epoch  32 Batch  792/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9524, Loss: 0.0288
Epoch  32 Batch  793/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0261
Epoch  32 Batch  794/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9457, Loss: 0.0215
Epoch  32 Batch  795/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0349
Epoch  32 Batch  796/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9457, Loss: 0.0262
Epoch  32 Batch  797/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0300
Epoch  32 Batch  798/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0258
Epoch  32 Batch  799/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9474, Loss: 0.0431
Epoch  32 Batch  800/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9382, Loss: 0.0261
Epoch  32 Batch  801/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0298
Epoch  32 Batch  802/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9403, Loss: 0.0333
Epoch  32 Batch  803/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0234
Epoch  32 Batch  804/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0198
Epoch  32 Batch  805/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9439, Loss: 0.0304
Epoch  32 Batch  806/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9446, Loss: 0.0268
Epoch  32 Batch  807/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9457, Loss: 0.0217
Epoch  32 Batch  808/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9411, Loss: 0.0403
Epoch  32 Batch  809/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9414, Loss: 0.0441
Epoch  32 Batch  810/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9414, Loss: 0.0269
Epoch  32 Batch  811/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9464, Loss: 0.0275
Epoch  32 Batch  812/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9464, Loss: 0.0266
Epoch  32 Batch  813/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9524, Loss: 0.0273
Epoch  32 Batch  814/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9471, Loss: 0.0299
Epoch  32 Batch  815/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9428, Loss: 0.0345
Epoch  32 Batch  816/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9453, Loss: 0.0272
Epoch  32 Batch  817/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0306
Epoch  32 Batch  818/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9457, Loss: 0.0317
Epoch  32 Batch  819/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9453, Loss: 0.0291
Epoch  32 Batch  820/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0257
Epoch  32 Batch  821/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0259
Epoch  32 Batch  822/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0225
Epoch  32 Batch  823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9467, Loss: 0.0261
Epoch  32 Batch  824/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9513, Loss: 0.0330
Epoch  32 Batch  825/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0212
Epoch  32 Batch  826/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9489, Loss: 0.0243
Epoch  32 Batch  827/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9556, Loss: 0.0289
Epoch  32 Batch  828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0249
Epoch  32 Batch  829/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9386, Loss: 0.0379
Epoch  32 Batch  830/1077 - Train Accuracy: 0.8949, Validation Accuracy: 0.9382, Loss: 0.0334
Epoch  32 Batch  831/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9428, Loss: 0.0284
Epoch  32 Batch  832/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0234
Epoch  32 Batch  833/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9499, Loss: 0.0313
Epoch  32 Batch  834/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9549, Loss: 0.0282
Epoch  32 Batch  835/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0295
Epoch  32 Batch  836/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9506, Loss: 0.0215
Epoch  32 Batch  837/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9510, Loss: 0.0324
Epoch  32 Batch  838/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9560, Loss: 0.0301
Epoch  32 Batch  839/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9513, Loss: 0.0226
Epoch  32 Batch  840/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9513, Loss: 0.0286
Epoch  32 Batch  841/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9535, Loss: 0.0422
Epoch  32 Batch  842/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9535, Loss: 0.0211
Epoch  32 Batch  843/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0238
Epoch  32 Batch  844/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9616, Loss: 0.0285
Epoch  32 Batch  845/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9616, Loss: 0.0240
Epoch  32 Batch  846/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9609, Loss: 0.0364
Epoch  32 Batch  847/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0314
Epoch  32 Batch  848/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0243
Epoch  32 Batch  849/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0194
Epoch  32 Batch  850/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9499, Loss: 0.0421
Epoch  32 Batch  851/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9560, Loss: 0.0377
Epoch  32 Batch  852/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9482, Loss: 0.0428
Epoch  32 Batch  853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0263
Epoch  32 Batch  854/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9432, Loss: 0.0325
Epoch  32 Batch  855/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9435, Loss: 0.0364
Epoch  32 Batch  856/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9393, Loss: 0.0307
Epoch  32 Batch  857/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9382, Loss: 0.0220
Epoch  32 Batch  858/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9428, Loss: 0.0247
Epoch  32 Batch  859/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0314
Epoch  32 Batch  860/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9531, Loss: 0.0333
Epoch  32 Batch  861/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9499, Loss: 0.0269
Epoch  32 Batch  862/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9474, Loss: 0.0272
Epoch  32 Batch  863/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9428, Loss: 0.0248
Epoch  32 Batch  864/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9396, Loss: 0.0277
Epoch  32 Batch  865/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9450, Loss: 0.0245
Epoch  32 Batch  866/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0307
Epoch  32 Batch  867/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0613
Epoch  32 Batch  868/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0301
Epoch  32 Batch  869/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9496, Loss: 0.0254
Epoch  32 Batch  870/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9521, Loss: 0.0259
Epoch  32 Batch  871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0246
Epoch  32 Batch  872/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  32 Batch  873/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9453, Loss: 0.0250
Epoch  32 Batch  874/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9517, Loss: 0.0284
Epoch  32 Batch  875/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9396, Loss: 0.0257
Epoch  32 Batch  876/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9393, Loss: 0.0212
Epoch  32 Batch  877/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0246
Epoch  32 Batch  878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9411, Loss: 0.0244
Epoch  32 Batch  879/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9386, Loss: 0.0202
Epoch  32 Batch  880/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9386, Loss: 0.0315
Epoch  32 Batch  881/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0309
Epoch  32 Batch  882/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9364, Loss: 0.0247
Epoch  32 Batch  883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9414, Loss: 0.0335
Epoch  32 Batch  884/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9389, Loss: 0.0313
Epoch  32 Batch  885/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9343, Loss: 0.0166
Epoch  32 Batch  886/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0299
Epoch  32 Batch  887/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9425, Loss: 0.0284
Epoch  32 Batch  888/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0272
Epoch  32 Batch  889/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9428, Loss: 0.0286
Epoch  32 Batch  890/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9428, Loss: 0.0301
Epoch  32 Batch  891/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0231
Epoch  32 Batch  892/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9432, Loss: 0.0248
Epoch  32 Batch  893/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9382, Loss: 0.0220
Epoch  32 Batch  894/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9300, Loss: 0.0253
Epoch  32 Batch  895/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9279, Loss: 0.0219
Epoch  32 Batch  896/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9272, Loss: 0.0256
Epoch  32 Batch  897/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9265, Loss: 0.0224
Epoch  32 Batch  898/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9265, Loss: 0.0269
Epoch  32 Batch  899/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9304, Loss: 0.0293
Epoch  32 Batch  900/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9318, Loss: 0.0287
Epoch  32 Batch  901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9318, Loss: 0.0418
Epoch  32 Batch  902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9350, Loss: 0.0303
Epoch  32 Batch  903/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9400, Loss: 0.0272
Epoch  32 Batch  904/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9453, Loss: 0.0254
Epoch  32 Batch  905/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0198
Epoch  32 Batch  906/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  32 Batch  907/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0277
Epoch  32 Batch  908/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0282
Epoch  32 Batch  909/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9574, Loss: 0.0341
Epoch  32 Batch  910/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9457, Loss: 0.0286
Epoch  32 Batch  911/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9457, Loss: 0.0349
Epoch  32 Batch  912/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0213
Epoch  32 Batch  913/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9556, Loss: 0.0340
Epoch  32 Batch  914/1077 - Train Accuracy: 0.9443, Validation Accuracy: 0.9556, Loss: 0.0599
Epoch  32 Batch  915/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9549, Loss: 0.0201
Epoch  32 Batch  916/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0271
Epoch  32 Batch  917/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0274
Epoch  32 Batch  918/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0231
Epoch  32 Batch  919/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9471, Loss: 0.0184
Epoch  32 Batch  920/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0219
Epoch  32 Batch  921/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9499, Loss: 0.0239
Epoch  32 Batch  922/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9556, Loss: 0.0256
Epoch  32 Batch  923/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0163
Epoch  32 Batch  924/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9496, Loss: 0.0368
Epoch  32 Batch  925/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9492, Loss: 0.0226
Epoch  32 Batch  926/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9485, Loss: 0.0293
Epoch  32 Batch  927/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0340
Epoch  32 Batch  928/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0243
Epoch  32 Batch  929/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0255
Epoch  32 Batch  930/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9496, Loss: 0.0222
Epoch  32 Batch  931/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9379, Loss: 0.0271
Epoch  32 Batch  932/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9279, Loss: 0.0226
Epoch  32 Batch  933/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9332, Loss: 0.0240
Epoch  32 Batch  934/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9332, Loss: 0.0230
Epoch  32 Batch  935/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0259
Epoch  32 Batch  936/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0294
Epoch  32 Batch  937/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9531, Loss: 0.0420
Epoch  32 Batch  938/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0311
Epoch  32 Batch  939/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9641, Loss: 0.0315
Epoch  32 Batch  940/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0249
Epoch  32 Batch  941/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0248
Epoch  32 Batch  942/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0313
Epoch  32 Batch  943/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9482, Loss: 0.0224
Epoch  32 Batch  944/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9492, Loss: 0.0302
Epoch  32 Batch  945/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0209
Epoch  32 Batch  946/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9482, Loss: 0.0186
Epoch  32 Batch  947/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9581, Loss: 0.0335
Epoch  32 Batch  948/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9538, Loss: 0.0244
Epoch  32 Batch  949/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9567, Loss: 0.0233
Epoch  32 Batch  950/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9432, Loss: 0.0232
Epoch  32 Batch  951/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9439, Loss: 0.0293
Epoch  32 Batch  952/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9439, Loss: 0.0197
Epoch  32 Batch  953/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9460, Loss: 0.0237
Epoch  32 Batch  954/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0333
Epoch  32 Batch  955/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0301
Epoch  32 Batch  956/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0272
Epoch  32 Batch  957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9542, Loss: 0.0195
Epoch  32 Batch  958/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9467, Loss: 0.0258
Epoch  32 Batch  959/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9464, Loss: 0.0306
Epoch  32 Batch  960/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9474, Loss: 0.0266
Epoch  32 Batch  961/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9474, Loss: 0.0203
Epoch  32 Batch  962/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9478, Loss: 0.0280
Epoch  32 Batch  963/1077 - Train Accuracy: 0.9540, Validation Accuracy: 0.9482, Loss: 0.0333
Epoch  32 Batch  964/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0220
Epoch  32 Batch  965/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9574, Loss: 0.0378
Epoch  32 Batch  966/1077 - Train Accuracy: 0.9518, Validation Accuracy: 0.9574, Loss: 0.0241
Epoch  32 Batch  967/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9574, Loss: 0.0306
Epoch  32 Batch  968/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0365
Epoch  32 Batch  969/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9624, Loss: 0.0328
Epoch  32 Batch  970/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9577, Loss: 0.0252
Epoch  32 Batch  971/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0339
Epoch  32 Batch  972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9457, Loss: 0.0302
Epoch  32 Batch  973/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0210
Epoch  32 Batch  974/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9411, Loss: 0.0241
Epoch  32 Batch  975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9382, Loss: 0.0263
Epoch  32 Batch  976/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0205
Epoch  32 Batch  977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0152
Epoch  32 Batch  978/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9386, Loss: 0.0270
Epoch  32 Batch  979/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9336, Loss: 0.0258
Epoch  32 Batch  980/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9283, Loss: 0.0281
Epoch  32 Batch  981/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9332, Loss: 0.0318
Epoch  32 Batch  982/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9432, Loss: 0.0335
Epoch  32 Batch  983/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9482, Loss: 0.0253
Epoch  32 Batch  984/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0369
Epoch  32 Batch  985/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9411, Loss: 0.0231
Epoch  32 Batch  986/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9411, Loss: 0.0256
Epoch  32 Batch  987/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9411, Loss: 0.0230
Epoch  32 Batch  988/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9393, Loss: 0.0301
Epoch  32 Batch  989/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9393, Loss: 0.0301
Epoch  32 Batch  990/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9347, Loss: 0.0314
Epoch  32 Batch  991/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9393, Loss: 0.0234
Epoch  32 Batch  992/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9393, Loss: 0.0318
Epoch  32 Batch  993/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9364, Loss: 0.0189
Epoch  32 Batch  994/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0249
Epoch  32 Batch  995/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0223
Epoch  32 Batch  996/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9389, Loss: 0.0280
Epoch  32 Batch  997/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9389, Loss: 0.0294
Epoch  32 Batch  998/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9389, Loss: 0.0220
Epoch  32 Batch  999/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0322
Epoch  32 Batch 1000/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9339, Loss: 0.0265
Epoch  32 Batch 1001/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9286, Loss: 0.0216
Epoch  32 Batch 1002/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9286, Loss: 0.0158
Epoch  32 Batch 1003/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9336, Loss: 0.0260
Epoch  32 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9371, Loss: 0.0217
Epoch  32 Batch 1005/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9325, Loss: 0.0284
Epoch  32 Batch 1006/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9375, Loss: 0.0248
Epoch  32 Batch 1007/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0215
Epoch  32 Batch 1008/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0261
Epoch  32 Batch 1009/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0178
Epoch  32 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0210
Epoch  32 Batch 1011/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9460, Loss: 0.0260
Epoch  32 Batch 1012/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9439, Loss: 0.0196
Epoch  32 Batch 1013/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9375, Loss: 0.0187
Epoch  32 Batch 1014/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9425, Loss: 0.0216
Epoch  32 Batch 1015/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9439, Loss: 0.0324
Epoch  32 Batch 1016/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0250
Epoch  32 Batch 1017/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9460, Loss: 0.0251
Epoch  32 Batch 1018/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9428, Loss: 0.0331
Epoch  32 Batch 1019/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9421, Loss: 0.0355
Epoch  32 Batch 1020/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0248
Epoch  32 Batch 1021/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9521, Loss: 0.0268
Epoch  32 Batch 1022/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9521, Loss: 0.0238
Epoch  32 Batch 1023/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9524, Loss: 0.0253
Epoch  32 Batch 1024/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0326
Epoch  32 Batch 1025/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9425, Loss: 0.0245
Epoch  32 Batch 1026/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0308
Epoch  32 Batch 1027/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9428, Loss: 0.0228
Epoch  32 Batch 1028/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9379, Loss: 0.0289
Epoch  32 Batch 1029/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9478, Loss: 0.0222
Epoch  32 Batch 1030/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9531, Loss: 0.0242
Epoch  32 Batch 1031/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9414, Loss: 0.0356
Epoch  32 Batch 1032/1077 - Train Accuracy: 0.9308, Validation Accuracy: 0.9364, Loss: 0.0311
Epoch  32 Batch 1033/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0317
Epoch  32 Batch 1034/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9432, Loss: 0.0236
Epoch  32 Batch 1035/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0194
Epoch  32 Batch 1036/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9428, Loss: 0.0332
Epoch  32 Batch 1037/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0265
Epoch  32 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9411, Loss: 0.0357
Epoch  32 Batch 1039/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9411, Loss: 0.0267
Epoch  32 Batch 1040/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9332, Loss: 0.0242
Epoch  32 Batch 1041/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9247, Loss: 0.0323
Epoch  32 Batch 1042/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0276
Epoch  32 Batch 1043/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9343, Loss: 0.0426
Epoch  32 Batch 1044/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9407, Loss: 0.0273
Epoch  32 Batch 1045/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0284
Epoch  32 Batch 1046/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9496, Loss: 0.0218
Epoch  32 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0226
Epoch  32 Batch 1048/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9421, Loss: 0.0267
Epoch  32 Batch 1049/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0276
Epoch  32 Batch 1050/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0193
Epoch  32 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0329
Epoch  32 Batch 1052/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9403, Loss: 0.0226
Epoch  32 Batch 1053/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0297
Epoch  32 Batch 1054/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9474, Loss: 0.0303
Epoch  32 Batch 1055/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9375, Loss: 0.0305
Epoch  32 Batch 1056/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0256
Epoch  32 Batch 1057/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0271
Epoch  32 Batch 1058/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9457, Loss: 0.0342
Epoch  32 Batch 1059/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9407, Loss: 0.0318
Epoch  32 Batch 1060/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9435, Loss: 0.0196
Epoch  32 Batch 1061/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9368, Loss: 0.0416
Epoch  32 Batch 1062/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9418, Loss: 0.0302
Epoch  32 Batch 1063/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9418, Loss: 0.0314
Epoch  32 Batch 1064/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9418, Loss: 0.0280
Epoch  32 Batch 1065/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9496, Loss: 0.0305
Epoch  32 Batch 1066/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9450, Loss: 0.0186
Epoch  32 Batch 1067/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9446, Loss: 0.0273
Epoch  32 Batch 1068/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9446, Loss: 0.0223
Epoch  32 Batch 1069/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9446, Loss: 0.0255
Epoch  32 Batch 1070/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0239
Epoch  32 Batch 1071/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0255
Epoch  32 Batch 1072/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9354, Loss: 0.0278
Epoch  32 Batch 1073/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9432, Loss: 0.0266
Epoch  32 Batch 1074/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9432, Loss: 0.0387
Epoch  32 Batch 1075/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9432, Loss: 0.0283
Epoch  33 Batch    1/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0200
Epoch  33 Batch    2/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0290
Epoch  33 Batch    3/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9510, Loss: 0.0334
Epoch  33 Batch    4/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0243
Epoch  33 Batch    5/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0413
Epoch  33 Batch    6/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9506, Loss: 0.0243
Epoch  33 Batch    7/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9471, Loss: 0.0272
Epoch  33 Batch    8/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0288
Epoch  33 Batch    9/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0247
Epoch  33 Batch   10/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9467, Loss: 0.0282
Epoch  33 Batch   11/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9467, Loss: 0.0364
Epoch  33 Batch   12/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0236
Epoch  33 Batch   13/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0400
Epoch  33 Batch   14/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  33 Batch   15/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0207
Epoch  33 Batch   16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9474, Loss: 0.0242
Epoch  33 Batch   17/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0261
Epoch  33 Batch   18/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9457, Loss: 0.0257
Epoch  33 Batch   19/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9453, Loss: 0.0252
Epoch  33 Batch   20/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9435, Loss: 0.0244
Epoch  33 Batch   21/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9439, Loss: 0.0350
Epoch  33 Batch   22/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9439, Loss: 0.0265
Epoch  33 Batch   23/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9290, Loss: 0.0216
Epoch  33 Batch   24/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9290, Loss: 0.0315
Epoch  33 Batch   25/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9286, Loss: 0.0186
Epoch  33 Batch   26/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9485, Loss: 0.0350
Epoch  33 Batch   27/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0198
Epoch  33 Batch   28/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0271
Epoch  33 Batch   29/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9549, Loss: 0.0275
Epoch  33 Batch   30/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0267
Epoch  33 Batch   31/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9467, Loss: 0.0263
Epoch  33 Batch   32/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0211
Epoch  33 Batch   33/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9407, Loss: 0.0216
Epoch  33 Batch   34/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0284
Epoch  33 Batch   35/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9474, Loss: 0.0283
Epoch  33 Batch   36/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0241
Epoch  33 Batch   37/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0276
Epoch  33 Batch   38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9510, Loss: 0.0377
Epoch  33 Batch   39/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0354
Epoch  33 Batch   40/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9343, Loss: 0.0209
Epoch  33 Batch   41/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9343, Loss: 0.0194
Epoch  33 Batch   42/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9293, Loss: 0.0368
Epoch  33 Batch   43/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9290, Loss: 0.0144
Epoch  33 Batch   44/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9439, Loss: 0.0186
Epoch  33 Batch   45/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9336, Loss: 0.0284
Epoch  33 Batch   46/1077 - Train Accuracy: 0.9157, Validation Accuracy: 0.9339, Loss: 0.0357
Epoch  33 Batch   47/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0290
Epoch  33 Batch   48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9396, Loss: 0.0342
Epoch  33 Batch   49/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9450, Loss: 0.0374
Epoch  33 Batch   50/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0269
Epoch  33 Batch   51/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9489, Loss: 0.0326
Epoch  33 Batch   52/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9485, Loss: 0.0324
Epoch  33 Batch   53/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9382, Loss: 0.0264
Epoch  33 Batch   54/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9336, Loss: 0.0486
Epoch  33 Batch   55/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9290, Loss: 0.0253
Epoch  33 Batch   56/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9290, Loss: 0.0194
Epoch  33 Batch   57/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9197, Loss: 0.0306
Epoch  33 Batch   58/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9194, Loss: 0.0250
Epoch  33 Batch   59/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9244, Loss: 0.0273
Epoch  33 Batch   60/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9318, Loss: 0.0186
Epoch  33 Batch   61/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9403, Loss: 0.0252
Epoch  33 Batch   62/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9343, Loss: 0.0328
Epoch  33 Batch   63/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9442, Loss: 0.0222
Epoch  33 Batch   64/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0259
Epoch  33 Batch   65/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9332, Loss: 0.0237
Epoch  33 Batch   66/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9354, Loss: 0.0174
Epoch  33 Batch   67/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9311, Loss: 0.0258
Epoch  33 Batch   68/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9308, Loss: 0.0352
Epoch  33 Batch   69/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9357, Loss: 0.0342
Epoch  33 Batch   70/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9361, Loss: 0.0332
Epoch  33 Batch   71/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9414, Loss: 0.0173
Epoch  33 Batch   72/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9432, Loss: 0.0308
Epoch  33 Batch   73/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9432, Loss: 0.0273
Epoch  33 Batch   74/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9435, Loss: 0.0227
Epoch  33 Batch   75/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9418, Loss: 0.0377
Epoch  33 Batch   76/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0200
Epoch  33 Batch   77/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0282
Epoch  33 Batch   78/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9421, Loss: 0.0264
Epoch  33 Batch   79/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9425, Loss: 0.0230
Epoch  33 Batch   80/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0252
Epoch  33 Batch   81/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9371, Loss: 0.0221
Epoch  33 Batch   82/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9379, Loss: 0.0274
Epoch  33 Batch   83/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9457, Loss: 0.0232
Epoch  33 Batch   84/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0235
Epoch  33 Batch   85/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9411, Loss: 0.0260
Epoch  33 Batch   86/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0228
Epoch  33 Batch   87/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9435, Loss: 0.0343
Epoch  33 Batch   88/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9506, Loss: 0.0315
Epoch  33 Batch   89/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9553, Loss: 0.0313
Epoch  33 Batch   90/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9453, Loss: 0.0215
Epoch  33 Batch   91/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0255
Epoch  33 Batch   92/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9457, Loss: 0.0270
Epoch  33 Batch   93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0248
Epoch  33 Batch   94/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9474, Loss: 0.0228
Epoch  33 Batch   95/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9357, Loss: 0.0273
Epoch  33 Batch   96/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9357, Loss: 0.0263
Epoch  33 Batch   97/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9357, Loss: 0.0283
Epoch  33 Batch   98/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9396, Loss: 0.0305
Epoch  33 Batch   99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9428, Loss: 0.0235
Epoch  33 Batch  100/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0274
Epoch  33 Batch  101/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9428, Loss: 0.0257
Epoch  33 Batch  102/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9439, Loss: 0.0198
Epoch  33 Batch  103/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9464, Loss: 0.0307
Epoch  33 Batch  104/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9414, Loss: 0.0293
Epoch  33 Batch  105/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9453, Loss: 0.0249
Epoch  33 Batch  106/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9450, Loss: 0.0279
Epoch  33 Batch  107/1077 - Train Accuracy: 0.9286, Validation Accuracy: 0.9446, Loss: 0.0296
Epoch  33 Batch  108/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9474, Loss: 0.0328
Epoch  33 Batch  109/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0253
Epoch  33 Batch  110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9492, Loss: 0.0223
Epoch  33 Batch  111/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0207
Epoch  33 Batch  112/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9482, Loss: 0.0199
Epoch  33 Batch  113/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9425, Loss: 0.0304
Epoch  33 Batch  114/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0219
Epoch  33 Batch  115/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9432, Loss: 0.0350
Epoch  33 Batch  116/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9457, Loss: 0.0410
Epoch  33 Batch  117/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9506, Loss: 0.0233
Epoch  33 Batch  118/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9506, Loss: 0.0226
Epoch  33 Batch  119/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  33 Batch  120/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0327
Epoch  33 Batch  121/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0263
Epoch  33 Batch  122/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  33 Batch  123/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0198
Epoch  33 Batch  124/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0304
Epoch  33 Batch  125/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9499, Loss: 0.0341
Epoch  33 Batch  126/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9503, Loss: 0.0262
Epoch  33 Batch  127/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9496, Loss: 0.0244
Epoch  33 Batch  128/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9435, Loss: 0.0263
Epoch  33 Batch  129/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9315, Loss: 0.0333
Epoch  33 Batch  130/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9332, Loss: 0.0242
Epoch  33 Batch  131/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0295
Epoch  33 Batch  132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0217
Epoch  33 Batch  133/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9478, Loss: 0.0222
Epoch  33 Batch  134/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9403, Loss: 0.0269
Epoch  33 Batch  135/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9435, Loss: 0.0313
Epoch  33 Batch  136/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9435, Loss: 0.0201
Epoch  33 Batch  137/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9400, Loss: 0.0293
Epoch  33 Batch  138/1077 - Train Accuracy: 0.9090, Validation Accuracy: 0.9375, Loss: 0.0286
Epoch  33 Batch  139/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9439, Loss: 0.0281
Epoch  33 Batch  140/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9485, Loss: 0.0211
Epoch  33 Batch  141/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0251
Epoch  33 Batch  142/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9496, Loss: 0.0263
Epoch  33 Batch  143/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0298
Epoch  33 Batch  144/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9545, Loss: 0.0358
Epoch  33 Batch  145/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0253
Epoch  33 Batch  146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0621
Epoch  33 Batch  147/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9414, Loss: 0.0216
Epoch  33 Batch  148/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9435, Loss: 0.0284
Epoch  33 Batch  149/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9432, Loss: 0.0215
Epoch  33 Batch  150/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9435, Loss: 0.0254
Epoch  33 Batch  151/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9467, Loss: 0.0215
Epoch  33 Batch  152/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0341
Epoch  33 Batch  153/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9528, Loss: 0.0387
Epoch  33 Batch  154/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9549, Loss: 0.0275
Epoch  33 Batch  155/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0208
Epoch  33 Batch  156/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9524, Loss: 0.0192
Epoch  33 Batch  157/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9549, Loss: 0.0249
Epoch  33 Batch  158/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9482, Loss: 0.0308
Epoch  33 Batch  159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9531, Loss: 0.0242
Epoch  33 Batch  160/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9531, Loss: 0.0225
Epoch  33 Batch  161/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0179
Epoch  33 Batch  162/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9531, Loss: 0.0360
Epoch  33 Batch  163/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0379
Epoch  33 Batch  164/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9510, Loss: 0.0250
Epoch  33 Batch  165/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9464, Loss: 0.0398
Epoch  33 Batch  166/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0266
Epoch  33 Batch  167/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0231
Epoch  33 Batch  168/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9354, Loss: 0.0358
Epoch  33 Batch  169/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9460, Loss: 0.0267
Epoch  33 Batch  170/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9460, Loss: 0.0297
Epoch  33 Batch  171/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9513, Loss: 0.0247
Epoch  33 Batch  172/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0235
Epoch  33 Batch  173/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9506, Loss: 0.0252
Epoch  33 Batch  174/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9482, Loss: 0.0195
Epoch  33 Batch  175/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9435, Loss: 0.0352
Epoch  33 Batch  176/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9538, Loss: 0.0328
Epoch  33 Batch  177/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9506, Loss: 0.0283
Epoch  33 Batch  178/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9442, Loss: 0.0249
Epoch  33 Batch  179/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9418, Loss: 0.0268
Epoch  33 Batch  180/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0225
Epoch  33 Batch  181/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0315
Epoch  33 Batch  182/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9471, Loss: 0.0374
Epoch  33 Batch  183/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9478, Loss: 0.0298
Epoch  33 Batch  184/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9421, Loss: 0.0251
Epoch  33 Batch  185/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9450, Loss: 0.0357
Epoch  33 Batch  186/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0262
Epoch  33 Batch  187/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  33 Batch  188/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0315
Epoch  33 Batch  189/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0249
Epoch  33 Batch  190/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9421, Loss: 0.0213
Epoch  33 Batch  191/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9389, Loss: 0.0194
Epoch  33 Batch  192/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9382, Loss: 0.0312
Epoch  33 Batch  193/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9357, Loss: 0.0230
Epoch  33 Batch  194/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9450, Loss: 0.0184
Epoch  33 Batch  195/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9442, Loss: 0.0220
Epoch  33 Batch  196/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9457, Loss: 0.0198
Epoch  33 Batch  197/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0289
Epoch  33 Batch  198/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0291
Epoch  33 Batch  199/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0257
Epoch  33 Batch  200/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9513, Loss: 0.0247
Epoch  33 Batch  201/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0227
Epoch  33 Batch  202/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0227
Epoch  33 Batch  203/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9489, Loss: 0.0283
Epoch  33 Batch  204/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9489, Loss: 0.0433
Epoch  33 Batch  205/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9446, Loss: 0.0363
Epoch  33 Batch  206/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9364, Loss: 0.0219
Epoch  33 Batch  207/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9361, Loss: 0.0253
Epoch  33 Batch  208/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0265
Epoch  33 Batch  209/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0215
Epoch  33 Batch  210/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9407, Loss: 0.0233
Epoch  33 Batch  211/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0228
Epoch  33 Batch  212/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9489, Loss: 0.0234
Epoch  33 Batch  213/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0247
Epoch  33 Batch  214/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0258
Epoch  33 Batch  215/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9400, Loss: 0.0296
Epoch  33 Batch  216/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9379, Loss: 0.0267
Epoch  33 Batch  217/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9425, Loss: 0.0191
Epoch  33 Batch  218/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9371, Loss: 0.0328
Epoch  33 Batch  219/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9347, Loss: 0.0207
Epoch  33 Batch  220/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9393, Loss: 0.0267
Epoch  33 Batch  221/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9414, Loss: 0.0268
Epoch  33 Batch  222/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0215
Epoch  33 Batch  223/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9450, Loss: 0.0263
Epoch  33 Batch  224/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9400, Loss: 0.0266
Epoch  33 Batch  225/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9400, Loss: 0.0337
Epoch  33 Batch  226/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9396, Loss: 0.0236
Epoch  33 Batch  227/1077 - Train Accuracy: 0.9234, Validation Accuracy: 0.9396, Loss: 0.0332
Epoch  33 Batch  228/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9339, Loss: 0.0204
Epoch  33 Batch  229/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9389, Loss: 0.0240
Epoch  33 Batch  230/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9343, Loss: 0.0282
Epoch  33 Batch  231/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9347, Loss: 0.0315
Epoch  33 Batch  232/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0242
Epoch  33 Batch  233/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0319
Epoch  33 Batch  234/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9453, Loss: 0.0279
Epoch  33 Batch  235/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9453, Loss: 0.0311
Epoch  33 Batch  236/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0294
Epoch  33 Batch  237/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0208
Epoch  33 Batch  238/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0274
Epoch  33 Batch  239/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9545, Loss: 0.0171
Epoch  33 Batch  240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9496, Loss: 0.0203
Epoch  33 Batch  241/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0171
Epoch  33 Batch  242/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0226
Epoch  33 Batch  243/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9545, Loss: 0.0299
Epoch  33 Batch  244/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9474, Loss: 0.0229
Epoch  33 Batch  245/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9474, Loss: 0.0222
Epoch  33 Batch  246/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0283
Epoch  33 Batch  247/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9432, Loss: 0.0258
Epoch  33 Batch  248/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0317
Epoch  33 Batch  249/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0217
Epoch  33 Batch  250/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9485, Loss: 0.0247
Epoch  33 Batch  251/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0327
Epoch  33 Batch  252/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9482, Loss: 0.0300
Epoch  33 Batch  253/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9478, Loss: 0.0272
Epoch  33 Batch  254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0287
Epoch  33 Batch  255/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9478, Loss: 0.0224
Epoch  33 Batch  256/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9460, Loss: 0.0452
Epoch  33 Batch  257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9503, Loss: 0.0272
Epoch  33 Batch  258/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0236
Epoch  33 Batch  259/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0209
Epoch  33 Batch  260/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9521, Loss: 0.0206
Epoch  33 Batch  261/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9521, Loss: 0.0250
Epoch  33 Batch  262/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0226
Epoch  33 Batch  263/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9471, Loss: 0.0195
Epoch  33 Batch  264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0227
Epoch  33 Batch  265/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9421, Loss: 0.0219
Epoch  33 Batch  266/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9421, Loss: 0.0269
Epoch  33 Batch  267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9421, Loss: 0.0191
Epoch  33 Batch  268/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9471, Loss: 0.0352
Epoch  33 Batch  269/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9570, Loss: 0.0288
Epoch  33 Batch  270/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0347
Epoch  33 Batch  271/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0238
Epoch  33 Batch  272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9446, Loss: 0.0504
Epoch  33 Batch  273/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  33 Batch  274/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0265
Epoch  33 Batch  275/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9467, Loss: 0.0254
Epoch  33 Batch  276/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9453, Loss: 0.0367
Epoch  33 Batch  277/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9407, Loss: 0.0205
Epoch  33 Batch  278/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9386, Loss: 0.0335
Epoch  33 Batch  279/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0269
Epoch  33 Batch  280/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9489, Loss: 0.0309
Epoch  33 Batch  281/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9386, Loss: 0.0310
Epoch  33 Batch  282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0306
Epoch  33 Batch  283/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9389, Loss: 0.0268
Epoch  33 Batch  284/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9336, Loss: 0.0254
Epoch  33 Batch  285/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9361, Loss: 0.0258
Epoch  33 Batch  286/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9364, Loss: 0.0252
Epoch  33 Batch  287/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9364, Loss: 0.0311
Epoch  33 Batch  288/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9414, Loss: 0.0302
Epoch  33 Batch  289/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0211
Epoch  33 Batch  290/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0389
Epoch  33 Batch  291/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9382, Loss: 0.0355
Epoch  33 Batch  292/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9350, Loss: 0.0235
Epoch  33 Batch  293/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9400, Loss: 0.0233
Epoch  33 Batch  294/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9435, Loss: 0.0253
Epoch  33 Batch  295/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9389, Loss: 0.0283
Epoch  33 Batch  296/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9336, Loss: 0.0234
Epoch  33 Batch  297/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0298
Epoch  33 Batch  298/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9336, Loss: 0.0309
Epoch  33 Batch  299/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9336, Loss: 0.0265
Epoch  33 Batch  300/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9396, Loss: 0.0188
Epoch  33 Batch  301/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9403, Loss: 0.0216
Epoch  33 Batch  302/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0271
Epoch  33 Batch  303/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9489, Loss: 0.0301
Epoch  33 Batch  304/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0263
Epoch  33 Batch  305/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0259
Epoch  33 Batch  306/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9425, Loss: 0.0409
Epoch  33 Batch  307/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9467, Loss: 0.0277
Epoch  33 Batch  308/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9460, Loss: 0.0303
Epoch  33 Batch  309/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9478, Loss: 0.0224
Epoch  33 Batch  310/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9528, Loss: 0.0244
Epoch  33 Batch  311/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  33 Batch  312/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9467, Loss: 0.0327
Epoch  33 Batch  313/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0218
Epoch  33 Batch  314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9361, Loss: 0.0352
Epoch  33 Batch  315/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9368, Loss: 0.0228
Epoch  33 Batch  316/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9418, Loss: 0.0317
Epoch  33 Batch  317/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9411, Loss: 0.0253
Epoch  33 Batch  318/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0222
Epoch  33 Batch  319/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0322
Epoch  33 Batch  320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9329, Loss: 0.0387
Epoch  33 Batch  321/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9368, Loss: 0.0234
Epoch  33 Batch  322/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9368, Loss: 0.0241
Epoch  33 Batch  323/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9368, Loss: 0.0277
Epoch  33 Batch  324/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9442, Loss: 0.0261
Epoch  33 Batch  325/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9339, Loss: 0.0250
Epoch  33 Batch  326/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9286, Loss: 0.0249
Epoch  33 Batch  327/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0331
Epoch  33 Batch  328/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9332, Loss: 0.0339
Epoch  33 Batch  329/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9343, Loss: 0.0275
Epoch  33 Batch  330/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9364, Loss: 0.0289
Epoch  33 Batch  331/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0241
Epoch  33 Batch  332/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9343, Loss: 0.0189
Epoch  33 Batch  333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9382, Loss: 0.0235
Epoch  33 Batch  334/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9400, Loss: 0.0198
Epoch  33 Batch  335/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9382, Loss: 0.0283
Epoch  33 Batch  336/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0630
Epoch  33 Batch  337/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0234
Epoch  33 Batch  338/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9609, Loss: 0.0369
Epoch  33 Batch  339/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0195
Epoch  33 Batch  340/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0248
Epoch  33 Batch  341/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9457, Loss: 0.0358
Epoch  33 Batch  342/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9403, Loss: 0.0237
Epoch  33 Batch  343/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9400, Loss: 0.0369
Epoch  33 Batch  344/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9332, Loss: 0.0321
Epoch  33 Batch  345/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9339, Loss: 0.0219
Epoch  33 Batch  346/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9375, Loss: 0.0307
Epoch  33 Batch  347/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9375, Loss: 0.0202
Epoch  33 Batch  348/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9350, Loss: 0.0300
Epoch  33 Batch  349/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9339, Loss: 0.0257
Epoch  33 Batch  350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9343, Loss: 0.0218
Epoch  33 Batch  351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  33 Batch  352/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9322, Loss: 0.0198
Epoch  33 Batch  353/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9279, Loss: 0.0314
Epoch  33 Batch  354/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9368, Loss: 0.0308
Epoch  33 Batch  355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9407, Loss: 0.0251
Epoch  33 Batch  356/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9382, Loss: 0.0271
Epoch  33 Batch  357/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9332, Loss: 0.0303
Epoch  33 Batch  358/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9389, Loss: 0.0324
Epoch  33 Batch  359/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0271
Epoch  33 Batch  360/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9265, Loss: 0.0226
Epoch  33 Batch  361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9311, Loss: 0.0251
Epoch  33 Batch  362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9205, Loss: 0.0368
Epoch  33 Batch  363/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9361, Loss: 0.0280
Epoch  33 Batch  364/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0391
Epoch  33 Batch  365/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0172
Epoch  33 Batch  366/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9357, Loss: 0.0224
Epoch  33 Batch  367/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0256
Epoch  33 Batch  368/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0279
Epoch  33 Batch  369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9471, Loss: 0.0294
Epoch  33 Batch  370/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9421, Loss: 0.0267
Epoch  33 Batch  371/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9389, Loss: 0.0219
Epoch  33 Batch  372/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9393, Loss: 0.0190
Epoch  33 Batch  373/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9396, Loss: 0.0281
Epoch  33 Batch  374/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9450, Loss: 0.0290
Epoch  33 Batch  375/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9457, Loss: 0.0249
Epoch  33 Batch  376/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9411, Loss: 0.0369
Epoch  33 Batch  377/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0254
Epoch  33 Batch  378/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9482, Loss: 0.0198
Epoch  33 Batch  379/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9460, Loss: 0.0336
Epoch  33 Batch  380/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0233
Epoch  33 Batch  381/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9414, Loss: 0.0337
Epoch  33 Batch  382/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9435, Loss: 0.0392
Epoch  33 Batch  383/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9425, Loss: 0.0270
Epoch  33 Batch  384/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0212
Epoch  33 Batch  385/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9364, Loss: 0.0192
Epoch  33 Batch  386/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9368, Loss: 0.0215
Epoch  33 Batch  387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9400, Loss: 0.0236
Epoch  33 Batch  388/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9343, Loss: 0.0376
Epoch  33 Batch  389/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9389, Loss: 0.0294
Epoch  33 Batch  390/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9435, Loss: 0.0355
Epoch  33 Batch  391/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9386, Loss: 0.0295
Epoch  33 Batch  392/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9382, Loss: 0.0347
Epoch  33 Batch  393/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9386, Loss: 0.0252
Epoch  33 Batch  394/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9467, Loss: 0.0241
Epoch  33 Batch  395/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9467, Loss: 0.0234
Epoch  33 Batch  396/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  33 Batch  397/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0293
Epoch  33 Batch  398/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9521, Loss: 0.0270
Epoch  33 Batch  399/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  33 Batch  400/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0265
Epoch  33 Batch  401/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0208
Epoch  33 Batch  402/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0217
Epoch  33 Batch  403/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0394
Epoch  33 Batch  404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9407, Loss: 0.0285
Epoch  33 Batch  405/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9403, Loss: 0.0320
Epoch  33 Batch  406/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9403, Loss: 0.0241
Epoch  33 Batch  407/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9350, Loss: 0.0323
Epoch  33 Batch  408/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9304, Loss: 0.0301
Epoch  33 Batch  409/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9325, Loss: 0.0292
Epoch  33 Batch  410/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9318, Loss: 0.0401
Epoch  33 Batch  411/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9414, Loss: 0.0291
Epoch  33 Batch  412/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9517, Loss: 0.0271
Epoch  33 Batch  413/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0244
Epoch  33 Batch  414/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0246
Epoch  33 Batch  415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9450, Loss: 0.0337
Epoch  33 Batch  416/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0265
Epoch  33 Batch  417/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0401
Epoch  33 Batch  418/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9446, Loss: 0.0211
Epoch  33 Batch  419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9421, Loss: 0.0230
Epoch  33 Batch  420/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0191
Epoch  33 Batch  421/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0474
Epoch  33 Batch  422/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9435, Loss: 0.0248
Epoch  33 Batch  423/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9474, Loss: 0.0304
Epoch  33 Batch  424/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0256
Epoch  33 Batch  425/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9425, Loss: 0.0204
Epoch  33 Batch  426/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9368, Loss: 0.0306
Epoch  33 Batch  427/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9368, Loss: 0.0229
Epoch  33 Batch  428/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9393, Loss: 0.0207
Epoch  33 Batch  429/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9393, Loss: 0.0225
Epoch  33 Batch  430/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0215
Epoch  33 Batch  431/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9389, Loss: 0.0211
Epoch  33 Batch  432/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9339, Loss: 0.0246
Epoch  33 Batch  433/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9265, Loss: 0.0315
Epoch  33 Batch  434/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9293, Loss: 0.0255
Epoch  33 Batch  435/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9244, Loss: 0.0327
Epoch  33 Batch  436/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9240, Loss: 0.0280
Epoch  33 Batch  437/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9261, Loss: 0.0187
Epoch  33 Batch  438/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9261, Loss: 0.0249
Epoch  33 Batch  439/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9261, Loss: 0.0280
Epoch  33 Batch  440/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9261, Loss: 0.0331
Epoch  33 Batch  441/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9293, Loss: 0.0285
Epoch  33 Batch  442/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9290, Loss: 0.0351
Epoch  33 Batch  443/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9290, Loss: 0.0238
Epoch  33 Batch  444/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9311, Loss: 0.0314
Epoch  33 Batch  445/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9361, Loss: 0.0298
Epoch  33 Batch  446/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9375, Loss: 0.0213
Epoch  33 Batch  447/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0253
Epoch  33 Batch  448/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9361, Loss: 0.0297
Epoch  33 Batch  449/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9318, Loss: 0.0364
Epoch  33 Batch  450/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9318, Loss: 0.0306
Epoch  33 Batch  451/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9318, Loss: 0.0246
Epoch  33 Batch  452/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9311, Loss: 0.0218
Epoch  33 Batch  453/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9364, Loss: 0.0279
Epoch  33 Batch  454/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9407, Loss: 0.0381
Epoch  33 Batch  455/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9407, Loss: 0.0261
Epoch  33 Batch  456/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0326
Epoch  33 Batch  457/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9435, Loss: 0.0215
Epoch  33 Batch  458/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9478, Loss: 0.0294
Epoch  33 Batch  459/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9457, Loss: 0.0280
Epoch  33 Batch  460/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9457, Loss: 0.0279
Epoch  33 Batch  461/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9389, Loss: 0.0262
Epoch  33 Batch  462/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9389, Loss: 0.0255
Epoch  33 Batch  463/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9393, Loss: 0.0244
Epoch  33 Batch  464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9393, Loss: 0.0241
Epoch  33 Batch  465/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9311, Loss: 0.0398
Epoch  33 Batch  466/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9315, Loss: 0.0277
Epoch  33 Batch  467/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9361, Loss: 0.0274
Epoch  33 Batch  468/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9361, Loss: 0.0253
Epoch  33 Batch  469/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0189
Epoch  33 Batch  470/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9432, Loss: 0.0247
Epoch  33 Batch  471/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0189
Epoch  33 Batch  472/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9428, Loss: 0.0241
Epoch  33 Batch  473/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9428, Loss: 0.0252
Epoch  33 Batch  474/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9482, Loss: 0.0244
Epoch  33 Batch  475/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9482, Loss: 0.0255
Epoch  33 Batch  476/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9474, Loss: 0.0218
Epoch  33 Batch  477/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9428, Loss: 0.0263
Epoch  33 Batch  478/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9428, Loss: 0.0267
Epoch  33 Batch  479/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9428, Loss: 0.0267
Epoch  33 Batch  480/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9460, Loss: 0.0239
Epoch  33 Batch  481/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9460, Loss: 0.0260
Epoch  33 Batch  482/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9457, Loss: 0.0250
Epoch  33 Batch  483/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9457, Loss: 0.0337
Epoch  33 Batch  484/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9414, Loss: 0.0282
Epoch  33 Batch  485/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9414, Loss: 0.0304
Epoch  33 Batch  486/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9386, Loss: 0.0243
Epoch  33 Batch  487/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9382, Loss: 0.0220
Epoch  33 Batch  488/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  33 Batch  489/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9432, Loss: 0.0239
Epoch  33 Batch  490/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9336, Loss: 0.0264
Epoch  33 Batch  491/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9304, Loss: 0.0348
Epoch  33 Batch  492/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9254, Loss: 0.0294
Epoch  33 Batch  493/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9300, Loss: 0.0179
Epoch  33 Batch  494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9300, Loss: 0.0186
Epoch  33 Batch  495/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9237, Loss: 0.0205
Epoch  33 Batch  496/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9279, Loss: 0.0263
Epoch  33 Batch  497/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9354, Loss: 0.0283
Epoch  33 Batch  498/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9357, Loss: 0.0301
Epoch  33 Batch  499/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9347, Loss: 0.0269
Epoch  33 Batch  500/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0207
Epoch  33 Batch  501/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0223
Epoch  33 Batch  502/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9503, Loss: 0.0310
Epoch  33 Batch  503/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0231
Epoch  33 Batch  504/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0231
Epoch  33 Batch  505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0197
Epoch  33 Batch  506/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9474, Loss: 0.0332
Epoch  33 Batch  507/1077 - Train Accuracy: 0.9207, Validation Accuracy: 0.9471, Loss: 0.0295
Epoch  33 Batch  508/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0238
Epoch  33 Batch  509/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9471, Loss: 0.0310
Epoch  33 Batch  510/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0225
Epoch  33 Batch  511/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9435, Loss: 0.0277
Epoch  33 Batch  512/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  33 Batch  513/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9435, Loss: 0.0310
Epoch  33 Batch  514/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9439, Loss: 0.0250
Epoch  33 Batch  515/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0292
Epoch  33 Batch  516/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9492, Loss: 0.0280
Epoch  33 Batch  517/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9435, Loss: 0.0313
Epoch  33 Batch  518/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0214
Epoch  33 Batch  519/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0336
Epoch  33 Batch  520/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9524, Loss: 0.0234
Epoch  33 Batch  521/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9460, Loss: 0.0252
Epoch  33 Batch  522/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9460, Loss: 0.0321
Epoch  33 Batch  523/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0306
Epoch  33 Batch  524/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0289
Epoch  33 Batch  525/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0262
Epoch  33 Batch  526/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0194
Epoch  33 Batch  527/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9524, Loss: 0.0263
Epoch  33 Batch  528/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0227
Epoch  33 Batch  529/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0283
Epoch  33 Batch  530/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9531, Loss: 0.0287
Epoch  33 Batch  531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0279
Epoch  33 Batch  532/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9482, Loss: 0.0375
Epoch  33 Batch  533/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9382, Loss: 0.0230
Epoch  33 Batch  534/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0339
Epoch  33 Batch  535/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9428, Loss: 0.0267
Epoch  33 Batch  536/1077 - Train Accuracy: 0.9223, Validation Accuracy: 0.9428, Loss: 0.0291
Epoch  33 Batch  537/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0227
Epoch  33 Batch  538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9439, Loss: 0.0221
Epoch  33 Batch  539/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0339
Epoch  33 Batch  540/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0181
Epoch  33 Batch  541/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9482, Loss: 0.0244
Epoch  33 Batch  542/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0308
Epoch  33 Batch  543/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0207
Epoch  33 Batch  544/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9371, Loss: 0.0126
Epoch  33 Batch  545/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9414, Loss: 0.0236
Epoch  33 Batch  546/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0311
Epoch  33 Batch  547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0241
Epoch  33 Batch  548/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9268, Loss: 0.0303
Epoch  33 Batch  549/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9272, Loss: 0.0309
Epoch  33 Batch  550/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9371, Loss: 0.0260
Epoch  33 Batch  551/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0336
Epoch  33 Batch  552/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9336, Loss: 0.0275
Epoch  33 Batch  553/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0381
Epoch  33 Batch  554/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9379, Loss: 0.0233
Epoch  33 Batch  555/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9379, Loss: 0.0245
Epoch  33 Batch  556/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0219
Epoch  33 Batch  557/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0225
Epoch  33 Batch  558/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9329, Loss: 0.0228
Epoch  33 Batch  559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9329, Loss: 0.0272
Epoch  33 Batch  560/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9329, Loss: 0.0275
Epoch  33 Batch  561/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9329, Loss: 0.0250
Epoch  33 Batch  562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9403, Loss: 0.0227
Epoch  33 Batch  563/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9403, Loss: 0.0315
Epoch  33 Batch  564/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9354, Loss: 0.0313
Epoch  33 Batch  565/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9347, Loss: 0.0346
Epoch  33 Batch  566/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9350, Loss: 0.0289
Epoch  33 Batch  567/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9350, Loss: 0.0287
Epoch  33 Batch  568/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9379, Loss: 0.0217
Epoch  33 Batch  569/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9379, Loss: 0.0336
Epoch  33 Batch  570/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9386, Loss: 0.0333
Epoch  33 Batch  571/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9414, Loss: 0.0217
Epoch  33 Batch  572/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0268
Epoch  33 Batch  573/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9382, Loss: 0.0415
Epoch  33 Batch  574/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9386, Loss: 0.0307
Epoch  33 Batch  575/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9435, Loss: 0.0219
Epoch  33 Batch  576/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9435, Loss: 0.0203
Epoch  33 Batch  577/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9432, Loss: 0.0233
Epoch  33 Batch  578/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9428, Loss: 0.0214
Epoch  33 Batch  579/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0272
Epoch  33 Batch  580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9592, Loss: 0.0197
Epoch  33 Batch  581/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0190
Epoch  33 Batch  582/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0214
Epoch  33 Batch  583/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9592, Loss: 0.0326
Epoch  33 Batch  584/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9592, Loss: 0.0267
Epoch  33 Batch  585/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9595, Loss: 0.0181
Epoch  33 Batch  586/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9545, Loss: 0.0196
Epoch  33 Batch  587/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9592, Loss: 0.0239
Epoch  33 Batch  588/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9613, Loss: 0.0220
Epoch  33 Batch  589/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9613, Loss: 0.0212
Epoch  33 Batch  590/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9570, Loss: 0.0258
Epoch  33 Batch  591/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  33 Batch  592/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  33 Batch  593/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9577, Loss: 0.0414
Epoch  33 Batch  594/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9577, Loss: 0.0275
Epoch  33 Batch  595/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0263
Epoch  33 Batch  596/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9581, Loss: 0.0237
Epoch  33 Batch  597/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0215
Epoch  33 Batch  598/1077 - Train Accuracy: 0.9304, Validation Accuracy: 0.9616, Loss: 0.0278
Epoch  33 Batch  599/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9616, Loss: 0.0449
Epoch  33 Batch  600/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0309
Epoch  33 Batch  601/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9574, Loss: 0.0339
Epoch  33 Batch  602/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9616, Loss: 0.0284
Epoch  33 Batch  603/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9620, Loss: 0.0269
Epoch  33 Batch  604/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9613, Loss: 0.0397
Epoch  33 Batch  605/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9613, Loss: 0.0339
Epoch  33 Batch  606/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0220
Epoch  33 Batch  607/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0342
Epoch  33 Batch  608/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0337
Epoch  33 Batch  609/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0332
Epoch  33 Batch  610/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0285
Epoch  33 Batch  611/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0257
Epoch  33 Batch  612/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9244, Loss: 0.0213
Epoch  33 Batch  613/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9244, Loss: 0.0276
Epoch  33 Batch  614/1077 - Train Accuracy: 0.9397, Validation Accuracy: 0.9308, Loss: 0.0284
Epoch  33 Batch  615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0231
Epoch  33 Batch  616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9414, Loss: 0.0277
Epoch  33 Batch  617/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  33 Batch  618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0292
Epoch  33 Batch  619/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9489, Loss: 0.0200
Epoch  33 Batch  620/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  33 Batch  621/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0307
Epoch  33 Batch  622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0325
Epoch  33 Batch  623/1077 - Train Accuracy: 0.9086, Validation Accuracy: 0.9489, Loss: 0.0393
Epoch  33 Batch  624/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9485, Loss: 0.0293
Epoch  33 Batch  625/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0253
Epoch  33 Batch  626/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9439, Loss: 0.0212
Epoch  33 Batch  627/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9382, Loss: 0.0253
Epoch  33 Batch  628/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0269
Epoch  33 Batch  629/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9435, Loss: 0.0282
Epoch  33 Batch  630/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9435, Loss: 0.0252
Epoch  33 Batch  631/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0324
Epoch  33 Batch  632/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0232
Epoch  33 Batch  633/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9421, Loss: 0.0230
Epoch  33 Batch  634/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9570, Loss: 0.0179
Epoch  33 Batch  635/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9570, Loss: 0.0336
Epoch  33 Batch  636/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0253
Epoch  33 Batch  637/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9588, Loss: 0.0301
Epoch  33 Batch  638/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0225
Epoch  33 Batch  639/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0287
Epoch  33 Batch  640/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0194
Epoch  33 Batch  641/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9482, Loss: 0.0256
Epoch  33 Batch  642/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9457, Loss: 0.0233
Epoch  33 Batch  643/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0209
Epoch  33 Batch  644/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9482, Loss: 0.0261
Epoch  33 Batch  645/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9482, Loss: 0.0292
Epoch  33 Batch  646/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9503, Loss: 0.0249
Epoch  33 Batch  647/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0315
Epoch  33 Batch  648/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9482, Loss: 0.0233
Epoch  33 Batch  649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9482, Loss: 0.0239
Epoch  33 Batch  650/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0259
Epoch  33 Batch  651/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9428, Loss: 0.0213
Epoch  33 Batch  652/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0248
Epoch  33 Batch  653/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9482, Loss: 0.0368
Epoch  33 Batch  654/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0311
Epoch  33 Batch  655/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9535, Loss: 0.0381
Epoch  33 Batch  656/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9453, Loss: 0.0280
Epoch  33 Batch  657/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9503, Loss: 0.0285
Epoch  33 Batch  658/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9407, Loss: 0.0164
Epoch  33 Batch  659/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9407, Loss: 0.0266
Epoch  33 Batch  660/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9407, Loss: 0.0206
Epoch  33 Batch  661/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9411, Loss: 0.0248
Epoch  33 Batch  662/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9450, Loss: 0.0241
Epoch  33 Batch  663/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9450, Loss: 0.0228
Epoch  33 Batch  664/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0284
Epoch  33 Batch  665/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9450, Loss: 0.0200
Epoch  33 Batch  666/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9403, Loss: 0.0287
Epoch  33 Batch  667/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9403, Loss: 0.0314
Epoch  33 Batch  668/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9407, Loss: 0.0222
Epoch  33 Batch  669/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9457, Loss: 0.0201
Epoch  33 Batch  670/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9339, Loss: 0.0241
Epoch  33 Batch  671/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9343, Loss: 0.0290
Epoch  33 Batch  672/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0221
Epoch  33 Batch  673/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9222, Loss: 0.0282
Epoch  33 Batch  674/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9311, Loss: 0.0229
Epoch  33 Batch  675/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9407, Loss: 0.0296
Epoch  33 Batch  676/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9364, Loss: 0.0222
Epoch  33 Batch  677/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9364, Loss: 0.0338
Epoch  33 Batch  678/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9347, Loss: 0.0222
Epoch  33 Batch  679/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9297, Loss: 0.0246
Epoch  33 Batch  680/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9297, Loss: 0.0295
Epoch  33 Batch  681/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9297, Loss: 0.0222
Epoch  33 Batch  682/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9474, Loss: 0.0241
Epoch  33 Batch  683/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9421, Loss: 0.0208
Epoch  33 Batch  684/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9467, Loss: 0.0232
Epoch  33 Batch  685/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9467, Loss: 0.0307
Epoch  33 Batch  686/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9471, Loss: 0.0199
Epoch  33 Batch  687/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0272
Epoch  33 Batch  688/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9471, Loss: 0.0217
Epoch  33 Batch  689/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9474, Loss: 0.0155
Epoch  33 Batch  690/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0270
Epoch  33 Batch  691/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9531, Loss: 0.0261
Epoch  33 Batch  692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0250
Epoch  33 Batch  693/1077 - Train Accuracy: 0.9317, Validation Accuracy: 0.9574, Loss: 0.0392
Epoch  33 Batch  694/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0243
Epoch  33 Batch  695/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0269
Epoch  33 Batch  696/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  33 Batch  697/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9521, Loss: 0.0242
Epoch  33 Batch  698/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0253
Epoch  33 Batch  699/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9567, Loss: 0.0254
Epoch  33 Batch  700/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0224
Epoch  33 Batch  701/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0263
Epoch  33 Batch  702/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9563, Loss: 0.0410
Epoch  33 Batch  703/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9602, Loss: 0.0233
Epoch  33 Batch  704/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9641, Loss: 0.0372
Epoch  33 Batch  705/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9563, Loss: 0.0279
Epoch  33 Batch  706/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9517, Loss: 0.0435
Epoch  33 Batch  707/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9567, Loss: 0.0325
Epoch  33 Batch  708/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9517, Loss: 0.0258
Epoch  33 Batch  709/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9467, Loss: 0.0345
Epoch  33 Batch  710/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0229
Epoch  33 Batch  711/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0317
Epoch  33 Batch  712/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9354, Loss: 0.0205
Epoch  33 Batch  713/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9354, Loss: 0.0252
Epoch  33 Batch  714/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9364, Loss: 0.0284
Epoch  33 Batch  715/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9347, Loss: 0.0305
Epoch  33 Batch  716/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9339, Loss: 0.0255
Epoch  33 Batch  717/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9347, Loss: 0.0248
Epoch  33 Batch  718/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9393, Loss: 0.0269
Epoch  33 Batch  719/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9400, Loss: 0.0293
Epoch  33 Batch  720/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9325, Loss: 0.0295
Epoch  33 Batch  721/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9379, Loss: 0.0338
Epoch  33 Batch  722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9382, Loss: 0.0259
Epoch  33 Batch  723/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9450, Loss: 0.0295
Epoch  33 Batch  724/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9407, Loss: 0.0312
Epoch  33 Batch  725/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9478, Loss: 0.0236
Epoch  33 Batch  726/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9432, Loss: 0.0219
Epoch  33 Batch  727/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0227
Epoch  33 Batch  728/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9453, Loss: 0.0380
Epoch  33 Batch  729/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9421, Loss: 0.0349
Epoch  33 Batch  730/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9474, Loss: 0.0403
Epoch  33 Batch  731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9425, Loss: 0.0261
Epoch  33 Batch  732/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9396, Loss: 0.0290
Epoch  33 Batch  733/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9393, Loss: 0.0314
Epoch  33 Batch  734/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9347, Loss: 0.0241
Epoch  33 Batch  735/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9400, Loss: 0.0202
Epoch  33 Batch  736/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9400, Loss: 0.0250
Epoch  33 Batch  737/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9407, Loss: 0.0278
Epoch  33 Batch  738/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9428, Loss: 0.0192
Epoch  33 Batch  739/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9432, Loss: 0.0249
Epoch  33 Batch  740/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9411, Loss: 0.0192
Epoch  33 Batch  741/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9357, Loss: 0.0296
Epoch  33 Batch  742/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9361, Loss: 0.0245
Epoch  33 Batch  743/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9411, Loss: 0.0273
Epoch  33 Batch  744/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9354, Loss: 0.0278
Epoch  33 Batch  745/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9332, Loss: 0.0307
Epoch  33 Batch  746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0272
Epoch  33 Batch  747/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9382, Loss: 0.0196
Epoch  33 Batch  748/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0230
Epoch  33 Batch  749/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9474, Loss: 0.0220
Epoch  33 Batch  750/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0218
Epoch  33 Batch  751/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0253
Epoch  33 Batch  752/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9375, Loss: 0.0247
Epoch  33 Batch  753/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0215
Epoch  33 Batch  754/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  33 Batch  755/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9474, Loss: 0.0345
Epoch  33 Batch  756/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9425, Loss: 0.0218
Epoch  33 Batch  757/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9453, Loss: 0.0244
Epoch  33 Batch  758/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9460, Loss: 0.0228
Epoch  33 Batch  759/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9474, Loss: 0.0241
Epoch  33 Batch  760/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0258
Epoch  33 Batch  761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9478, Loss: 0.0244
Epoch  33 Batch  762/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9478, Loss: 0.0206
Epoch  33 Batch  763/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9478, Loss: 0.0283
Epoch  33 Batch  764/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0284
Epoch  33 Batch  765/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9464, Loss: 0.0359
Epoch  33 Batch  766/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9503, Loss: 0.0331
Epoch  33 Batch  767/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0262
Epoch  33 Batch  768/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9418, Loss: 0.0239
Epoch  33 Batch  769/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0255
Epoch  33 Batch  770/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0225
Epoch  33 Batch  771/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0238
Epoch  33 Batch  772/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9485, Loss: 0.0260
Epoch  33 Batch  773/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9531, Loss: 0.0264
Epoch  33 Batch  774/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9442, Loss: 0.0260
Epoch  33 Batch  775/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9592, Loss: 0.0253
Epoch  33 Batch  776/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9542, Loss: 0.0239
Epoch  33 Batch  777/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0244
Epoch  33 Batch  778/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9553, Loss: 0.0307
Epoch  33 Batch  779/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0217
Epoch  33 Batch  780/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9549, Loss: 0.0347
Epoch  33 Batch  781/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  33 Batch  782/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9549, Loss: 0.0294
Epoch  33 Batch  783/1077 - Train Accuracy: 0.9278, Validation Accuracy: 0.9503, Loss: 0.0312
Epoch  33 Batch  784/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9549, Loss: 0.0197
Epoch  33 Batch  785/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  33 Batch  786/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9496, Loss: 0.0206
Epoch  33 Batch  787/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0269
Epoch  33 Batch  788/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0262
Epoch  33 Batch  789/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9428, Loss: 0.0267
Epoch  33 Batch  790/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9428, Loss: 0.0308
Epoch  33 Batch  791/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0303
Epoch  33 Batch  792/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9414, Loss: 0.0275
Epoch  33 Batch  793/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9364, Loss: 0.0230
Epoch  33 Batch  794/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0180
Epoch  33 Batch  795/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0302
Epoch  33 Batch  796/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9474, Loss: 0.0255
Epoch  33 Batch  797/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9379, Loss: 0.0284
Epoch  33 Batch  798/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9371, Loss: 0.0232
Epoch  33 Batch  799/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9396, Loss: 0.0428
Epoch  33 Batch  800/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0241
Epoch  33 Batch  801/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0267
Epoch  33 Batch  802/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9386, Loss: 0.0295
Epoch  33 Batch  803/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9474, Loss: 0.0224
Epoch  33 Batch  804/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0186
Epoch  33 Batch  805/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9492, Loss: 0.0293
Epoch  33 Batch  806/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0230
Epoch  33 Batch  807/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9442, Loss: 0.0242
Epoch  33 Batch  808/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9371, Loss: 0.0394
Epoch  33 Batch  809/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9435, Loss: 0.0420
Epoch  33 Batch  810/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9485, Loss: 0.0226
Epoch  33 Batch  811/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0255
Epoch  33 Batch  812/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9620, Loss: 0.0273
Epoch  33 Batch  813/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0271
Epoch  33 Batch  814/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9542, Loss: 0.0295
Epoch  33 Batch  815/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9599, Loss: 0.0327
Epoch  33 Batch  816/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0234
Epoch  33 Batch  817/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0252
Epoch  33 Batch  818/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9513, Loss: 0.0292
Epoch  33 Batch  819/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9528, Loss: 0.0276
Epoch  33 Batch  820/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0243
Epoch  33 Batch  821/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0277
Epoch  33 Batch  822/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0232
Epoch  33 Batch  823/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0252
Epoch  33 Batch  824/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0317
Epoch  33 Batch  825/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0248
Epoch  33 Batch  826/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9435, Loss: 0.0222
Epoch  33 Batch  827/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9471, Loss: 0.0242
Epoch  33 Batch  828/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9485, Loss: 0.0207
Epoch  33 Batch  829/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9485, Loss: 0.0301
Epoch  33 Batch  830/1077 - Train Accuracy: 0.9125, Validation Accuracy: 0.9585, Loss: 0.0312
Epoch  33 Batch  831/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9510, Loss: 0.0297
Epoch  33 Batch  832/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0224
Epoch  33 Batch  833/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9506, Loss: 0.0334
Epoch  33 Batch  834/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9545, Loss: 0.0313
Epoch  33 Batch  835/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0253
Epoch  33 Batch  836/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9521, Loss: 0.0237
Epoch  33 Batch  837/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9521, Loss: 0.0293
Epoch  33 Batch  838/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0263
Epoch  33 Batch  839/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0176
Epoch  33 Batch  840/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9485, Loss: 0.0261
Epoch  33 Batch  841/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0376
Epoch  33 Batch  842/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0207
Epoch  33 Batch  843/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9556, Loss: 0.0227
Epoch  33 Batch  844/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0204
Epoch  33 Batch  845/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9602, Loss: 0.0246
Epoch  33 Batch  846/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9624, Loss: 0.0357
Epoch  33 Batch  847/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0256
Epoch  33 Batch  848/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9627, Loss: 0.0216
Epoch  33 Batch  849/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0171
Epoch  33 Batch  850/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9574, Loss: 0.0388
Epoch  33 Batch  851/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9577, Loss: 0.0349
Epoch  33 Batch  852/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9574, Loss: 0.0384
Epoch  33 Batch  853/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9624, Loss: 0.0275
Epoch  33 Batch  854/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9624, Loss: 0.0280
Epoch  33 Batch  855/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9577, Loss: 0.0306
Epoch  33 Batch  856/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9592, Loss: 0.0263
Epoch  33 Batch  857/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0250
Epoch  33 Batch  858/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0226
Epoch  33 Batch  859/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9602, Loss: 0.0243
Epoch  33 Batch  860/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9620, Loss: 0.0308
Epoch  33 Batch  861/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9521, Loss: 0.0219
Epoch  33 Batch  862/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9574, Loss: 0.0304
Epoch  33 Batch  863/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0227
Epoch  33 Batch  864/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9506, Loss: 0.0278
Epoch  33 Batch  865/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9606, Loss: 0.0243
Epoch  33 Batch  866/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0295
Epoch  33 Batch  867/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9538, Loss: 0.0676
Epoch  33 Batch  868/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9556, Loss: 0.0290
Epoch  33 Batch  869/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0235
Epoch  33 Batch  870/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9574, Loss: 0.0250
Epoch  33 Batch  871/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0207
Epoch  33 Batch  872/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0243
Epoch  33 Batch  873/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0248
Epoch  33 Batch  874/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9478, Loss: 0.0275
Epoch  33 Batch  875/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9368, Loss: 0.0253
Epoch  33 Batch  876/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0229
Epoch  33 Batch  877/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9418, Loss: 0.0262
Epoch  33 Batch  878/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9418, Loss: 0.0222
Epoch  33 Batch  879/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9467, Loss: 0.0177
Epoch  33 Batch  880/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0304
Epoch  33 Batch  881/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  33 Batch  882/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9400, Loss: 0.0250
Epoch  33 Batch  883/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9425, Loss: 0.0376
Epoch  33 Batch  884/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9418, Loss: 0.0291
Epoch  33 Batch  885/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0177
Epoch  33 Batch  886/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0269
Epoch  33 Batch  887/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0304
Epoch  33 Batch  888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9524, Loss: 0.0279
Epoch  33 Batch  889/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9553, Loss: 0.0275
Epoch  33 Batch  890/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9506, Loss: 0.0274
Epoch  33 Batch  891/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9457, Loss: 0.0212
Epoch  33 Batch  892/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9457, Loss: 0.0239
Epoch  33 Batch  893/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0238
Epoch  33 Batch  894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9457, Loss: 0.0210
Epoch  33 Batch  895/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9503, Loss: 0.0219
Epoch  33 Batch  896/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9453, Loss: 0.0260
Epoch  33 Batch  897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0215
Epoch  33 Batch  898/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9474, Loss: 0.0253
Epoch  33 Batch  899/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0257
Epoch  33 Batch  900/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9521, Loss: 0.0304
Epoch  33 Batch  901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0393
Epoch  33 Batch  902/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9521, Loss: 0.0313
Epoch  33 Batch  903/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9521, Loss: 0.0249
Epoch  33 Batch  904/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0234
Epoch  33 Batch  905/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0203
Epoch  33 Batch  906/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0209
Epoch  33 Batch  907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0281
Epoch  33 Batch  908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0273
Epoch  33 Batch  909/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9556, Loss: 0.0332
Epoch  33 Batch  910/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9553, Loss: 0.0279
Epoch  33 Batch  911/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0370
Epoch  33 Batch  912/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0317
Epoch  33 Batch  913/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9627, Loss: 0.0346
Epoch  33 Batch  914/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9627, Loss: 0.0580
Epoch  33 Batch  915/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9581, Loss: 0.0264
Epoch  33 Batch  916/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0268
Epoch  33 Batch  917/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0276
Epoch  33 Batch  918/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9524, Loss: 0.0222
Epoch  33 Batch  919/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9563, Loss: 0.0207
Epoch  33 Batch  920/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0228
Epoch  33 Batch  921/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9474, Loss: 0.0286
Epoch  33 Batch  922/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9524, Loss: 0.0235
Epoch  33 Batch  923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  33 Batch  924/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9521, Loss: 0.0333
Epoch  33 Batch  925/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9567, Loss: 0.0215
Epoch  33 Batch  926/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9577, Loss: 0.0270
Epoch  33 Batch  927/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9602, Loss: 0.0370
Epoch  33 Batch  928/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0262
Epoch  33 Batch  929/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0228
Epoch  33 Batch  930/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0194
Epoch  33 Batch  931/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9638, Loss: 0.0244
Epoch  33 Batch  932/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0221
Epoch  33 Batch  933/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0256
Epoch  33 Batch  934/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  33 Batch  935/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0261
Epoch  33 Batch  936/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9464, Loss: 0.0284
Epoch  33 Batch  937/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9542, Loss: 0.0394
Epoch  33 Batch  938/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9599, Loss: 0.0301
Epoch  33 Batch  939/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9599, Loss: 0.0285
Epoch  33 Batch  940/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0233
Epoch  33 Batch  941/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0228
Epoch  33 Batch  942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9613, Loss: 0.0346
Epoch  33 Batch  943/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0219
Epoch  33 Batch  944/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0236
Epoch  33 Batch  945/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0196
Epoch  33 Batch  946/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9556, Loss: 0.0187
Epoch  33 Batch  947/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9528, Loss: 0.0323
Epoch  33 Batch  948/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9595, Loss: 0.0277
Epoch  33 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0165
Epoch  33 Batch  950/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0230
Epoch  33 Batch  951/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9595, Loss: 0.0275
Epoch  33 Batch  952/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  33 Batch  953/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0210
Epoch  33 Batch  954/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0327
Epoch  33 Batch  955/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9489, Loss: 0.0308
Epoch  33 Batch  956/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0270
Epoch  33 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0208
Epoch  33 Batch  958/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0266
Epoch  33 Batch  959/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9577, Loss: 0.0290
Epoch  33 Batch  960/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9478, Loss: 0.0241
Epoch  33 Batch  961/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  33 Batch  962/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0297
Epoch  33 Batch  963/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9524, Loss: 0.0319
Epoch  33 Batch  964/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0213
Epoch  33 Batch  965/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9528, Loss: 0.0407
Epoch  33 Batch  966/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0244
Epoch  33 Batch  967/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0287
Epoch  33 Batch  968/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0318
Epoch  33 Batch  969/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9535, Loss: 0.0351
Epoch  33 Batch  970/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0254
Epoch  33 Batch  971/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9553, Loss: 0.0319
Epoch  33 Batch  972/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9496, Loss: 0.0313
Epoch  33 Batch  973/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0190
Epoch  33 Batch  974/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0205
Epoch  33 Batch  975/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9549, Loss: 0.0250
Epoch  33 Batch  976/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0187
Epoch  33 Batch  977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9453, Loss: 0.0157
Epoch  33 Batch  978/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0234
Epoch  33 Batch  979/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9467, Loss: 0.0230
Epoch  33 Batch  980/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0288
Epoch  33 Batch  981/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9513, Loss: 0.0307
Epoch  33 Batch  982/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0316
Epoch  33 Batch  983/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9585, Loss: 0.0235
Epoch  33 Batch  984/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9585, Loss: 0.0310
Epoch  33 Batch  985/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0216
Epoch  33 Batch  986/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0254
Epoch  33 Batch  987/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0194
Epoch  33 Batch  988/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0267
Epoch  33 Batch  989/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9531, Loss: 0.0272
Epoch  33 Batch  990/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9528, Loss: 0.0285
Epoch  33 Batch  991/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9528, Loss: 0.0211
Epoch  33 Batch  992/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9531, Loss: 0.0291
Epoch  33 Batch  993/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0187
Epoch  33 Batch  994/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0209
Epoch  33 Batch  995/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9414, Loss: 0.0231
Epoch  33 Batch  996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0252
Epoch  33 Batch  997/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9457, Loss: 0.0302
Epoch  33 Batch  998/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9364, Loss: 0.0235
Epoch  33 Batch  999/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9386, Loss: 0.0300
Epoch  33 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9432, Loss: 0.0256
Epoch  33 Batch 1001/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  33 Batch 1002/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0209
Epoch  33 Batch 1003/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9379, Loss: 0.0263
Epoch  33 Batch 1004/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9379, Loss: 0.0211
Epoch  33 Batch 1005/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9375, Loss: 0.0266
Epoch  33 Batch 1006/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9375, Loss: 0.0206
Epoch  33 Batch 1007/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9375, Loss: 0.0209
Epoch  33 Batch 1008/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9379, Loss: 0.0282
Epoch  33 Batch 1009/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9379, Loss: 0.0168
Epoch  33 Batch 1010/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9428, Loss: 0.0219
Epoch  33 Batch 1011/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0236
Epoch  33 Batch 1012/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9478, Loss: 0.0188
Epoch  33 Batch 1013/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9478, Loss: 0.0189
Epoch  33 Batch 1014/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9478, Loss: 0.0280
Epoch  33 Batch 1015/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0335
Epoch  33 Batch 1016/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9474, Loss: 0.0263
Epoch  33 Batch 1017/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9474, Loss: 0.0225
Epoch  33 Batch 1018/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9474, Loss: 0.0345
Epoch  33 Batch 1019/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9474, Loss: 0.0361
Epoch  33 Batch 1020/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  33 Batch 1021/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0238
Epoch  33 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0220
Epoch  33 Batch 1023/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9517, Loss: 0.0225
Epoch  33 Batch 1024/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9442, Loss: 0.0318
Epoch  33 Batch 1025/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9492, Loss: 0.0227
Epoch  33 Batch 1026/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0282
Epoch  33 Batch 1027/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9435, Loss: 0.0207
Epoch  33 Batch 1028/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9389, Loss: 0.0277
Epoch  33 Batch 1029/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9453, Loss: 0.0222
Epoch  33 Batch 1030/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  33 Batch 1031/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9506, Loss: 0.0300
Epoch  33 Batch 1032/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9460, Loss: 0.0282
Epoch  33 Batch 1033/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9411, Loss: 0.0275
Epoch  33 Batch 1034/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0230
Epoch  33 Batch 1035/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0170
Epoch  33 Batch 1036/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0331
Epoch  33 Batch 1037/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9482, Loss: 0.0264
Epoch  33 Batch 1038/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0301
Epoch  33 Batch 1039/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9453, Loss: 0.0245
Epoch  33 Batch 1040/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0232
Epoch  33 Batch 1041/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9542, Loss: 0.0313
Epoch  33 Batch 1042/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0251
Epoch  33 Batch 1043/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9489, Loss: 0.0352
Epoch  33 Batch 1044/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9453, Loss: 0.0272
Epoch  33 Batch 1045/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0277
Epoch  33 Batch 1046/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0184
Epoch  33 Batch 1047/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0224
Epoch  33 Batch 1048/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0315
Epoch  33 Batch 1049/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9553, Loss: 0.0317
Epoch  33 Batch 1050/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9503, Loss: 0.0199
Epoch  33 Batch 1051/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9453, Loss: 0.0304
Epoch  33 Batch 1052/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0210
Epoch  33 Batch 1053/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9450, Loss: 0.0264
Epoch  33 Batch 1054/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9453, Loss: 0.0243
Epoch  33 Batch 1055/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0328
Epoch  33 Batch 1056/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  33 Batch 1057/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9460, Loss: 0.0215
Epoch  33 Batch 1058/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9460, Loss: 0.0273
Epoch  33 Batch 1059/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9460, Loss: 0.0310
Epoch  33 Batch 1060/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0196
Epoch  33 Batch 1061/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9439, Loss: 0.0373
Epoch  33 Batch 1062/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9439, Loss: 0.0283
Epoch  33 Batch 1063/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0273
Epoch  33 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0239
Epoch  33 Batch 1065/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0266
Epoch  33 Batch 1066/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9425, Loss: 0.0210
Epoch  33 Batch 1067/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0249
Epoch  33 Batch 1068/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9474, Loss: 0.0170
Epoch  33 Batch 1069/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9467, Loss: 0.0204
Epoch  33 Batch 1070/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0248
Epoch  33 Batch 1071/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9478, Loss: 0.0279
Epoch  33 Batch 1072/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9428, Loss: 0.0269
Epoch  33 Batch 1073/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9464, Loss: 0.0278
Epoch  33 Batch 1074/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9464, Loss: 0.0358
Epoch  33 Batch 1075/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9460, Loss: 0.0318
Epoch  34 Batch    1/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9467, Loss: 0.0170
Epoch  34 Batch    2/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9513, Loss: 0.0282
Epoch  34 Batch    3/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0336
Epoch  34 Batch    4/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9510, Loss: 0.0236
Epoch  34 Batch    5/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0345
Epoch  34 Batch    6/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0212
Epoch  34 Batch    7/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0232
Epoch  34 Batch    8/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0243
Epoch  34 Batch    9/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0232
Epoch  34 Batch   10/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9567, Loss: 0.0263
Epoch  34 Batch   11/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9588, Loss: 0.0361
Epoch  34 Batch   12/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  34 Batch   13/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0386
Epoch  34 Batch   14/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9542, Loss: 0.0207
Epoch  34 Batch   15/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0235
Epoch  34 Batch   16/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0261
Epoch  34 Batch   17/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0235
Epoch  34 Batch   18/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0230
Epoch  34 Batch   19/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9538, Loss: 0.0260
Epoch  34 Batch   20/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9588, Loss: 0.0243
Epoch  34 Batch   21/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0321
Epoch  34 Batch   22/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9577, Loss: 0.0281
Epoch  34 Batch   23/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  34 Batch   24/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9535, Loss: 0.0305
Epoch  34 Batch   25/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9531, Loss: 0.0155
Epoch  34 Batch   26/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9531, Loss: 0.0303
Epoch  34 Batch   27/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0172
Epoch  34 Batch   28/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0275
Epoch  34 Batch   29/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0273
Epoch  34 Batch   30/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0222
Epoch  34 Batch   31/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9574, Loss: 0.0232
Epoch  34 Batch   32/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9574, Loss: 0.0215
Epoch  34 Batch   33/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0218
Epoch  34 Batch   34/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0273
Epoch  34 Batch   35/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0299
Epoch  34 Batch   36/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9535, Loss: 0.0211
Epoch  34 Batch   37/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0241
Epoch  34 Batch   38/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9453, Loss: 0.0358
Epoch  34 Batch   39/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0321
Epoch  34 Batch   40/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9389, Loss: 0.0224
Epoch  34 Batch   41/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9339, Loss: 0.0188
Epoch  34 Batch   42/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9421, Loss: 0.0342
Epoch  34 Batch   43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9421, Loss: 0.0153
Epoch  34 Batch   44/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9471, Loss: 0.0167
Epoch  34 Batch   45/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9421, Loss: 0.0253
Epoch  34 Batch   46/1077 - Train Accuracy: 0.9248, Validation Accuracy: 0.9421, Loss: 0.0362
Epoch  34 Batch   47/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9421, Loss: 0.0296
Epoch  34 Batch   48/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9506, Loss: 0.0358
Epoch  34 Batch   49/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9524, Loss: 0.0376
Epoch  34 Batch   50/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0234
Epoch  34 Batch   51/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0286
Epoch  34 Batch   52/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9506, Loss: 0.0326
Epoch  34 Batch   53/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0275
Epoch  34 Batch   54/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9382, Loss: 0.0419
Epoch  34 Batch   55/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9379, Loss: 0.0232
Epoch  34 Batch   56/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9382, Loss: 0.0203
Epoch  34 Batch   57/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9332, Loss: 0.0303
Epoch  34 Batch   58/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9375, Loss: 0.0234
Epoch  34 Batch   59/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9400, Loss: 0.0258
Epoch  34 Batch   60/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9322, Loss: 0.0202
Epoch  34 Batch   61/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9371, Loss: 0.0254
Epoch  34 Batch   62/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9496, Loss: 0.0313
Epoch  34 Batch   63/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9411, Loss: 0.0222
Epoch  34 Batch   64/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9506, Loss: 0.0229
Epoch  34 Batch   65/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9400, Loss: 0.0233
Epoch  34 Batch   66/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0146
Epoch  34 Batch   67/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0226
Epoch  34 Batch   68/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9439, Loss: 0.0337
Epoch  34 Batch   69/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9471, Loss: 0.0345
Epoch  34 Batch   70/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9371, Loss: 0.0306
Epoch  34 Batch   71/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0182
Epoch  34 Batch   72/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9432, Loss: 0.0264
Epoch  34 Batch   73/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0252
Epoch  34 Batch   74/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9496, Loss: 0.0223
Epoch  34 Batch   75/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0392
Epoch  34 Batch   76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0200
Epoch  34 Batch   77/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0250
Epoch  34 Batch   78/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9513, Loss: 0.0268
Epoch  34 Batch   79/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  34 Batch   80/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9524, Loss: 0.0240
Epoch  34 Batch   81/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9524, Loss: 0.0268
Epoch  34 Batch   82/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9521, Loss: 0.0242
Epoch  34 Batch   83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  34 Batch   84/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0236
Epoch  34 Batch   85/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9531, Loss: 0.0265
Epoch  34 Batch   86/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9531, Loss: 0.0226
Epoch  34 Batch   87/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9531, Loss: 0.0333
Epoch  34 Batch   88/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0291
Epoch  34 Batch   89/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0299
Epoch  34 Batch   90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9581, Loss: 0.0210
Epoch  34 Batch   91/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9489, Loss: 0.0228
Epoch  34 Batch   92/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9510, Loss: 0.0238
Epoch  34 Batch   93/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0225
Epoch  34 Batch   94/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9382, Loss: 0.0237
Epoch  34 Batch   95/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9457, Loss: 0.0299
Epoch  34 Batch   96/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0258
Epoch  34 Batch   97/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0333
Epoch  34 Batch   98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9482, Loss: 0.0354
Epoch  34 Batch   99/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0233
Epoch  34 Batch  100/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9489, Loss: 0.0235
Epoch  34 Batch  101/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9531, Loss: 0.0235
Epoch  34 Batch  102/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9503, Loss: 0.0187
Epoch  34 Batch  103/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9503, Loss: 0.0304
Epoch  34 Batch  104/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9496, Loss: 0.0294
Epoch  34 Batch  105/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0221
Epoch  34 Batch  106/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0279
Epoch  34 Batch  107/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9503, Loss: 0.0271
Epoch  34 Batch  108/1077 - Train Accuracy: 0.9485, Validation Accuracy: 0.9510, Loss: 0.0337
Epoch  34 Batch  109/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9510, Loss: 0.0255
Epoch  34 Batch  110/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9482, Loss: 0.0196
Epoch  34 Batch  111/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0207
Epoch  34 Batch  112/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9478, Loss: 0.0206
Epoch  34 Batch  113/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9478, Loss: 0.0295
Epoch  34 Batch  114/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9442, Loss: 0.0172
Epoch  34 Batch  115/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9442, Loss: 0.0283
Epoch  34 Batch  116/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9442, Loss: 0.0389
Epoch  34 Batch  117/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0252
Epoch  34 Batch  118/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9553, Loss: 0.0252
Epoch  34 Batch  119/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9602, Loss: 0.0207
Epoch  34 Batch  120/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9553, Loss: 0.0304
Epoch  34 Batch  121/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0272
Epoch  34 Batch  122/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0214
Epoch  34 Batch  123/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0190
Epoch  34 Batch  124/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0300
Epoch  34 Batch  125/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9524, Loss: 0.0360
Epoch  34 Batch  126/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  34 Batch  127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0271
Epoch  34 Batch  128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9521, Loss: 0.0264
Epoch  34 Batch  129/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9450, Loss: 0.0333
Epoch  34 Batch  130/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9453, Loss: 0.0252
Epoch  34 Batch  131/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0278
Epoch  34 Batch  132/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9453, Loss: 0.0206
Epoch  34 Batch  133/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9492, Loss: 0.0199
Epoch  34 Batch  134/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9510, Loss: 0.0254
Epoch  34 Batch  135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9513, Loss: 0.0278
Epoch  34 Batch  136/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9467, Loss: 0.0202
Epoch  34 Batch  137/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9517, Loss: 0.0239
Epoch  34 Batch  138/1077 - Train Accuracy: 0.9105, Validation Accuracy: 0.9524, Loss: 0.0263
Epoch  34 Batch  139/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0282
Epoch  34 Batch  140/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9464, Loss: 0.0199
Epoch  34 Batch  141/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0249
Epoch  34 Batch  142/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9542, Loss: 0.0268
Epoch  34 Batch  143/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9542, Loss: 0.0297
Epoch  34 Batch  144/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9553, Loss: 0.0387
Epoch  34 Batch  145/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0257
Epoch  34 Batch  146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9499, Loss: 0.0634
Epoch  34 Batch  147/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9482, Loss: 0.0224
Epoch  34 Batch  148/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9496, Loss: 0.0311
Epoch  34 Batch  149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0199
Epoch  34 Batch  150/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9485, Loss: 0.0261
Epoch  34 Batch  151/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9485, Loss: 0.0263
Epoch  34 Batch  152/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9485, Loss: 0.0294
Epoch  34 Batch  153/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0356
Epoch  34 Batch  154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9563, Loss: 0.0254
Epoch  34 Batch  155/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0228
Epoch  34 Batch  156/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9542, Loss: 0.0172
Epoch  34 Batch  157/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0244
Epoch  34 Batch  158/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9521, Loss: 0.0264
Epoch  34 Batch  159/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  34 Batch  160/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0220
Epoch  34 Batch  161/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9553, Loss: 0.0197
Epoch  34 Batch  162/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0259
Epoch  34 Batch  163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9606, Loss: 0.0369
Epoch  34 Batch  164/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9531, Loss: 0.0271
Epoch  34 Batch  165/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9531, Loss: 0.0365
Epoch  34 Batch  166/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  34 Batch  167/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0202
Epoch  34 Batch  168/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9457, Loss: 0.0359
Epoch  34 Batch  169/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9425, Loss: 0.0213
Epoch  34 Batch  170/1077 - Train Accuracy: 0.9180, Validation Accuracy: 0.9325, Loss: 0.0318
Epoch  34 Batch  171/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  34 Batch  172/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9421, Loss: 0.0226
Epoch  34 Batch  173/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9521, Loss: 0.0249
Epoch  34 Batch  174/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0177
Epoch  34 Batch  175/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9382, Loss: 0.0327
Epoch  34 Batch  176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0351
Epoch  34 Batch  177/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9485, Loss: 0.0273
Epoch  34 Batch  178/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9418, Loss: 0.0250
Epoch  34 Batch  179/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9407, Loss: 0.0281
Epoch  34 Batch  180/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9425, Loss: 0.0231
Epoch  34 Batch  181/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0312
Epoch  34 Batch  182/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9450, Loss: 0.0354
Epoch  34 Batch  183/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9450, Loss: 0.0272
Epoch  34 Batch  184/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0299
Epoch  34 Batch  185/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0268
Epoch  34 Batch  186/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  34 Batch  187/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9503, Loss: 0.0203
Epoch  34 Batch  188/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9453, Loss: 0.0292
Epoch  34 Batch  189/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0236
Epoch  34 Batch  190/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9435, Loss: 0.0205
Epoch  34 Batch  191/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9432, Loss: 0.0202
Epoch  34 Batch  192/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0287
Epoch  34 Batch  193/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0247
Epoch  34 Batch  194/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9414, Loss: 0.0172
Epoch  34 Batch  195/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9478, Loss: 0.0199
Epoch  34 Batch  196/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9478, Loss: 0.0188
Epoch  34 Batch  197/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9482, Loss: 0.0263
Epoch  34 Batch  198/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9499, Loss: 0.0295
Epoch  34 Batch  199/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0233
Epoch  34 Batch  200/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0255
Epoch  34 Batch  201/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0198
Epoch  34 Batch  202/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0220
Epoch  34 Batch  203/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0270
Epoch  34 Batch  204/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9489, Loss: 0.0407
Epoch  34 Batch  205/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9489, Loss: 0.0319
Epoch  34 Batch  206/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9489, Loss: 0.0179
Epoch  34 Batch  207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9496, Loss: 0.0233
Epoch  34 Batch  208/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9446, Loss: 0.0269
Epoch  34 Batch  209/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9492, Loss: 0.0217
Epoch  34 Batch  210/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9460, Loss: 0.0220
Epoch  34 Batch  211/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9485, Loss: 0.0224
Epoch  34 Batch  212/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9485, Loss: 0.0221
Epoch  34 Batch  213/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9492, Loss: 0.0229
Epoch  34 Batch  214/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9464, Loss: 0.0214
Epoch  34 Batch  215/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9464, Loss: 0.0286
Epoch  34 Batch  216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0221
Epoch  34 Batch  217/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0176
Epoch  34 Batch  218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0281
Epoch  34 Batch  219/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0154
Epoch  34 Batch  220/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9453, Loss: 0.0275
Epoch  34 Batch  221/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9453, Loss: 0.0248
Epoch  34 Batch  222/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0229
Epoch  34 Batch  223/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9489, Loss: 0.0251
Epoch  34 Batch  224/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0279
Epoch  34 Batch  225/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9538, Loss: 0.0339
Epoch  34 Batch  226/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0224
Epoch  34 Batch  227/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9482, Loss: 0.0277
Epoch  34 Batch  228/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0190
Epoch  34 Batch  229/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0235
Epoch  34 Batch  230/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0233
Epoch  34 Batch  231/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0321
Epoch  34 Batch  232/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9492, Loss: 0.0250
Epoch  34 Batch  233/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9414, Loss: 0.0300
Epoch  34 Batch  234/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9411, Loss: 0.0247
Epoch  34 Batch  235/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9453, Loss: 0.0267
Epoch  34 Batch  236/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0251
Epoch  34 Batch  237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9474, Loss: 0.0231
Epoch  34 Batch  238/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0225
Epoch  34 Batch  239/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9439, Loss: 0.0198
Epoch  34 Batch  240/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9393, Loss: 0.0230
Epoch  34 Batch  241/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9382, Loss: 0.0193
Epoch  34 Batch  242/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9382, Loss: 0.0228
Epoch  34 Batch  243/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9432, Loss: 0.0287
Epoch  34 Batch  244/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9467, Loss: 0.0225
Epoch  34 Batch  245/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9446, Loss: 0.0254
Epoch  34 Batch  246/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9382, Loss: 0.0260
Epoch  34 Batch  247/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9332, Loss: 0.0237
Epoch  34 Batch  248/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9343, Loss: 0.0236
Epoch  34 Batch  249/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0208
Epoch  34 Batch  250/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9446, Loss: 0.0262
Epoch  34 Batch  251/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9446, Loss: 0.0296
Epoch  34 Batch  252/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0297
Epoch  34 Batch  253/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9439, Loss: 0.0263
Epoch  34 Batch  254/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0312
Epoch  34 Batch  255/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  34 Batch  256/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0448
Epoch  34 Batch  257/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9549, Loss: 0.0241
Epoch  34 Batch  258/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9567, Loss: 0.0242
Epoch  34 Batch  259/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0194
Epoch  34 Batch  260/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9609, Loss: 0.0191
Epoch  34 Batch  261/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9556, Loss: 0.0219
Epoch  34 Batch  262/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0217
Epoch  34 Batch  263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9517, Loss: 0.0193
Epoch  34 Batch  264/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0214
Epoch  34 Batch  265/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  34 Batch  266/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9474, Loss: 0.0285
Epoch  34 Batch  267/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9471, Loss: 0.0183
Epoch  34 Batch  268/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9567, Loss: 0.0311
Epoch  34 Batch  269/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9567, Loss: 0.0312
Epoch  34 Batch  270/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9464, Loss: 0.0326
Epoch  34 Batch  271/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9460, Loss: 0.0246
Epoch  34 Batch  272/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0506
Epoch  34 Batch  273/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9446, Loss: 0.0223
Epoch  34 Batch  274/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9435, Loss: 0.0275
Epoch  34 Batch  275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9435, Loss: 0.0242
Epoch  34 Batch  276/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9297, Loss: 0.0355
Epoch  34 Batch  277/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9339, Loss: 0.0190
Epoch  34 Batch  278/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9350, Loss: 0.0302
Epoch  34 Batch  279/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9393, Loss: 0.0254
Epoch  34 Batch  280/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9503, Loss: 0.0294
Epoch  34 Batch  281/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0287
Epoch  34 Batch  282/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9496, Loss: 0.0299
Epoch  34 Batch  283/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0246
Epoch  34 Batch  284/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9453, Loss: 0.0273
Epoch  34 Batch  285/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9453, Loss: 0.0258
Epoch  34 Batch  286/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0209
Epoch  34 Batch  287/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9503, Loss: 0.0303
Epoch  34 Batch  288/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0291
Epoch  34 Batch  289/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0218
Epoch  34 Batch  290/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9478, Loss: 0.0400
Epoch  34 Batch  291/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9396, Loss: 0.0393
Epoch  34 Batch  292/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9400, Loss: 0.0225
Epoch  34 Batch  293/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9400, Loss: 0.0233
Epoch  34 Batch  294/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9386, Loss: 0.0255
Epoch  34 Batch  295/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0277
Epoch  34 Batch  296/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9361, Loss: 0.0247
Epoch  34 Batch  297/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9503, Loss: 0.0299
Epoch  34 Batch  298/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9453, Loss: 0.0342
Epoch  34 Batch  299/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0290
Epoch  34 Batch  300/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9474, Loss: 0.0208
Epoch  34 Batch  301/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0258
Epoch  34 Batch  302/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0229
Epoch  34 Batch  303/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0283
Epoch  34 Batch  304/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0291
Epoch  34 Batch  305/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0211
Epoch  34 Batch  306/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9474, Loss: 0.0375
Epoch  34 Batch  307/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0235
Epoch  34 Batch  308/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9453, Loss: 0.0306
Epoch  34 Batch  309/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9411, Loss: 0.0217
Epoch  34 Batch  310/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9442, Loss: 0.0241
Epoch  34 Batch  311/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9403, Loss: 0.0223
Epoch  34 Batch  312/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9354, Loss: 0.0332
Epoch  34 Batch  313/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0205
Epoch  34 Batch  314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9329, Loss: 0.0332
Epoch  34 Batch  315/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9393, Loss: 0.0215
Epoch  34 Batch  316/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0260
Epoch  34 Batch  317/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9396, Loss: 0.0271
Epoch  34 Batch  318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0205
Epoch  34 Batch  319/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9510, Loss: 0.0321
Epoch  34 Batch  320/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0381
Epoch  34 Batch  321/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9489, Loss: 0.0226
Epoch  34 Batch  322/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9414, Loss: 0.0255
Epoch  34 Batch  323/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9414, Loss: 0.0263
Epoch  34 Batch  324/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9418, Loss: 0.0218
Epoch  34 Batch  325/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9442, Loss: 0.0260
Epoch  34 Batch  326/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9411, Loss: 0.0247
Epoch  34 Batch  327/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9414, Loss: 0.0333
Epoch  34 Batch  328/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0314
Epoch  34 Batch  329/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0260
Epoch  34 Batch  330/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9474, Loss: 0.0303
Epoch  34 Batch  331/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9428, Loss: 0.0280
Epoch  34 Batch  332/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9300, Loss: 0.0197
Epoch  34 Batch  333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9300, Loss: 0.0208
Epoch  34 Batch  334/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9300, Loss: 0.0250
Epoch  34 Batch  335/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9329, Loss: 0.0268
Epoch  34 Batch  336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9350, Loss: 0.0640
Epoch  34 Batch  337/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9371, Loss: 0.0256
Epoch  34 Batch  338/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9425, Loss: 0.0343
Epoch  34 Batch  339/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9464, Loss: 0.0194
Epoch  34 Batch  340/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9482, Loss: 0.0239
Epoch  34 Batch  341/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9435, Loss: 0.0314
Epoch  34 Batch  342/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0226
Epoch  34 Batch  343/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9414, Loss: 0.0324
Epoch  34 Batch  344/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9354, Loss: 0.0317
Epoch  34 Batch  345/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9386, Loss: 0.0219
Epoch  34 Batch  346/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9425, Loss: 0.0290
Epoch  34 Batch  347/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9442, Loss: 0.0226
Epoch  34 Batch  348/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9400, Loss: 0.0284
Epoch  34 Batch  349/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9400, Loss: 0.0224
Epoch  34 Batch  350/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9354, Loss: 0.0236
Epoch  34 Batch  351/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9386, Loss: 0.0301
Epoch  34 Batch  352/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9389, Loss: 0.0225
Epoch  34 Batch  353/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0298
Epoch  34 Batch  354/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9347, Loss: 0.0276
Epoch  34 Batch  355/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9343, Loss: 0.0247
Epoch  34 Batch  356/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0272
Epoch  34 Batch  357/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9393, Loss: 0.0235
Epoch  34 Batch  358/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9350, Loss: 0.0294
Epoch  34 Batch  359/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9371, Loss: 0.0260
Epoch  34 Batch  360/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9393, Loss: 0.0240
Epoch  34 Batch  361/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9332, Loss: 0.0191
Epoch  34 Batch  362/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9329, Loss: 0.0331
Epoch  34 Batch  363/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9300, Loss: 0.0263
Epoch  34 Batch  364/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9375, Loss: 0.0385
Epoch  34 Batch  365/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9336, Loss: 0.0189
Epoch  34 Batch  366/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9315, Loss: 0.0201
Epoch  34 Batch  367/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9286, Loss: 0.0186
Epoch  34 Batch  368/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9354, Loss: 0.0275
Epoch  34 Batch  369/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9304, Loss: 0.0255
Epoch  34 Batch  370/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9332, Loss: 0.0281
Epoch  34 Batch  371/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9347, Loss: 0.0199
Epoch  34 Batch  372/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9375, Loss: 0.0206
Epoch  34 Batch  373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9403, Loss: 0.0194
Epoch  34 Batch  374/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9400, Loss: 0.0275
Epoch  34 Batch  375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9336, Loss: 0.0202
Epoch  34 Batch  376/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9283, Loss: 0.0317
Epoch  34 Batch  377/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9332, Loss: 0.0213
Epoch  34 Batch  378/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9339, Loss: 0.0182
Epoch  34 Batch  379/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9407, Loss: 0.0354
Epoch  34 Batch  380/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9407, Loss: 0.0221
Epoch  34 Batch  381/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9403, Loss: 0.0301
Epoch  34 Batch  382/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9403, Loss: 0.0358
Epoch  34 Batch  383/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9354, Loss: 0.0229
Epoch  34 Batch  384/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9354, Loss: 0.0171
Epoch  34 Batch  385/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9308, Loss: 0.0189
Epoch  34 Batch  386/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9311, Loss: 0.0226
Epoch  34 Batch  387/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9329, Loss: 0.0234
Epoch  34 Batch  388/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9336, Loss: 0.0345
Epoch  34 Batch  389/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9432, Loss: 0.0304
Epoch  34 Batch  390/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9428, Loss: 0.0379
Epoch  34 Batch  391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9432, Loss: 0.0279
Epoch  34 Batch  392/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9428, Loss: 0.0347
Epoch  34 Batch  393/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9478, Loss: 0.0239
Epoch  34 Batch  394/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9464, Loss: 0.0239
Epoch  34 Batch  395/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9414, Loss: 0.0220
Epoch  34 Batch  396/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0290
Epoch  34 Batch  397/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0265
Epoch  34 Batch  398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9368, Loss: 0.0238
Epoch  34 Batch  399/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9315, Loss: 0.0238
Epoch  34 Batch  400/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9368, Loss: 0.0285
Epoch  34 Batch  401/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9368, Loss: 0.0214
Epoch  34 Batch  402/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9382, Loss: 0.0237
Epoch  34 Batch  403/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9336, Loss: 0.0373
Epoch  34 Batch  404/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9325, Loss: 0.0290
Epoch  34 Batch  405/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9425, Loss: 0.0322
Epoch  34 Batch  406/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9428, Loss: 0.0216
Epoch  34 Batch  407/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9432, Loss: 0.0287
Epoch  34 Batch  408/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9389, Loss: 0.0300
Epoch  34 Batch  409/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9386, Loss: 0.0290
Epoch  34 Batch  410/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9379, Loss: 0.0405
Epoch  34 Batch  411/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9325, Loss: 0.0308
Epoch  34 Batch  412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9290, Loss: 0.0227
Epoch  34 Batch  413/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9354, Loss: 0.0220
Epoch  34 Batch  414/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0243
Epoch  34 Batch  415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9290, Loss: 0.0324
Epoch  34 Batch  416/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9297, Loss: 0.0200
Epoch  34 Batch  417/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9329, Loss: 0.0363
Epoch  34 Batch  418/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9379, Loss: 0.0188
Epoch  34 Batch  419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0207
Epoch  34 Batch  420/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9354, Loss: 0.0212
Epoch  34 Batch  421/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9332, Loss: 0.0363
Epoch  34 Batch  422/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9386, Loss: 0.0286
Epoch  34 Batch  423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9442, Loss: 0.0267
Epoch  34 Batch  424/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9393, Loss: 0.0238
Epoch  34 Batch  425/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9396, Loss: 0.0211
Epoch  34 Batch  426/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9442, Loss: 0.0302
Epoch  34 Batch  427/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9396, Loss: 0.0237
Epoch  34 Batch  428/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9389, Loss: 0.0255
Epoch  34 Batch  429/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9382, Loss: 0.0261
Epoch  34 Batch  430/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9350, Loss: 0.0183
Epoch  34 Batch  431/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9315, Loss: 0.0195
Epoch  34 Batch  432/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9318, Loss: 0.0231
Epoch  34 Batch  433/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9315, Loss: 0.0265
Epoch  34 Batch  434/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9386, Loss: 0.0249
Epoch  34 Batch  435/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9343, Loss: 0.0325
Epoch  34 Batch  436/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9293, Loss: 0.0285
Epoch  34 Batch  437/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9318, Loss: 0.0198
Epoch  34 Batch  438/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9297, Loss: 0.0229
Epoch  34 Batch  439/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0282
Epoch  34 Batch  440/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9304, Loss: 0.0280
Epoch  34 Batch  441/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9357, Loss: 0.0233
Epoch  34 Batch  442/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9350, Loss: 0.0314
Epoch  34 Batch  443/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9268, Loss: 0.0266
Epoch  34 Batch  444/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9272, Loss: 0.0271
Epoch  34 Batch  445/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9272, Loss: 0.0285
Epoch  34 Batch  446/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9251, Loss: 0.0212
Epoch  34 Batch  447/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9244, Loss: 0.0248
Epoch  34 Batch  448/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9258, Loss: 0.0249
Epoch  34 Batch  449/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9233, Loss: 0.0334
Epoch  34 Batch  450/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9361, Loss: 0.0309
Epoch  34 Batch  451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9371, Loss: 0.0242
Epoch  34 Batch  452/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9371, Loss: 0.0213
Epoch  34 Batch  453/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9393, Loss: 0.0237
Epoch  34 Batch  454/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9393, Loss: 0.0398
Epoch  34 Batch  455/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9393, Loss: 0.0275
Epoch  34 Batch  456/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9414, Loss: 0.0350
Epoch  34 Batch  457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9435, Loss: 0.0196
Epoch  34 Batch  458/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9393, Loss: 0.0300
Epoch  34 Batch  459/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9375, Loss: 0.0247
Epoch  34 Batch  460/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9421, Loss: 0.0277
Epoch  34 Batch  461/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9371, Loss: 0.0218
Epoch  34 Batch  462/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9339, Loss: 0.0258
Epoch  34 Batch  463/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9336, Loss: 0.0268
Epoch  34 Batch  464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9279, Loss: 0.0278
Epoch  34 Batch  465/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9276, Loss: 0.0355
Epoch  34 Batch  466/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9276, Loss: 0.0253
Epoch  34 Batch  467/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9279, Loss: 0.0313
Epoch  34 Batch  468/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9279, Loss: 0.0248
Epoch  34 Batch  469/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9329, Loss: 0.0195
Epoch  34 Batch  470/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9290, Loss: 0.0265
Epoch  34 Batch  471/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9318, Loss: 0.0177
Epoch  34 Batch  472/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9364, Loss: 0.0242
Epoch  34 Batch  473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9361, Loss: 0.0236
Epoch  34 Batch  474/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9311, Loss: 0.0233
Epoch  34 Batch  475/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9311, Loss: 0.0286
Epoch  34 Batch  476/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9332, Loss: 0.0194
Epoch  34 Batch  477/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9332, Loss: 0.0270
Epoch  34 Batch  478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9329, Loss: 0.0272
Epoch  34 Batch  479/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9329, Loss: 0.0276
Epoch  34 Batch  480/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9379, Loss: 0.0235
Epoch  34 Batch  481/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  34 Batch  482/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9457, Loss: 0.0243
Epoch  34 Batch  483/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9457, Loss: 0.0367
Epoch  34 Batch  484/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9297, Loss: 0.0280
Epoch  34 Batch  485/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9293, Loss: 0.0267
Epoch  34 Batch  486/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9343, Loss: 0.0208
Epoch  34 Batch  487/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9322, Loss: 0.0188
Epoch  34 Batch  488/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9322, Loss: 0.0192
Epoch  34 Batch  489/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9325, Loss: 0.0238
Epoch  34 Batch  490/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9315, Loss: 0.0296
Epoch  34 Batch  491/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9265, Loss: 0.0331
Epoch  34 Batch  492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9315, Loss: 0.0273
Epoch  34 Batch  493/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9286, Loss: 0.0210
Epoch  34 Batch  494/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9329, Loss: 0.0235
Epoch  34 Batch  495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9329, Loss: 0.0247
Epoch  34 Batch  496/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9379, Loss: 0.0248
Epoch  34 Batch  497/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9439, Loss: 0.0259
Epoch  34 Batch  498/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9393, Loss: 0.0292
Epoch  34 Batch  499/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0247
Epoch  34 Batch  500/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0209
Epoch  34 Batch  501/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0226
Epoch  34 Batch  502/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9464, Loss: 0.0312
Epoch  34 Batch  503/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0203
Epoch  34 Batch  504/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9460, Loss: 0.0215
Epoch  34 Batch  505/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0152
Epoch  34 Batch  506/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0326
Epoch  34 Batch  507/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9450, Loss: 0.0290
Epoch  34 Batch  508/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9474, Loss: 0.0223
Epoch  34 Batch  509/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9474, Loss: 0.0308
Epoch  34 Batch  510/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0239
Epoch  34 Batch  511/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0235
Epoch  34 Batch  512/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0184
Epoch  34 Batch  513/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9442, Loss: 0.0265
Epoch  34 Batch  514/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0234
Epoch  34 Batch  515/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0219
Epoch  34 Batch  516/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9489, Loss: 0.0242
Epoch  34 Batch  517/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9489, Loss: 0.0308
Epoch  34 Batch  518/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9446, Loss: 0.0218
Epoch  34 Batch  519/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9386, Loss: 0.0317
Epoch  34 Batch  520/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9400, Loss: 0.0201
Epoch  34 Batch  521/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9386, Loss: 0.0263
Epoch  34 Batch  522/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9343, Loss: 0.0306
Epoch  34 Batch  523/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9439, Loss: 0.0268
Epoch  34 Batch  524/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9467, Loss: 0.0273
Epoch  34 Batch  525/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9460, Loss: 0.0256
Epoch  34 Batch  526/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9457, Loss: 0.0239
Epoch  34 Batch  527/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9506, Loss: 0.0292
Epoch  34 Batch  528/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9602, Loss: 0.0289
Epoch  34 Batch  529/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0280
Epoch  34 Batch  530/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9599, Loss: 0.0302
Epoch  34 Batch  531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0260
Epoch  34 Batch  532/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9549, Loss: 0.0397
Epoch  34 Batch  533/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0204
Epoch  34 Batch  534/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9482, Loss: 0.0340
Epoch  34 Batch  535/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9510, Loss: 0.0264
Epoch  34 Batch  536/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9506, Loss: 0.0279
Epoch  34 Batch  537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9482, Loss: 0.0221
Epoch  34 Batch  538/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0221
Epoch  34 Batch  539/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9563, Loss: 0.0328
Epoch  34 Batch  540/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0187
Epoch  34 Batch  541/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0236
Epoch  34 Batch  542/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0255
Epoch  34 Batch  543/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9446, Loss: 0.0194
Epoch  34 Batch  544/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9450, Loss: 0.0137
Epoch  34 Batch  545/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9450, Loss: 0.0230
Epoch  34 Batch  546/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9542, Loss: 0.0280
Epoch  34 Batch  547/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0258
Epoch  34 Batch  548/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0323
Epoch  34 Batch  549/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9290, Loss: 0.0291
Epoch  34 Batch  550/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9304, Loss: 0.0248
Epoch  34 Batch  551/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9315, Loss: 0.0308
Epoch  34 Batch  552/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9386, Loss: 0.0312
Epoch  34 Batch  553/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9414, Loss: 0.0343
Epoch  34 Batch  554/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9425, Loss: 0.0226
Epoch  34 Batch  555/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  34 Batch  556/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0195
Epoch  34 Batch  557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0233
Epoch  34 Batch  558/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9418, Loss: 0.0196
Epoch  34 Batch  559/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9421, Loss: 0.0267
Epoch  34 Batch  560/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9421, Loss: 0.0281
Epoch  34 Batch  561/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9418, Loss: 0.0217
Epoch  34 Batch  562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9389, Loss: 0.0241
Epoch  34 Batch  563/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9382, Loss: 0.0276
Epoch  34 Batch  564/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9332, Loss: 0.0328
Epoch  34 Batch  565/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9379, Loss: 0.0380
Epoch  34 Batch  566/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9425, Loss: 0.0274
Epoch  34 Batch  567/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9428, Loss: 0.0287
Epoch  34 Batch  568/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9453, Loss: 0.0206
Epoch  34 Batch  569/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9453, Loss: 0.0287
Epoch  34 Batch  570/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9460, Loss: 0.0357
Epoch  34 Batch  571/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0229
Epoch  34 Batch  572/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0244
Epoch  34 Batch  573/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9510, Loss: 0.0422
Epoch  34 Batch  574/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9513, Loss: 0.0316
Epoch  34 Batch  575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0197
Epoch  34 Batch  576/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9556, Loss: 0.0238
Epoch  34 Batch  577/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9464, Loss: 0.0247
Epoch  34 Batch  578/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9467, Loss: 0.0224
Epoch  34 Batch  579/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0235
Epoch  34 Batch  580/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9439, Loss: 0.0190
Epoch  34 Batch  581/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9489, Loss: 0.0197
Epoch  34 Batch  582/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9506, Loss: 0.0227
Epoch  34 Batch  583/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9620, Loss: 0.0340
Epoch  34 Batch  584/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0325
Epoch  34 Batch  585/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0154
Epoch  34 Batch  586/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0194
Epoch  34 Batch  587/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9577, Loss: 0.0270
Epoch  34 Batch  588/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9577, Loss: 0.0233
Epoch  34 Batch  589/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9538, Loss: 0.0249
Epoch  34 Batch  590/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9535, Loss: 0.0320
Epoch  34 Batch  591/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9535, Loss: 0.0271
Epoch  34 Batch  592/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9531, Loss: 0.0271
Epoch  34 Batch  593/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9513, Loss: 0.0430
Epoch  34 Batch  594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0344
Epoch  34 Batch  595/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0273
Epoch  34 Batch  596/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0284
Epoch  34 Batch  597/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0256
Epoch  34 Batch  598/1077 - Train Accuracy: 0.9401, Validation Accuracy: 0.9478, Loss: 0.0290
Epoch  34 Batch  599/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9492, Loss: 0.0522
Epoch  34 Batch  600/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  34 Batch  601/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9442, Loss: 0.0296
Epoch  34 Batch  602/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0368
Epoch  34 Batch  603/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0312
Epoch  34 Batch  604/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9545, Loss: 0.0433
Epoch  34 Batch  605/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9535, Loss: 0.0357
Epoch  34 Batch  606/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  34 Batch  607/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9535, Loss: 0.0352
Epoch  34 Batch  608/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0350
Epoch  34 Batch  609/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9517, Loss: 0.0332
Epoch  34 Batch  610/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0352
Epoch  34 Batch  611/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9467, Loss: 0.0324
Epoch  34 Batch  612/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0222
Epoch  34 Batch  613/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0302
Epoch  34 Batch  614/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9428, Loss: 0.0288
Epoch  34 Batch  615/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9428, Loss: 0.0197
Epoch  34 Batch  616/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9499, Loss: 0.0283
Epoch  34 Batch  617/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9471, Loss: 0.0224
Epoch  34 Batch  618/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9407, Loss: 0.0270
Epoch  34 Batch  619/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9489, Loss: 0.0245
Epoch  34 Batch  620/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0258
Epoch  34 Batch  621/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0308
Epoch  34 Batch  622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0341
Epoch  34 Batch  623/1077 - Train Accuracy: 0.9176, Validation Accuracy: 0.9570, Loss: 0.0350
Epoch  34 Batch  624/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0311
Epoch  34 Batch  625/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0229
Epoch  34 Batch  626/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0235
Epoch  34 Batch  627/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9411, Loss: 0.0244
Epoch  34 Batch  628/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9432, Loss: 0.0293
Epoch  34 Batch  629/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9435, Loss: 0.0282
Epoch  34 Batch  630/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9435, Loss: 0.0262
Epoch  34 Batch  631/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9389, Loss: 0.0329
Epoch  34 Batch  632/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0243
Epoch  34 Batch  633/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0253
Epoch  34 Batch  634/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9510, Loss: 0.0180
Epoch  34 Batch  635/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9538, Loss: 0.0309
Epoch  34 Batch  636/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9560, Loss: 0.0288
Epoch  34 Batch  637/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9556, Loss: 0.0260
Epoch  34 Batch  638/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9577, Loss: 0.0229
Epoch  34 Batch  639/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0297
Epoch  34 Batch  640/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  34 Batch  641/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9549, Loss: 0.0246
Epoch  34 Batch  642/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9549, Loss: 0.0225
Epoch  34 Batch  643/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9499, Loss: 0.0208
Epoch  34 Batch  644/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9442, Loss: 0.0237
Epoch  34 Batch  645/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9442, Loss: 0.0279
Epoch  34 Batch  646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9442, Loss: 0.0228
Epoch  34 Batch  647/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0258
Epoch  34 Batch  648/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0200
Epoch  34 Batch  649/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9407, Loss: 0.0268
Epoch  34 Batch  650/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9450, Loss: 0.0241
Epoch  34 Batch  651/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9485, Loss: 0.0225
Epoch  34 Batch  652/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0253
Epoch  34 Batch  653/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0307
Epoch  34 Batch  654/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0281
Epoch  34 Batch  655/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9464, Loss: 0.0321
Epoch  34 Batch  656/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0309
Epoch  34 Batch  657/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9517, Loss: 0.0291
Epoch  34 Batch  658/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0183
Epoch  34 Batch  659/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9425, Loss: 0.0245
Epoch  34 Batch  660/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9457, Loss: 0.0224
Epoch  34 Batch  661/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9407, Loss: 0.0254
Epoch  34 Batch  662/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9460, Loss: 0.0253
Epoch  34 Batch  663/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0189
Epoch  34 Batch  664/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0280
Epoch  34 Batch  665/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9425, Loss: 0.0210
Epoch  34 Batch  666/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9226, Loss: 0.0294
Epoch  34 Batch  667/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9336, Loss: 0.0287
Epoch  34 Batch  668/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9386, Loss: 0.0231
Epoch  34 Batch  669/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9389, Loss: 0.0201
Epoch  34 Batch  670/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9439, Loss: 0.0209
Epoch  34 Batch  671/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0248
Epoch  34 Batch  672/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9467, Loss: 0.0216
Epoch  34 Batch  673/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9421, Loss: 0.0270
Epoch  34 Batch  674/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0240
Epoch  34 Batch  675/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0290
Epoch  34 Batch  676/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9457, Loss: 0.0232
Epoch  34 Batch  677/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9414, Loss: 0.0306
Epoch  34 Batch  678/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9368, Loss: 0.0177
Epoch  34 Batch  679/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9414, Loss: 0.0202
Epoch  34 Batch  680/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9364, Loss: 0.0321
Epoch  34 Batch  681/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9364, Loss: 0.0215
Epoch  34 Batch  682/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0245
Epoch  34 Batch  683/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9364, Loss: 0.0215
Epoch  34 Batch  684/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9364, Loss: 0.0235
Epoch  34 Batch  685/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9364, Loss: 0.0345
Epoch  34 Batch  686/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9364, Loss: 0.0217
Epoch  34 Batch  687/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9364, Loss: 0.0228
Epoch  34 Batch  688/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0220
Epoch  34 Batch  689/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9506, Loss: 0.0137
Epoch  34 Batch  690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0243
Epoch  34 Batch  691/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9467, Loss: 0.0234
Epoch  34 Batch  692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0238
Epoch  34 Batch  693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9513, Loss: 0.0389
Epoch  34 Batch  694/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9535, Loss: 0.0310
Epoch  34 Batch  695/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0249
Epoch  34 Batch  696/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9460, Loss: 0.0229
Epoch  34 Batch  697/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9453, Loss: 0.0231
Epoch  34 Batch  698/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9549, Loss: 0.0285
Epoch  34 Batch  699/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9574, Loss: 0.0219
Epoch  34 Batch  700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0220
Epoch  34 Batch  701/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0244
Epoch  34 Batch  702/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9570, Loss: 0.0334
Epoch  34 Batch  703/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0258
Epoch  34 Batch  704/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9521, Loss: 0.0357
Epoch  34 Batch  705/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9570, Loss: 0.0318
Epoch  34 Batch  706/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9570, Loss: 0.0497
Epoch  34 Batch  707/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9545, Loss: 0.0323
Epoch  34 Batch  708/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9482, Loss: 0.0247
Epoch  34 Batch  709/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9482, Loss: 0.0297
Epoch  34 Batch  710/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9439, Loss: 0.0185
Epoch  34 Batch  711/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9435, Loss: 0.0284
Epoch  34 Batch  712/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9411, Loss: 0.0211
Epoch  34 Batch  713/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9403, Loss: 0.0217
Epoch  34 Batch  714/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9400, Loss: 0.0241
Epoch  34 Batch  715/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9382, Loss: 0.0269
Epoch  34 Batch  716/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0210
Epoch  34 Batch  717/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9297, Loss: 0.0175
Epoch  34 Batch  718/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9290, Loss: 0.0253
Epoch  34 Batch  719/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9357, Loss: 0.0275
Epoch  34 Batch  720/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9407, Loss: 0.0287
Epoch  34 Batch  721/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0257
Epoch  34 Batch  722/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9453, Loss: 0.0229
Epoch  34 Batch  723/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0279
Epoch  34 Batch  724/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9403, Loss: 0.0278
Epoch  34 Batch  725/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0211
Epoch  34 Batch  726/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9393, Loss: 0.0266
Epoch  34 Batch  727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9428, Loss: 0.0227
Epoch  34 Batch  728/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9421, Loss: 0.0314
Epoch  34 Batch  729/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9393, Loss: 0.0317
Epoch  34 Batch  730/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0331
Epoch  34 Batch  731/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9478, Loss: 0.0285
Epoch  34 Batch  732/1077 - Train Accuracy: 0.9231, Validation Accuracy: 0.9513, Loss: 0.0278
Epoch  34 Batch  733/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0272
Epoch  34 Batch  734/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9499, Loss: 0.0229
Epoch  34 Batch  735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0184
Epoch  34 Batch  736/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9517, Loss: 0.0238
Epoch  34 Batch  737/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0231
Epoch  34 Batch  738/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0178
Epoch  34 Batch  739/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0253
Epoch  34 Batch  740/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0216
Epoch  34 Batch  741/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0311
Epoch  34 Batch  742/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0225
Epoch  34 Batch  743/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9450, Loss: 0.0261
Epoch  34 Batch  744/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9400, Loss: 0.0262
Epoch  34 Batch  745/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9403, Loss: 0.0295
Epoch  34 Batch  746/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0271
Epoch  34 Batch  747/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0188
Epoch  34 Batch  748/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9499, Loss: 0.0220
Epoch  34 Batch  749/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0211
Epoch  34 Batch  750/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9592, Loss: 0.0229
Epoch  34 Batch  751/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9588, Loss: 0.0260
Epoch  34 Batch  752/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9592, Loss: 0.0241
Epoch  34 Batch  753/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0265
Epoch  34 Batch  754/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9513, Loss: 0.0270
Epoch  34 Batch  755/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0327
Epoch  34 Batch  756/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9453, Loss: 0.0281
Epoch  34 Batch  757/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9521, Loss: 0.0263
Epoch  34 Batch  758/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0186
Epoch  34 Batch  759/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0255
Epoch  34 Batch  760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0284
Epoch  34 Batch  761/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9524, Loss: 0.0290
Epoch  34 Batch  762/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0218
Epoch  34 Batch  763/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0301
Epoch  34 Batch  764/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  34 Batch  765/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9467, Loss: 0.0318
Epoch  34 Batch  766/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0314
Epoch  34 Batch  767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0270
Epoch  34 Batch  768/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0255
Epoch  34 Batch  769/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0279
Epoch  34 Batch  770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0247
Epoch  34 Batch  771/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0233
Epoch  34 Batch  772/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0239
Epoch  34 Batch  773/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0225
Epoch  34 Batch  774/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0242
Epoch  34 Batch  775/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0228
Epoch  34 Batch  776/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0235
Epoch  34 Batch  777/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9613, Loss: 0.0208
Epoch  34 Batch  778/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0284
Epoch  34 Batch  779/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9613, Loss: 0.0222
Epoch  34 Batch  780/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9563, Loss: 0.0326
Epoch  34 Batch  781/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0179
Epoch  34 Batch  782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9517, Loss: 0.0261
Epoch  34 Batch  783/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9517, Loss: 0.0297
Epoch  34 Batch  784/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0157
Epoch  34 Batch  785/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9442, Loss: 0.0191
Epoch  34 Batch  786/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9375, Loss: 0.0246
Epoch  34 Batch  787/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9396, Loss: 0.0220
Epoch  34 Batch  788/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9446, Loss: 0.0259
Epoch  34 Batch  789/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9446, Loss: 0.0300
Epoch  34 Batch  790/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9446, Loss: 0.0336
Epoch  34 Batch  791/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9446, Loss: 0.0263
Epoch  34 Batch  792/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9545, Loss: 0.0279
Epoch  34 Batch  793/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0270
Epoch  34 Batch  794/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0184
Epoch  34 Batch  795/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9563, Loss: 0.0312
Epoch  34 Batch  796/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0268
Epoch  34 Batch  797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0276
Epoch  34 Batch  798/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0224
Epoch  34 Batch  799/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9517, Loss: 0.0385
Epoch  34 Batch  800/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0238
Epoch  34 Batch  801/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0246
Epoch  34 Batch  802/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0281
Epoch  34 Batch  803/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0238
Epoch  34 Batch  804/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9435, Loss: 0.0173
Epoch  34 Batch  805/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9361, Loss: 0.0257
Epoch  34 Batch  806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9364, Loss: 0.0213
Epoch  34 Batch  807/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9364, Loss: 0.0192
Epoch  34 Batch  808/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9460, Loss: 0.0407
Epoch  34 Batch  809/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9418, Loss: 0.0409
Epoch  34 Batch  810/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0238
Epoch  34 Batch  811/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9460, Loss: 0.0267
Epoch  34 Batch  812/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9418, Loss: 0.0247
Epoch  34 Batch  813/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9471, Loss: 0.0268
Epoch  34 Batch  814/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0270
Epoch  34 Batch  815/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9506, Loss: 0.0333
Epoch  34 Batch  816/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0242
Epoch  34 Batch  817/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0282
Epoch  34 Batch  818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0268
Epoch  34 Batch  819/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9524, Loss: 0.0250
Epoch  34 Batch  820/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0251
Epoch  34 Batch  821/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9471, Loss: 0.0252
Epoch  34 Batch  822/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0213
Epoch  34 Batch  823/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9457, Loss: 0.0255
Epoch  34 Batch  824/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9460, Loss: 0.0278
Epoch  34 Batch  825/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9464, Loss: 0.0193
Epoch  34 Batch  826/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9499, Loss: 0.0239
Epoch  34 Batch  827/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9393, Loss: 0.0307
Epoch  34 Batch  828/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9446, Loss: 0.0215
Epoch  34 Batch  829/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0361
Epoch  34 Batch  830/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9354, Loss: 0.0312
Epoch  34 Batch  831/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9403, Loss: 0.0263
Epoch  34 Batch  832/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9482, Loss: 0.0213
Epoch  34 Batch  833/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9528, Loss: 0.0334
Epoch  34 Batch  834/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9478, Loss: 0.0254
Epoch  34 Batch  835/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0296
Epoch  34 Batch  836/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9411, Loss: 0.0230
Epoch  34 Batch  837/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0330
Epoch  34 Batch  838/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0253
Epoch  34 Batch  839/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0161
Epoch  34 Batch  840/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0256
Epoch  34 Batch  841/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0380
Epoch  34 Batch  842/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0205
Epoch  34 Batch  843/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0235
Epoch  34 Batch  844/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0230
Epoch  34 Batch  845/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0286
Epoch  34 Batch  846/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9517, Loss: 0.0373
Epoch  34 Batch  847/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9450, Loss: 0.0305
Epoch  34 Batch  848/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0231
Epoch  34 Batch  849/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0173
Epoch  34 Batch  850/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9624, Loss: 0.0402
Epoch  34 Batch  851/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0363
Epoch  34 Batch  852/1077 - Train Accuracy: 0.9254, Validation Accuracy: 0.9556, Loss: 0.0399
Epoch  34 Batch  853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9492, Loss: 0.0271
Epoch  34 Batch  854/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0282
Epoch  34 Batch  855/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9517, Loss: 0.0314
Epoch  34 Batch  856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9361, Loss: 0.0274
Epoch  34 Batch  857/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9311, Loss: 0.0211
Epoch  34 Batch  858/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9407, Loss: 0.0209
Epoch  34 Batch  859/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0275
Epoch  34 Batch  860/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9368, Loss: 0.0265
Epoch  34 Batch  861/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9418, Loss: 0.0217
Epoch  34 Batch  862/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9450, Loss: 0.0315
Epoch  34 Batch  863/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0225
Epoch  34 Batch  864/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9464, Loss: 0.0247
Epoch  34 Batch  865/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9513, Loss: 0.0247
Epoch  34 Batch  866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9460, Loss: 0.0301
Epoch  34 Batch  867/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0633
Epoch  34 Batch  868/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9442, Loss: 0.0268
Epoch  34 Batch  869/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9496, Loss: 0.0227
Epoch  34 Batch  870/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0216
Epoch  34 Batch  871/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9531, Loss: 0.0228
Epoch  34 Batch  872/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0261
Epoch  34 Batch  873/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0247
Epoch  34 Batch  874/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9528, Loss: 0.0289
Epoch  34 Batch  875/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9528, Loss: 0.0275
Epoch  34 Batch  876/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9506, Loss: 0.0200
Epoch  34 Batch  877/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0209
Epoch  34 Batch  878/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9464, Loss: 0.0221
Epoch  34 Batch  879/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9464, Loss: 0.0176
Epoch  34 Batch  880/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0276
Epoch  34 Batch  881/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9414, Loss: 0.0249
Epoch  34 Batch  882/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9414, Loss: 0.0218
Epoch  34 Batch  883/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9414, Loss: 0.0322
Epoch  34 Batch  884/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9460, Loss: 0.0298
Epoch  34 Batch  885/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9464, Loss: 0.0196
Epoch  34 Batch  886/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0229
Epoch  34 Batch  887/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9460, Loss: 0.0317
Epoch  34 Batch  888/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9510, Loss: 0.0273
Epoch  34 Batch  889/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0272
Epoch  34 Batch  890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9464, Loss: 0.0249
Epoch  34 Batch  891/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0192
Epoch  34 Batch  892/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0227
Epoch  34 Batch  893/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9414, Loss: 0.0247
Epoch  34 Batch  894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9396, Loss: 0.0219
Epoch  34 Batch  895/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9396, Loss: 0.0208
Epoch  34 Batch  896/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9339, Loss: 0.0257
Epoch  34 Batch  897/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9393, Loss: 0.0233
Epoch  34 Batch  898/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9439, Loss: 0.0239
Epoch  34 Batch  899/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0276
Epoch  34 Batch  900/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0318
Epoch  34 Batch  901/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9393, Loss: 0.0387
Epoch  34 Batch  902/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9474, Loss: 0.0293
Epoch  34 Batch  903/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9474, Loss: 0.0246
Epoch  34 Batch  904/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9528, Loss: 0.0255
Epoch  34 Batch  905/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9428, Loss: 0.0193
Epoch  34 Batch  906/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9407, Loss: 0.0209
Epoch  34 Batch  907/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9457, Loss: 0.0243
Epoch  34 Batch  908/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9510, Loss: 0.0265
Epoch  34 Batch  909/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0321
Epoch  34 Batch  910/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9606, Loss: 0.0276
Epoch  34 Batch  911/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0340
Epoch  34 Batch  912/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0263
Epoch  34 Batch  913/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9609, Loss: 0.0325
Epoch  34 Batch  914/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9563, Loss: 0.0556
Epoch  34 Batch  915/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9563, Loss: 0.0239
Epoch  34 Batch  916/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0283
Epoch  34 Batch  917/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0261
Epoch  34 Batch  918/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9538, Loss: 0.0216
Epoch  34 Batch  919/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  34 Batch  920/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0215
Epoch  34 Batch  921/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9542, Loss: 0.0254
Epoch  34 Batch  922/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9542, Loss: 0.0263
Epoch  34 Batch  923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9595, Loss: 0.0202
Epoch  34 Batch  924/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9545, Loss: 0.0344
Epoch  34 Batch  925/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9503, Loss: 0.0212
Epoch  34 Batch  926/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0263
Epoch  34 Batch  927/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9499, Loss: 0.0325
Epoch  34 Batch  928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0261
Epoch  34 Batch  929/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9418, Loss: 0.0202
Epoch  34 Batch  930/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9418, Loss: 0.0188
Epoch  34 Batch  931/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9418, Loss: 0.0268
Epoch  34 Batch  932/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9418, Loss: 0.0239
Epoch  34 Batch  933/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0236
Epoch  34 Batch  934/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9489, Loss: 0.0194
Epoch  34 Batch  935/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0238
Epoch  34 Batch  936/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9492, Loss: 0.0287
Epoch  34 Batch  937/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9446, Loss: 0.0343
Epoch  34 Batch  938/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0287
Epoch  34 Batch  939/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0320
Epoch  34 Batch  940/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9492, Loss: 0.0264
Epoch  34 Batch  941/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0248
Epoch  34 Batch  942/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0278
Epoch  34 Batch  943/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0191
Epoch  34 Batch  944/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9656, Loss: 0.0245
Epoch  34 Batch  945/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0198
Epoch  34 Batch  946/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9506, Loss: 0.0176
Epoch  34 Batch  947/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9506, Loss: 0.0284
Epoch  34 Batch  948/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0285
Epoch  34 Batch  949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0176
Epoch  34 Batch  950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0223
Epoch  34 Batch  951/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9499, Loss: 0.0275
Epoch  34 Batch  952/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9467, Loss: 0.0154
Epoch  34 Batch  953/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  34 Batch  954/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0302
Epoch  34 Batch  955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9450, Loss: 0.0278
Epoch  34 Batch  956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  34 Batch  957/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9510, Loss: 0.0191
Epoch  34 Batch  958/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9414, Loss: 0.0238
Epoch  34 Batch  959/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9322, Loss: 0.0280
Epoch  34 Batch  960/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9339, Loss: 0.0246
Epoch  34 Batch  961/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9336, Loss: 0.0166
Epoch  34 Batch  962/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9389, Loss: 0.0289
Epoch  34 Batch  963/1077 - Train Accuracy: 0.9575, Validation Accuracy: 0.9474, Loss: 0.0341
Epoch  34 Batch  964/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  34 Batch  965/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0365
Epoch  34 Batch  966/1077 - Train Accuracy: 0.9569, Validation Accuracy: 0.9499, Loss: 0.0234
Epoch  34 Batch  967/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0281
Epoch  34 Batch  968/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9549, Loss: 0.0339
Epoch  34 Batch  969/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9499, Loss: 0.0320
Epoch  34 Batch  970/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0244
Epoch  34 Batch  971/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9506, Loss: 0.0328
Epoch  34 Batch  972/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9556, Loss: 0.0301
Epoch  34 Batch  973/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9478, Loss: 0.0173
Epoch  34 Batch  974/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9556, Loss: 0.0235
Epoch  34 Batch  975/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0220
Epoch  34 Batch  976/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9510, Loss: 0.0218
Epoch  34 Batch  977/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0152
Epoch  34 Batch  978/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0221
Epoch  34 Batch  979/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9538, Loss: 0.0211
Epoch  34 Batch  980/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9439, Loss: 0.0265
Epoch  34 Batch  981/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9439, Loss: 0.0305
Epoch  34 Batch  982/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0296
Epoch  34 Batch  983/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9482, Loss: 0.0257
Epoch  34 Batch  984/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9482, Loss: 0.0331
Epoch  34 Batch  985/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9482, Loss: 0.0220
Epoch  34 Batch  986/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9482, Loss: 0.0274
Epoch  34 Batch  987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9432, Loss: 0.0186
Epoch  34 Batch  988/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9382, Loss: 0.0264
Epoch  34 Batch  989/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9332, Loss: 0.0272
Epoch  34 Batch  990/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9318, Loss: 0.0294
Epoch  34 Batch  991/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9318, Loss: 0.0222
Epoch  34 Batch  992/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9272, Loss: 0.0266
Epoch  34 Batch  993/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9325, Loss: 0.0185
Epoch  34 Batch  994/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9322, Loss: 0.0241
Epoch  34 Batch  995/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0225
Epoch  34 Batch  996/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0273
Epoch  34 Batch  997/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9421, Loss: 0.0258
Epoch  34 Batch  998/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9371, Loss: 0.0212
Epoch  34 Batch  999/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0305
Epoch  34 Batch 1000/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9389, Loss: 0.0284
Epoch  34 Batch 1001/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9435, Loss: 0.0178
Epoch  34 Batch 1002/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9432, Loss: 0.0180
Epoch  34 Batch 1003/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9435, Loss: 0.0241
Epoch  34 Batch 1004/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9371, Loss: 0.0246
Epoch  34 Batch 1005/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9371, Loss: 0.0250
Epoch  34 Batch 1006/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0218
Epoch  34 Batch 1007/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9432, Loss: 0.0216
Epoch  34 Batch 1008/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9322, Loss: 0.0263
Epoch  34 Batch 1009/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9339, Loss: 0.0170
Epoch  34 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9339, Loss: 0.0213
Epoch  34 Batch 1011/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9293, Loss: 0.0209
Epoch  34 Batch 1012/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9293, Loss: 0.0204
Epoch  34 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9339, Loss: 0.0179
Epoch  34 Batch 1014/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9386, Loss: 0.0217
Epoch  34 Batch 1015/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9386, Loss: 0.0284
Epoch  34 Batch 1016/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9336, Loss: 0.0250
Epoch  34 Batch 1017/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9336, Loss: 0.0240
Epoch  34 Batch 1018/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9400, Loss: 0.0307
Epoch  34 Batch 1019/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9400, Loss: 0.0354
Epoch  34 Batch 1020/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9446, Loss: 0.0200
Epoch  34 Batch 1021/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9521, Loss: 0.0226
Epoch  34 Batch 1022/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0197
Epoch  34 Batch 1023/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9432, Loss: 0.0265
Epoch  34 Batch 1024/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0332
Epoch  34 Batch 1025/1077 - Train Accuracy: 0.9364, Validation Accuracy: 0.9478, Loss: 0.0239
Epoch  34 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9418, Loss: 0.0315
Epoch  34 Batch 1027/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9464, Loss: 0.0220
Epoch  34 Batch 1028/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9567, Loss: 0.0282
Epoch  34 Batch 1029/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0252
Epoch  34 Batch 1030/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9467, Loss: 0.0237
Epoch  34 Batch 1031/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9414, Loss: 0.0323
Epoch  34 Batch 1032/1077 - Train Accuracy: 0.9334, Validation Accuracy: 0.9432, Loss: 0.0316
Epoch  34 Batch 1033/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9428, Loss: 0.0280
Epoch  34 Batch 1034/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9432, Loss: 0.0214
Epoch  34 Batch 1035/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9432, Loss: 0.0155
Epoch  34 Batch 1036/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0324
Epoch  34 Batch 1037/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9350, Loss: 0.0257
Epoch  34 Batch 1038/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0330
Epoch  34 Batch 1039/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9435, Loss: 0.0240
Epoch  34 Batch 1040/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9389, Loss: 0.0272
Epoch  34 Batch 1041/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9336, Loss: 0.0322
Epoch  34 Batch 1042/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9339, Loss: 0.0220
Epoch  34 Batch 1043/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9389, Loss: 0.0379
Epoch  34 Batch 1044/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9545, Loss: 0.0281
Epoch  34 Batch 1045/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0267
Epoch  34 Batch 1046/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9489, Loss: 0.0188
Epoch  34 Batch 1047/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0214
Epoch  34 Batch 1048/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9538, Loss: 0.0307
Epoch  34 Batch 1049/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9538, Loss: 0.0311
Epoch  34 Batch 1050/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0173
Epoch  34 Batch 1051/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9432, Loss: 0.0313
Epoch  34 Batch 1052/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9432, Loss: 0.0205
Epoch  34 Batch 1053/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9428, Loss: 0.0314
Epoch  34 Batch 1054/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9428, Loss: 0.0283
Epoch  34 Batch 1055/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9450, Loss: 0.0304
Epoch  34 Batch 1056/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9499, Loss: 0.0192
Epoch  34 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9499, Loss: 0.0252
Epoch  34 Batch 1058/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9453, Loss: 0.0293
Epoch  34 Batch 1059/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9496, Loss: 0.0353
Epoch  34 Batch 1060/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  34 Batch 1061/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9528, Loss: 0.0384
Epoch  34 Batch 1062/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9524, Loss: 0.0311
Epoch  34 Batch 1063/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0281
Epoch  34 Batch 1064/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9553, Loss: 0.0237
Epoch  34 Batch 1065/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9457, Loss: 0.0265
Epoch  34 Batch 1066/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9510, Loss: 0.0214
Epoch  34 Batch 1067/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0275
Epoch  34 Batch 1068/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0208
Epoch  34 Batch 1069/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9474, Loss: 0.0223
Epoch  34 Batch 1070/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0256
Epoch  34 Batch 1071/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0245
Epoch  34 Batch 1072/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9478, Loss: 0.0253
Epoch  34 Batch 1073/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9524, Loss: 0.0284
Epoch  34 Batch 1074/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9485, Loss: 0.0336
Epoch  34 Batch 1075/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9482, Loss: 0.0295
Epoch  35 Batch    1/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9506, Loss: 0.0181
Epoch  35 Batch    2/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9521, Loss: 0.0267
Epoch  35 Batch    3/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0285
Epoch  35 Batch    4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9432, Loss: 0.0236
Epoch  35 Batch    5/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0341
Epoch  35 Batch    6/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9450, Loss: 0.0230
Epoch  35 Batch    7/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0220
Epoch  35 Batch    8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0261
Epoch  35 Batch    9/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9588, Loss: 0.0210
Epoch  35 Batch   10/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9535, Loss: 0.0266
Epoch  35 Batch   11/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9528, Loss: 0.0364
Epoch  35 Batch   12/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9524, Loss: 0.0190
Epoch  35 Batch   13/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9549, Loss: 0.0321
Epoch  35 Batch   14/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9556, Loss: 0.0216
Epoch  35 Batch   15/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9549, Loss: 0.0225
Epoch  35 Batch   16/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0278
Epoch  35 Batch   17/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  35 Batch   18/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0224
Epoch  35 Batch   19/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0238
Epoch  35 Batch   20/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9485, Loss: 0.0214
Epoch  35 Batch   21/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9581, Loss: 0.0317
Epoch  35 Batch   22/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0266
Epoch  35 Batch   23/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9240, Loss: 0.0186
Epoch  35 Batch   24/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9187, Loss: 0.0299
Epoch  35 Batch   25/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9180, Loss: 0.0189
Epoch  35 Batch   26/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9183, Loss: 0.0357
Epoch  35 Batch   27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9329, Loss: 0.0186
Epoch  35 Batch   28/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0227
Epoch  35 Batch   29/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9510, Loss: 0.0232
Epoch  35 Batch   30/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0224
Epoch  35 Batch   31/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9471, Loss: 0.0253
Epoch  35 Batch   32/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0197
Epoch  35 Batch   33/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9414, Loss: 0.0195
Epoch  35 Batch   34/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0284
Epoch  35 Batch   35/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0265
Epoch  35 Batch   36/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9524, Loss: 0.0225
Epoch  35 Batch   37/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9446, Loss: 0.0258
Epoch  35 Batch   38/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0351
Epoch  35 Batch   39/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0356
Epoch  35 Batch   40/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9492, Loss: 0.0200
Epoch  35 Batch   41/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  35 Batch   42/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9382, Loss: 0.0362
Epoch  35 Batch   43/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9382, Loss: 0.0146
Epoch  35 Batch   44/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9375, Loss: 0.0181
Epoch  35 Batch   45/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9375, Loss: 0.0251
Epoch  35 Batch   46/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9350, Loss: 0.0341
Epoch  35 Batch   47/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9407, Loss: 0.0277
Epoch  35 Batch   48/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9414, Loss: 0.0327
Epoch  35 Batch   49/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0364
Epoch  35 Batch   50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9407, Loss: 0.0216
Epoch  35 Batch   51/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9329, Loss: 0.0268
Epoch  35 Batch   52/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9286, Loss: 0.0351
Epoch  35 Batch   53/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9382, Loss: 0.0267
Epoch  35 Batch   54/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0450
Epoch  35 Batch   55/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0225
Epoch  35 Batch   56/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9439, Loss: 0.0193
Epoch  35 Batch   57/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9297, Loss: 0.0277
Epoch  35 Batch   58/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9251, Loss: 0.0230
Epoch  35 Batch   59/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9336, Loss: 0.0276
Epoch  35 Batch   60/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9361, Loss: 0.0183
Epoch  35 Batch   61/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9386, Loss: 0.0258
Epoch  35 Batch   62/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9435, Loss: 0.0302
Epoch  35 Batch   63/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0211
Epoch  35 Batch   64/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9531, Loss: 0.0222
Epoch  35 Batch   65/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9432, Loss: 0.0304
Epoch  35 Batch   66/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9482, Loss: 0.0152
Epoch  35 Batch   67/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9425, Loss: 0.0236
Epoch  35 Batch   68/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9357, Loss: 0.0338
Epoch  35 Batch   69/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9308, Loss: 0.0312
Epoch  35 Batch   70/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9300, Loss: 0.0343
Epoch  35 Batch   71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9308, Loss: 0.0172
Epoch  35 Batch   72/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0270
Epoch  35 Batch   73/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0319
Epoch  35 Batch   74/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9446, Loss: 0.0229
Epoch  35 Batch   75/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9425, Loss: 0.0362
Epoch  35 Batch   76/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  35 Batch   77/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9467, Loss: 0.0253
Epoch  35 Batch   78/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0235
Epoch  35 Batch   79/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9471, Loss: 0.0225
Epoch  35 Batch   80/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0236
Epoch  35 Batch   81/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9471, Loss: 0.0182
Epoch  35 Batch   82/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0270
Epoch  35 Batch   83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  35 Batch   84/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0235
Epoch  35 Batch   85/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9489, Loss: 0.0248
Epoch  35 Batch   86/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0226
Epoch  35 Batch   87/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0311
Epoch  35 Batch   88/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9560, Loss: 0.0265
Epoch  35 Batch   89/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0287
Epoch  35 Batch   90/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0224
Epoch  35 Batch   91/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0230
Epoch  35 Batch   92/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9553, Loss: 0.0264
Epoch  35 Batch   93/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0244
Epoch  35 Batch   94/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0235
Epoch  35 Batch   95/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0269
Epoch  35 Batch   96/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9503, Loss: 0.0257
Epoch  35 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0254
Epoch  35 Batch   98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9510, Loss: 0.0290
Epoch  35 Batch   99/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9545, Loss: 0.0207
Epoch  35 Batch  100/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9545, Loss: 0.0231
Epoch  35 Batch  101/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9616, Loss: 0.0236
Epoch  35 Batch  102/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  35 Batch  103/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9616, Loss: 0.0326
Epoch  35 Batch  104/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9585, Loss: 0.0274
Epoch  35 Batch  105/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0197
Epoch  35 Batch  106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9524, Loss: 0.0252
Epoch  35 Batch  107/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9478, Loss: 0.0271
Epoch  35 Batch  108/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9524, Loss: 0.0348
Epoch  35 Batch  109/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0212
Epoch  35 Batch  110/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  35 Batch  111/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0263
Epoch  35 Batch  112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  35 Batch  113/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9545, Loss: 0.0318
Epoch  35 Batch  114/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9496, Loss: 0.0169
Epoch  35 Batch  115/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9492, Loss: 0.0317
Epoch  35 Batch  116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9492, Loss: 0.0373
Epoch  35 Batch  117/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0218
Epoch  35 Batch  118/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9482, Loss: 0.0186
Epoch  35 Batch  119/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0178
Epoch  35 Batch  120/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0277
Epoch  35 Batch  121/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9414, Loss: 0.0253
Epoch  35 Batch  122/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9464, Loss: 0.0222
Epoch  35 Batch  123/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0189
Epoch  35 Batch  124/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9510, Loss: 0.0252
Epoch  35 Batch  125/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9510, Loss: 0.0348
Epoch  35 Batch  126/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9553, Loss: 0.0257
Epoch  35 Batch  127/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9549, Loss: 0.0237
Epoch  35 Batch  128/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9485, Loss: 0.0252
Epoch  35 Batch  129/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9411, Loss: 0.0311
Epoch  35 Batch  130/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9457, Loss: 0.0243
Epoch  35 Batch  131/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9457, Loss: 0.0283
Epoch  35 Batch  132/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0209
Epoch  35 Batch  133/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  35 Batch  134/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9528, Loss: 0.0229
Epoch  35 Batch  135/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0245
Epoch  35 Batch  136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0183
Epoch  35 Batch  137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9471, Loss: 0.0267
Epoch  35 Batch  138/1077 - Train Accuracy: 0.9133, Validation Accuracy: 0.9513, Loss: 0.0261
Epoch  35 Batch  139/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9528, Loss: 0.0250
Epoch  35 Batch  140/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9570, Loss: 0.0230
Epoch  35 Batch  141/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0217
Epoch  35 Batch  142/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  35 Batch  143/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9517, Loss: 0.0244
Epoch  35 Batch  144/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9570, Loss: 0.0337
Epoch  35 Batch  145/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0216
Epoch  35 Batch  146/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0599
Epoch  35 Batch  147/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  35 Batch  148/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0276
Epoch  35 Batch  149/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0210
Epoch  35 Batch  150/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0275
Epoch  35 Batch  151/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0197
Epoch  35 Batch  152/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0283
Epoch  35 Batch  153/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9538, Loss: 0.0355
Epoch  35 Batch  154/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  35 Batch  155/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0209
Epoch  35 Batch  156/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0171
Epoch  35 Batch  157/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9574, Loss: 0.0265
Epoch  35 Batch  158/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0249
Epoch  35 Batch  159/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9624, Loss: 0.0216
Epoch  35 Batch  160/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0238
Epoch  35 Batch  161/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9670, Loss: 0.0206
Epoch  35 Batch  162/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0216
Epoch  35 Batch  163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9602, Loss: 0.0308
Epoch  35 Batch  164/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9602, Loss: 0.0222
Epoch  35 Batch  165/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9602, Loss: 0.0358
Epoch  35 Batch  166/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0268
Epoch  35 Batch  167/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0218
Epoch  35 Batch  168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9446, Loss: 0.0305
Epoch  35 Batch  169/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9446, Loss: 0.0233
Epoch  35 Batch  170/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9521, Loss: 0.0277
Epoch  35 Batch  171/1077 - Train Accuracy: 0.9886, Validation Accuracy: 0.9524, Loss: 0.0207
Epoch  35 Batch  172/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9531, Loss: 0.0193
Epoch  35 Batch  173/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0252
Epoch  35 Batch  174/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  35 Batch  175/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9343, Loss: 0.0293
Epoch  35 Batch  176/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9439, Loss: 0.0251
Epoch  35 Batch  177/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9535, Loss: 0.0282
Epoch  35 Batch  178/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9581, Loss: 0.0225
Epoch  35 Batch  179/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9606, Loss: 0.0278
Epoch  35 Batch  180/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0200
Epoch  35 Batch  181/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0250
Epoch  35 Batch  182/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9545, Loss: 0.0299
Epoch  35 Batch  183/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9592, Loss: 0.0253
Epoch  35 Batch  184/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9616, Loss: 0.0266
Epoch  35 Batch  185/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0275
Epoch  35 Batch  186/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9588, Loss: 0.0252
Epoch  35 Batch  187/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  35 Batch  188/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9545, Loss: 0.0258
Epoch  35 Batch  189/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0201
Epoch  35 Batch  190/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0214
Epoch  35 Batch  191/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0204
Epoch  35 Batch  192/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0265
Epoch  35 Batch  193/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0227
Epoch  35 Batch  194/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9599, Loss: 0.0186
Epoch  35 Batch  195/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0220
Epoch  35 Batch  196/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0181
Epoch  35 Batch  197/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0262
Epoch  35 Batch  198/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9474, Loss: 0.0250
Epoch  35 Batch  199/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0220
Epoch  35 Batch  200/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  35 Batch  201/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0260
Epoch  35 Batch  202/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0217
Epoch  35 Batch  203/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0275
Epoch  35 Batch  204/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9538, Loss: 0.0426
Epoch  35 Batch  205/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9588, Loss: 0.0309
Epoch  35 Batch  206/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0180
Epoch  35 Batch  207/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0248
Epoch  35 Batch  208/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0248
Epoch  35 Batch  209/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9332, Loss: 0.0222
Epoch  35 Batch  210/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9368, Loss: 0.0230
Epoch  35 Batch  211/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9411, Loss: 0.0241
Epoch  35 Batch  212/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9471, Loss: 0.0208
Epoch  35 Batch  213/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9471, Loss: 0.0188
Epoch  35 Batch  214/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9446, Loss: 0.0187
Epoch  35 Batch  215/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0330
Epoch  35 Batch  216/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9446, Loss: 0.0250
Epoch  35 Batch  217/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0154
Epoch  35 Batch  218/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9496, Loss: 0.0264
Epoch  35 Batch  219/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0152
Epoch  35 Batch  220/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9538, Loss: 0.0235
Epoch  35 Batch  221/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0257
Epoch  35 Batch  222/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0221
Epoch  35 Batch  223/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0228
Epoch  35 Batch  224/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0232
Epoch  35 Batch  225/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0318
Epoch  35 Batch  226/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0230
Epoch  35 Batch  227/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9386, Loss: 0.0321
Epoch  35 Batch  228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9386, Loss: 0.0207
Epoch  35 Batch  229/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9435, Loss: 0.0238
Epoch  35 Batch  230/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9485, Loss: 0.0267
Epoch  35 Batch  231/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0275
Epoch  35 Batch  232/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9432, Loss: 0.0202
Epoch  35 Batch  233/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9485, Loss: 0.0271
Epoch  35 Batch  234/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0273
Epoch  35 Batch  235/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9513, Loss: 0.0295
Epoch  35 Batch  236/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9510, Loss: 0.0271
Epoch  35 Batch  237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0204
Epoch  35 Batch  238/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0253
Epoch  35 Batch  239/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0198
Epoch  35 Batch  240/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  35 Batch  241/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0162
Epoch  35 Batch  242/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9446, Loss: 0.0204
Epoch  35 Batch  243/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0299
Epoch  35 Batch  244/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0222
Epoch  35 Batch  245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0211
Epoch  35 Batch  246/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0246
Epoch  35 Batch  247/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9442, Loss: 0.0268
Epoch  35 Batch  248/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9442, Loss: 0.0232
Epoch  35 Batch  249/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9464, Loss: 0.0206
Epoch  35 Batch  250/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9446, Loss: 0.0236
Epoch  35 Batch  251/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0301
Epoch  35 Batch  252/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9442, Loss: 0.0282
Epoch  35 Batch  253/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9538, Loss: 0.0261
Epoch  35 Batch  254/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9506, Loss: 0.0279
Epoch  35 Batch  255/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9506, Loss: 0.0217
Epoch  35 Batch  256/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0429
Epoch  35 Batch  257/1077 - Train Accuracy: 0.9431, Validation Accuracy: 0.9471, Loss: 0.0278
Epoch  35 Batch  258/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9471, Loss: 0.0238
Epoch  35 Batch  259/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0204
Epoch  35 Batch  260/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0199
Epoch  35 Batch  261/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0239
Epoch  35 Batch  262/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0237
Epoch  35 Batch  263/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0196
Epoch  35 Batch  264/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  35 Batch  265/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0215
Epoch  35 Batch  266/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9542, Loss: 0.0278
Epoch  35 Batch  267/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9542, Loss: 0.0232
Epoch  35 Batch  268/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9471, Loss: 0.0331
Epoch  35 Batch  269/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9467, Loss: 0.0335
Epoch  35 Batch  270/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9442, Loss: 0.0303
Epoch  35 Batch  271/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0227
Epoch  35 Batch  272/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9411, Loss: 0.0486
Epoch  35 Batch  273/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0229
Epoch  35 Batch  274/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9364, Loss: 0.0248
Epoch  35 Batch  275/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0272
Epoch  35 Batch  276/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9506, Loss: 0.0401
Epoch  35 Batch  277/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9457, Loss: 0.0203
Epoch  35 Batch  278/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9521, Loss: 0.0331
Epoch  35 Batch  279/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9521, Loss: 0.0270
Epoch  35 Batch  280/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9506, Loss: 0.0316
Epoch  35 Batch  281/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0289
Epoch  35 Batch  282/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0320
Epoch  35 Batch  283/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9435, Loss: 0.0280
Epoch  35 Batch  284/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0260
Epoch  35 Batch  285/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9393, Loss: 0.0249
Epoch  35 Batch  286/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9403, Loss: 0.0223
Epoch  35 Batch  287/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9403, Loss: 0.0272
Epoch  35 Batch  288/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9453, Loss: 0.0308
Epoch  35 Batch  289/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0247
Epoch  35 Batch  290/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0409
Epoch  35 Batch  291/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0413
Epoch  35 Batch  292/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9442, Loss: 0.0222
Epoch  35 Batch  293/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9453, Loss: 0.0230
Epoch  35 Batch  294/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9432, Loss: 0.0231
Epoch  35 Batch  295/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9403, Loss: 0.0278
Epoch  35 Batch  296/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9332, Loss: 0.0281
Epoch  35 Batch  297/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9322, Loss: 0.0277
Epoch  35 Batch  298/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9315, Loss: 0.0292
Epoch  35 Batch  299/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0276
Epoch  35 Batch  300/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9293, Loss: 0.0223
Epoch  35 Batch  301/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0212
Epoch  35 Batch  302/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9411, Loss: 0.0248
Epoch  35 Batch  303/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9421, Loss: 0.0308
Epoch  35 Batch  304/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9375, Loss: 0.0256
Epoch  35 Batch  305/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9489, Loss: 0.0262
Epoch  35 Batch  306/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9474, Loss: 0.0393
Epoch  35 Batch  307/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0246
Epoch  35 Batch  308/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9446, Loss: 0.0285
Epoch  35 Batch  309/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9428, Loss: 0.0183
Epoch  35 Batch  310/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0221
Epoch  35 Batch  311/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  35 Batch  312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0329
Epoch  35 Batch  313/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0175
Epoch  35 Batch  314/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9400, Loss: 0.0311
Epoch  35 Batch  315/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9325, Loss: 0.0234
Epoch  35 Batch  316/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9336, Loss: 0.0264
Epoch  35 Batch  317/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9364, Loss: 0.0268
Epoch  35 Batch  318/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9336, Loss: 0.0209
Epoch  35 Batch  319/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9329, Loss: 0.0295
Epoch  35 Batch  320/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9308, Loss: 0.0404
Epoch  35 Batch  321/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9347, Loss: 0.0248
Epoch  35 Batch  322/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9357, Loss: 0.0238
Epoch  35 Batch  323/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0264
Epoch  35 Batch  324/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9474, Loss: 0.0229
Epoch  35 Batch  325/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0251
Epoch  35 Batch  326/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9485, Loss: 0.0251
Epoch  35 Batch  327/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0339
Epoch  35 Batch  328/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0286
Epoch  35 Batch  329/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0280
Epoch  35 Batch  330/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9446, Loss: 0.0229
Epoch  35 Batch  331/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9510, Loss: 0.0249
Epoch  35 Batch  332/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  35 Batch  333/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9464, Loss: 0.0210
Epoch  35 Batch  334/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0230
Epoch  35 Batch  335/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9439, Loss: 0.0268
Epoch  35 Batch  336/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9460, Loss: 0.0620
Epoch  35 Batch  337/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0239
Epoch  35 Batch  338/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9403, Loss: 0.0327
Epoch  35 Batch  339/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9499, Loss: 0.0173
Epoch  35 Batch  340/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0228
Epoch  35 Batch  341/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9478, Loss: 0.0318
Epoch  35 Batch  342/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0229
Epoch  35 Batch  343/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9545, Loss: 0.0325
Epoch  35 Batch  344/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9542, Loss: 0.0274
Epoch  35 Batch  345/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9428, Loss: 0.0199
Epoch  35 Batch  346/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9446, Loss: 0.0249
Epoch  35 Batch  347/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9450, Loss: 0.0212
Epoch  35 Batch  348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0271
Epoch  35 Batch  349/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0237
Epoch  35 Batch  350/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0210
Epoch  35 Batch  351/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9506, Loss: 0.0264
Epoch  35 Batch  352/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9460, Loss: 0.0215
Epoch  35 Batch  353/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9457, Loss: 0.0309
Epoch  35 Batch  354/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0302
Epoch  35 Batch  355/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9407, Loss: 0.0247
Epoch  35 Batch  356/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0230
Epoch  35 Batch  357/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9457, Loss: 0.0259
Epoch  35 Batch  358/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0277
Epoch  35 Batch  359/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9464, Loss: 0.0234
Epoch  35 Batch  360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9393, Loss: 0.0200
Epoch  35 Batch  361/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9439, Loss: 0.0175
Epoch  35 Batch  362/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9407, Loss: 0.0346
Epoch  35 Batch  363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0270
Epoch  35 Batch  364/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9357, Loss: 0.0349
Epoch  35 Batch  365/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9442, Loss: 0.0166
Epoch  35 Batch  366/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0168
Epoch  35 Batch  367/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0169
Epoch  35 Batch  368/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9485, Loss: 0.0248
Epoch  35 Batch  369/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0241
Epoch  35 Batch  370/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0271
Epoch  35 Batch  371/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9464, Loss: 0.0189
Epoch  35 Batch  372/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0203
Epoch  35 Batch  373/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9513, Loss: 0.0185
Epoch  35 Batch  374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9517, Loss: 0.0269
Epoch  35 Batch  375/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  35 Batch  376/1077 - Train Accuracy: 0.9354, Validation Accuracy: 0.9567, Loss: 0.0295
Epoch  35 Batch  377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9400, Loss: 0.0255
Epoch  35 Batch  378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9354, Loss: 0.0184
Epoch  35 Batch  379/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9354, Loss: 0.0370
Epoch  35 Batch  380/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9354, Loss: 0.0205
Epoch  35 Batch  381/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0315
Epoch  35 Batch  382/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9460, Loss: 0.0350
Epoch  35 Batch  383/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9453, Loss: 0.0222
Epoch  35 Batch  384/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9457, Loss: 0.0190
Epoch  35 Batch  385/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0215
Epoch  35 Batch  386/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9521, Loss: 0.0199
Epoch  35 Batch  387/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0207
Epoch  35 Batch  388/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9439, Loss: 0.0342
Epoch  35 Batch  389/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0271
Epoch  35 Batch  390/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9439, Loss: 0.0365
Epoch  35 Batch  391/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9446, Loss: 0.0292
Epoch  35 Batch  392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0333
Epoch  35 Batch  393/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9442, Loss: 0.0212
Epoch  35 Batch  394/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0243
Epoch  35 Batch  395/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9478, Loss: 0.0216
Epoch  35 Batch  396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0257
Epoch  35 Batch  397/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0261
Epoch  35 Batch  398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9478, Loss: 0.0257
Epoch  35 Batch  399/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9478, Loss: 0.0237
Epoch  35 Batch  400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0254
Epoch  35 Batch  401/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0217
Epoch  35 Batch  402/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0192
Epoch  35 Batch  403/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9570, Loss: 0.0358
Epoch  35 Batch  404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9492, Loss: 0.0274
Epoch  35 Batch  405/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9503, Loss: 0.0278
Epoch  35 Batch  406/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9460, Loss: 0.0244
Epoch  35 Batch  407/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9414, Loss: 0.0279
Epoch  35 Batch  408/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9418, Loss: 0.0280
Epoch  35 Batch  409/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9421, Loss: 0.0260
Epoch  35 Batch  410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9414, Loss: 0.0363
Epoch  35 Batch  411/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9414, Loss: 0.0270
Epoch  35 Batch  412/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9414, Loss: 0.0259
Epoch  35 Batch  413/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0219
Epoch  35 Batch  414/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0247
Epoch  35 Batch  415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0306
Epoch  35 Batch  416/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0214
Epoch  35 Batch  417/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0349
Epoch  35 Batch  418/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9428, Loss: 0.0199
Epoch  35 Batch  419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9425, Loss: 0.0221
Epoch  35 Batch  420/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9371, Loss: 0.0164
Epoch  35 Batch  421/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9421, Loss: 0.0417
Epoch  35 Batch  422/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9471, Loss: 0.0238
Epoch  35 Batch  423/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0274
Epoch  35 Batch  424/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0205
Epoch  35 Batch  425/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9464, Loss: 0.0192
Epoch  35 Batch  426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9467, Loss: 0.0274
Epoch  35 Batch  427/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9414, Loss: 0.0211
Epoch  35 Batch  428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0187
Epoch  35 Batch  429/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9371, Loss: 0.0167
Epoch  35 Batch  430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0213
Epoch  35 Batch  431/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9425, Loss: 0.0198
Epoch  35 Batch  432/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9368, Loss: 0.0237
Epoch  35 Batch  433/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9382, Loss: 0.0269
Epoch  35 Batch  434/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9382, Loss: 0.0234
Epoch  35 Batch  435/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9382, Loss: 0.0281
Epoch  35 Batch  436/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9435, Loss: 0.0269
Epoch  35 Batch  437/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0188
Epoch  35 Batch  438/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9315, Loss: 0.0259
Epoch  35 Batch  439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9339, Loss: 0.0231
Epoch  35 Batch  440/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9453, Loss: 0.0306
Epoch  35 Batch  441/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0257
Epoch  35 Batch  442/1077 - Train Accuracy: 0.9327, Validation Accuracy: 0.9471, Loss: 0.0312
Epoch  35 Batch  443/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0210
Epoch  35 Batch  444/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9379, Loss: 0.0246
Epoch  35 Batch  445/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9379, Loss: 0.0271
Epoch  35 Batch  446/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9379, Loss: 0.0198
Epoch  35 Batch  447/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9528, Loss: 0.0205
Epoch  35 Batch  448/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9439, Loss: 0.0297
Epoch  35 Batch  449/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0317
Epoch  35 Batch  450/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9293, Loss: 0.0281
Epoch  35 Batch  451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9293, Loss: 0.0231
Epoch  35 Batch  452/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9283, Loss: 0.0219
Epoch  35 Batch  453/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9279, Loss: 0.0229
Epoch  35 Batch  454/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9311, Loss: 0.0405
Epoch  35 Batch  455/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9386, Loss: 0.0264
Epoch  35 Batch  456/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9435, Loss: 0.0302
Epoch  35 Batch  457/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9524, Loss: 0.0201
Epoch  35 Batch  458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0305
Epoch  35 Batch  459/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  35 Batch  460/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9482, Loss: 0.0279
Epoch  35 Batch  461/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9524, Loss: 0.0254
Epoch  35 Batch  462/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0242
Epoch  35 Batch  463/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0241
Epoch  35 Batch  464/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0280
Epoch  35 Batch  465/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9528, Loss: 0.0332
Epoch  35 Batch  466/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0257
Epoch  35 Batch  467/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9538, Loss: 0.0296
Epoch  35 Batch  468/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9538, Loss: 0.0229
Epoch  35 Batch  469/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9439, Loss: 0.0224
Epoch  35 Batch  470/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9442, Loss: 0.0271
Epoch  35 Batch  471/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0171
Epoch  35 Batch  472/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9382, Loss: 0.0247
Epoch  35 Batch  473/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9293, Loss: 0.0267
Epoch  35 Batch  474/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9290, Loss: 0.0220
Epoch  35 Batch  475/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9247, Loss: 0.0279
Epoch  35 Batch  476/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9332, Loss: 0.0208
Epoch  35 Batch  477/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9332, Loss: 0.0275
Epoch  35 Batch  478/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9375, Loss: 0.0221
Epoch  35 Batch  479/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9375, Loss: 0.0265
Epoch  35 Batch  480/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9325, Loss: 0.0226
Epoch  35 Batch  481/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9375, Loss: 0.0229
Epoch  35 Batch  482/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9421, Loss: 0.0272
Epoch  35 Batch  483/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9521, Loss: 0.0349
Epoch  35 Batch  484/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0260
Epoch  35 Batch  485/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9411, Loss: 0.0261
Epoch  35 Batch  486/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9379, Loss: 0.0205
Epoch  35 Batch  487/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9411, Loss: 0.0204
Epoch  35 Batch  488/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9332, Loss: 0.0192
Epoch  35 Batch  489/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9432, Loss: 0.0246
Epoch  35 Batch  490/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9453, Loss: 0.0296
Epoch  35 Batch  491/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9357, Loss: 0.0315
Epoch  35 Batch  492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9403, Loss: 0.0292
Epoch  35 Batch  493/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9467, Loss: 0.0181
Epoch  35 Batch  494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9421, Loss: 0.0186
Epoch  35 Batch  495/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0206
Epoch  35 Batch  496/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9428, Loss: 0.0212
Epoch  35 Batch  497/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9357, Loss: 0.0247
Epoch  35 Batch  498/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0339
Epoch  35 Batch  499/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9489, Loss: 0.0244
Epoch  35 Batch  500/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0197
Epoch  35 Batch  501/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9510, Loss: 0.0206
Epoch  35 Batch  502/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9553, Loss: 0.0328
Epoch  35 Batch  503/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9357, Loss: 0.0221
Epoch  35 Batch  504/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9453, Loss: 0.0209
Epoch  35 Batch  505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0171
Epoch  35 Batch  506/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0306
Epoch  35 Batch  507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9496, Loss: 0.0273
Epoch  35 Batch  508/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0202
Epoch  35 Batch  509/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9478, Loss: 0.0304
Epoch  35 Batch  510/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0188
Epoch  35 Batch  511/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9457, Loss: 0.0226
Epoch  35 Batch  512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9425, Loss: 0.0165
Epoch  35 Batch  513/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9375, Loss: 0.0281
Epoch  35 Batch  514/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9432, Loss: 0.0231
Epoch  35 Batch  515/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9453, Loss: 0.0222
Epoch  35 Batch  516/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9450, Loss: 0.0262
Epoch  35 Batch  517/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9411, Loss: 0.0273
Epoch  35 Batch  518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9411, Loss: 0.0216
Epoch  35 Batch  519/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9403, Loss: 0.0315
Epoch  35 Batch  520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9432, Loss: 0.0191
Epoch  35 Batch  521/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9492, Loss: 0.0250
Epoch  35 Batch  522/1077 - Train Accuracy: 0.9215, Validation Accuracy: 0.9442, Loss: 0.0295
Epoch  35 Batch  523/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9442, Loss: 0.0244
Epoch  35 Batch  524/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9446, Loss: 0.0265
Epoch  35 Batch  525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9386, Loss: 0.0237
Epoch  35 Batch  526/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9474, Loss: 0.0217
Epoch  35 Batch  527/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9467, Loss: 0.0232
Epoch  35 Batch  528/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9396, Loss: 0.0252
Epoch  35 Batch  529/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9403, Loss: 0.0230
Epoch  35 Batch  530/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0299
Epoch  35 Batch  531/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9471, Loss: 0.0273
Epoch  35 Batch  532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0363
Epoch  35 Batch  533/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9354, Loss: 0.0205
Epoch  35 Batch  534/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9357, Loss: 0.0335
Epoch  35 Batch  535/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0225
Epoch  35 Batch  536/1077 - Train Accuracy: 0.9258, Validation Accuracy: 0.9457, Loss: 0.0272
Epoch  35 Batch  537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9503, Loss: 0.0213
Epoch  35 Batch  538/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0201
Epoch  35 Batch  539/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9499, Loss: 0.0310
Epoch  35 Batch  540/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9524, Loss: 0.0192
Epoch  35 Batch  541/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9570, Loss: 0.0223
Epoch  35 Batch  542/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0244
Epoch  35 Batch  543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0206
Epoch  35 Batch  544/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9386, Loss: 0.0140
Epoch  35 Batch  545/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9304, Loss: 0.0238
Epoch  35 Batch  546/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9304, Loss: 0.0286
Epoch  35 Batch  547/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9283, Loss: 0.0229
Epoch  35 Batch  548/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9226, Loss: 0.0298
Epoch  35 Batch  549/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9329, Loss: 0.0286
Epoch  35 Batch  550/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9386, Loss: 0.0263
Epoch  35 Batch  551/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9364, Loss: 0.0252
Epoch  35 Batch  552/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0305
Epoch  35 Batch  553/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9485, Loss: 0.0329
Epoch  35 Batch  554/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0207
Epoch  35 Batch  555/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9478, Loss: 0.0249
Epoch  35 Batch  556/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0184
Epoch  35 Batch  557/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0196
Epoch  35 Batch  558/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  35 Batch  559/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9471, Loss: 0.0267
Epoch  35 Batch  560/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  35 Batch  561/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9471, Loss: 0.0237
Epoch  35 Batch  562/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9471, Loss: 0.0211
Epoch  35 Batch  563/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0268
Epoch  35 Batch  564/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9471, Loss: 0.0304
Epoch  35 Batch  565/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9411, Loss: 0.0322
Epoch  35 Batch  566/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9411, Loss: 0.0263
Epoch  35 Batch  567/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9432, Loss: 0.0293
Epoch  35 Batch  568/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9379, Loss: 0.0215
Epoch  35 Batch  569/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9482, Loss: 0.0301
Epoch  35 Batch  570/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9485, Loss: 0.0336
Epoch  35 Batch  571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9517, Loss: 0.0227
Epoch  35 Batch  572/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0243
Epoch  35 Batch  573/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9521, Loss: 0.0447
Epoch  35 Batch  574/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9592, Loss: 0.0260
Epoch  35 Batch  575/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0227
Epoch  35 Batch  576/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9616, Loss: 0.0216
Epoch  35 Batch  577/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9545, Loss: 0.0245
Epoch  35 Batch  578/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0241
Epoch  35 Batch  579/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0253
Epoch  35 Batch  580/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0191
Epoch  35 Batch  581/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0176
Epoch  35 Batch  582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9528, Loss: 0.0247
Epoch  35 Batch  583/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9542, Loss: 0.0278
Epoch  35 Batch  584/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9503, Loss: 0.0257
Epoch  35 Batch  585/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0153
Epoch  35 Batch  586/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9595, Loss: 0.0186
Epoch  35 Batch  587/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9595, Loss: 0.0226
Epoch  35 Batch  588/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9588, Loss: 0.0226
Epoch  35 Batch  589/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9588, Loss: 0.0216
Epoch  35 Batch  590/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9542, Loss: 0.0256
Epoch  35 Batch  591/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9542, Loss: 0.0258
Epoch  35 Batch  592/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0247
Epoch  35 Batch  593/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9588, Loss: 0.0387
Epoch  35 Batch  594/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0299
Epoch  35 Batch  595/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0245
Epoch  35 Batch  596/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0238
Epoch  35 Batch  597/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  35 Batch  598/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9627, Loss: 0.0263
Epoch  35 Batch  599/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9627, Loss: 0.0410
Epoch  35 Batch  600/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9577, Loss: 0.0314
Epoch  35 Batch  601/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9577, Loss: 0.0286
Epoch  35 Batch  602/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0299
Epoch  35 Batch  603/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9485, Loss: 0.0286
Epoch  35 Batch  604/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0364
Epoch  35 Batch  605/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9457, Loss: 0.0345
Epoch  35 Batch  606/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0201
Epoch  35 Batch  607/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9403, Loss: 0.0310
Epoch  35 Batch  608/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0282
Epoch  35 Batch  609/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0295
Epoch  35 Batch  610/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9464, Loss: 0.0268
Epoch  35 Batch  611/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0290
Epoch  35 Batch  612/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0194
Epoch  35 Batch  613/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0299
Epoch  35 Batch  614/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9425, Loss: 0.0217
Epoch  35 Batch  615/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9382, Loss: 0.0188
Epoch  35 Batch  616/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9428, Loss: 0.0220
Epoch  35 Batch  617/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0239
Epoch  35 Batch  618/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  35 Batch  619/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9471, Loss: 0.0187
Epoch  35 Batch  620/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9446, Loss: 0.0187
Epoch  35 Batch  621/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9442, Loss: 0.0287
Epoch  35 Batch  622/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9375, Loss: 0.0300
Epoch  35 Batch  623/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9421, Loss: 0.0315
Epoch  35 Batch  624/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9442, Loss: 0.0263
Epoch  35 Batch  625/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  35 Batch  626/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9450, Loss: 0.0235
Epoch  35 Batch  627/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9446, Loss: 0.0205
Epoch  35 Batch  628/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0250
Epoch  35 Batch  629/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0264
Epoch  35 Batch  630/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9464, Loss: 0.0241
Epoch  35 Batch  631/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9464, Loss: 0.0315
Epoch  35 Batch  632/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9414, Loss: 0.0214
Epoch  35 Batch  633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9464, Loss: 0.0222
Epoch  35 Batch  634/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9489, Loss: 0.0187
Epoch  35 Batch  635/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9538, Loss: 0.0283
Epoch  35 Batch  636/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0225
Epoch  35 Batch  637/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9538, Loss: 0.0248
Epoch  35 Batch  638/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9542, Loss: 0.0206
Epoch  35 Batch  639/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9542, Loss: 0.0259
Epoch  35 Batch  640/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  35 Batch  641/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0281
Epoch  35 Batch  642/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9538, Loss: 0.0234
Epoch  35 Batch  643/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0173
Epoch  35 Batch  644/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0210
Epoch  35 Batch  645/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9528, Loss: 0.0286
Epoch  35 Batch  646/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0251
Epoch  35 Batch  647/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0271
Epoch  35 Batch  648/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0230
Epoch  35 Batch  649/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9460, Loss: 0.0218
Epoch  35 Batch  650/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9418, Loss: 0.0224
Epoch  35 Batch  651/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0221
Epoch  35 Batch  652/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9489, Loss: 0.0240
Epoch  35 Batch  653/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0305
Epoch  35 Batch  654/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  35 Batch  655/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0338
Epoch  35 Batch  656/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9425, Loss: 0.0269
Epoch  35 Batch  657/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9425, Loss: 0.0279
Epoch  35 Batch  658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9425, Loss: 0.0154
Epoch  35 Batch  659/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9453, Loss: 0.0242
Epoch  35 Batch  660/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0191
Epoch  35 Batch  661/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0211
Epoch  35 Batch  662/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9492, Loss: 0.0269
Epoch  35 Batch  663/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0223
Epoch  35 Batch  664/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0308
Epoch  35 Batch  665/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9425, Loss: 0.0164
Epoch  35 Batch  666/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9329, Loss: 0.0253
Epoch  35 Batch  667/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9382, Loss: 0.0272
Epoch  35 Batch  668/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9425, Loss: 0.0234
Epoch  35 Batch  669/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9421, Loss: 0.0192
Epoch  35 Batch  670/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0222
Epoch  35 Batch  671/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9418, Loss: 0.0236
Epoch  35 Batch  672/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9350, Loss: 0.0229
Epoch  35 Batch  673/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9400, Loss: 0.0284
Epoch  35 Batch  674/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0228
Epoch  35 Batch  675/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9400, Loss: 0.0253
Epoch  35 Batch  676/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9382, Loss: 0.0216
Epoch  35 Batch  677/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0293
Epoch  35 Batch  678/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9382, Loss: 0.0197
Epoch  35 Batch  679/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9361, Loss: 0.0223
Epoch  35 Batch  680/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9361, Loss: 0.0333
Epoch  35 Batch  681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9361, Loss: 0.0204
Epoch  35 Batch  682/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9361, Loss: 0.0211
Epoch  35 Batch  683/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9311, Loss: 0.0194
Epoch  35 Batch  684/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9311, Loss: 0.0230
Epoch  35 Batch  685/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9311, Loss: 0.0320
Epoch  35 Batch  686/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9361, Loss: 0.0230
Epoch  35 Batch  687/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0244
Epoch  35 Batch  688/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9403, Loss: 0.0233
Epoch  35 Batch  689/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9400, Loss: 0.0156
Epoch  35 Batch  690/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0253
Epoch  35 Batch  691/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9492, Loss: 0.0249
Epoch  35 Batch  692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9467, Loss: 0.0225
Epoch  35 Batch  693/1077 - Train Accuracy: 0.9276, Validation Accuracy: 0.9460, Loss: 0.0388
Epoch  35 Batch  694/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9506, Loss: 0.0238
Epoch  35 Batch  695/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0249
Epoch  35 Batch  696/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9531, Loss: 0.0255
Epoch  35 Batch  697/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9577, Loss: 0.0266
Epoch  35 Batch  698/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9528, Loss: 0.0221
Epoch  35 Batch  699/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9624, Loss: 0.0227
Epoch  35 Batch  700/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9624, Loss: 0.0225
Epoch  35 Batch  701/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0219
Epoch  35 Batch  702/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9567, Loss: 0.0328
Epoch  35 Batch  703/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0267
Epoch  35 Batch  704/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9624, Loss: 0.0341
Epoch  35 Batch  705/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9574, Loss: 0.0294
Epoch  35 Batch  706/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9570, Loss: 0.0415
Epoch  35 Batch  707/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0297
Epoch  35 Batch  708/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0232
Epoch  35 Batch  709/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9460, Loss: 0.0308
Epoch  35 Batch  710/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0192
Epoch  35 Batch  711/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0306
Epoch  35 Batch  712/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9442, Loss: 0.0189
Epoch  35 Batch  713/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9396, Loss: 0.0221
Epoch  35 Batch  714/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9396, Loss: 0.0239
Epoch  35 Batch  715/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9400, Loss: 0.0287
Epoch  35 Batch  716/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9350, Loss: 0.0205
Epoch  35 Batch  717/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9304, Loss: 0.0172
Epoch  35 Batch  718/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9300, Loss: 0.0246
Epoch  35 Batch  719/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9300, Loss: 0.0295
Epoch  35 Batch  720/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9311, Loss: 0.0238
Epoch  35 Batch  721/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9357, Loss: 0.0265
Epoch  35 Batch  722/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9357, Loss: 0.0211
Epoch  35 Batch  723/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9322, Loss: 0.0275
Epoch  35 Batch  724/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9421, Loss: 0.0234
Epoch  35 Batch  725/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9421, Loss: 0.0189
Epoch  35 Batch  726/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9421, Loss: 0.0228
Epoch  35 Batch  727/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0206
Epoch  35 Batch  728/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9414, Loss: 0.0288
Epoch  35 Batch  729/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9411, Loss: 0.0293
Epoch  35 Batch  730/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9411, Loss: 0.0317
Epoch  35 Batch  731/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9474, Loss: 0.0269
Epoch  35 Batch  732/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9460, Loss: 0.0278
Epoch  35 Batch  733/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9418, Loss: 0.0264
Epoch  35 Batch  734/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9400, Loss: 0.0210
Epoch  35 Batch  735/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9400, Loss: 0.0198
Epoch  35 Batch  736/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9425, Loss: 0.0218
Epoch  35 Batch  737/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9421, Loss: 0.0255
Epoch  35 Batch  738/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0157
Epoch  35 Batch  739/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0263
Epoch  35 Batch  740/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0193
Epoch  35 Batch  741/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0301
Epoch  35 Batch  742/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0231
Epoch  35 Batch  743/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0264
Epoch  35 Batch  744/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9478, Loss: 0.0277
Epoch  35 Batch  745/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9478, Loss: 0.0265
Epoch  35 Batch  746/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0220
Epoch  35 Batch  747/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0179
Epoch  35 Batch  748/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9506, Loss: 0.0218
Epoch  35 Batch  749/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0192
Epoch  35 Batch  750/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9506, Loss: 0.0239
Epoch  35 Batch  751/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9382, Loss: 0.0285
Epoch  35 Batch  752/1077 - Train Accuracy: 0.9360, Validation Accuracy: 0.9432, Loss: 0.0239
Epoch  35 Batch  753/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0258
Epoch  35 Batch  754/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0265
Epoch  35 Batch  755/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0301
Epoch  35 Batch  756/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9425, Loss: 0.0207
Epoch  35 Batch  757/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9471, Loss: 0.0244
Epoch  35 Batch  758/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0187
Epoch  35 Batch  759/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9535, Loss: 0.0238
Epoch  35 Batch  760/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0303
Epoch  35 Batch  761/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0230
Epoch  35 Batch  762/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9609, Loss: 0.0231
Epoch  35 Batch  763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9474, Loss: 0.0270
Epoch  35 Batch  764/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9474, Loss: 0.0198
Epoch  35 Batch  765/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9521, Loss: 0.0300
Epoch  35 Batch  766/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9585, Loss: 0.0301
Epoch  35 Batch  767/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0251
Epoch  35 Batch  768/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0223
Epoch  35 Batch  769/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0262
Epoch  35 Batch  770/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9620, Loss: 0.0232
Epoch  35 Batch  771/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0204
Epoch  35 Batch  772/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9570, Loss: 0.0233
Epoch  35 Batch  773/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0219
Epoch  35 Batch  774/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0232
Epoch  35 Batch  775/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9545, Loss: 0.0253
Epoch  35 Batch  776/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9542, Loss: 0.0216
Epoch  35 Batch  777/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0186
Epoch  35 Batch  778/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9592, Loss: 0.0250
Epoch  35 Batch  779/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0192
Epoch  35 Batch  780/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9517, Loss: 0.0309
Epoch  35 Batch  781/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9570, Loss: 0.0218
Epoch  35 Batch  782/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9602, Loss: 0.0240
Epoch  35 Batch  783/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9556, Loss: 0.0268
Epoch  35 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9556, Loss: 0.0151
Epoch  35 Batch  785/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0188
Epoch  35 Batch  786/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  35 Batch  787/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9506, Loss: 0.0229
Epoch  35 Batch  788/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0235
Epoch  35 Batch  789/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9482, Loss: 0.0267
Epoch  35 Batch  790/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0312
Epoch  35 Batch  791/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9538, Loss: 0.0324
Epoch  35 Batch  792/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9485, Loss: 0.0252
Epoch  35 Batch  793/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9485, Loss: 0.0226
Epoch  35 Batch  794/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0190
Epoch  35 Batch  795/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0285
Epoch  35 Batch  796/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0260
Epoch  35 Batch  797/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9599, Loss: 0.0262
Epoch  35 Batch  798/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0197
Epoch  35 Batch  799/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9577, Loss: 0.0408
Epoch  35 Batch  800/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  35 Batch  801/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9450, Loss: 0.0207
Epoch  35 Batch  802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9510, Loss: 0.0312
Epoch  35 Batch  803/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0246
Epoch  35 Batch  804/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0154
Epoch  35 Batch  805/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9432, Loss: 0.0254
Epoch  35 Batch  806/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9478, Loss: 0.0216
Epoch  35 Batch  807/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9375, Loss: 0.0195
Epoch  35 Batch  808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9421, Loss: 0.0380
Epoch  35 Batch  809/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9467, Loss: 0.0356
Epoch  35 Batch  810/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9467, Loss: 0.0201
Epoch  35 Batch  811/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9439, Loss: 0.0249
Epoch  35 Batch  812/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9471, Loss: 0.0240
Epoch  35 Batch  813/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9485, Loss: 0.0287
Epoch  35 Batch  814/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9492, Loss: 0.0279
Epoch  35 Batch  815/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9517, Loss: 0.0296
Epoch  35 Batch  816/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9545, Loss: 0.0238
Epoch  35 Batch  817/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9570, Loss: 0.0217
Epoch  35 Batch  818/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9595, Loss: 0.0275
Epoch  35 Batch  819/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9648, Loss: 0.0261
Epoch  35 Batch  820/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0225
Epoch  35 Batch  821/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0247
Epoch  35 Batch  822/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0232
Epoch  35 Batch  823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9567, Loss: 0.0229
Epoch  35 Batch  824/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0251
Epoch  35 Batch  825/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0178
Epoch  35 Batch  826/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9574, Loss: 0.0253
Epoch  35 Batch  827/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9478, Loss: 0.0232
Epoch  35 Batch  828/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9453, Loss: 0.0219
Epoch  35 Batch  829/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9453, Loss: 0.0303
Epoch  35 Batch  830/1077 - Train Accuracy: 0.9172, Validation Accuracy: 0.9506, Loss: 0.0324
Epoch  35 Batch  831/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9599, Loss: 0.0238
Epoch  35 Batch  832/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  35 Batch  833/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0313
Epoch  35 Batch  834/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9585, Loss: 0.0239
Epoch  35 Batch  835/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9531, Loss: 0.0295
Epoch  35 Batch  836/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  35 Batch  837/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0273
Epoch  35 Batch  838/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0279
Epoch  35 Batch  839/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0183
Epoch  35 Batch  840/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9670, Loss: 0.0262
Epoch  35 Batch  841/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9556, Loss: 0.0367
Epoch  35 Batch  842/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9450, Loss: 0.0198
Epoch  35 Batch  843/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0186
Epoch  35 Batch  844/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9450, Loss: 0.0220
Epoch  35 Batch  845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0219
Epoch  35 Batch  846/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9556, Loss: 0.0321
Epoch  35 Batch  847/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0242
Epoch  35 Batch  848/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9531, Loss: 0.0209
Epoch  35 Batch  849/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9595, Loss: 0.0165
Epoch  35 Batch  850/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9627, Loss: 0.0355
Epoch  35 Batch  851/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9581, Loss: 0.0327
Epoch  35 Batch  852/1077 - Train Accuracy: 0.9250, Validation Accuracy: 0.9531, Loss: 0.0327
Epoch  35 Batch  853/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0242
Epoch  35 Batch  854/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0291
Epoch  35 Batch  855/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9496, Loss: 0.0322
Epoch  35 Batch  856/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0259
Epoch  35 Batch  857/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0194
Epoch  35 Batch  858/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9506, Loss: 0.0185
Epoch  35 Batch  859/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0239
Epoch  35 Batch  860/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9467, Loss: 0.0298
Epoch  35 Batch  861/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9471, Loss: 0.0210
Epoch  35 Batch  862/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0276
Epoch  35 Batch  863/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0227
Epoch  35 Batch  864/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9577, Loss: 0.0283
Epoch  35 Batch  865/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9620, Loss: 0.0257
Epoch  35 Batch  866/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0272
Epoch  35 Batch  867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0623
Epoch  35 Batch  868/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0283
Epoch  35 Batch  869/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0191
Epoch  35 Batch  870/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9602, Loss: 0.0207
Epoch  35 Batch  871/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9602, Loss: 0.0216
Epoch  35 Batch  872/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0235
Epoch  35 Batch  873/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  35 Batch  874/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9457, Loss: 0.0256
Epoch  35 Batch  875/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0223
Epoch  35 Batch  876/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9464, Loss: 0.0229
Epoch  35 Batch  877/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0189
Epoch  35 Batch  878/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9464, Loss: 0.0197
Epoch  35 Batch  879/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9464, Loss: 0.0157
Epoch  35 Batch  880/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0253
Epoch  35 Batch  881/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0299
Epoch  35 Batch  882/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9460, Loss: 0.0207
Epoch  35 Batch  883/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9503, Loss: 0.0321
Epoch  35 Batch  884/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9553, Loss: 0.0259
Epoch  35 Batch  885/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0147
Epoch  35 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0263
Epoch  35 Batch  887/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9457, Loss: 0.0243
Epoch  35 Batch  888/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0239
Epoch  35 Batch  889/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9460, Loss: 0.0280
Epoch  35 Batch  890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9411, Loss: 0.0278
Epoch  35 Batch  891/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9464, Loss: 0.0205
Epoch  35 Batch  892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9460, Loss: 0.0210
Epoch  35 Batch  893/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0223
Epoch  35 Batch  894/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9482, Loss: 0.0214
Epoch  35 Batch  895/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0205
Epoch  35 Batch  896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9467, Loss: 0.0221
Epoch  35 Batch  897/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0208
Epoch  35 Batch  898/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9428, Loss: 0.0249
Epoch  35 Batch  899/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0296
Epoch  35 Batch  900/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9439, Loss: 0.0280
Epoch  35 Batch  901/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0353
Epoch  35 Batch  902/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9489, Loss: 0.0282
Epoch  35 Batch  903/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0226
Epoch  35 Batch  904/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0243
Epoch  35 Batch  905/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  35 Batch  906/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0221
Epoch  35 Batch  907/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0268
Epoch  35 Batch  908/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0240
Epoch  35 Batch  909/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9585, Loss: 0.0307
Epoch  35 Batch  910/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0264
Epoch  35 Batch  911/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0338
Epoch  35 Batch  912/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0254
Epoch  35 Batch  913/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0302
Epoch  35 Batch  914/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9624, Loss: 0.0580
Epoch  35 Batch  915/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9624, Loss: 0.0191
Epoch  35 Batch  916/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  35 Batch  917/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9670, Loss: 0.0274
Epoch  35 Batch  918/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9666, Loss: 0.0225
Epoch  35 Batch  919/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9666, Loss: 0.0204
Epoch  35 Batch  920/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0214
Epoch  35 Batch  921/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9542, Loss: 0.0251
Epoch  35 Batch  922/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0233
Epoch  35 Batch  923/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  35 Batch  924/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9638, Loss: 0.0286
Epoch  35 Batch  925/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9585, Loss: 0.0221
Epoch  35 Batch  926/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9641, Loss: 0.0265
Epoch  35 Batch  927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9645, Loss: 0.0303
Epoch  35 Batch  928/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0311
Epoch  35 Batch  929/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9535, Loss: 0.0230
Epoch  35 Batch  930/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0201
Epoch  35 Batch  931/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0245
Epoch  35 Batch  932/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9503, Loss: 0.0209
Epoch  35 Batch  933/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9474, Loss: 0.0236
Epoch  35 Batch  934/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  35 Batch  935/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9482, Loss: 0.0249
Epoch  35 Batch  936/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9435, Loss: 0.0251
Epoch  35 Batch  937/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9482, Loss: 0.0392
Epoch  35 Batch  938/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0309
Epoch  35 Batch  939/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9485, Loss: 0.0307
Epoch  35 Batch  940/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0239
Epoch  35 Batch  941/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9581, Loss: 0.0245
Epoch  35 Batch  942/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9641, Loss: 0.0345
Epoch  35 Batch  943/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0223
Epoch  35 Batch  944/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9542, Loss: 0.0227
Epoch  35 Batch  945/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0214
Epoch  35 Batch  946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9535, Loss: 0.0168
Epoch  35 Batch  947/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9531, Loss: 0.0265
Epoch  35 Batch  948/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9489, Loss: 0.0261
Epoch  35 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0193
Epoch  35 Batch  950/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9492, Loss: 0.0249
Epoch  35 Batch  951/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9499, Loss: 0.0269
Epoch  35 Batch  952/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  35 Batch  953/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9563, Loss: 0.0230
Epoch  35 Batch  954/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0318
Epoch  35 Batch  955/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0285
Epoch  35 Batch  956/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0242
Epoch  35 Batch  957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9577, Loss: 0.0176
Epoch  35 Batch  958/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0230
Epoch  35 Batch  959/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9560, Loss: 0.0309
Epoch  35 Batch  960/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0236
Epoch  35 Batch  961/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  35 Batch  962/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0267
Epoch  35 Batch  963/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9588, Loss: 0.0345
Epoch  35 Batch  964/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9538, Loss: 0.0229
Epoch  35 Batch  965/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9492, Loss: 0.0406
Epoch  35 Batch  966/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0246
Epoch  35 Batch  967/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9499, Loss: 0.0322
Epoch  35 Batch  968/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9492, Loss: 0.0331
Epoch  35 Batch  969/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9499, Loss: 0.0350
Epoch  35 Batch  970/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0276
Epoch  35 Batch  971/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9570, Loss: 0.0331
Epoch  35 Batch  972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0270
Epoch  35 Batch  973/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9528, Loss: 0.0192
Epoch  35 Batch  974/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0234
Epoch  35 Batch  975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0222
Epoch  35 Batch  976/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9460, Loss: 0.0213
Epoch  35 Batch  977/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9460, Loss: 0.0177
Epoch  35 Batch  978/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0302
Epoch  35 Batch  979/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  35 Batch  980/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0259
Epoch  35 Batch  981/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9460, Loss: 0.0312
Epoch  35 Batch  982/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9510, Loss: 0.0312
Epoch  35 Batch  983/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9513, Loss: 0.0235
Epoch  35 Batch  984/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9574, Loss: 0.0292
Epoch  35 Batch  985/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  35 Batch  986/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9421, Loss: 0.0251
Epoch  35 Batch  987/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9379, Loss: 0.0227
Epoch  35 Batch  988/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0262
Epoch  35 Batch  989/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9379, Loss: 0.0273
Epoch  35 Batch  990/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9350, Loss: 0.0308
Epoch  35 Batch  991/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9403, Loss: 0.0215
Epoch  35 Batch  992/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9400, Loss: 0.0297
Epoch  35 Batch  993/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9386, Loss: 0.0181
Epoch  35 Batch  994/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0208
Epoch  35 Batch  995/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0209
Epoch  35 Batch  996/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0253
Epoch  35 Batch  997/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0259
Epoch  35 Batch  998/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  35 Batch  999/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9474, Loss: 0.0284
Epoch  35 Batch 1000/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9474, Loss: 0.0300
Epoch  35 Batch 1001/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0213
Epoch  35 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0160
Epoch  35 Batch 1003/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9428, Loss: 0.0241
Epoch  35 Batch 1004/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9471, Loss: 0.0236
Epoch  35 Batch 1005/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0229
Epoch  35 Batch 1006/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  35 Batch 1007/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9496, Loss: 0.0194
Epoch  35 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0316
Epoch  35 Batch 1009/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9542, Loss: 0.0171
Epoch  35 Batch 1010/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0201
Epoch  35 Batch 1011/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0222
Epoch  35 Batch 1012/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0175
Epoch  35 Batch 1013/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9485, Loss: 0.0159
Epoch  35 Batch 1014/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0257
Epoch  35 Batch 1015/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0339
Epoch  35 Batch 1016/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0197
Epoch  35 Batch 1017/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0217
Epoch  35 Batch 1018/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9545, Loss: 0.0337
Epoch  35 Batch 1019/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9545, Loss: 0.0322
Epoch  35 Batch 1020/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0194
Epoch  35 Batch 1021/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0239
Epoch  35 Batch 1022/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  35 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9542, Loss: 0.0252
Epoch  35 Batch 1024/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0282
Epoch  35 Batch 1025/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0249
Epoch  35 Batch 1026/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0291
Epoch  35 Batch 1027/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9471, Loss: 0.0220
Epoch  35 Batch 1028/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9471, Loss: 0.0239
Epoch  35 Batch 1029/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9574, Loss: 0.0205
Epoch  35 Batch 1030/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0211
Epoch  35 Batch 1031/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9581, Loss: 0.0305
Epoch  35 Batch 1032/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9627, Loss: 0.0281
Epoch  35 Batch 1033/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0249
Epoch  35 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0237
Epoch  35 Batch 1035/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  35 Batch 1036/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0283
Epoch  35 Batch 1037/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0255
Epoch  35 Batch 1038/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0334
Epoch  35 Batch 1039/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9478, Loss: 0.0284
Epoch  35 Batch 1040/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9474, Loss: 0.0220
Epoch  35 Batch 1041/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0321
Epoch  35 Batch 1042/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0247
Epoch  35 Batch 1043/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0393
Epoch  35 Batch 1044/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9496, Loss: 0.0268
Epoch  35 Batch 1045/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0260
Epoch  35 Batch 1046/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0172
Epoch  35 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0198
Epoch  35 Batch 1048/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9506, Loss: 0.0291
Epoch  35 Batch 1049/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0254
Epoch  35 Batch 1050/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0176
Epoch  35 Batch 1051/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9538, Loss: 0.0356
Epoch  35 Batch 1052/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0235
Epoch  35 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9616, Loss: 0.0258
Epoch  35 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9616, Loss: 0.0236
Epoch  35 Batch 1055/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0280
Epoch  35 Batch 1056/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0210
Epoch  35 Batch 1057/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9602, Loss: 0.0206
Epoch  35 Batch 1058/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9602, Loss: 0.0262
Epoch  35 Batch 1059/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9560, Loss: 0.0314
Epoch  35 Batch 1060/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0164
Epoch  35 Batch 1061/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9485, Loss: 0.0366
Epoch  35 Batch 1062/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9577, Loss: 0.0307
Epoch  35 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0280
Epoch  35 Batch 1064/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9510, Loss: 0.0225
Epoch  35 Batch 1065/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9457, Loss: 0.0236
Epoch  35 Batch 1066/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9425, Loss: 0.0182
Epoch  35 Batch 1067/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0244
Epoch  35 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9425, Loss: 0.0169
Epoch  35 Batch 1069/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9478, Loss: 0.0187
Epoch  35 Batch 1070/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0189
Epoch  35 Batch 1071/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9467, Loss: 0.0241
Epoch  35 Batch 1072/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0221
Epoch  35 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9386, Loss: 0.0224
Epoch  35 Batch 1074/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9407, Loss: 0.0293
Epoch  35 Batch 1075/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9386, Loss: 0.0281
Epoch  36 Batch    1/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0177
Epoch  36 Batch    2/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9471, Loss: 0.0250
Epoch  36 Batch    3/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9471, Loss: 0.0310
Epoch  36 Batch    4/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  36 Batch    5/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0356
Epoch  36 Batch    6/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0200
Epoch  36 Batch    7/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0275
Epoch  36 Batch    8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0209
Epoch  36 Batch    9/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9467, Loss: 0.0204
Epoch  36 Batch   10/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9467, Loss: 0.0249
Epoch  36 Batch   11/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9464, Loss: 0.0329
Epoch  36 Batch   12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9503, Loss: 0.0205
Epoch  36 Batch   13/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9499, Loss: 0.0343
Epoch  36 Batch   14/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9499, Loss: 0.0198
Epoch  36 Batch   15/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0207
Epoch  36 Batch   16/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0257
Epoch  36 Batch   17/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0214
Epoch  36 Batch   18/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0204
Epoch  36 Batch   19/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0209
Epoch  36 Batch   20/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9510, Loss: 0.0208
Epoch  36 Batch   21/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9510, Loss: 0.0279
Epoch  36 Batch   22/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0252
Epoch  36 Batch   23/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  36 Batch   24/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9542, Loss: 0.0286
Epoch  36 Batch   25/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9535, Loss: 0.0141
Epoch  36 Batch   26/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9538, Loss: 0.0324
Epoch  36 Batch   27/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9585, Loss: 0.0180
Epoch  36 Batch   28/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0231
Epoch  36 Batch   29/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0226
Epoch  36 Batch   30/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0218
Epoch  36 Batch   31/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9510, Loss: 0.0207
Epoch  36 Batch   32/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0187
Epoch  36 Batch   33/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0196
Epoch  36 Batch   34/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0278
Epoch  36 Batch   35/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0266
Epoch  36 Batch   36/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0210
Epoch  36 Batch   37/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0248
Epoch  36 Batch   38/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9602, Loss: 0.0322
Epoch  36 Batch   39/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9538, Loss: 0.0319
Epoch  36 Batch   40/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0166
Epoch  36 Batch   41/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0171
Epoch  36 Batch   42/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0322
Epoch  36 Batch   43/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9457, Loss: 0.0136
Epoch  36 Batch   44/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9411, Loss: 0.0161
Epoch  36 Batch   45/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9482, Loss: 0.0279
Epoch  36 Batch   46/1077 - Train Accuracy: 0.9350, Validation Accuracy: 0.9389, Loss: 0.0306
Epoch  36 Batch   47/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0251
Epoch  36 Batch   48/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9442, Loss: 0.0331
Epoch  36 Batch   49/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0337
Epoch  36 Batch   50/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0218
Epoch  36 Batch   51/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9524, Loss: 0.0270
Epoch  36 Batch   52/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9556, Loss: 0.0349
Epoch  36 Batch   53/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9556, Loss: 0.0221
Epoch  36 Batch   54/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9624, Loss: 0.0439
Epoch  36 Batch   55/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0250
Epoch  36 Batch   56/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0191
Epoch  36 Batch   57/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9496, Loss: 0.0300
Epoch  36 Batch   58/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0248
Epoch  36 Batch   59/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9396, Loss: 0.0261
Epoch  36 Batch   60/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9414, Loss: 0.0164
Epoch  36 Batch   61/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9414, Loss: 0.0231
Epoch  36 Batch   62/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9464, Loss: 0.0327
Epoch  36 Batch   63/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9414, Loss: 0.0200
Epoch  36 Batch   64/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0217
Epoch  36 Batch   65/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0269
Epoch  36 Batch   66/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9439, Loss: 0.0141
Epoch  36 Batch   67/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0249
Epoch  36 Batch   68/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0328
Epoch  36 Batch   69/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9435, Loss: 0.0355
Epoch  36 Batch   70/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9403, Loss: 0.0324
Epoch  36 Batch   71/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9396, Loss: 0.0171
Epoch  36 Batch   72/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9396, Loss: 0.0243
Epoch  36 Batch   73/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9407, Loss: 0.0231
Epoch  36 Batch   74/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0210
Epoch  36 Batch   75/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9521, Loss: 0.0352
Epoch  36 Batch   76/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0180
Epoch  36 Batch   77/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0277
Epoch  36 Batch   78/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0225
Epoch  36 Batch   79/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0230
Epoch  36 Batch   80/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0222
Epoch  36 Batch   81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  36 Batch   82/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9553, Loss: 0.0267
Epoch  36 Batch   83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9528, Loss: 0.0190
Epoch  36 Batch   84/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9435, Loss: 0.0223
Epoch  36 Batch   85/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9457, Loss: 0.0233
Epoch  36 Batch   86/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0228
Epoch  36 Batch   87/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9616, Loss: 0.0309
Epoch  36 Batch   88/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0285
Epoch  36 Batch   89/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0298
Epoch  36 Batch   90/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9531, Loss: 0.0199
Epoch  36 Batch   91/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9585, Loss: 0.0193
Epoch  36 Batch   92/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9567, Loss: 0.0252
Epoch  36 Batch   93/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0231
Epoch  36 Batch   94/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9453, Loss: 0.0224
Epoch  36 Batch   95/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9478, Loss: 0.0265
Epoch  36 Batch   96/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9478, Loss: 0.0253
Epoch  36 Batch   97/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9482, Loss: 0.0272
Epoch  36 Batch   98/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9545, Loss: 0.0275
Epoch  36 Batch   99/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0234
Epoch  36 Batch  100/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0234
Epoch  36 Batch  101/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9542, Loss: 0.0214
Epoch  36 Batch  102/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0180
Epoch  36 Batch  103/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9592, Loss: 0.0335
Epoch  36 Batch  104/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0261
Epoch  36 Batch  105/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0202
Epoch  36 Batch  106/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9595, Loss: 0.0280
Epoch  36 Batch  107/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9538, Loss: 0.0275
Epoch  36 Batch  108/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9588, Loss: 0.0320
Epoch  36 Batch  109/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0232
Epoch  36 Batch  110/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  36 Batch  111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9513, Loss: 0.0219
Epoch  36 Batch  112/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0196
Epoch  36 Batch  113/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9517, Loss: 0.0295
Epoch  36 Batch  114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9474, Loss: 0.0197
Epoch  36 Batch  115/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9474, Loss: 0.0298
Epoch  36 Batch  116/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9467, Loss: 0.0406
Epoch  36 Batch  117/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  36 Batch  118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9453, Loss: 0.0194
Epoch  36 Batch  119/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9485, Loss: 0.0184
Epoch  36 Batch  120/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0269
Epoch  36 Batch  121/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0262
Epoch  36 Batch  122/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9414, Loss: 0.0240
Epoch  36 Batch  123/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9457, Loss: 0.0189
Epoch  36 Batch  124/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9457, Loss: 0.0251
Epoch  36 Batch  125/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9457, Loss: 0.0387
Epoch  36 Batch  126/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9553, Loss: 0.0231
Epoch  36 Batch  127/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9545, Loss: 0.0219
Epoch  36 Batch  128/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0266
Epoch  36 Batch  129/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9450, Loss: 0.0305
Epoch  36 Batch  130/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0235
Epoch  36 Batch  131/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9503, Loss: 0.0255
Epoch  36 Batch  132/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0212
Epoch  36 Batch  133/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0204
Epoch  36 Batch  134/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9499, Loss: 0.0217
Epoch  36 Batch  135/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0240
Epoch  36 Batch  136/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9474, Loss: 0.0181
Epoch  36 Batch  137/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9457, Loss: 0.0220
Epoch  36 Batch  138/1077 - Train Accuracy: 0.9195, Validation Accuracy: 0.9506, Loss: 0.0256
Epoch  36 Batch  139/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9560, Loss: 0.0269
Epoch  36 Batch  140/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9506, Loss: 0.0219
Epoch  36 Batch  141/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0215
Epoch  36 Batch  142/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  36 Batch  143/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9592, Loss: 0.0222
Epoch  36 Batch  144/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9553, Loss: 0.0333
Epoch  36 Batch  145/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9549, Loss: 0.0228
Epoch  36 Batch  146/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0598
Epoch  36 Batch  147/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0205
Epoch  36 Batch  148/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0255
Epoch  36 Batch  149/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9503, Loss: 0.0188
Epoch  36 Batch  150/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9503, Loss: 0.0230
Epoch  36 Batch  151/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9581, Loss: 0.0178
Epoch  36 Batch  152/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9595, Loss: 0.0283
Epoch  36 Batch  153/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9549, Loss: 0.0348
Epoch  36 Batch  154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9535, Loss: 0.0228
Epoch  36 Batch  155/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0189
Epoch  36 Batch  156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0159
Epoch  36 Batch  157/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0213
Epoch  36 Batch  158/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9606, Loss: 0.0270
Epoch  36 Batch  159/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9606, Loss: 0.0220
Epoch  36 Batch  160/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0224
Epoch  36 Batch  161/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0160
Epoch  36 Batch  162/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0240
Epoch  36 Batch  163/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9574, Loss: 0.0336
Epoch  36 Batch  164/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9577, Loss: 0.0199
Epoch  36 Batch  165/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0357
Epoch  36 Batch  166/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0229
Epoch  36 Batch  167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0209
Epoch  36 Batch  168/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0313
Epoch  36 Batch  169/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9418, Loss: 0.0213
Epoch  36 Batch  170/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9453, Loss: 0.0285
Epoch  36 Batch  171/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9396, Loss: 0.0218
Epoch  36 Batch  172/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9428, Loss: 0.0203
Epoch  36 Batch  173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9446, Loss: 0.0262
Epoch  36 Batch  174/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0161
Epoch  36 Batch  175/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9474, Loss: 0.0331
Epoch  36 Batch  176/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0301
Epoch  36 Batch  177/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0254
Epoch  36 Batch  178/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9631, Loss: 0.0237
Epoch  36 Batch  179/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9631, Loss: 0.0274
Epoch  36 Batch  180/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9631, Loss: 0.0214
Epoch  36 Batch  181/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0272
Epoch  36 Batch  182/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9627, Loss: 0.0268
Epoch  36 Batch  183/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0262
Epoch  36 Batch  184/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0241
Epoch  36 Batch  185/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0260
Epoch  36 Batch  186/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  36 Batch  187/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0204
Epoch  36 Batch  188/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0256
Epoch  36 Batch  189/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0204
Epoch  36 Batch  190/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0190
Epoch  36 Batch  191/1077 - Train Accuracy: 0.9545, Validation Accuracy: 0.9457, Loss: 0.0201
Epoch  36 Batch  192/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9521, Loss: 0.0277
Epoch  36 Batch  193/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0210
Epoch  36 Batch  194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9474, Loss: 0.0162
Epoch  36 Batch  195/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0210
Epoch  36 Batch  196/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0156
Epoch  36 Batch  197/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9517, Loss: 0.0281
Epoch  36 Batch  198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  36 Batch  199/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  36 Batch  200/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9545, Loss: 0.0232
Epoch  36 Batch  201/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9545, Loss: 0.0213
Epoch  36 Batch  202/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0198
Epoch  36 Batch  203/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0260
Epoch  36 Batch  204/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9549, Loss: 0.0386
Epoch  36 Batch  205/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9496, Loss: 0.0344
Epoch  36 Batch  206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0170
Epoch  36 Batch  207/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9545, Loss: 0.0205
Epoch  36 Batch  208/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0250
Epoch  36 Batch  209/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9489, Loss: 0.0188
Epoch  36 Batch  210/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0226
Epoch  36 Batch  211/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0229
Epoch  36 Batch  212/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9439, Loss: 0.0196
Epoch  36 Batch  213/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9513, Loss: 0.0231
Epoch  36 Batch  214/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0224
Epoch  36 Batch  215/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9510, Loss: 0.0264
Epoch  36 Batch  216/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9478, Loss: 0.0222
Epoch  36 Batch  217/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9379, Loss: 0.0183
Epoch  36 Batch  218/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9347, Loss: 0.0244
Epoch  36 Batch  219/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9347, Loss: 0.0192
Epoch  36 Batch  220/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9496, Loss: 0.0258
Epoch  36 Batch  221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9567, Loss: 0.0256
Epoch  36 Batch  222/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0218
Epoch  36 Batch  223/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0230
Epoch  36 Batch  224/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0265
Epoch  36 Batch  225/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9471, Loss: 0.0346
Epoch  36 Batch  226/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9368, Loss: 0.0221
Epoch  36 Batch  227/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9414, Loss: 0.0284
Epoch  36 Batch  228/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9407, Loss: 0.0205
Epoch  36 Batch  229/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9400, Loss: 0.0253
Epoch  36 Batch  230/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9400, Loss: 0.0254
Epoch  36 Batch  231/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9425, Loss: 0.0298
Epoch  36 Batch  232/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9432, Loss: 0.0226
Epoch  36 Batch  233/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9411, Loss: 0.0296
Epoch  36 Batch  234/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9460, Loss: 0.0242
Epoch  36 Batch  235/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9528, Loss: 0.0283
Epoch  36 Batch  236/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0228
Epoch  36 Batch  237/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9485, Loss: 0.0212
Epoch  36 Batch  238/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0250
Epoch  36 Batch  239/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9485, Loss: 0.0188
Epoch  36 Batch  240/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9482, Loss: 0.0216
Epoch  36 Batch  241/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0153
Epoch  36 Batch  242/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0198
Epoch  36 Batch  243/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0281
Epoch  36 Batch  244/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9474, Loss: 0.0217
Epoch  36 Batch  245/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9453, Loss: 0.0203
Epoch  36 Batch  246/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0250
Epoch  36 Batch  247/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9492, Loss: 0.0246
Epoch  36 Batch  248/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0215
Epoch  36 Batch  249/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9450, Loss: 0.0173
Epoch  36 Batch  250/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9499, Loss: 0.0270
Epoch  36 Batch  251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9545, Loss: 0.0258
Epoch  36 Batch  252/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0281
Epoch  36 Batch  253/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9549, Loss: 0.0246
Epoch  36 Batch  254/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0287
Epoch  36 Batch  255/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9599, Loss: 0.0190
Epoch  36 Batch  256/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9553, Loss: 0.0428
Epoch  36 Batch  257/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9553, Loss: 0.0252
Epoch  36 Batch  258/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9602, Loss: 0.0239
Epoch  36 Batch  259/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0218
Epoch  36 Batch  260/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0207
Epoch  36 Batch  261/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9553, Loss: 0.0218
Epoch  36 Batch  262/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9609, Loss: 0.0227
Epoch  36 Batch  263/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0200
Epoch  36 Batch  264/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0224
Epoch  36 Batch  265/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9609, Loss: 0.0259
Epoch  36 Batch  266/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9606, Loss: 0.0269
Epoch  36 Batch  267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9577, Loss: 0.0195
Epoch  36 Batch  268/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9577, Loss: 0.0339
Epoch  36 Batch  269/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0296
Epoch  36 Batch  270/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9531, Loss: 0.0331
Epoch  36 Batch  271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  36 Batch  272/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0498
Epoch  36 Batch  273/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0228
Epoch  36 Batch  274/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9577, Loss: 0.0276
Epoch  36 Batch  275/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9474, Loss: 0.0238
Epoch  36 Batch  276/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9474, Loss: 0.0386
Epoch  36 Batch  277/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9474, Loss: 0.0186
Epoch  36 Batch  278/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9478, Loss: 0.0311
Epoch  36 Batch  279/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0278
Epoch  36 Batch  280/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0285
Epoch  36 Batch  281/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0244
Epoch  36 Batch  282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9442, Loss: 0.0279
Epoch  36 Batch  283/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9414, Loss: 0.0206
Epoch  36 Batch  284/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0227
Epoch  36 Batch  285/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9442, Loss: 0.0253
Epoch  36 Batch  286/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0258
Epoch  36 Batch  287/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9450, Loss: 0.0288
Epoch  36 Batch  288/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0341
Epoch  36 Batch  289/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0204
Epoch  36 Batch  290/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0454
Epoch  36 Batch  291/1077 - Train Accuracy: 0.9353, Validation Accuracy: 0.9450, Loss: 0.0404
Epoch  36 Batch  292/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0230
Epoch  36 Batch  293/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9453, Loss: 0.0199
Epoch  36 Batch  294/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9403, Loss: 0.0223
Epoch  36 Batch  295/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0278
Epoch  36 Batch  296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9389, Loss: 0.0227
Epoch  36 Batch  297/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9418, Loss: 0.0269
Epoch  36 Batch  298/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9418, Loss: 0.0294
Epoch  36 Batch  299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9418, Loss: 0.0262
Epoch  36 Batch  300/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9464, Loss: 0.0177
Epoch  36 Batch  301/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0176
Epoch  36 Batch  302/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0230
Epoch  36 Batch  303/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9574, Loss: 0.0278
Epoch  36 Batch  304/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0230
Epoch  36 Batch  305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0237
Epoch  36 Batch  306/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9556, Loss: 0.0376
Epoch  36 Batch  307/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0234
Epoch  36 Batch  308/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9563, Loss: 0.0288
Epoch  36 Batch  309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9535, Loss: 0.0192
Epoch  36 Batch  310/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0228
Epoch  36 Batch  311/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9418, Loss: 0.0228
Epoch  36 Batch  312/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9418, Loss: 0.0267
Epoch  36 Batch  313/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0193
Epoch  36 Batch  314/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0328
Epoch  36 Batch  315/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9435, Loss: 0.0212
Epoch  36 Batch  316/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9435, Loss: 0.0240
Epoch  36 Batch  317/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9432, Loss: 0.0267
Epoch  36 Batch  318/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0191
Epoch  36 Batch  319/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9535, Loss: 0.0300
Epoch  36 Batch  320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9535, Loss: 0.0351
Epoch  36 Batch  321/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0231
Epoch  36 Batch  322/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0207
Epoch  36 Batch  323/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0227
Epoch  36 Batch  324/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9435, Loss: 0.0226
Epoch  36 Batch  325/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0231
Epoch  36 Batch  326/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9347, Loss: 0.0220
Epoch  36 Batch  327/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9368, Loss: 0.0316
Epoch  36 Batch  328/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9418, Loss: 0.0273
Epoch  36 Batch  329/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9403, Loss: 0.0250
Epoch  36 Batch  330/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0206
Epoch  36 Batch  331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9432, Loss: 0.0250
Epoch  36 Batch  332/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9485, Loss: 0.0197
Epoch  36 Batch  333/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9531, Loss: 0.0185
Epoch  36 Batch  334/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0201
Epoch  36 Batch  335/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9624, Loss: 0.0229
Epoch  36 Batch  336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9624, Loss: 0.0625
Epoch  36 Batch  337/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0239
Epoch  36 Batch  338/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9553, Loss: 0.0349
Epoch  36 Batch  339/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9602, Loss: 0.0160
Epoch  36 Batch  340/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9606, Loss: 0.0269
Epoch  36 Batch  341/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0319
Epoch  36 Batch  342/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9467, Loss: 0.0195
Epoch  36 Batch  343/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9393, Loss: 0.0318
Epoch  36 Batch  344/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9389, Loss: 0.0274
Epoch  36 Batch  345/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9411, Loss: 0.0226
Epoch  36 Batch  346/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9418, Loss: 0.0273
Epoch  36 Batch  347/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9339, Loss: 0.0172
Epoch  36 Batch  348/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9279, Loss: 0.0216
Epoch  36 Batch  349/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9300, Loss: 0.0232
Epoch  36 Batch  350/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9407, Loss: 0.0215
Epoch  36 Batch  351/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9460, Loss: 0.0255
Epoch  36 Batch  352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9460, Loss: 0.0214
Epoch  36 Batch  353/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9428, Loss: 0.0290
Epoch  36 Batch  354/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9428, Loss: 0.0277
Epoch  36 Batch  355/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9432, Loss: 0.0251
Epoch  36 Batch  356/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0235
Epoch  36 Batch  357/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9425, Loss: 0.0266
Epoch  36 Batch  358/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9471, Loss: 0.0276
Epoch  36 Batch  359/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0259
Epoch  36 Batch  360/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9499, Loss: 0.0211
Epoch  36 Batch  361/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9442, Loss: 0.0188
Epoch  36 Batch  362/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9492, Loss: 0.0286
Epoch  36 Batch  363/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9489, Loss: 0.0254
Epoch  36 Batch  364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0331
Epoch  36 Batch  365/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0187
Epoch  36 Batch  366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9386, Loss: 0.0188
Epoch  36 Batch  367/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9315, Loss: 0.0174
Epoch  36 Batch  368/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9318, Loss: 0.0227
Epoch  36 Batch  369/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9435, Loss: 0.0238
Epoch  36 Batch  370/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0232
Epoch  36 Batch  371/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9411, Loss: 0.0187
Epoch  36 Batch  372/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  36 Batch  373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9492, Loss: 0.0192
Epoch  36 Batch  374/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9492, Loss: 0.0255
Epoch  36 Batch  375/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9496, Loss: 0.0177
Epoch  36 Batch  376/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9496, Loss: 0.0321
Epoch  36 Batch  377/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0226
Epoch  36 Batch  378/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0173
Epoch  36 Batch  379/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0331
Epoch  36 Batch  380/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0186
Epoch  36 Batch  381/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9517, Loss: 0.0284
Epoch  36 Batch  382/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9524, Loss: 0.0315
Epoch  36 Batch  383/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0244
Epoch  36 Batch  384/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  36 Batch  385/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9556, Loss: 0.0255
Epoch  36 Batch  386/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0208
Epoch  36 Batch  387/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0234
Epoch  36 Batch  388/1077 - Train Accuracy: 0.9368, Validation Accuracy: 0.9570, Loss: 0.0339
Epoch  36 Batch  389/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  36 Batch  390/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9517, Loss: 0.0322
Epoch  36 Batch  391/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0294
Epoch  36 Batch  392/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0342
Epoch  36 Batch  393/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9517, Loss: 0.0219
Epoch  36 Batch  394/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9457, Loss: 0.0256
Epoch  36 Batch  395/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0234
Epoch  36 Batch  396/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9485, Loss: 0.0293
Epoch  36 Batch  397/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0296
Epoch  36 Batch  398/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9482, Loss: 0.0248
Epoch  36 Batch  399/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0237
Epoch  36 Batch  400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0256
Epoch  36 Batch  401/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9474, Loss: 0.0194
Epoch  36 Batch  402/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0170
Epoch  36 Batch  403/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9446, Loss: 0.0367
Epoch  36 Batch  404/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9403, Loss: 0.0262
Epoch  36 Batch  405/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9400, Loss: 0.0292
Epoch  36 Batch  406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9457, Loss: 0.0236
Epoch  36 Batch  407/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0234
Epoch  36 Batch  408/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0240
Epoch  36 Batch  409/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9389, Loss: 0.0270
Epoch  36 Batch  410/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9386, Loss: 0.0389
Epoch  36 Batch  411/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9411, Loss: 0.0248
Epoch  36 Batch  412/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9407, Loss: 0.0227
Epoch  36 Batch  413/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0207
Epoch  36 Batch  414/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9425, Loss: 0.0246
Epoch  36 Batch  415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0297
Epoch  36 Batch  416/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9421, Loss: 0.0208
Epoch  36 Batch  417/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9393, Loss: 0.0368
Epoch  36 Batch  418/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9396, Loss: 0.0217
Epoch  36 Batch  419/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9400, Loss: 0.0194
Epoch  36 Batch  420/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9407, Loss: 0.0199
Epoch  36 Batch  421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9393, Loss: 0.0399
Epoch  36 Batch  422/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9382, Loss: 0.0251
Epoch  36 Batch  423/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9354, Loss: 0.0247
Epoch  36 Batch  424/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9411, Loss: 0.0244
Epoch  36 Batch  425/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9403, Loss: 0.0186
Epoch  36 Batch  426/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9403, Loss: 0.0268
Epoch  36 Batch  427/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9446, Loss: 0.0224
Epoch  36 Batch  428/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9364, Loss: 0.0194
Epoch  36 Batch  429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9364, Loss: 0.0170
Epoch  36 Batch  430/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9364, Loss: 0.0200
Epoch  36 Batch  431/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9318, Loss: 0.0202
Epoch  36 Batch  432/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0263
Epoch  36 Batch  433/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9329, Loss: 0.0269
Epoch  36 Batch  434/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9379, Loss: 0.0223
Epoch  36 Batch  435/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9332, Loss: 0.0329
Epoch  36 Batch  436/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9254, Loss: 0.0279
Epoch  36 Batch  437/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9318, Loss: 0.0173
Epoch  36 Batch  438/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9332, Loss: 0.0210
Epoch  36 Batch  439/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9382, Loss: 0.0251
Epoch  36 Batch  440/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9411, Loss: 0.0293
Epoch  36 Batch  441/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0238
Epoch  36 Batch  442/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9364, Loss: 0.0310
Epoch  36 Batch  443/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9411, Loss: 0.0229
Epoch  36 Batch  444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9354, Loss: 0.0263
Epoch  36 Batch  445/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9343, Loss: 0.0260
Epoch  36 Batch  446/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9439, Loss: 0.0174
Epoch  36 Batch  447/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9407, Loss: 0.0238
Epoch  36 Batch  448/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9350, Loss: 0.0297
Epoch  36 Batch  449/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9361, Loss: 0.0352
Epoch  36 Batch  450/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9261, Loss: 0.0247
Epoch  36 Batch  451/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9261, Loss: 0.0217
Epoch  36 Batch  452/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9300, Loss: 0.0229
Epoch  36 Batch  453/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9347, Loss: 0.0248
Epoch  36 Batch  454/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9339, Loss: 0.0359
Epoch  36 Batch  455/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9347, Loss: 0.0264
Epoch  36 Batch  456/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9396, Loss: 0.0277
Epoch  36 Batch  457/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9393, Loss: 0.0178
Epoch  36 Batch  458/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0297
Epoch  36 Batch  459/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9460, Loss: 0.0258
Epoch  36 Batch  460/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0263
Epoch  36 Batch  461/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9471, Loss: 0.0257
Epoch  36 Batch  462/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  36 Batch  463/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9531, Loss: 0.0240
Epoch  36 Batch  464/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0236
Epoch  36 Batch  465/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9535, Loss: 0.0354
Epoch  36 Batch  466/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9478, Loss: 0.0232
Epoch  36 Batch  467/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9446, Loss: 0.0226
Epoch  36 Batch  468/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9442, Loss: 0.0232
Epoch  36 Batch  469/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9442, Loss: 0.0204
Epoch  36 Batch  470/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9354, Loss: 0.0259
Epoch  36 Batch  471/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9304, Loss: 0.0179
Epoch  36 Batch  472/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9304, Loss: 0.0252
Epoch  36 Batch  473/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9354, Loss: 0.0272
Epoch  36 Batch  474/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9347, Loss: 0.0233
Epoch  36 Batch  475/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9347, Loss: 0.0248
Epoch  36 Batch  476/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9442, Loss: 0.0219
Epoch  36 Batch  477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9379, Loss: 0.0287
Epoch  36 Batch  478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9428, Loss: 0.0282
Epoch  36 Batch  479/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9428, Loss: 0.0253
Epoch  36 Batch  480/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9453, Loss: 0.0239
Epoch  36 Batch  481/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9453, Loss: 0.0243
Epoch  36 Batch  482/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9492, Loss: 0.0258
Epoch  36 Batch  483/1077 - Train Accuracy: 0.9262, Validation Accuracy: 0.9496, Loss: 0.0389
Epoch  36 Batch  484/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9464, Loss: 0.0287
Epoch  36 Batch  485/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9439, Loss: 0.0249
Epoch  36 Batch  486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0212
Epoch  36 Batch  487/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9489, Loss: 0.0191
Epoch  36 Batch  488/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9393, Loss: 0.0196
Epoch  36 Batch  489/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9361, Loss: 0.0235
Epoch  36 Batch  490/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9364, Loss: 0.0255
Epoch  36 Batch  491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9386, Loss: 0.0317
Epoch  36 Batch  492/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9339, Loss: 0.0286
Epoch  36 Batch  493/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0193
Epoch  36 Batch  494/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9382, Loss: 0.0188
Epoch  36 Batch  495/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9382, Loss: 0.0233
Epoch  36 Batch  496/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9354, Loss: 0.0237
Epoch  36 Batch  497/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9425, Loss: 0.0252
Epoch  36 Batch  498/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9471, Loss: 0.0273
Epoch  36 Batch  499/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9503, Loss: 0.0241
Epoch  36 Batch  500/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0201
Epoch  36 Batch  501/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0180
Epoch  36 Batch  502/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0302
Epoch  36 Batch  503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0200
Epoch  36 Batch  504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0220
Epoch  36 Batch  505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0163
Epoch  36 Batch  506/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0257
Epoch  36 Batch  507/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9553, Loss: 0.0272
Epoch  36 Batch  508/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9499, Loss: 0.0199
Epoch  36 Batch  509/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9411, Loss: 0.0279
Epoch  36 Batch  510/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9414, Loss: 0.0201
Epoch  36 Batch  511/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0244
Epoch  36 Batch  512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9435, Loss: 0.0168
Epoch  36 Batch  513/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9460, Loss: 0.0268
Epoch  36 Batch  514/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9460, Loss: 0.0228
Epoch  36 Batch  515/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0241
Epoch  36 Batch  516/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0237
Epoch  36 Batch  517/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9460, Loss: 0.0291
Epoch  36 Batch  518/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9457, Loss: 0.0264
Epoch  36 Batch  519/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9499, Loss: 0.0273
Epoch  36 Batch  520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9535, Loss: 0.0170
Epoch  36 Batch  521/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9592, Loss: 0.0252
Epoch  36 Batch  522/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9499, Loss: 0.0296
Epoch  36 Batch  523/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9503, Loss: 0.0248
Epoch  36 Batch  524/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9499, Loss: 0.0269
Epoch  36 Batch  525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0225
Epoch  36 Batch  526/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0197
Epoch  36 Batch  527/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9428, Loss: 0.0258
Epoch  36 Batch  528/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9428, Loss: 0.0208
Epoch  36 Batch  529/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9567, Loss: 0.0240
Epoch  36 Batch  530/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0287
Epoch  36 Batch  531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9489, Loss: 0.0261
Epoch  36 Batch  532/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9439, Loss: 0.0357
Epoch  36 Batch  533/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9446, Loss: 0.0223
Epoch  36 Batch  534/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9496, Loss: 0.0262
Epoch  36 Batch  535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0252
Epoch  36 Batch  536/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9446, Loss: 0.0273
Epoch  36 Batch  537/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9496, Loss: 0.0194
Epoch  36 Batch  538/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0191
Epoch  36 Batch  539/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9602, Loss: 0.0343
Epoch  36 Batch  540/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9602, Loss: 0.0168
Epoch  36 Batch  541/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9599, Loss: 0.0236
Epoch  36 Batch  542/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0202
Epoch  36 Batch  543/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9450, Loss: 0.0205
Epoch  36 Batch  544/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9453, Loss: 0.0145
Epoch  36 Batch  545/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0216
Epoch  36 Batch  546/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  36 Batch  547/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9442, Loss: 0.0231
Epoch  36 Batch  548/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9379, Loss: 0.0268
Epoch  36 Batch  549/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9411, Loss: 0.0320
Epoch  36 Batch  550/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9407, Loss: 0.0216
Epoch  36 Batch  551/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9510, Loss: 0.0263
Epoch  36 Batch  552/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0303
Epoch  36 Batch  553/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0323
Epoch  36 Batch  554/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9531, Loss: 0.0201
Epoch  36 Batch  555/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0221
Epoch  36 Batch  556/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9453, Loss: 0.0176
Epoch  36 Batch  557/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0212
Epoch  36 Batch  558/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0160
Epoch  36 Batch  559/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9428, Loss: 0.0231
Epoch  36 Batch  560/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9428, Loss: 0.0287
Epoch  36 Batch  561/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9428, Loss: 0.0265
Epoch  36 Batch  562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0180
Epoch  36 Batch  563/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9421, Loss: 0.0253
Epoch  36 Batch  564/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9467, Loss: 0.0311
Epoch  36 Batch  565/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9428, Loss: 0.0340
Epoch  36 Batch  566/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9421, Loss: 0.0263
Epoch  36 Batch  567/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9393, Loss: 0.0247
Epoch  36 Batch  568/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9442, Loss: 0.0211
Epoch  36 Batch  569/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0277
Epoch  36 Batch  570/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9499, Loss: 0.0276
Epoch  36 Batch  571/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9506, Loss: 0.0188
Epoch  36 Batch  572/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0233
Epoch  36 Batch  573/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9471, Loss: 0.0404
Epoch  36 Batch  574/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9471, Loss: 0.0237
Epoch  36 Batch  575/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0189
Epoch  36 Batch  576/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  36 Batch  577/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9418, Loss: 0.0265
Epoch  36 Batch  578/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9418, Loss: 0.0214
Epoch  36 Batch  579/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0242
Epoch  36 Batch  580/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9513, Loss: 0.0189
Epoch  36 Batch  581/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0166
Epoch  36 Batch  582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9574, Loss: 0.0200
Epoch  36 Batch  583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9521, Loss: 0.0284
Epoch  36 Batch  584/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0322
Epoch  36 Batch  585/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0176
Epoch  36 Batch  586/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9535, Loss: 0.0186
Epoch  36 Batch  587/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9538, Loss: 0.0276
Epoch  36 Batch  588/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9574, Loss: 0.0238
Epoch  36 Batch  589/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9524, Loss: 0.0220
Epoch  36 Batch  590/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9489, Loss: 0.0234
Epoch  36 Batch  591/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9467, Loss: 0.0270
Epoch  36 Batch  592/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9403, Loss: 0.0213
Epoch  36 Batch  593/1077 - Train Accuracy: 0.9230, Validation Accuracy: 0.9517, Loss: 0.0373
Epoch  36 Batch  594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0323
Epoch  36 Batch  595/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9538, Loss: 0.0247
Epoch  36 Batch  596/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9535, Loss: 0.0239
Epoch  36 Batch  597/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0214
Epoch  36 Batch  598/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9531, Loss: 0.0229
Epoch  36 Batch  599/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9602, Loss: 0.0380
Epoch  36 Batch  600/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9531, Loss: 0.0323
Epoch  36 Batch  601/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9574, Loss: 0.0258
Epoch  36 Batch  602/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0269
Epoch  36 Batch  603/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9613, Loss: 0.0252
Epoch  36 Batch  604/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9659, Loss: 0.0375
Epoch  36 Batch  605/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9659, Loss: 0.0305
Epoch  36 Batch  606/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9574, Loss: 0.0192
Epoch  36 Batch  607/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9620, Loss: 0.0321
Epoch  36 Batch  608/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0293
Epoch  36 Batch  609/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9510, Loss: 0.0316
Epoch  36 Batch  610/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9510, Loss: 0.0264
Epoch  36 Batch  611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0233
Epoch  36 Batch  612/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9439, Loss: 0.0223
Epoch  36 Batch  613/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9442, Loss: 0.0264
Epoch  36 Batch  614/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9442, Loss: 0.0270
Epoch  36 Batch  615/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9414, Loss: 0.0188
Epoch  36 Batch  616/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9432, Loss: 0.0245
Epoch  36 Batch  617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9382, Loss: 0.0178
Epoch  36 Batch  618/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9379, Loss: 0.0283
Epoch  36 Batch  619/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9425, Loss: 0.0171
Epoch  36 Batch  620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0175
Epoch  36 Batch  621/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0295
Epoch  36 Batch  622/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9474, Loss: 0.0314
Epoch  36 Batch  623/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9499, Loss: 0.0316
Epoch  36 Batch  624/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9482, Loss: 0.0269
Epoch  36 Batch  625/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0230
Epoch  36 Batch  626/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0223
Epoch  36 Batch  627/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0251
Epoch  36 Batch  628/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0280
Epoch  36 Batch  629/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9489, Loss: 0.0261
Epoch  36 Batch  630/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  36 Batch  631/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9474, Loss: 0.0282
Epoch  36 Batch  632/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0243
Epoch  36 Batch  633/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  36 Batch  634/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  36 Batch  635/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9588, Loss: 0.0291
Epoch  36 Batch  636/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9588, Loss: 0.0238
Epoch  36 Batch  637/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0272
Epoch  36 Batch  638/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9588, Loss: 0.0238
Epoch  36 Batch  639/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9595, Loss: 0.0310
Epoch  36 Batch  640/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0217
Epoch  36 Batch  641/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0223
Epoch  36 Batch  642/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0224
Epoch  36 Batch  643/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9549, Loss: 0.0193
Epoch  36 Batch  644/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0247
Epoch  36 Batch  645/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0240
Epoch  36 Batch  646/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9538, Loss: 0.0224
Epoch  36 Batch  647/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9489, Loss: 0.0281
Epoch  36 Batch  648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9482, Loss: 0.0225
Epoch  36 Batch  649/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9357, Loss: 0.0252
Epoch  36 Batch  650/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9311, Loss: 0.0243
Epoch  36 Batch  651/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9347, Loss: 0.0219
Epoch  36 Batch  652/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9371, Loss: 0.0250
Epoch  36 Batch  653/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9442, Loss: 0.0272
Epoch  36 Batch  654/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0254
Epoch  36 Batch  655/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9453, Loss: 0.0327
Epoch  36 Batch  656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0236
Epoch  36 Batch  657/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9453, Loss: 0.0255
Epoch  36 Batch  658/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0184
Epoch  36 Batch  659/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9482, Loss: 0.0205
Epoch  36 Batch  660/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9382, Loss: 0.0176
Epoch  36 Batch  661/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9432, Loss: 0.0243
Epoch  36 Batch  662/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9471, Loss: 0.0223
Epoch  36 Batch  663/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0195
Epoch  36 Batch  664/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9411, Loss: 0.0234
Epoch  36 Batch  665/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9386, Loss: 0.0195
Epoch  36 Batch  666/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9389, Loss: 0.0253
Epoch  36 Batch  667/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9435, Loss: 0.0259
Epoch  36 Batch  668/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9435, Loss: 0.0205
Epoch  36 Batch  669/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0175
Epoch  36 Batch  670/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9606, Loss: 0.0207
Epoch  36 Batch  671/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9556, Loss: 0.0240
Epoch  36 Batch  672/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0225
Epoch  36 Batch  673/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0258
Epoch  36 Batch  674/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0216
Epoch  36 Batch  675/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9549, Loss: 0.0278
Epoch  36 Batch  676/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0211
Epoch  36 Batch  677/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9379, Loss: 0.0247
Epoch  36 Batch  678/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9354, Loss: 0.0185
Epoch  36 Batch  679/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9251, Loss: 0.0214
Epoch  36 Batch  680/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9251, Loss: 0.0300
Epoch  36 Batch  681/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9247, Loss: 0.0216
Epoch  36 Batch  682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9354, Loss: 0.0202
Epoch  36 Batch  683/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0198
Epoch  36 Batch  684/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9396, Loss: 0.0238
Epoch  36 Batch  685/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9347, Loss: 0.0299
Epoch  36 Batch  686/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9347, Loss: 0.0202
Epoch  36 Batch  687/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0231
Epoch  36 Batch  688/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9400, Loss: 0.0200
Epoch  36 Batch  689/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9450, Loss: 0.0146
Epoch  36 Batch  690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0225
Epoch  36 Batch  691/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9453, Loss: 0.0284
Epoch  36 Batch  692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9506, Loss: 0.0205
Epoch  36 Batch  693/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9400, Loss: 0.0360
Epoch  36 Batch  694/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  36 Batch  695/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9453, Loss: 0.0250
Epoch  36 Batch  696/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0215
Epoch  36 Batch  697/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9560, Loss: 0.0219
Epoch  36 Batch  698/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0198
Epoch  36 Batch  699/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  36 Batch  700/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0214
Epoch  36 Batch  701/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0246
Epoch  36 Batch  702/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9624, Loss: 0.0366
Epoch  36 Batch  703/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9624, Loss: 0.0221
Epoch  36 Batch  704/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9624, Loss: 0.0334
Epoch  36 Batch  705/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0251
Epoch  36 Batch  706/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9524, Loss: 0.0441
Epoch  36 Batch  707/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9574, Loss: 0.0301
Epoch  36 Batch  708/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9620, Loss: 0.0234
Epoch  36 Batch  709/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9638, Loss: 0.0313
Epoch  36 Batch  710/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  36 Batch  711/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0294
Epoch  36 Batch  712/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0214
Epoch  36 Batch  713/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9474, Loss: 0.0191
Epoch  36 Batch  714/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9453, Loss: 0.0239
Epoch  36 Batch  715/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0242
Epoch  36 Batch  716/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0209
Epoch  36 Batch  717/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9499, Loss: 0.0159
Epoch  36 Batch  718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0243
Epoch  36 Batch  719/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9442, Loss: 0.0275
Epoch  36 Batch  720/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9411, Loss: 0.0252
Epoch  36 Batch  721/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9347, Loss: 0.0235
Epoch  36 Batch  722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9357, Loss: 0.0237
Epoch  36 Batch  723/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9300, Loss: 0.0248
Epoch  36 Batch  724/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9354, Loss: 0.0301
Epoch  36 Batch  725/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9407, Loss: 0.0183
Epoch  36 Batch  726/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9414, Loss: 0.0185
Epoch  36 Batch  727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0205
Epoch  36 Batch  728/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9457, Loss: 0.0279
Epoch  36 Batch  729/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  36 Batch  730/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0324
Epoch  36 Batch  731/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9489, Loss: 0.0229
Epoch  36 Batch  732/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9489, Loss: 0.0251
Epoch  36 Batch  733/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9489, Loss: 0.0252
Epoch  36 Batch  734/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  36 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9450, Loss: 0.0172
Epoch  36 Batch  736/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9400, Loss: 0.0203
Epoch  36 Batch  737/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0216
Epoch  36 Batch  738/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9442, Loss: 0.0168
Epoch  36 Batch  739/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0219
Epoch  36 Batch  740/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9499, Loss: 0.0179
Epoch  36 Batch  741/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0276
Epoch  36 Batch  742/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0226
Epoch  36 Batch  743/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9510, Loss: 0.0220
Epoch  36 Batch  744/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9510, Loss: 0.0269
Epoch  36 Batch  745/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9460, Loss: 0.0259
Epoch  36 Batch  746/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9439, Loss: 0.0235
Epoch  36 Batch  747/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9485, Loss: 0.0187
Epoch  36 Batch  748/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9485, Loss: 0.0203
Epoch  36 Batch  749/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0172
Epoch  36 Batch  750/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9482, Loss: 0.0230
Epoch  36 Batch  751/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0236
Epoch  36 Batch  752/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9386, Loss: 0.0232
Epoch  36 Batch  753/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9375, Loss: 0.0203
Epoch  36 Batch  754/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0212
Epoch  36 Batch  755/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0279
Epoch  36 Batch  756/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9350, Loss: 0.0203
Epoch  36 Batch  757/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9350, Loss: 0.0213
Epoch  36 Batch  758/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0195
Epoch  36 Batch  759/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9531, Loss: 0.0249
Epoch  36 Batch  760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9531, Loss: 0.0293
Epoch  36 Batch  761/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0246
Epoch  36 Batch  762/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0208
Epoch  36 Batch  763/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9560, Loss: 0.0303
Epoch  36 Batch  764/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  36 Batch  765/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0307
Epoch  36 Batch  766/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0258
Epoch  36 Batch  767/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0244
Epoch  36 Batch  768/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0235
Epoch  36 Batch  769/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0207
Epoch  36 Batch  770/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9577, Loss: 0.0188
Epoch  36 Batch  771/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0222
Epoch  36 Batch  772/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9577, Loss: 0.0211
Epoch  36 Batch  773/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0242
Epoch  36 Batch  774/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9531, Loss: 0.0222
Epoch  36 Batch  775/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9652, Loss: 0.0234
Epoch  36 Batch  776/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9609, Loss: 0.0245
Epoch  36 Batch  777/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9556, Loss: 0.0184
Epoch  36 Batch  778/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9556, Loss: 0.0254
Epoch  36 Batch  779/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0219
Epoch  36 Batch  780/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9627, Loss: 0.0300
Epoch  36 Batch  781/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9624, Loss: 0.0194
Epoch  36 Batch  782/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9620, Loss: 0.0248
Epoch  36 Batch  783/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9574, Loss: 0.0265
Epoch  36 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0158
Epoch  36 Batch  785/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9464, Loss: 0.0181
Epoch  36 Batch  786/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  36 Batch  787/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0219
Epoch  36 Batch  788/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0227
Epoch  36 Batch  789/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9496, Loss: 0.0248
Epoch  36 Batch  790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9478, Loss: 0.0290
Epoch  36 Batch  791/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9446, Loss: 0.0275
Epoch  36 Batch  792/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9414, Loss: 0.0250
Epoch  36 Batch  793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0205
Epoch  36 Batch  794/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9464, Loss: 0.0168
Epoch  36 Batch  795/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9464, Loss: 0.0287
Epoch  36 Batch  796/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9453, Loss: 0.0241
Epoch  36 Batch  797/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9478, Loss: 0.0268
Epoch  36 Batch  798/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0233
Epoch  36 Batch  799/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9524, Loss: 0.0352
Epoch  36 Batch  800/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9474, Loss: 0.0245
Epoch  36 Batch  801/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9503, Loss: 0.0222
Epoch  36 Batch  802/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0290
Epoch  36 Batch  803/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0232
Epoch  36 Batch  804/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9428, Loss: 0.0180
Epoch  36 Batch  805/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9432, Loss: 0.0265
Epoch  36 Batch  806/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9531, Loss: 0.0161
Epoch  36 Batch  807/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9563, Loss: 0.0169
Epoch  36 Batch  808/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9553, Loss: 0.0344
Epoch  36 Batch  809/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9503, Loss: 0.0401
Epoch  36 Batch  810/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9513, Loss: 0.0181
Epoch  36 Batch  811/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0250
Epoch  36 Batch  812/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9460, Loss: 0.0254
Epoch  36 Batch  813/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0251
Epoch  36 Batch  814/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9496, Loss: 0.0246
Epoch  36 Batch  815/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9545, Loss: 0.0285
Epoch  36 Batch  816/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9542, Loss: 0.0185
Epoch  36 Batch  817/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0251
Epoch  36 Batch  818/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9549, Loss: 0.0263
Epoch  36 Batch  819/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0247
Epoch  36 Batch  820/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9567, Loss: 0.0216
Epoch  36 Batch  821/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  36 Batch  822/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0208
Epoch  36 Batch  823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0215
Epoch  36 Batch  824/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0287
Epoch  36 Batch  825/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0143
Epoch  36 Batch  826/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9563, Loss: 0.0234
Epoch  36 Batch  827/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0259
Epoch  36 Batch  828/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0184
Epoch  36 Batch  829/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9634, Loss: 0.0331
Epoch  36 Batch  830/1077 - Train Accuracy: 0.9156, Validation Accuracy: 0.9634, Loss: 0.0305
Epoch  36 Batch  831/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9634, Loss: 0.0263
Epoch  36 Batch  832/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0203
Epoch  36 Batch  833/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0308
Epoch  36 Batch  834/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0264
Epoch  36 Batch  835/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0248
Epoch  36 Batch  836/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9432, Loss: 0.0224
Epoch  36 Batch  837/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9446, Loss: 0.0300
Epoch  36 Batch  838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0249
Epoch  36 Batch  839/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9428, Loss: 0.0168
Epoch  36 Batch  840/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  36 Batch  841/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9464, Loss: 0.0364
Epoch  36 Batch  842/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0191
Epoch  36 Batch  843/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9421, Loss: 0.0194
Epoch  36 Batch  844/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9474, Loss: 0.0229
Epoch  36 Batch  845/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0209
Epoch  36 Batch  846/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9467, Loss: 0.0322
Epoch  36 Batch  847/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0276
Epoch  36 Batch  848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0214
Epoch  36 Batch  849/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0143
Epoch  36 Batch  850/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9542, Loss: 0.0351
Epoch  36 Batch  851/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0311
Epoch  36 Batch  852/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9581, Loss: 0.0366
Epoch  36 Batch  853/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0242
Epoch  36 Batch  854/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9588, Loss: 0.0241
Epoch  36 Batch  855/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9588, Loss: 0.0272
Epoch  36 Batch  856/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0246
Epoch  36 Batch  857/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0200
Epoch  36 Batch  858/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  36 Batch  859/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9425, Loss: 0.0217
Epoch  36 Batch  860/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0259
Epoch  36 Batch  861/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  36 Batch  862/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0290
Epoch  36 Batch  863/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0234
Epoch  36 Batch  864/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9439, Loss: 0.0246
Epoch  36 Batch  865/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0267
Epoch  36 Batch  866/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0268
Epoch  36 Batch  867/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0628
Epoch  36 Batch  868/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9482, Loss: 0.0260
Epoch  36 Batch  869/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0199
Epoch  36 Batch  870/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9513, Loss: 0.0194
Epoch  36 Batch  871/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0223
Epoch  36 Batch  872/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0257
Epoch  36 Batch  873/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0233
Epoch  36 Batch  874/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9503, Loss: 0.0228
Epoch  36 Batch  875/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9556, Loss: 0.0212
Epoch  36 Batch  876/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9418, Loss: 0.0195
Epoch  36 Batch  877/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9464, Loss: 0.0192
Epoch  36 Batch  878/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0155
Epoch  36 Batch  879/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9460, Loss: 0.0175
Epoch  36 Batch  880/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9460, Loss: 0.0264
Epoch  36 Batch  881/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9464, Loss: 0.0269
Epoch  36 Batch  882/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9464, Loss: 0.0239
Epoch  36 Batch  883/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9414, Loss: 0.0335
Epoch  36 Batch  884/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9460, Loss: 0.0313
Epoch  36 Batch  885/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0184
Epoch  36 Batch  886/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9506, Loss: 0.0224
Epoch  36 Batch  887/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0315
Epoch  36 Batch  888/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9442, Loss: 0.0229
Epoch  36 Batch  889/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0281
Epoch  36 Batch  890/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9393, Loss: 0.0270
Epoch  36 Batch  891/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9364, Loss: 0.0205
Epoch  36 Batch  892/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9364, Loss: 0.0254
Epoch  36 Batch  893/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9364, Loss: 0.0243
Epoch  36 Batch  894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9364, Loss: 0.0179
Epoch  36 Batch  895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9371, Loss: 0.0198
Epoch  36 Batch  896/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9371, Loss: 0.0241
Epoch  36 Batch  897/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9425, Loss: 0.0214
Epoch  36 Batch  898/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9471, Loss: 0.0236
Epoch  36 Batch  899/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9450, Loss: 0.0254
Epoch  36 Batch  900/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9457, Loss: 0.0293
Epoch  36 Batch  901/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9407, Loss: 0.0355
Epoch  36 Batch  902/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9400, Loss: 0.0285
Epoch  36 Batch  903/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9471, Loss: 0.0199
Epoch  36 Batch  904/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9570, Loss: 0.0235
Epoch  36 Batch  905/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0180
Epoch  36 Batch  906/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0213
Epoch  36 Batch  907/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0257
Epoch  36 Batch  908/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0215
Epoch  36 Batch  909/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0334
Epoch  36 Batch  910/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9677, Loss: 0.0282
Epoch  36 Batch  911/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0278
Epoch  36 Batch  912/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0207
Epoch  36 Batch  913/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0305
Epoch  36 Batch  914/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9631, Loss: 0.0531
Epoch  36 Batch  915/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  36 Batch  916/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0239
Epoch  36 Batch  917/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9631, Loss: 0.0254
Epoch  36 Batch  918/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9535, Loss: 0.0222
Epoch  36 Batch  919/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0159
Epoch  36 Batch  920/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0178
Epoch  36 Batch  921/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0233
Epoch  36 Batch  922/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0196
Epoch  36 Batch  923/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9545, Loss: 0.0166
Epoch  36 Batch  924/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9545, Loss: 0.0308
Epoch  36 Batch  925/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9545, Loss: 0.0189
Epoch  36 Batch  926/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9545, Loss: 0.0247
Epoch  36 Batch  927/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9538, Loss: 0.0275
Epoch  36 Batch  928/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0208
Epoch  36 Batch  929/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0191
Epoch  36 Batch  930/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0184
Epoch  36 Batch  931/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9531, Loss: 0.0242
Epoch  36 Batch  932/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0192
Epoch  36 Batch  933/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9435, Loss: 0.0221
Epoch  36 Batch  934/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0188
Epoch  36 Batch  935/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0223
Epoch  36 Batch  936/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0254
Epoch  36 Batch  937/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9641, Loss: 0.0329
Epoch  36 Batch  938/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9641, Loss: 0.0278
Epoch  36 Batch  939/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9592, Loss: 0.0265
Epoch  36 Batch  940/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0214
Epoch  36 Batch  941/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0193
Epoch  36 Batch  942/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9588, Loss: 0.0304
Epoch  36 Batch  943/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0217
Epoch  36 Batch  944/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9538, Loss: 0.0212
Epoch  36 Batch  945/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9538, Loss: 0.0167
Epoch  36 Batch  946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9585, Loss: 0.0150
Epoch  36 Batch  947/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9585, Loss: 0.0293
Epoch  36 Batch  948/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9553, Loss: 0.0253
Epoch  36 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0169
Epoch  36 Batch  950/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9567, Loss: 0.0210
Epoch  36 Batch  951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9588, Loss: 0.0271
Epoch  36 Batch  952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0149
Epoch  36 Batch  953/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9485, Loss: 0.0198
Epoch  36 Batch  954/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0292
Epoch  36 Batch  955/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0282
Epoch  36 Batch  956/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0260
Epoch  36 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9489, Loss: 0.0155
Epoch  36 Batch  958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0277
Epoch  36 Batch  959/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0229
Epoch  36 Batch  960/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0204
Epoch  36 Batch  961/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0159
Epoch  36 Batch  962/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9585, Loss: 0.0268
Epoch  36 Batch  963/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9624, Loss: 0.0283
Epoch  36 Batch  964/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9620, Loss: 0.0188
Epoch  36 Batch  965/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0355
Epoch  36 Batch  966/1077 - Train Accuracy: 0.9514, Validation Accuracy: 0.9535, Loss: 0.0215
Epoch  36 Batch  967/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9489, Loss: 0.0303
Epoch  36 Batch  968/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0317
Epoch  36 Batch  969/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9538, Loss: 0.0305
Epoch  36 Batch  970/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9485, Loss: 0.0222
Epoch  36 Batch  971/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9439, Loss: 0.0304
Epoch  36 Batch  972/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0262
Epoch  36 Batch  973/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0180
Epoch  36 Batch  974/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  36 Batch  975/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9446, Loss: 0.0206
Epoch  36 Batch  976/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9499, Loss: 0.0178
Epoch  36 Batch  977/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9482, Loss: 0.0145
Epoch  36 Batch  978/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9428, Loss: 0.0228
Epoch  36 Batch  979/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9428, Loss: 0.0209
Epoch  36 Batch  980/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0230
Epoch  36 Batch  981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0265
Epoch  36 Batch  982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9592, Loss: 0.0248
Epoch  36 Batch  983/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9595, Loss: 0.0221
Epoch  36 Batch  984/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9545, Loss: 0.0291
Epoch  36 Batch  985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9545, Loss: 0.0202
Epoch  36 Batch  986/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0228
Epoch  36 Batch  987/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9524, Loss: 0.0173
Epoch  36 Batch  988/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0258
Epoch  36 Batch  989/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9524, Loss: 0.0235
Epoch  36 Batch  990/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0292
Epoch  36 Batch  991/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0190
Epoch  36 Batch  992/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9567, Loss: 0.0270
Epoch  36 Batch  993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0169
Epoch  36 Batch  994/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9457, Loss: 0.0200
Epoch  36 Batch  995/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9407, Loss: 0.0233
Epoch  36 Batch  996/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9442, Loss: 0.0239
Epoch  36 Batch  997/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9396, Loss: 0.0244
Epoch  36 Batch  998/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9450, Loss: 0.0217
Epoch  36 Batch  999/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9350, Loss: 0.0259
Epoch  36 Batch 1000/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9350, Loss: 0.0241
Epoch  36 Batch 1001/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9350, Loss: 0.0184
Epoch  36 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9350, Loss: 0.0170
Epoch  36 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9350, Loss: 0.0234
Epoch  36 Batch 1004/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9350, Loss: 0.0201
Epoch  36 Batch 1005/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9350, Loss: 0.0209
Epoch  36 Batch 1006/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9354, Loss: 0.0183
Epoch  36 Batch 1007/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9407, Loss: 0.0171
Epoch  36 Batch 1008/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9414, Loss: 0.0295
Epoch  36 Batch 1009/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9361, Loss: 0.0172
Epoch  36 Batch 1010/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9453, Loss: 0.0204
Epoch  36 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9549, Loss: 0.0236
Epoch  36 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9485, Loss: 0.0194
Epoch  36 Batch 1013/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9531, Loss: 0.0153
Epoch  36 Batch 1014/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9478, Loss: 0.0209
Epoch  36 Batch 1015/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0243
Epoch  36 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0222
Epoch  36 Batch 1017/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9474, Loss: 0.0217
Epoch  36 Batch 1018/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0325
Epoch  36 Batch 1019/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9478, Loss: 0.0306
Epoch  36 Batch 1020/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9496, Loss: 0.0180
Epoch  36 Batch 1021/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9496, Loss: 0.0226
Epoch  36 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9496, Loss: 0.0208
Epoch  36 Batch 1023/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9496, Loss: 0.0239
Epoch  36 Batch 1024/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0293
Epoch  36 Batch 1025/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9499, Loss: 0.0195
Epoch  36 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9503, Loss: 0.0282
Epoch  36 Batch 1027/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9549, Loss: 0.0236
Epoch  36 Batch 1028/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0282
Epoch  36 Batch 1029/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9599, Loss: 0.0180
Epoch  36 Batch 1030/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  36 Batch 1031/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0295
Epoch  36 Batch 1032/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9553, Loss: 0.0276
Epoch  36 Batch 1033/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9499, Loss: 0.0251
Epoch  36 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  36 Batch 1035/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9496, Loss: 0.0192
Epoch  36 Batch 1036/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0324
Epoch  36 Batch 1037/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0259
Epoch  36 Batch 1038/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9503, Loss: 0.0263
Epoch  36 Batch 1039/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9414, Loss: 0.0235
Epoch  36 Batch 1040/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9414, Loss: 0.0207
Epoch  36 Batch 1041/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9460, Loss: 0.0320
Epoch  36 Batch 1042/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  36 Batch 1043/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0319
Epoch  36 Batch 1044/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0266
Epoch  36 Batch 1045/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0243
Epoch  36 Batch 1046/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0152
Epoch  36 Batch 1047/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0185
Epoch  36 Batch 1048/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0253
Epoch  36 Batch 1049/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0304
Epoch  36 Batch 1050/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0166
Epoch  36 Batch 1051/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9585, Loss: 0.0268
Epoch  36 Batch 1052/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  36 Batch 1053/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9634, Loss: 0.0256
Epoch  36 Batch 1054/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9627, Loss: 0.0237
Epoch  36 Batch 1055/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0262
Epoch  36 Batch 1056/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9627, Loss: 0.0194
Epoch  36 Batch 1057/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9609, Loss: 0.0219
Epoch  36 Batch 1058/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9581, Loss: 0.0280
Epoch  36 Batch 1059/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9581, Loss: 0.0252
Epoch  36 Batch 1060/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0189
Epoch  36 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9531, Loss: 0.0340
Epoch  36 Batch 1062/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9524, Loss: 0.0257
Epoch  36 Batch 1063/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0267
Epoch  36 Batch 1064/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9435, Loss: 0.0256
Epoch  36 Batch 1065/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0259
Epoch  36 Batch 1066/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9478, Loss: 0.0196
Epoch  36 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9428, Loss: 0.0246
Epoch  36 Batch 1068/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9428, Loss: 0.0171
Epoch  36 Batch 1069/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9453, Loss: 0.0166
Epoch  36 Batch 1070/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0228
Epoch  36 Batch 1071/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0238
Epoch  36 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9467, Loss: 0.0246
Epoch  36 Batch 1073/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9418, Loss: 0.0266
Epoch  36 Batch 1074/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0339
Epoch  36 Batch 1075/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9464, Loss: 0.0288
Epoch  37 Batch    1/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159
Epoch  37 Batch    2/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9506, Loss: 0.0301
Epoch  37 Batch    3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0292
Epoch  37 Batch    4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0205
Epoch  37 Batch    5/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0352
Epoch  37 Batch    6/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0195
Epoch  37 Batch    7/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9482, Loss: 0.0209
Epoch  37 Batch    8/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9485, Loss: 0.0205
Epoch  37 Batch    9/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0229
Epoch  37 Batch   10/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9499, Loss: 0.0213
Epoch  37 Batch   11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0304
Epoch  37 Batch   12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0186
Epoch  37 Batch   13/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9496, Loss: 0.0303
Epoch  37 Batch   14/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9496, Loss: 0.0177
Epoch  37 Batch   15/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0211
Epoch  37 Batch   16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0229
Epoch  37 Batch   17/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0191
Epoch  37 Batch   18/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0216
Epoch  37 Batch   19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0217
Epoch  37 Batch   20/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0200
Epoch  37 Batch   21/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0276
Epoch  37 Batch   22/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9439, Loss: 0.0251
Epoch  37 Batch   23/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0185
Epoch  37 Batch   24/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9439, Loss: 0.0262
Epoch  37 Batch   25/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9375, Loss: 0.0161
Epoch  37 Batch   26/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9418, Loss: 0.0329
Epoch  37 Batch   27/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9467, Loss: 0.0172
Epoch  37 Batch   28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9467, Loss: 0.0215
Epoch  37 Batch   29/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9560, Loss: 0.0237
Epoch  37 Batch   30/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0208
Epoch  37 Batch   31/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0212
Epoch  37 Batch   32/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0170
Epoch  37 Batch   33/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9506, Loss: 0.0174
Epoch  37 Batch   34/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9553, Loss: 0.0258
Epoch  37 Batch   35/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0270
Epoch  37 Batch   36/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0197
Epoch  37 Batch   37/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0233
Epoch  37 Batch   38/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9549, Loss: 0.0327
Epoch  37 Batch   39/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9545, Loss: 0.0302
Epoch  37 Batch   40/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0169
Epoch  37 Batch   41/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9574, Loss: 0.0213
Epoch  37 Batch   42/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9428, Loss: 0.0318
Epoch  37 Batch   43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9478, Loss: 0.0127
Epoch  37 Batch   44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9478, Loss: 0.0165
Epoch  37 Batch   45/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9478, Loss: 0.0256
Epoch  37 Batch   46/1077 - Train Accuracy: 0.9260, Validation Accuracy: 0.9478, Loss: 0.0292
Epoch  37 Batch   47/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9453, Loss: 0.0229
Epoch  37 Batch   48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9453, Loss: 0.0293
Epoch  37 Batch   49/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9407, Loss: 0.0325
Epoch  37 Batch   50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9460, Loss: 0.0241
Epoch  37 Batch   51/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9464, Loss: 0.0239
Epoch  37 Batch   52/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9457, Loss: 0.0284
Epoch  37 Batch   53/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9531, Loss: 0.0219
Epoch  37 Batch   54/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9432, Loss: 0.0405
Epoch  37 Batch   55/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9482, Loss: 0.0192
Epoch  37 Batch   56/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9421, Loss: 0.0176
Epoch  37 Batch   57/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9425, Loss: 0.0253
Epoch  37 Batch   58/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0233
Epoch  37 Batch   59/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9411, Loss: 0.0266
Epoch  37 Batch   60/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0166
Epoch  37 Batch   61/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9506, Loss: 0.0213
Epoch  37 Batch   62/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9407, Loss: 0.0277
Epoch  37 Batch   63/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9474, Loss: 0.0204
Epoch  37 Batch   64/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0195
Epoch  37 Batch   65/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9613, Loss: 0.0250
Epoch  37 Batch   66/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9517, Loss: 0.0141
Epoch  37 Batch   67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9432, Loss: 0.0220
Epoch  37 Batch   68/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9482, Loss: 0.0318
Epoch  37 Batch   69/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9411, Loss: 0.0343
Epoch  37 Batch   70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0314
Epoch  37 Batch   71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9418, Loss: 0.0169
Epoch  37 Batch   72/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0235
Epoch  37 Batch   73/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  37 Batch   74/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9592, Loss: 0.0250
Epoch  37 Batch   75/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9506, Loss: 0.0325
Epoch  37 Batch   76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9460, Loss: 0.0183
Epoch  37 Batch   77/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0240
Epoch  37 Batch   78/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9538, Loss: 0.0243
Epoch  37 Batch   79/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  37 Batch   80/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0218
Epoch  37 Batch   81/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9535, Loss: 0.0196
Epoch  37 Batch   82/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0233
Epoch  37 Batch   83/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0207
Epoch  37 Batch   84/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0225
Epoch  37 Batch   85/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9585, Loss: 0.0229
Epoch  37 Batch   86/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0212
Epoch  37 Batch   87/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9581, Loss: 0.0285
Epoch  37 Batch   88/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9606, Loss: 0.0290
Epoch  37 Batch   89/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0277
Epoch  37 Batch   90/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0189
Epoch  37 Batch   91/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0205
Epoch  37 Batch   92/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9602, Loss: 0.0260
Epoch  37 Batch   93/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0217
Epoch  37 Batch   94/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0209
Epoch  37 Batch   95/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9421, Loss: 0.0253
Epoch  37 Batch   96/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9421, Loss: 0.0248
Epoch  37 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0265
Epoch  37 Batch   98/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9478, Loss: 0.0284
Epoch  37 Batch   99/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0219
Epoch  37 Batch  100/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0225
Epoch  37 Batch  101/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9560, Loss: 0.0188
Epoch  37 Batch  102/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9457, Loss: 0.0176
Epoch  37 Batch  103/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9457, Loss: 0.0287
Epoch  37 Batch  104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9492, Loss: 0.0267
Epoch  37 Batch  105/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0193
Epoch  37 Batch  106/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9492, Loss: 0.0225
Epoch  37 Batch  107/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9492, Loss: 0.0248
Epoch  37 Batch  108/1077 - Train Accuracy: 0.9411, Validation Accuracy: 0.9492, Loss: 0.0315
Epoch  37 Batch  109/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0246
Epoch  37 Batch  110/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9524, Loss: 0.0170
Epoch  37 Batch  111/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9599, Loss: 0.0227
Epoch  37 Batch  112/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  37 Batch  113/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0273
Epoch  37 Batch  114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9595, Loss: 0.0169
Epoch  37 Batch  115/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9652, Loss: 0.0287
Epoch  37 Batch  116/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9602, Loss: 0.0382
Epoch  37 Batch  117/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0242
Epoch  37 Batch  118/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  37 Batch  119/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0171
Epoch  37 Batch  120/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9599, Loss: 0.0258
Epoch  37 Batch  121/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0281
Epoch  37 Batch  122/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0221
Epoch  37 Batch  123/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0173
Epoch  37 Batch  124/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9553, Loss: 0.0264
Epoch  37 Batch  125/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9556, Loss: 0.0349
Epoch  37 Batch  126/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9556, Loss: 0.0212
Epoch  37 Batch  127/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9602, Loss: 0.0226
Epoch  37 Batch  128/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0218
Epoch  37 Batch  129/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9478, Loss: 0.0293
Epoch  37 Batch  130/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0245
Epoch  37 Batch  131/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9411, Loss: 0.0222
Epoch  37 Batch  132/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9411, Loss: 0.0211
Epoch  37 Batch  133/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0176
Epoch  37 Batch  134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9439, Loss: 0.0223
Epoch  37 Batch  135/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9489, Loss: 0.0280
Epoch  37 Batch  136/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9538, Loss: 0.0197
Epoch  37 Batch  137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0243
Epoch  37 Batch  138/1077 - Train Accuracy: 0.9242, Validation Accuracy: 0.9567, Loss: 0.0272
Epoch  37 Batch  139/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9492, Loss: 0.0280
Epoch  37 Batch  140/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9478, Loss: 0.0200
Epoch  37 Batch  141/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9524, Loss: 0.0223
Epoch  37 Batch  142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9531, Loss: 0.0251
Epoch  37 Batch  143/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9506, Loss: 0.0241
Epoch  37 Batch  144/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9567, Loss: 0.0405
Epoch  37 Batch  145/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0217
Epoch  37 Batch  146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0607
Epoch  37 Batch  147/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0248
Epoch  37 Batch  148/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9450, Loss: 0.0258
Epoch  37 Batch  149/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9542, Loss: 0.0210
Epoch  37 Batch  150/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9482, Loss: 0.0248
Epoch  37 Batch  151/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9570, Loss: 0.0212
Epoch  37 Batch  152/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9485, Loss: 0.0304
Epoch  37 Batch  153/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9524, Loss: 0.0346
Epoch  37 Batch  154/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9574, Loss: 0.0232
Epoch  37 Batch  155/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9577, Loss: 0.0205
Epoch  37 Batch  156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0161
Epoch  37 Batch  157/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0180
Epoch  37 Batch  158/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9471, Loss: 0.0275
Epoch  37 Batch  159/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9478, Loss: 0.0217
Epoch  37 Batch  160/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  37 Batch  161/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9545, Loss: 0.0136
Epoch  37 Batch  162/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0279
Epoch  37 Batch  163/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9538, Loss: 0.0326
Epoch  37 Batch  164/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9538, Loss: 0.0282
Epoch  37 Batch  165/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0409
Epoch  37 Batch  166/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0242
Epoch  37 Batch  167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0184
Epoch  37 Batch  168/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0330
Epoch  37 Batch  169/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9485, Loss: 0.0237
Epoch  37 Batch  170/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9442, Loss: 0.0299
Epoch  37 Batch  171/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9513, Loss: 0.0194
Epoch  37 Batch  172/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0249
Epoch  37 Batch  173/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0259
Epoch  37 Batch  174/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9361, Loss: 0.0195
Epoch  37 Batch  175/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9315, Loss: 0.0341
Epoch  37 Batch  176/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9318, Loss: 0.0313
Epoch  37 Batch  177/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9329, Loss: 0.0255
Epoch  37 Batch  178/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9489, Loss: 0.0226
Epoch  37 Batch  179/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9563, Loss: 0.0249
Epoch  37 Batch  180/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0189
Epoch  37 Batch  181/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0275
Epoch  37 Batch  182/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0289
Epoch  37 Batch  183/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9517, Loss: 0.0267
Epoch  37 Batch  184/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0254
Epoch  37 Batch  185/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0292
Epoch  37 Batch  186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9517, Loss: 0.0290
Epoch  37 Batch  187/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0173
Epoch  37 Batch  188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9450, Loss: 0.0261
Epoch  37 Batch  189/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9450, Loss: 0.0196
Epoch  37 Batch  190/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9403, Loss: 0.0209
Epoch  37 Batch  191/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9418, Loss: 0.0185
Epoch  37 Batch  192/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9418, Loss: 0.0294
Epoch  37 Batch  193/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9403, Loss: 0.0203
Epoch  37 Batch  194/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9403, Loss: 0.0194
Epoch  37 Batch  195/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9364, Loss: 0.0206
Epoch  37 Batch  196/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9375, Loss: 0.0206
Epoch  37 Batch  197/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9531, Loss: 0.0249
Epoch  37 Batch  198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9499, Loss: 0.0262
Epoch  37 Batch  199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0217
Epoch  37 Batch  200/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9482, Loss: 0.0230
Epoch  37 Batch  201/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0256
Epoch  37 Batch  202/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9531, Loss: 0.0203
Epoch  37 Batch  203/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0244
Epoch  37 Batch  204/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9574, Loss: 0.0404
Epoch  37 Batch  205/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9574, Loss: 0.0319
Epoch  37 Batch  206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  37 Batch  207/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9570, Loss: 0.0244
Epoch  37 Batch  208/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9574, Loss: 0.0225
Epoch  37 Batch  209/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9620, Loss: 0.0227
Epoch  37 Batch  210/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0213
Epoch  37 Batch  211/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0214
Epoch  37 Batch  212/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9499, Loss: 0.0217
Epoch  37 Batch  213/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9542, Loss: 0.0221
Epoch  37 Batch  214/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0191
Epoch  37 Batch  215/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0257
Epoch  37 Batch  216/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9425, Loss: 0.0200
Epoch  37 Batch  217/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9371, Loss: 0.0210
Epoch  37 Batch  218/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9382, Loss: 0.0273
Epoch  37 Batch  219/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9382, Loss: 0.0171
Epoch  37 Batch  220/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9382, Loss: 0.0225
Epoch  37 Batch  221/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9478, Loss: 0.0241
Epoch  37 Batch  222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9474, Loss: 0.0223
Epoch  37 Batch  223/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0246
Epoch  37 Batch  224/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0210
Epoch  37 Batch  225/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0321
Epoch  37 Batch  226/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0216
Epoch  37 Batch  227/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9450, Loss: 0.0269
Epoch  37 Batch  228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9400, Loss: 0.0170
Epoch  37 Batch  229/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9347, Loss: 0.0208
Epoch  37 Batch  230/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9311, Loss: 0.0236
Epoch  37 Batch  231/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0270
Epoch  37 Batch  232/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9453, Loss: 0.0225
Epoch  37 Batch  233/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0251
Epoch  37 Batch  234/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9457, Loss: 0.0207
Epoch  37 Batch  235/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  37 Batch  236/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0241
Epoch  37 Batch  237/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9545, Loss: 0.0199
Epoch  37 Batch  238/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9535, Loss: 0.0230
Epoch  37 Batch  239/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0191
Epoch  37 Batch  240/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9531, Loss: 0.0167
Epoch  37 Batch  241/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9581, Loss: 0.0171
Epoch  37 Batch  242/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  37 Batch  243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0273
Epoch  37 Batch  244/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9517, Loss: 0.0222
Epoch  37 Batch  245/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0207
Epoch  37 Batch  246/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9549, Loss: 0.0236
Epoch  37 Batch  247/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9524, Loss: 0.0226
Epoch  37 Batch  248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0272
Epoch  37 Batch  249/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9478, Loss: 0.0180
Epoch  37 Batch  250/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9432, Loss: 0.0241
Epoch  37 Batch  251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9428, Loss: 0.0261
Epoch  37 Batch  252/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0272
Epoch  37 Batch  253/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9478, Loss: 0.0240
Epoch  37 Batch  254/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9478, Loss: 0.0273
Epoch  37 Batch  255/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0193
Epoch  37 Batch  256/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0411
Epoch  37 Batch  257/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9496, Loss: 0.0261
Epoch  37 Batch  258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0217
Epoch  37 Batch  259/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0176
Epoch  37 Batch  260/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  37 Batch  261/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0225
Epoch  37 Batch  262/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9446, Loss: 0.0185
Epoch  37 Batch  263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0191
Epoch  37 Batch  264/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9471, Loss: 0.0202
Epoch  37 Batch  265/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0202
Epoch  37 Batch  266/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9545, Loss: 0.0260
Epoch  37 Batch  267/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9538, Loss: 0.0224
Epoch  37 Batch  268/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0279
Epoch  37 Batch  269/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0275
Epoch  37 Batch  270/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9499, Loss: 0.0320
Epoch  37 Batch  271/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9560, Loss: 0.0199
Epoch  37 Batch  272/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0495
Epoch  37 Batch  273/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9609, Loss: 0.0207
Epoch  37 Batch  274/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9538, Loss: 0.0264
Epoch  37 Batch  275/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0209
Epoch  37 Batch  276/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9446, Loss: 0.0316
Epoch  37 Batch  277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9347, Loss: 0.0169
Epoch  37 Batch  278/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9489, Loss: 0.0296
Epoch  37 Batch  279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0227
Epoch  37 Batch  280/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9545, Loss: 0.0251
Epoch  37 Batch  281/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0228
Epoch  37 Batch  282/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9499, Loss: 0.0295
Epoch  37 Batch  283/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0227
Epoch  37 Batch  284/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9453, Loss: 0.0234
Epoch  37 Batch  285/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9446, Loss: 0.0232
Epoch  37 Batch  286/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9517, Loss: 0.0196
Epoch  37 Batch  287/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0336
Epoch  37 Batch  288/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0312
Epoch  37 Batch  289/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9513, Loss: 0.0183
Epoch  37 Batch  290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9517, Loss: 0.0375
Epoch  37 Batch  291/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9517, Loss: 0.0362
Epoch  37 Batch  292/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0225
Epoch  37 Batch  293/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0180
Epoch  37 Batch  294/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9524, Loss: 0.0247
Epoch  37 Batch  295/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0245
Epoch  37 Batch  296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0233
Epoch  37 Batch  297/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9556, Loss: 0.0263
Epoch  37 Batch  298/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9506, Loss: 0.0275
Epoch  37 Batch  299/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9439, Loss: 0.0234
Epoch  37 Batch  300/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9446, Loss: 0.0166
Epoch  37 Batch  301/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0221
Epoch  37 Batch  302/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0219
Epoch  37 Batch  303/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9478, Loss: 0.0315
Epoch  37 Batch  304/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9531, Loss: 0.0215
Epoch  37 Batch  305/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0208
Epoch  37 Batch  306/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0367
Epoch  37 Batch  307/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0220
Epoch  37 Batch  308/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9506, Loss: 0.0276
Epoch  37 Batch  309/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9457, Loss: 0.0170
Epoch  37 Batch  310/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9446, Loss: 0.0212
Epoch  37 Batch  311/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0192
Epoch  37 Batch  312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0265
Epoch  37 Batch  313/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  37 Batch  314/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0305
Epoch  37 Batch  315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9492, Loss: 0.0180
Epoch  37 Batch  316/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9471, Loss: 0.0245
Epoch  37 Batch  317/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9460, Loss: 0.0262
Epoch  37 Batch  318/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9513, Loss: 0.0188
Epoch  37 Batch  319/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0319
Epoch  37 Batch  320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0361
Epoch  37 Batch  321/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0201
Epoch  37 Batch  322/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9613, Loss: 0.0223
Epoch  37 Batch  323/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0221
Epoch  37 Batch  324/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9503, Loss: 0.0199
Epoch  37 Batch  325/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9513, Loss: 0.0234
Epoch  37 Batch  326/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0207
Epoch  37 Batch  327/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0305
Epoch  37 Batch  328/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0268
Epoch  37 Batch  329/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0239
Epoch  37 Batch  330/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9457, Loss: 0.0226
Epoch  37 Batch  331/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9435, Loss: 0.0229
Epoch  37 Batch  332/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9435, Loss: 0.0213
Epoch  37 Batch  333/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9414, Loss: 0.0192
Epoch  37 Batch  334/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9478, Loss: 0.0192
Epoch  37 Batch  335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9524, Loss: 0.0282
Epoch  37 Batch  336/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9577, Loss: 0.0613
Epoch  37 Batch  337/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0274
Epoch  37 Batch  338/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9549, Loss: 0.0297
Epoch  37 Batch  339/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9496, Loss: 0.0164
Epoch  37 Batch  340/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9496, Loss: 0.0223
Epoch  37 Batch  341/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0322
Epoch  37 Batch  342/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0190
Epoch  37 Batch  343/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9567, Loss: 0.0324
Epoch  37 Batch  344/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9517, Loss: 0.0278
Epoch  37 Batch  345/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9432, Loss: 0.0197
Epoch  37 Batch  346/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9442, Loss: 0.0261
Epoch  37 Batch  347/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9446, Loss: 0.0201
Epoch  37 Batch  348/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9396, Loss: 0.0216
Epoch  37 Batch  349/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0215
Epoch  37 Batch  350/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9400, Loss: 0.0198
Epoch  37 Batch  351/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9450, Loss: 0.0249
Epoch  37 Batch  352/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0183
Epoch  37 Batch  353/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9474, Loss: 0.0258
Epoch  37 Batch  354/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9418, Loss: 0.0254
Epoch  37 Batch  355/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9467, Loss: 0.0237
Epoch  37 Batch  356/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0236
Epoch  37 Batch  357/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0275
Epoch  37 Batch  358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9474, Loss: 0.0273
Epoch  37 Batch  359/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0238
Epoch  37 Batch  360/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9460, Loss: 0.0218
Epoch  37 Batch  361/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9460, Loss: 0.0174
Epoch  37 Batch  362/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9439, Loss: 0.0313
Epoch  37 Batch  363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0229
Epoch  37 Batch  364/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9439, Loss: 0.0363
Epoch  37 Batch  365/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0169
Epoch  37 Batch  366/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9407, Loss: 0.0177
Epoch  37 Batch  367/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9407, Loss: 0.0152
Epoch  37 Batch  368/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9407, Loss: 0.0199
Epoch  37 Batch  369/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0208
Epoch  37 Batch  370/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9485, Loss: 0.0227
Epoch  37 Batch  371/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9435, Loss: 0.0249
Epoch  37 Batch  372/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0171
Epoch  37 Batch  373/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9460, Loss: 0.0165
Epoch  37 Batch  374/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9411, Loss: 0.0260
Epoch  37 Batch  375/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9411, Loss: 0.0191
Epoch  37 Batch  376/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9421, Loss: 0.0363
Epoch  37 Batch  377/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0214
Epoch  37 Batch  378/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0173
Epoch  37 Batch  379/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9467, Loss: 0.0293
Epoch  37 Batch  380/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9471, Loss: 0.0183
Epoch  37 Batch  381/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9521, Loss: 0.0297
Epoch  37 Batch  382/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9521, Loss: 0.0336
Epoch  37 Batch  383/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  37 Batch  384/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9521, Loss: 0.0174
Epoch  37 Batch  385/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9474, Loss: 0.0196
Epoch  37 Batch  386/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9474, Loss: 0.0184
Epoch  37 Batch  387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0235
Epoch  37 Batch  388/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9467, Loss: 0.0307
Epoch  37 Batch  389/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9528, Loss: 0.0262
Epoch  37 Batch  390/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9474, Loss: 0.0329
Epoch  37 Batch  391/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9524, Loss: 0.0250
Epoch  37 Batch  392/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9471, Loss: 0.0319
Epoch  37 Batch  393/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0235
Epoch  37 Batch  394/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0198
Epoch  37 Batch  395/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9396, Loss: 0.0202
Epoch  37 Batch  396/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9396, Loss: 0.0248
Epoch  37 Batch  397/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9403, Loss: 0.0263
Epoch  37 Batch  398/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9403, Loss: 0.0237
Epoch  37 Batch  399/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9347, Loss: 0.0253
Epoch  37 Batch  400/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9347, Loss: 0.0232
Epoch  37 Batch  401/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9411, Loss: 0.0202
Epoch  37 Batch  402/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0187
Epoch  37 Batch  403/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9549, Loss: 0.0394
Epoch  37 Batch  404/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9545, Loss: 0.0249
Epoch  37 Batch  405/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9503, Loss: 0.0293
Epoch  37 Batch  406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9503, Loss: 0.0225
Epoch  37 Batch  407/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9506, Loss: 0.0233
Epoch  37 Batch  408/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0301
Epoch  37 Batch  409/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9418, Loss: 0.0248
Epoch  37 Batch  410/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9425, Loss: 0.0373
Epoch  37 Batch  411/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9425, Loss: 0.0213
Epoch  37 Batch  412/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  37 Batch  413/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0203
Epoch  37 Batch  414/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9524, Loss: 0.0225
Epoch  37 Batch  415/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0309
Epoch  37 Batch  416/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9474, Loss: 0.0223
Epoch  37 Batch  417/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0369
Epoch  37 Batch  418/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0199
Epoch  37 Batch  419/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0208
Epoch  37 Batch  420/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9478, Loss: 0.0176
Epoch  37 Batch  421/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9467, Loss: 0.0343
Epoch  37 Batch  422/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9482, Loss: 0.0221
Epoch  37 Batch  423/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0236
Epoch  37 Batch  424/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0225
Epoch  37 Batch  425/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9485, Loss: 0.0203
Epoch  37 Batch  426/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9425, Loss: 0.0294
Epoch  37 Batch  427/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9421, Loss: 0.0239
Epoch  37 Batch  428/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9421, Loss: 0.0195
Epoch  37 Batch  429/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9382, Loss: 0.0159
Epoch  37 Batch  430/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9386, Loss: 0.0196
Epoch  37 Batch  431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9467, Loss: 0.0194
Epoch  37 Batch  432/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9482, Loss: 0.0276
Epoch  37 Batch  433/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9482, Loss: 0.0286
Epoch  37 Batch  434/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0208
Epoch  37 Batch  435/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9386, Loss: 0.0275
Epoch  37 Batch  436/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9389, Loss: 0.0249
Epoch  37 Batch  437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9382, Loss: 0.0186
Epoch  37 Batch  438/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9382, Loss: 0.0259
Epoch  37 Batch  439/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9379, Loss: 0.0250
Epoch  37 Batch  440/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9407, Loss: 0.0258
Epoch  37 Batch  441/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9396, Loss: 0.0227
Epoch  37 Batch  442/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9357, Loss: 0.0271
Epoch  37 Batch  443/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9357, Loss: 0.0217
Epoch  37 Batch  444/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9361, Loss: 0.0247
Epoch  37 Batch  445/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9364, Loss: 0.0290
Epoch  37 Batch  446/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9389, Loss: 0.0174
Epoch  37 Batch  447/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0198
Epoch  37 Batch  448/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0289
Epoch  37 Batch  449/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0292
Epoch  37 Batch  450/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9464, Loss: 0.0276
Epoch  37 Batch  451/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9418, Loss: 0.0248
Epoch  37 Batch  452/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0203
Epoch  37 Batch  453/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0257
Epoch  37 Batch  454/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9414, Loss: 0.0362
Epoch  37 Batch  455/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9414, Loss: 0.0247
Epoch  37 Batch  456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9457, Loss: 0.0288
Epoch  37 Batch  457/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9499, Loss: 0.0185
Epoch  37 Batch  458/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9538, Loss: 0.0298
Epoch  37 Batch  459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0240
Epoch  37 Batch  460/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0243
Epoch  37 Batch  461/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9492, Loss: 0.0224
Epoch  37 Batch  462/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0247
Epoch  37 Batch  463/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0233
Epoch  37 Batch  464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9521, Loss: 0.0234
Epoch  37 Batch  465/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9496, Loss: 0.0333
Epoch  37 Batch  466/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  37 Batch  467/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9499, Loss: 0.0253
Epoch  37 Batch  468/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0227
Epoch  37 Batch  469/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0172
Epoch  37 Batch  470/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9407, Loss: 0.0238
Epoch  37 Batch  471/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9386, Loss: 0.0136
Epoch  37 Batch  472/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9407, Loss: 0.0201
Epoch  37 Batch  473/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9407, Loss: 0.0227
Epoch  37 Batch  474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9453, Loss: 0.0217
Epoch  37 Batch  475/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9403, Loss: 0.0259
Epoch  37 Batch  476/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9382, Loss: 0.0194
Epoch  37 Batch  477/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0254
Epoch  37 Batch  478/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  37 Batch  479/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9599, Loss: 0.0254
Epoch  37 Batch  480/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9503, Loss: 0.0222
Epoch  37 Batch  481/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9506, Loss: 0.0223
Epoch  37 Batch  482/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0231
Epoch  37 Batch  483/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9446, Loss: 0.0370
Epoch  37 Batch  484/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0284
Epoch  37 Batch  485/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9393, Loss: 0.0236
Epoch  37 Batch  486/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9371, Loss: 0.0213
Epoch  37 Batch  487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9336, Loss: 0.0199
Epoch  37 Batch  488/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9268, Loss: 0.0168
Epoch  37 Batch  489/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9276, Loss: 0.0225
Epoch  37 Batch  490/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9297, Loss: 0.0257
Epoch  37 Batch  491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9339, Loss: 0.0352
Epoch  37 Batch  492/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9407, Loss: 0.0323
Epoch  37 Batch  493/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9357, Loss: 0.0152
Epoch  37 Batch  494/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9233, Loss: 0.0177
Epoch  37 Batch  495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9237, Loss: 0.0197
Epoch  37 Batch  496/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9300, Loss: 0.0243
Epoch  37 Batch  497/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9332, Loss: 0.0254
Epoch  37 Batch  498/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9382, Loss: 0.0295
Epoch  37 Batch  499/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9386, Loss: 0.0248
Epoch  37 Batch  500/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9418, Loss: 0.0200
Epoch  37 Batch  501/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9368, Loss: 0.0197
Epoch  37 Batch  502/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9432, Loss: 0.0297
Epoch  37 Batch  503/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0213
Epoch  37 Batch  504/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0233
Epoch  37 Batch  505/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9524, Loss: 0.0196
Epoch  37 Batch  506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0273
Epoch  37 Batch  507/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  37 Batch  508/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0201
Epoch  37 Batch  509/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9446, Loss: 0.0333
Epoch  37 Batch  510/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9492, Loss: 0.0198
Epoch  37 Batch  511/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9474, Loss: 0.0224
Epoch  37 Batch  512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9496, Loss: 0.0162
Epoch  37 Batch  513/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9450, Loss: 0.0242
Epoch  37 Batch  514/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9499, Loss: 0.0241
Epoch  37 Batch  515/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9499, Loss: 0.0207
Epoch  37 Batch  516/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9542, Loss: 0.0229
Epoch  37 Batch  517/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9446, Loss: 0.0243
Epoch  37 Batch  518/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0223
Epoch  37 Batch  519/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9492, Loss: 0.0310
Epoch  37 Batch  520/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9446, Loss: 0.0174
Epoch  37 Batch  521/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9482, Loss: 0.0249
Epoch  37 Batch  522/1077 - Train Accuracy: 0.9145, Validation Accuracy: 0.9485, Loss: 0.0329
Epoch  37 Batch  523/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9343, Loss: 0.0237
Epoch  37 Batch  524/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9450, Loss: 0.0252
Epoch  37 Batch  525/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9446, Loss: 0.0222
Epoch  37 Batch  526/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9393, Loss: 0.0194
Epoch  37 Batch  527/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9446, Loss: 0.0248
Epoch  37 Batch  528/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9446, Loss: 0.0239
Epoch  37 Batch  529/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9450, Loss: 0.0228
Epoch  37 Batch  530/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9450, Loss: 0.0236
Epoch  37 Batch  531/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9499, Loss: 0.0256
Epoch  37 Batch  532/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9357, Loss: 0.0305
Epoch  37 Batch  533/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9407, Loss: 0.0184
Epoch  37 Batch  534/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0297
Epoch  37 Batch  535/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9453, Loss: 0.0238
Epoch  37 Batch  536/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9506, Loss: 0.0268
Epoch  37 Batch  537/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  37 Batch  538/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0212
Epoch  37 Batch  539/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0266
Epoch  37 Batch  540/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0156
Epoch  37 Batch  541/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9535, Loss: 0.0223
Epoch  37 Batch  542/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0239
Epoch  37 Batch  543/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9446, Loss: 0.0201
Epoch  37 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9396, Loss: 0.0139
Epoch  37 Batch  545/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0220
Epoch  37 Batch  546/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9354, Loss: 0.0279
Epoch  37 Batch  547/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9325, Loss: 0.0190
Epoch  37 Batch  548/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9297, Loss: 0.0270
Epoch  37 Batch  549/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9347, Loss: 0.0276
Epoch  37 Batch  550/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9357, Loss: 0.0228
Epoch  37 Batch  551/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9318, Loss: 0.0232
Epoch  37 Batch  552/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9371, Loss: 0.0256
Epoch  37 Batch  553/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0319
Epoch  37 Batch  554/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9485, Loss: 0.0196
Epoch  37 Batch  555/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9428, Loss: 0.0207
Epoch  37 Batch  556/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9428, Loss: 0.0158
Epoch  37 Batch  557/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9531, Loss: 0.0188
Epoch  37 Batch  558/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0156
Epoch  37 Batch  559/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9435, Loss: 0.0222
Epoch  37 Batch  560/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9482, Loss: 0.0230
Epoch  37 Batch  561/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0214
Epoch  37 Batch  562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0176
Epoch  37 Batch  563/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9450, Loss: 0.0245
Epoch  37 Batch  564/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9450, Loss: 0.0287
Epoch  37 Batch  565/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9474, Loss: 0.0336
Epoch  37 Batch  566/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9471, Loss: 0.0262
Epoch  37 Batch  567/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9442, Loss: 0.0250
Epoch  37 Batch  568/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9492, Loss: 0.0174
Epoch  37 Batch  569/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0253
Epoch  37 Batch  570/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9553, Loss: 0.0289
Epoch  37 Batch  571/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0206
Epoch  37 Batch  572/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9528, Loss: 0.0226
Epoch  37 Batch  573/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0346
Epoch  37 Batch  574/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9581, Loss: 0.0243
Epoch  37 Batch  575/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9538, Loss: 0.0199
Epoch  37 Batch  576/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9538, Loss: 0.0183
Epoch  37 Batch  577/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9538, Loss: 0.0247
Epoch  37 Batch  578/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0210
Epoch  37 Batch  579/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0245
Epoch  37 Batch  580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0190
Epoch  37 Batch  581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0171
Epoch  37 Batch  582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0208
Epoch  37 Batch  583/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9588, Loss: 0.0245
Epoch  37 Batch  584/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0248
Epoch  37 Batch  585/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0152
Epoch  37 Batch  586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  37 Batch  587/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0245
Epoch  37 Batch  588/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9570, Loss: 0.0206
Epoch  37 Batch  589/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9570, Loss: 0.0221
Epoch  37 Batch  590/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9570, Loss: 0.0231
Epoch  37 Batch  591/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9549, Loss: 0.0223
Epoch  37 Batch  592/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9549, Loss: 0.0207
Epoch  37 Batch  593/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9549, Loss: 0.0397
Epoch  37 Batch  594/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0280
Epoch  37 Batch  595/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0230
Epoch  37 Batch  596/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  37 Batch  597/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0240
Epoch  37 Batch  598/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9528, Loss: 0.0235
Epoch  37 Batch  599/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9485, Loss: 0.0405
Epoch  37 Batch  600/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9528, Loss: 0.0291
Epoch  37 Batch  601/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0255
Epoch  37 Batch  602/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0248
Epoch  37 Batch  603/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9624, Loss: 0.0257
Epoch  37 Batch  604/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9613, Loss: 0.0397
Epoch  37 Batch  605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0326
Epoch  37 Batch  606/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  37 Batch  607/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9560, Loss: 0.0306
Epoch  37 Batch  608/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9538, Loss: 0.0291
Epoch  37 Batch  609/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0323
Epoch  37 Batch  610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9496, Loss: 0.0306
Epoch  37 Batch  611/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0257
Epoch  37 Batch  612/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9435, Loss: 0.0189
Epoch  37 Batch  613/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9407, Loss: 0.0281
Epoch  37 Batch  614/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0228
Epoch  37 Batch  615/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0196
Epoch  37 Batch  616/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9435, Loss: 0.0238
Epoch  37 Batch  617/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9435, Loss: 0.0213
Epoch  37 Batch  618/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0237
Epoch  37 Batch  619/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9538, Loss: 0.0215
Epoch  37 Batch  620/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0206
Epoch  37 Batch  621/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0283
Epoch  37 Batch  622/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9556, Loss: 0.0313
Epoch  37 Batch  623/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9524, Loss: 0.0316
Epoch  37 Batch  624/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0260
Epoch  37 Batch  625/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0238
Epoch  37 Batch  626/1077 - Train Accuracy: 0.9538, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  37 Batch  627/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9446, Loss: 0.0247
Epoch  37 Batch  628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9538, Loss: 0.0270
Epoch  37 Batch  629/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9538, Loss: 0.0313
Epoch  37 Batch  630/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9538, Loss: 0.0247
Epoch  37 Batch  631/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9538, Loss: 0.0259
Epoch  37 Batch  632/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0188
Epoch  37 Batch  633/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9592, Loss: 0.0226
Epoch  37 Batch  634/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9588, Loss: 0.0190
Epoch  37 Batch  635/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9592, Loss: 0.0258
Epoch  37 Batch  636/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9641, Loss: 0.0233
Epoch  37 Batch  637/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9641, Loss: 0.0229
Epoch  37 Batch  638/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9599, Loss: 0.0208
Epoch  37 Batch  639/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0267
Epoch  37 Batch  640/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  37 Batch  641/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0223
Epoch  37 Batch  642/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9670, Loss: 0.0212
Epoch  37 Batch  643/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9666, Loss: 0.0163
Epoch  37 Batch  644/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9666, Loss: 0.0208
Epoch  37 Batch  645/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9663, Loss: 0.0282
Epoch  37 Batch  646/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0233
Epoch  37 Batch  647/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0288
Epoch  37 Batch  648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0204
Epoch  37 Batch  649/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9531, Loss: 0.0193
Epoch  37 Batch  650/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9482, Loss: 0.0197
Epoch  37 Batch  651/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9485, Loss: 0.0213
Epoch  37 Batch  652/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9489, Loss: 0.0199
Epoch  37 Batch  653/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0290
Epoch  37 Batch  654/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0241
Epoch  37 Batch  655/1077 - Train Accuracy: 0.9352, Validation Accuracy: 0.9489, Loss: 0.0295
Epoch  37 Batch  656/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9521, Loss: 0.0218
Epoch  37 Batch  657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9485, Loss: 0.0240
Epoch  37 Batch  658/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0150
Epoch  37 Batch  659/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0226
Epoch  37 Batch  660/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9446, Loss: 0.0156
Epoch  37 Batch  661/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9478, Loss: 0.0211
Epoch  37 Batch  662/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9531, Loss: 0.0201
Epoch  37 Batch  663/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9524, Loss: 0.0170
Epoch  37 Batch  664/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0265
Epoch  37 Batch  665/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9425, Loss: 0.0173
Epoch  37 Batch  666/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0290
Epoch  37 Batch  667/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9329, Loss: 0.0286
Epoch  37 Batch  668/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9425, Loss: 0.0214
Epoch  37 Batch  669/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9435, Loss: 0.0177
Epoch  37 Batch  670/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0189
Epoch  37 Batch  671/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9588, Loss: 0.0247
Epoch  37 Batch  672/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9489, Loss: 0.0201
Epoch  37 Batch  673/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9489, Loss: 0.0250
Epoch  37 Batch  674/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9467, Loss: 0.0209
Epoch  37 Batch  675/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9517, Loss: 0.0245
Epoch  37 Batch  676/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  37 Batch  677/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0292
Epoch  37 Batch  678/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9379, Loss: 0.0164
Epoch  37 Batch  679/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9375, Loss: 0.0175
Epoch  37 Batch  680/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9428, Loss: 0.0260
Epoch  37 Batch  681/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9478, Loss: 0.0246
Epoch  37 Batch  682/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9428, Loss: 0.0205
Epoch  37 Batch  683/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9482, Loss: 0.0210
Epoch  37 Batch  684/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0221
Epoch  37 Batch  685/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9478, Loss: 0.0272
Epoch  37 Batch  686/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9474, Loss: 0.0232
Epoch  37 Batch  687/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0225
Epoch  37 Batch  688/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0182
Epoch  37 Batch  689/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9563, Loss: 0.0178
Epoch  37 Batch  690/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9574, Loss: 0.0245
Epoch  37 Batch  691/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9577, Loss: 0.0252
Epoch  37 Batch  692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9631, Loss: 0.0253
Epoch  37 Batch  693/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9634, Loss: 0.0311
Epoch  37 Batch  694/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0178
Epoch  37 Batch  695/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0214
Epoch  37 Batch  696/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9631, Loss: 0.0201
Epoch  37 Batch  697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9677, Loss: 0.0264
Epoch  37 Batch  698/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0215
Epoch  37 Batch  699/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9677, Loss: 0.0194
Epoch  37 Batch  700/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0205
Epoch  37 Batch  701/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9673, Loss: 0.0207
Epoch  37 Batch  702/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9673, Loss: 0.0351
Epoch  37 Batch  703/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0218
Epoch  37 Batch  704/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9673, Loss: 0.0352
Epoch  37 Batch  705/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9585, Loss: 0.0277
Epoch  37 Batch  706/1077 - Train Accuracy: 0.9237, Validation Accuracy: 0.9570, Loss: 0.0426
Epoch  37 Batch  707/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9585, Loss: 0.0285
Epoch  37 Batch  708/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9585, Loss: 0.0241
Epoch  37 Batch  709/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9556, Loss: 0.0242
Epoch  37 Batch  710/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0141
Epoch  37 Batch  711/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9506, Loss: 0.0282
Epoch  37 Batch  712/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9442, Loss: 0.0197
Epoch  37 Batch  713/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9393, Loss: 0.0197
Epoch  37 Batch  714/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9425, Loss: 0.0236
Epoch  37 Batch  715/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9389, Loss: 0.0236
Epoch  37 Batch  716/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9389, Loss: 0.0191
Epoch  37 Batch  717/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9393, Loss: 0.0198
Epoch  37 Batch  718/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9350, Loss: 0.0229
Epoch  37 Batch  719/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9414, Loss: 0.0258
Epoch  37 Batch  720/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9503, Loss: 0.0236
Epoch  37 Batch  721/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0231
Epoch  37 Batch  722/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0197
Epoch  37 Batch  723/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9467, Loss: 0.0247
Epoch  37 Batch  724/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9421, Loss: 0.0241
Epoch  37 Batch  725/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  37 Batch  726/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9471, Loss: 0.0181
Epoch  37 Batch  727/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0168
Epoch  37 Batch  728/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9513, Loss: 0.0280
Epoch  37 Batch  729/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9418, Loss: 0.0309
Epoch  37 Batch  730/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9414, Loss: 0.0296
Epoch  37 Batch  731/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9414, Loss: 0.0232
Epoch  37 Batch  732/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9414, Loss: 0.0277
Epoch  37 Batch  733/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9467, Loss: 0.0255
Epoch  37 Batch  734/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9553, Loss: 0.0185
Epoch  37 Batch  735/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0158
Epoch  37 Batch  736/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9496, Loss: 0.0233
Epoch  37 Batch  737/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0236
Epoch  37 Batch  738/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9467, Loss: 0.0169
Epoch  37 Batch  739/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0178
Epoch  37 Batch  740/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0160
Epoch  37 Batch  741/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0299
Epoch  37 Batch  742/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9542, Loss: 0.0206
Epoch  37 Batch  743/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0218
Epoch  37 Batch  744/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0258
Epoch  37 Batch  745/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9485, Loss: 0.0257
Epoch  37 Batch  746/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9485, Loss: 0.0244
Epoch  37 Batch  747/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0162
Epoch  37 Batch  748/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0197
Epoch  37 Batch  749/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  37 Batch  750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0233
Epoch  37 Batch  751/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0253
Epoch  37 Batch  752/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9545, Loss: 0.0242
Epoch  37 Batch  753/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  37 Batch  754/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0273
Epoch  37 Batch  755/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9478, Loss: 0.0270
Epoch  37 Batch  756/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0226
Epoch  37 Batch  757/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9524, Loss: 0.0207
Epoch  37 Batch  758/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  37 Batch  759/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0220
Epoch  37 Batch  760/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0236
Epoch  37 Batch  761/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0210
Epoch  37 Batch  762/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9535, Loss: 0.0224
Epoch  37 Batch  763/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0250
Epoch  37 Batch  764/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9489, Loss: 0.0192
Epoch  37 Batch  765/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9489, Loss: 0.0292
Epoch  37 Batch  766/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0267
Epoch  37 Batch  767/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0251
Epoch  37 Batch  768/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0209
Epoch  37 Batch  769/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9592, Loss: 0.0239
Epoch  37 Batch  770/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0216
Epoch  37 Batch  771/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0229
Epoch  37 Batch  772/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9581, Loss: 0.0210
Epoch  37 Batch  773/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0179
Epoch  37 Batch  774/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0199
Epoch  37 Batch  775/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9588, Loss: 0.0197
Epoch  37 Batch  776/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9545, Loss: 0.0227
Epoch  37 Batch  777/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  37 Batch  778/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9602, Loss: 0.0214
Epoch  37 Batch  779/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0209
Epoch  37 Batch  780/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9656, Loss: 0.0289
Epoch  37 Batch  781/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9652, Loss: 0.0214
Epoch  37 Batch  782/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9652, Loss: 0.0241
Epoch  37 Batch  783/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9581, Loss: 0.0243
Epoch  37 Batch  784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0156
Epoch  37 Batch  785/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0182
Epoch  37 Batch  786/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0186
Epoch  37 Batch  787/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9656, Loss: 0.0206
Epoch  37 Batch  788/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9606, Loss: 0.0199
Epoch  37 Batch  789/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9631, Loss: 0.0264
Epoch  37 Batch  790/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9631, Loss: 0.0252
Epoch  37 Batch  791/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9652, Loss: 0.0254
Epoch  37 Batch  792/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0223
Epoch  37 Batch  793/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0243
Epoch  37 Batch  794/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0181
Epoch  37 Batch  795/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0275
Epoch  37 Batch  796/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0225
Epoch  37 Batch  797/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0250
Epoch  37 Batch  798/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9602, Loss: 0.0207
Epoch  37 Batch  799/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9563, Loss: 0.0323
Epoch  37 Batch  800/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9553, Loss: 0.0206
Epoch  37 Batch  801/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  37 Batch  802/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9609, Loss: 0.0282
Epoch  37 Batch  803/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0187
Epoch  37 Batch  804/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9442, Loss: 0.0146
Epoch  37 Batch  805/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0237
Epoch  37 Batch  806/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9496, Loss: 0.0216
Epoch  37 Batch  807/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9425, Loss: 0.0161
Epoch  37 Batch  808/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0350
Epoch  37 Batch  809/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9382, Loss: 0.0361
Epoch  37 Batch  810/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9382, Loss: 0.0201
Epoch  37 Batch  811/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9379, Loss: 0.0253
Epoch  37 Batch  812/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0228
Epoch  37 Batch  813/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9513, Loss: 0.0261
Epoch  37 Batch  814/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9542, Loss: 0.0234
Epoch  37 Batch  815/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0297
Epoch  37 Batch  816/1077 - Train Accuracy: 0.9947, Validation Accuracy: 0.9542, Loss: 0.0189
Epoch  37 Batch  817/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0223
Epoch  37 Batch  818/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9627, Loss: 0.0264
Epoch  37 Batch  819/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0239
Epoch  37 Batch  820/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0280
Epoch  37 Batch  821/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9595, Loss: 0.0225
Epoch  37 Batch  822/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0218
Epoch  37 Batch  823/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0252
Epoch  37 Batch  824/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0246
Epoch  37 Batch  825/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0175
Epoch  37 Batch  826/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9599, Loss: 0.0179
Epoch  37 Batch  827/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0275
Epoch  37 Batch  828/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0193
Epoch  37 Batch  829/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0307
Epoch  37 Batch  830/1077 - Train Accuracy: 0.9199, Validation Accuracy: 0.9489, Loss: 0.0278
Epoch  37 Batch  831/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9489, Loss: 0.0247
Epoch  37 Batch  832/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0202
Epoch  37 Batch  833/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9627, Loss: 0.0289
Epoch  37 Batch  834/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9627, Loss: 0.0291
Epoch  37 Batch  835/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0224
Epoch  37 Batch  836/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9563, Loss: 0.0213
Epoch  37 Batch  837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9588, Loss: 0.0339
Epoch  37 Batch  838/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0207
Epoch  37 Batch  839/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0170
Epoch  37 Batch  840/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9496, Loss: 0.0228
Epoch  37 Batch  841/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9474, Loss: 0.0376
Epoch  37 Batch  842/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0171
Epoch  37 Batch  843/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9528, Loss: 0.0211
Epoch  37 Batch  844/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9528, Loss: 0.0225
Epoch  37 Batch  845/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9620, Loss: 0.0217
Epoch  37 Batch  846/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9535, Loss: 0.0337
Epoch  37 Batch  847/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0261
Epoch  37 Batch  848/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0234
Epoch  37 Batch  849/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0148
Epoch  37 Batch  850/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9503, Loss: 0.0342
Epoch  37 Batch  851/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0329
Epoch  37 Batch  852/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9563, Loss: 0.0358
Epoch  37 Batch  853/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0230
Epoch  37 Batch  854/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9570, Loss: 0.0268
Epoch  37 Batch  855/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9467, Loss: 0.0277
Epoch  37 Batch  856/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0237
Epoch  37 Batch  857/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0211
Epoch  37 Batch  858/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9467, Loss: 0.0183
Epoch  37 Batch  859/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0215
Epoch  37 Batch  860/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9496, Loss: 0.0239
Epoch  37 Batch  861/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9446, Loss: 0.0212
Epoch  37 Batch  862/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0296
Epoch  37 Batch  863/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0217
Epoch  37 Batch  864/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9492, Loss: 0.0236
Epoch  37 Batch  865/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9492, Loss: 0.0218
Epoch  37 Batch  866/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9496, Loss: 0.0270
Epoch  37 Batch  867/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0625
Epoch  37 Batch  868/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0251
Epoch  37 Batch  869/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9585, Loss: 0.0230
Epoch  37 Batch  870/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9577, Loss: 0.0185
Epoch  37 Batch  871/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  37 Batch  872/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0258
Epoch  37 Batch  873/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9474, Loss: 0.0228
Epoch  37 Batch  874/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9482, Loss: 0.0261
Epoch  37 Batch  875/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0212
Epoch  37 Batch  876/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9421, Loss: 0.0210
Epoch  37 Batch  877/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0209
Epoch  37 Batch  878/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0186
Epoch  37 Batch  879/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9513, Loss: 0.0160
Epoch  37 Batch  880/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0250
Epoch  37 Batch  881/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0210
Epoch  37 Batch  882/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0195
Epoch  37 Batch  883/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9560, Loss: 0.0357
Epoch  37 Batch  884/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0261
Epoch  37 Batch  885/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0175
Epoch  37 Batch  886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9609, Loss: 0.0213
Epoch  37 Batch  887/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9609, Loss: 0.0258
Epoch  37 Batch  888/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9602, Loss: 0.0224
Epoch  37 Batch  889/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0275
Epoch  37 Batch  890/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0228
Epoch  37 Batch  891/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  37 Batch  892/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9510, Loss: 0.0207
Epoch  37 Batch  893/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0187
Epoch  37 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9467, Loss: 0.0169
Epoch  37 Batch  895/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0189
Epoch  37 Batch  896/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9513, Loss: 0.0249
Epoch  37 Batch  897/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9517, Loss: 0.0175
Epoch  37 Batch  898/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9588, Loss: 0.0214
Epoch  37 Batch  899/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0278
Epoch  37 Batch  900/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0254
Epoch  37 Batch  901/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9585, Loss: 0.0349
Epoch  37 Batch  902/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9585, Loss: 0.0286
Epoch  37 Batch  903/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0220
Epoch  37 Batch  904/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9588, Loss: 0.0215
Epoch  37 Batch  905/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0173
Epoch  37 Batch  906/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0265
Epoch  37 Batch  907/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9624, Loss: 0.0259
Epoch  37 Batch  908/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  37 Batch  909/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9627, Loss: 0.0299
Epoch  37 Batch  910/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9556, Loss: 0.0264
Epoch  37 Batch  911/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0340
Epoch  37 Batch  912/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0245
Epoch  37 Batch  913/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0300
Epoch  37 Batch  914/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0529
Epoch  37 Batch  915/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9673, Loss: 0.0210
Epoch  37 Batch  916/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9719, Loss: 0.0227
Epoch  37 Batch  917/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9723, Loss: 0.0225
Epoch  37 Batch  918/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9677, Loss: 0.0222
Epoch  37 Batch  919/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0183
Epoch  37 Batch  920/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9673, Loss: 0.0207
Epoch  37 Batch  921/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9673, Loss: 0.0256
Epoch  37 Batch  922/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9602, Loss: 0.0230
Epoch  37 Batch  923/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0140
Epoch  37 Batch  924/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9599, Loss: 0.0317
Epoch  37 Batch  925/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9599, Loss: 0.0182
Epoch  37 Batch  926/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0234
Epoch  37 Batch  927/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0269
Epoch  37 Batch  928/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9648, Loss: 0.0221
Epoch  37 Batch  929/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0212
Epoch  37 Batch  930/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0160
Epoch  37 Batch  931/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0207
Epoch  37 Batch  932/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9592, Loss: 0.0203
Epoch  37 Batch  933/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9538, Loss: 0.0195
Epoch  37 Batch  934/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9538, Loss: 0.0184
Epoch  37 Batch  935/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9538, Loss: 0.0197
Epoch  37 Batch  936/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0281
Epoch  37 Batch  937/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9581, Loss: 0.0382
Epoch  37 Batch  938/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0272
Epoch  37 Batch  939/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0277
Epoch  37 Batch  940/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9698, Loss: 0.0206
Epoch  37 Batch  941/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0215
Epoch  37 Batch  942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0258
Epoch  37 Batch  943/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9574, Loss: 0.0184
Epoch  37 Batch  944/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0235
Epoch  37 Batch  945/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  37 Batch  946/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9513, Loss: 0.0157
Epoch  37 Batch  947/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9560, Loss: 0.0301
Epoch  37 Batch  948/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0223
Epoch  37 Batch  949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9453, Loss: 0.0202
Epoch  37 Batch  950/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9432, Loss: 0.0209
Epoch  37 Batch  951/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9428, Loss: 0.0232
Epoch  37 Batch  952/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9478, Loss: 0.0144
Epoch  37 Batch  953/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0192
Epoch  37 Batch  954/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0267
Epoch  37 Batch  955/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0251
Epoch  37 Batch  956/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9606, Loss: 0.0248
Epoch  37 Batch  957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  37 Batch  958/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0220
Epoch  37 Batch  959/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0255
Epoch  37 Batch  960/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9542, Loss: 0.0216
Epoch  37 Batch  961/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0179
Epoch  37 Batch  962/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9585, Loss: 0.0290
Epoch  37 Batch  963/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0289
Epoch  37 Batch  964/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  37 Batch  965/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9499, Loss: 0.0324
Epoch  37 Batch  966/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9457, Loss: 0.0211
Epoch  37 Batch  967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9453, Loss: 0.0262
Epoch  37 Batch  968/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9450, Loss: 0.0318
Epoch  37 Batch  969/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9538, Loss: 0.0304
Epoch  37 Batch  970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0234
Epoch  37 Batch  971/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0302
Epoch  37 Batch  972/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9545, Loss: 0.0246
Epoch  37 Batch  973/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9556, Loss: 0.0182
Epoch  37 Batch  974/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0195
Epoch  37 Batch  975/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9489, Loss: 0.0210
Epoch  37 Batch  976/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0169
Epoch  37 Batch  977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9588, Loss: 0.0177
Epoch  37 Batch  978/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9531, Loss: 0.0232
Epoch  37 Batch  979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9428, Loss: 0.0203
Epoch  37 Batch  980/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9503, Loss: 0.0247
Epoch  37 Batch  981/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9503, Loss: 0.0260
Epoch  37 Batch  982/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0244
Epoch  37 Batch  983/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9482, Loss: 0.0216
Epoch  37 Batch  984/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9435, Loss: 0.0257
Epoch  37 Batch  985/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9435, Loss: 0.0174
Epoch  37 Batch  986/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0219
Epoch  37 Batch  987/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9439, Loss: 0.0187
Epoch  37 Batch  988/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9322, Loss: 0.0273
Epoch  37 Batch  989/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9322, Loss: 0.0245
Epoch  37 Batch  990/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9375, Loss: 0.0281
Epoch  37 Batch  991/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9379, Loss: 0.0186
Epoch  37 Batch  992/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9375, Loss: 0.0249
Epoch  37 Batch  993/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0171
Epoch  37 Batch  994/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0202
Epoch  37 Batch  995/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0203
Epoch  37 Batch  996/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0242
Epoch  37 Batch  997/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9421, Loss: 0.0257
Epoch  37 Batch  998/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0187
Epoch  37 Batch  999/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9389, Loss: 0.0233
Epoch  37 Batch 1000/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9389, Loss: 0.0231
Epoch  37 Batch 1001/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9389, Loss: 0.0171
Epoch  37 Batch 1002/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9386, Loss: 0.0168
Epoch  37 Batch 1003/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9386, Loss: 0.0214
Epoch  37 Batch 1004/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0190
Epoch  37 Batch 1005/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0220
Epoch  37 Batch 1006/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9432, Loss: 0.0212
Epoch  37 Batch 1007/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9389, Loss: 0.0202
Epoch  37 Batch 1008/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9453, Loss: 0.0233
Epoch  37 Batch 1009/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9478, Loss: 0.0149
Epoch  37 Batch 1010/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  37 Batch 1011/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0198
Epoch  37 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9474, Loss: 0.0184
Epoch  37 Batch 1013/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9478, Loss: 0.0153
Epoch  37 Batch 1014/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9482, Loss: 0.0197
Epoch  37 Batch 1015/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9482, Loss: 0.0329
Epoch  37 Batch 1016/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0214
Epoch  37 Batch 1017/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9503, Loss: 0.0190
Epoch  37 Batch 1018/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9549, Loss: 0.0265
Epoch  37 Batch 1019/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9549, Loss: 0.0325
Epoch  37 Batch 1020/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9549, Loss: 0.0183
Epoch  37 Batch 1021/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9542, Loss: 0.0224
Epoch  37 Batch 1022/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9545, Loss: 0.0216
Epoch  37 Batch 1023/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0232
Epoch  37 Batch 1024/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0277
Epoch  37 Batch 1025/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9535, Loss: 0.0239
Epoch  37 Batch 1026/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9478, Loss: 0.0255
Epoch  37 Batch 1027/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0190
Epoch  37 Batch 1028/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0231
Epoch  37 Batch 1029/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9524, Loss: 0.0213
Epoch  37 Batch 1030/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9574, Loss: 0.0195
Epoch  37 Batch 1031/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0284
Epoch  37 Batch 1032/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9528, Loss: 0.0294
Epoch  37 Batch 1033/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9528, Loss: 0.0233
Epoch  37 Batch 1034/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0217
Epoch  37 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0158
Epoch  37 Batch 1036/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9474, Loss: 0.0270
Epoch  37 Batch 1037/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9510, Loss: 0.0246
Epoch  37 Batch 1038/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9567, Loss: 0.0323
Epoch  37 Batch 1039/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9478, Loss: 0.0221
Epoch  37 Batch 1040/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9485, Loss: 0.0223
Epoch  37 Batch 1041/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0322
Epoch  37 Batch 1042/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9485, Loss: 0.0196
Epoch  37 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0327
Epoch  37 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0204
Epoch  37 Batch 1045/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0249
Epoch  37 Batch 1046/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9538, Loss: 0.0170
Epoch  37 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9471, Loss: 0.0160
Epoch  37 Batch 1048/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9407, Loss: 0.0293
Epoch  37 Batch 1049/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9364, Loss: 0.0274
Epoch  37 Batch 1050/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9496, Loss: 0.0151
Epoch  37 Batch 1051/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9542, Loss: 0.0270
Epoch  37 Batch 1052/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  37 Batch 1053/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0256
Epoch  37 Batch 1054/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0225
Epoch  37 Batch 1055/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9659, Loss: 0.0284
Epoch  37 Batch 1056/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0158
Epoch  37 Batch 1057/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9560, Loss: 0.0250
Epoch  37 Batch 1058/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0255
Epoch  37 Batch 1059/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9531, Loss: 0.0273
Epoch  37 Batch 1060/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9531, Loss: 0.0179
Epoch  37 Batch 1061/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9553, Loss: 0.0368
Epoch  37 Batch 1062/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9531, Loss: 0.0257
Epoch  37 Batch 1063/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9535, Loss: 0.0298
Epoch  37 Batch 1064/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0211
Epoch  37 Batch 1065/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0253
Epoch  37 Batch 1066/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9499, Loss: 0.0183
Epoch  37 Batch 1067/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9453, Loss: 0.0217
Epoch  37 Batch 1068/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9453, Loss: 0.0160
Epoch  37 Batch 1069/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0178
Epoch  37 Batch 1070/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0200
Epoch  37 Batch 1071/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0246
Epoch  37 Batch 1072/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9513, Loss: 0.0243
Epoch  37 Batch 1073/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0229
Epoch  37 Batch 1074/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0300
Epoch  37 Batch 1075/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9521, Loss: 0.0285
Epoch  38 Batch    1/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0169
Epoch  38 Batch    2/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9517, Loss: 0.0231
Epoch  38 Batch    3/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0290
Epoch  38 Batch    4/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0182
Epoch  38 Batch    5/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9485, Loss: 0.0323
Epoch  38 Batch    6/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9510, Loss: 0.0202
Epoch  38 Batch    7/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0247
Epoch  38 Batch    8/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0195
Epoch  38 Batch    9/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0240
Epoch  38 Batch   10/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9616, Loss: 0.0246
Epoch  38 Batch   11/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9574, Loss: 0.0320
Epoch  38 Batch   12/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0168
Epoch  38 Batch   13/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0301
Epoch  38 Batch   14/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9602, Loss: 0.0184
Epoch  38 Batch   15/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0176
Epoch  38 Batch   16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9606, Loss: 0.0234
Epoch  38 Batch   17/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0184
Epoch  38 Batch   18/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0184
Epoch  38 Batch   19/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0190
Epoch  38 Batch   20/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9524, Loss: 0.0193
Epoch  38 Batch   21/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9599, Loss: 0.0285
Epoch  38 Batch   22/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9471, Loss: 0.0242
Epoch  38 Batch   23/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9396, Loss: 0.0172
Epoch  38 Batch   24/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9396, Loss: 0.0271
Epoch  38 Batch   25/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9389, Loss: 0.0170
Epoch  38 Batch   26/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9389, Loss: 0.0298
Epoch  38 Batch   27/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9471, Loss: 0.0155
Epoch  38 Batch   28/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0228
Epoch  38 Batch   29/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0208
Epoch  38 Batch   30/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9549, Loss: 0.0194
Epoch  38 Batch   31/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9542, Loss: 0.0230
Epoch  38 Batch   32/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0177
Epoch  38 Batch   33/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0155
Epoch  38 Batch   34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0275
Epoch  38 Batch   35/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0239
Epoch  38 Batch   36/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9613, Loss: 0.0208
Epoch  38 Batch   37/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0233
Epoch  38 Batch   38/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9538, Loss: 0.0293
Epoch  38 Batch   39/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9545, Loss: 0.0313
Epoch  38 Batch   40/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0169
Epoch  38 Batch   41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9474, Loss: 0.0205
Epoch  38 Batch   42/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0298
Epoch  38 Batch   43/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9421, Loss: 0.0145
Epoch  38 Batch   44/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9421, Loss: 0.0160
Epoch  38 Batch   45/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9425, Loss: 0.0238
Epoch  38 Batch   46/1077 - Train Accuracy: 0.9326, Validation Accuracy: 0.9414, Loss: 0.0300
Epoch  38 Batch   47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9407, Loss: 0.0223
Epoch  38 Batch   48/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0270
Epoch  38 Batch   49/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0298
Epoch  38 Batch   50/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0200
Epoch  38 Batch   51/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0222
Epoch  38 Batch   52/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0287
Epoch  38 Batch   53/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  38 Batch   54/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9485, Loss: 0.0425
Epoch  38 Batch   55/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9489, Loss: 0.0186
Epoch  38 Batch   56/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0176
Epoch  38 Batch   57/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9439, Loss: 0.0289
Epoch  38 Batch   58/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0223
Epoch  38 Batch   59/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9347, Loss: 0.0273
Epoch  38 Batch   60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9375, Loss: 0.0173
Epoch  38 Batch   61/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9350, Loss: 0.0269
Epoch  38 Batch   62/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0250
Epoch  38 Batch   63/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9471, Loss: 0.0178
Epoch  38 Batch   64/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0194
Epoch  38 Batch   65/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9421, Loss: 0.0221
Epoch  38 Batch   66/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9403, Loss: 0.0126
Epoch  38 Batch   67/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9371, Loss: 0.0241
Epoch  38 Batch   68/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9453, Loss: 0.0277
Epoch  38 Batch   69/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9485, Loss: 0.0320
Epoch  38 Batch   70/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9503, Loss: 0.0298
Epoch  38 Batch   71/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9549, Loss: 0.0149
Epoch  38 Batch   72/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0223
Epoch  38 Batch   73/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9506, Loss: 0.0224
Epoch  38 Batch   74/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  38 Batch   75/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9496, Loss: 0.0305
Epoch  38 Batch   76/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0185
Epoch  38 Batch   77/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9453, Loss: 0.0231
Epoch  38 Batch   78/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  38 Batch   79/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9400, Loss: 0.0201
Epoch  38 Batch   80/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0205
Epoch  38 Batch   81/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0186
Epoch  38 Batch   82/1077 - Train Accuracy: 0.9553, Validation Accuracy: 0.9432, Loss: 0.0242
Epoch  38 Batch   83/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9563, Loss: 0.0180
Epoch  38 Batch   84/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0180
Epoch  38 Batch   85/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9609, Loss: 0.0194
Epoch  38 Batch   86/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0206
Epoch  38 Batch   87/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9595, Loss: 0.0283
Epoch  38 Batch   88/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9545, Loss: 0.0277
Epoch  38 Batch   89/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9673, Loss: 0.0226
Epoch  38 Batch   90/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9723, Loss: 0.0184
Epoch  38 Batch   91/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0200
Epoch  38 Batch   92/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0216
Epoch  38 Batch   93/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9453, Loss: 0.0237
Epoch  38 Batch   94/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9453, Loss: 0.0202
Epoch  38 Batch   95/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9474, Loss: 0.0263
Epoch  38 Batch   96/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9474, Loss: 0.0236
Epoch  38 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9492, Loss: 0.0277
Epoch  38 Batch   98/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9485, Loss: 0.0260
Epoch  38 Batch   99/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9450, Loss: 0.0195
Epoch  38 Batch  100/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9467, Loss: 0.0212
Epoch  38 Batch  101/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0232
Epoch  38 Batch  102/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9453, Loss: 0.0155
Epoch  38 Batch  103/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9503, Loss: 0.0293
Epoch  38 Batch  104/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9616, Loss: 0.0232
Epoch  38 Batch  105/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0185
Epoch  38 Batch  106/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9418, Loss: 0.0229
Epoch  38 Batch  107/1077 - Train Accuracy: 0.9282, Validation Accuracy: 0.9425, Loss: 0.0211
Epoch  38 Batch  108/1077 - Train Accuracy: 0.9389, Validation Accuracy: 0.9471, Loss: 0.0330
Epoch  38 Batch  109/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0270
Epoch  38 Batch  110/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0185
Epoch  38 Batch  111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0199
Epoch  38 Batch  112/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0173
Epoch  38 Batch  113/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9471, Loss: 0.0276
Epoch  38 Batch  114/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9471, Loss: 0.0179
Epoch  38 Batch  115/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9478, Loss: 0.0245
Epoch  38 Batch  116/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9521, Loss: 0.0353
Epoch  38 Batch  117/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0223
Epoch  38 Batch  118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9624, Loss: 0.0211
Epoch  38 Batch  119/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0136
Epoch  38 Batch  120/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9624, Loss: 0.0227
Epoch  38 Batch  121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0234
Epoch  38 Batch  122/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0190
Epoch  38 Batch  123/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  38 Batch  124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0201
Epoch  38 Batch  125/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9489, Loss: 0.0349
Epoch  38 Batch  126/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9553, Loss: 0.0262
Epoch  38 Batch  127/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9570, Loss: 0.0206
Epoch  38 Batch  128/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0211
Epoch  38 Batch  129/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9482, Loss: 0.0297
Epoch  38 Batch  130/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9432, Loss: 0.0210
Epoch  38 Batch  131/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0256
Epoch  38 Batch  132/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0185
Epoch  38 Batch  133/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9435, Loss: 0.0170
Epoch  38 Batch  134/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9393, Loss: 0.0207
Epoch  38 Batch  135/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9386, Loss: 0.0230
Epoch  38 Batch  136/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9442, Loss: 0.0162
Epoch  38 Batch  137/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9446, Loss: 0.0232
Epoch  38 Batch  138/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9510, Loss: 0.0258
Epoch  38 Batch  139/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9510, Loss: 0.0218
Epoch  38 Batch  140/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  38 Batch  141/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0189
Epoch  38 Batch  142/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9478, Loss: 0.0227
Epoch  38 Batch  143/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9599, Loss: 0.0242
Epoch  38 Batch  144/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9624, Loss: 0.0345
Epoch  38 Batch  145/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0198
Epoch  38 Batch  146/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9542, Loss: 0.0627
Epoch  38 Batch  147/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9450, Loss: 0.0181
Epoch  38 Batch  148/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9442, Loss: 0.0262
Epoch  38 Batch  149/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9393, Loss: 0.0182
Epoch  38 Batch  150/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9460, Loss: 0.0252
Epoch  38 Batch  151/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  38 Batch  152/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0255
Epoch  38 Batch  153/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0306
Epoch  38 Batch  154/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9581, Loss: 0.0220
Epoch  38 Batch  155/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0214
Epoch  38 Batch  156/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0167
Epoch  38 Batch  157/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0202
Epoch  38 Batch  158/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9577, Loss: 0.0238
Epoch  38 Batch  159/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9577, Loss: 0.0206
Epoch  38 Batch  160/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9577, Loss: 0.0188
Epoch  38 Batch  161/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0185
Epoch  38 Batch  162/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0247
Epoch  38 Batch  163/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9677, Loss: 0.0308
Epoch  38 Batch  164/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9677, Loss: 0.0201
Epoch  38 Batch  165/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9627, Loss: 0.0317
Epoch  38 Batch  166/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9609, Loss: 0.0211
Epoch  38 Batch  167/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0171
Epoch  38 Batch  168/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0316
Epoch  38 Batch  169/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9510, Loss: 0.0242
Epoch  38 Batch  170/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9531, Loss: 0.0246
Epoch  38 Batch  171/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  38 Batch  172/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0193
Epoch  38 Batch  173/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9535, Loss: 0.0251
Epoch  38 Batch  174/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9577, Loss: 0.0157
Epoch  38 Batch  175/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9577, Loss: 0.0295
Epoch  38 Batch  176/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9535, Loss: 0.0247
Epoch  38 Batch  177/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0231
Epoch  38 Batch  178/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9563, Loss: 0.0198
Epoch  38 Batch  179/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9563, Loss: 0.0221
Epoch  38 Batch  180/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0180
Epoch  38 Batch  181/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0243
Epoch  38 Batch  182/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9549, Loss: 0.0298
Epoch  38 Batch  183/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9549, Loss: 0.0226
Epoch  38 Batch  184/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0222
Epoch  38 Batch  185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9609, Loss: 0.0277
Epoch  38 Batch  186/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9638, Loss: 0.0263
Epoch  38 Batch  187/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  38 Batch  188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0269
Epoch  38 Batch  189/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0185
Epoch  38 Batch  190/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9496, Loss: 0.0190
Epoch  38 Batch  191/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9432, Loss: 0.0193
Epoch  38 Batch  192/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9428, Loss: 0.0239
Epoch  38 Batch  193/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9425, Loss: 0.0201
Epoch  38 Batch  194/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9489, Loss: 0.0166
Epoch  38 Batch  195/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9489, Loss: 0.0196
Epoch  38 Batch  196/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0155
Epoch  38 Batch  197/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9592, Loss: 0.0210
Epoch  38 Batch  198/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9592, Loss: 0.0254
Epoch  38 Batch  199/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0198
Epoch  38 Batch  200/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0212
Epoch  38 Batch  201/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0192
Epoch  38 Batch  202/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9641, Loss: 0.0185
Epoch  38 Batch  203/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9592, Loss: 0.0253
Epoch  38 Batch  204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0406
Epoch  38 Batch  205/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9663, Loss: 0.0302
Epoch  38 Batch  206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0163
Epoch  38 Batch  207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0190
Epoch  38 Batch  208/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0242
Epoch  38 Batch  209/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9606, Loss: 0.0181
Epoch  38 Batch  210/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  38 Batch  211/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9535, Loss: 0.0189
Epoch  38 Batch  212/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9489, Loss: 0.0211
Epoch  38 Batch  213/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  38 Batch  214/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9570, Loss: 0.0193
Epoch  38 Batch  215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0229
Epoch  38 Batch  216/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0199
Epoch  38 Batch  217/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0189
Epoch  38 Batch  218/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9531, Loss: 0.0240
Epoch  38 Batch  219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0166
Epoch  38 Batch  220/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9581, Loss: 0.0230
Epoch  38 Batch  221/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9549, Loss: 0.0232
Epoch  38 Batch  222/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0205
Epoch  38 Batch  223/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0210
Epoch  38 Batch  224/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0239
Epoch  38 Batch  225/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9474, Loss: 0.0268
Epoch  38 Batch  226/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0212
Epoch  38 Batch  227/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9506, Loss: 0.0299
Epoch  38 Batch  228/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0169
Epoch  38 Batch  229/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0201
Epoch  38 Batch  230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0180
Epoch  38 Batch  231/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0265
Epoch  38 Batch  232/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9563, Loss: 0.0278
Epoch  38 Batch  233/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0253
Epoch  38 Batch  234/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9560, Loss: 0.0215
Epoch  38 Batch  235/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9560, Loss: 0.0259
Epoch  38 Batch  236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  38 Batch  237/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  38 Batch  238/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0198
Epoch  38 Batch  239/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  38 Batch  240/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0186
Epoch  38 Batch  241/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0164
Epoch  38 Batch  242/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0178
Epoch  38 Batch  243/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9524, Loss: 0.0257
Epoch  38 Batch  244/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  38 Batch  245/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  38 Batch  246/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9549, Loss: 0.0219
Epoch  38 Batch  247/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9545, Loss: 0.0212
Epoch  38 Batch  248/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0224
Epoch  38 Batch  249/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0215
Epoch  38 Batch  250/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9549, Loss: 0.0209
Epoch  38 Batch  251/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9549, Loss: 0.0241
Epoch  38 Batch  252/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9716, Loss: 0.0239
Epoch  38 Batch  253/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9716, Loss: 0.0221
Epoch  38 Batch  254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9712, Loss: 0.0223
Epoch  38 Batch  255/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9712, Loss: 0.0197
Epoch  38 Batch  256/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0386
Epoch  38 Batch  257/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9613, Loss: 0.0212
Epoch  38 Batch  258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0225
Epoch  38 Batch  259/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9673, Loss: 0.0202
Epoch  38 Batch  260/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  38 Batch  261/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9624, Loss: 0.0181
Epoch  38 Batch  262/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0244
Epoch  38 Batch  263/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0174
Epoch  38 Batch  264/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9645, Loss: 0.0203
Epoch  38 Batch  265/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9645, Loss: 0.0198
Epoch  38 Batch  266/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9595, Loss: 0.0252
Epoch  38 Batch  267/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9538, Loss: 0.0167
Epoch  38 Batch  268/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0286
Epoch  38 Batch  269/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9563, Loss: 0.0256
Epoch  38 Batch  270/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9563, Loss: 0.0293
Epoch  38 Batch  271/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0215
Epoch  38 Batch  272/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0450
Epoch  38 Batch  273/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9585, Loss: 0.0209
Epoch  38 Batch  274/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0225
Epoch  38 Batch  275/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0217
Epoch  38 Batch  276/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9403, Loss: 0.0321
Epoch  38 Batch  277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9471, Loss: 0.0176
Epoch  38 Batch  278/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9442, Loss: 0.0284
Epoch  38 Batch  279/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9467, Loss: 0.0290
Epoch  38 Batch  280/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9560, Loss: 0.0256
Epoch  38 Batch  281/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0240
Epoch  38 Batch  282/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9560, Loss: 0.0317
Epoch  38 Batch  283/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9521, Loss: 0.0211
Epoch  38 Batch  284/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0203
Epoch  38 Batch  285/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9496, Loss: 0.0259
Epoch  38 Batch  286/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0256
Epoch  38 Batch  287/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0282
Epoch  38 Batch  288/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9489, Loss: 0.0352
Epoch  38 Batch  289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0185
Epoch  38 Batch  290/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0444
Epoch  38 Batch  291/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9499, Loss: 0.0351
Epoch  38 Batch  292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9521, Loss: 0.0190
Epoch  38 Batch  293/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0211
Epoch  38 Batch  294/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9496, Loss: 0.0237
Epoch  38 Batch  295/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9489, Loss: 0.0245
Epoch  38 Batch  296/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9616, Loss: 0.0201
Epoch  38 Batch  297/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9616, Loss: 0.0284
Epoch  38 Batch  298/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9616, Loss: 0.0266
Epoch  38 Batch  299/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0242
Epoch  38 Batch  300/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0216
Epoch  38 Batch  301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0218
Epoch  38 Batch  302/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0219
Epoch  38 Batch  303/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9506, Loss: 0.0289
Epoch  38 Batch  304/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9471, Loss: 0.0224
Epoch  38 Batch  305/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9670, Loss: 0.0222
Epoch  38 Batch  306/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9624, Loss: 0.0391
Epoch  38 Batch  307/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9506, Loss: 0.0254
Epoch  38 Batch  308/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9556, Loss: 0.0238
Epoch  38 Batch  309/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9549, Loss: 0.0201
Epoch  38 Batch  310/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0216
Epoch  38 Batch  311/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9513, Loss: 0.0200
Epoch  38 Batch  312/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9524, Loss: 0.0348
Epoch  38 Batch  313/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0182
Epoch  38 Batch  314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0310
Epoch  38 Batch  315/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9318, Loss: 0.0193
Epoch  38 Batch  316/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9361, Loss: 0.0284
Epoch  38 Batch  317/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9339, Loss: 0.0226
Epoch  38 Batch  318/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9389, Loss: 0.0187
Epoch  38 Batch  319/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9332, Loss: 0.0317
Epoch  38 Batch  320/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0383
Epoch  38 Batch  321/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0211
Epoch  38 Batch  322/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9545, Loss: 0.0225
Epoch  38 Batch  323/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0250
Epoch  38 Batch  324/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9563, Loss: 0.0225
Epoch  38 Batch  325/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9528, Loss: 0.0278
Epoch  38 Batch  326/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  38 Batch  327/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9492, Loss: 0.0331
Epoch  38 Batch  328/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9492, Loss: 0.0259
Epoch  38 Batch  329/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9460, Loss: 0.0244
Epoch  38 Batch  330/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9343, Loss: 0.0217
Epoch  38 Batch  331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9343, Loss: 0.0242
Epoch  38 Batch  332/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9343, Loss: 0.0173
Epoch  38 Batch  333/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9471, Loss: 0.0231
Epoch  38 Batch  334/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0185
Epoch  38 Batch  335/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9510, Loss: 0.0259
Epoch  38 Batch  336/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9570, Loss: 0.0635
Epoch  38 Batch  337/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0237
Epoch  38 Batch  338/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9609, Loss: 0.0317
Epoch  38 Batch  339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9563, Loss: 0.0158
Epoch  38 Batch  340/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9531, Loss: 0.0239
Epoch  38 Batch  341/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9531, Loss: 0.0324
Epoch  38 Batch  342/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9535, Loss: 0.0172
Epoch  38 Batch  343/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0319
Epoch  38 Batch  344/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9560, Loss: 0.0270
Epoch  38 Batch  345/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9602, Loss: 0.0152
Epoch  38 Batch  346/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9556, Loss: 0.0291
Epoch  38 Batch  347/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9499, Loss: 0.0172
Epoch  38 Batch  348/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9414, Loss: 0.0217
Epoch  38 Batch  349/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0229
Epoch  38 Batch  350/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9435, Loss: 0.0222
Epoch  38 Batch  351/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9432, Loss: 0.0245
Epoch  38 Batch  352/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9435, Loss: 0.0186
Epoch  38 Batch  353/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9435, Loss: 0.0233
Epoch  38 Batch  354/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0270
Epoch  38 Batch  355/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9442, Loss: 0.0231
Epoch  38 Batch  356/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9450, Loss: 0.0204
Epoch  38 Batch  357/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9446, Loss: 0.0258
Epoch  38 Batch  358/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9442, Loss: 0.0298
Epoch  38 Batch  359/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9435, Loss: 0.0235
Epoch  38 Batch  360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0185
Epoch  38 Batch  361/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9382, Loss: 0.0160
Epoch  38 Batch  362/1077 - Train Accuracy: 0.9315, Validation Accuracy: 0.9354, Loss: 0.0323
Epoch  38 Batch  363/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9304, Loss: 0.0251
Epoch  38 Batch  364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9300, Loss: 0.0345
Epoch  38 Batch  365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9297, Loss: 0.0164
Epoch  38 Batch  366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9297, Loss: 0.0165
Epoch  38 Batch  367/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9293, Loss: 0.0149
Epoch  38 Batch  368/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9297, Loss: 0.0212
Epoch  38 Batch  369/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9325, Loss: 0.0250
Epoch  38 Batch  370/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9375, Loss: 0.0265
Epoch  38 Batch  371/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9386, Loss: 0.0161
Epoch  38 Batch  372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9428, Loss: 0.0204
Epoch  38 Batch  373/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9474, Loss: 0.0148
Epoch  38 Batch  374/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9460, Loss: 0.0282
Epoch  38 Batch  375/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9418, Loss: 0.0192
Epoch  38 Batch  376/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9414, Loss: 0.0305
Epoch  38 Batch  377/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9418, Loss: 0.0212
Epoch  38 Batch  378/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9371, Loss: 0.0159
Epoch  38 Batch  379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9318, Loss: 0.0310
Epoch  38 Batch  380/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9322, Loss: 0.0191
Epoch  38 Batch  381/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9421, Loss: 0.0283
Epoch  38 Batch  382/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9414, Loss: 0.0317
Epoch  38 Batch  383/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9460, Loss: 0.0206
Epoch  38 Batch  384/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9457, Loss: 0.0161
Epoch  38 Batch  385/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0166
Epoch  38 Batch  386/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9510, Loss: 0.0205
Epoch  38 Batch  387/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9460, Loss: 0.0221
Epoch  38 Batch  388/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9357, Loss: 0.0386
Epoch  38 Batch  389/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9421, Loss: 0.0261
Epoch  38 Batch  390/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0348
Epoch  38 Batch  391/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9474, Loss: 0.0242
Epoch  38 Batch  392/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0350
Epoch  38 Batch  393/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9492, Loss: 0.0204
Epoch  38 Batch  394/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9411, Loss: 0.0230
Epoch  38 Batch  395/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0228
Epoch  38 Batch  396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0241
Epoch  38 Batch  397/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9460, Loss: 0.0255
Epoch  38 Batch  398/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0254
Epoch  38 Batch  399/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9521, Loss: 0.0227
Epoch  38 Batch  400/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0249
Epoch  38 Batch  401/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0197
Epoch  38 Batch  402/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0174
Epoch  38 Batch  403/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9464, Loss: 0.0339
Epoch  38 Batch  404/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9464, Loss: 0.0228
Epoch  38 Batch  405/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9428, Loss: 0.0269
Epoch  38 Batch  406/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9428, Loss: 0.0196
Epoch  38 Batch  407/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9439, Loss: 0.0264
Epoch  38 Batch  408/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9386, Loss: 0.0251
Epoch  38 Batch  409/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0250
Epoch  38 Batch  410/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9435, Loss: 0.0355
Epoch  38 Batch  411/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9421, Loss: 0.0241
Epoch  38 Batch  412/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9421, Loss: 0.0230
Epoch  38 Batch  413/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9418, Loss: 0.0190
Epoch  38 Batch  414/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9435, Loss: 0.0215
Epoch  38 Batch  415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9435, Loss: 0.0301
Epoch  38 Batch  416/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9435, Loss: 0.0247
Epoch  38 Batch  417/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9435, Loss: 0.0364
Epoch  38 Batch  418/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9471, Loss: 0.0191
Epoch  38 Batch  419/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9393, Loss: 0.0203
Epoch  38 Batch  420/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9379, Loss: 0.0162
Epoch  38 Batch  421/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9375, Loss: 0.0354
Epoch  38 Batch  422/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9375, Loss: 0.0215
Epoch  38 Batch  423/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9350, Loss: 0.0241
Epoch  38 Batch  424/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9357, Loss: 0.0219
Epoch  38 Batch  425/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9357, Loss: 0.0202
Epoch  38 Batch  426/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9371, Loss: 0.0282
Epoch  38 Batch  427/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9379, Loss: 0.0245
Epoch  38 Batch  428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9357, Loss: 0.0207
Epoch  38 Batch  429/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9354, Loss: 0.0198
Epoch  38 Batch  430/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9354, Loss: 0.0171
Epoch  38 Batch  431/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9411, Loss: 0.0178
Epoch  38 Batch  432/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9414, Loss: 0.0245
Epoch  38 Batch  433/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9407, Loss: 0.0245
Epoch  38 Batch  434/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9379, Loss: 0.0209
Epoch  38 Batch  435/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9329, Loss: 0.0287
Epoch  38 Batch  436/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9332, Loss: 0.0284
Epoch  38 Batch  437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9332, Loss: 0.0181
Epoch  38 Batch  438/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9332, Loss: 0.0266
Epoch  38 Batch  439/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9332, Loss: 0.0291
Epoch  38 Batch  440/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9286, Loss: 0.0249
Epoch  38 Batch  441/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9308, Loss: 0.0211
Epoch  38 Batch  442/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9279, Loss: 0.0319
Epoch  38 Batch  443/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9343, Loss: 0.0208
Epoch  38 Batch  444/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0234
Epoch  38 Batch  445/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9492, Loss: 0.0242
Epoch  38 Batch  446/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9453, Loss: 0.0187
Epoch  38 Batch  447/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9389, Loss: 0.0231
Epoch  38 Batch  448/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9460, Loss: 0.0287
Epoch  38 Batch  449/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9506, Loss: 0.0308
Epoch  38 Batch  450/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9386, Loss: 0.0339
Epoch  38 Batch  451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9428, Loss: 0.0220
Epoch  38 Batch  452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9411, Loss: 0.0210
Epoch  38 Batch  453/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9432, Loss: 0.0260
Epoch  38 Batch  454/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9453, Loss: 0.0336
Epoch  38 Batch  455/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9453, Loss: 0.0223
Epoch  38 Batch  456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0254
Epoch  38 Batch  457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9407, Loss: 0.0208
Epoch  38 Batch  458/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9407, Loss: 0.0280
Epoch  38 Batch  459/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9457, Loss: 0.0215
Epoch  38 Batch  460/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9457, Loss: 0.0245
Epoch  38 Batch  461/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9457, Loss: 0.0205
Epoch  38 Batch  462/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9375, Loss: 0.0240
Epoch  38 Batch  463/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9375, Loss: 0.0205
Epoch  38 Batch  464/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0209
Epoch  38 Batch  465/1077 - Train Accuracy: 0.9272, Validation Accuracy: 0.9418, Loss: 0.0335
Epoch  38 Batch  466/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9418, Loss: 0.0234
Epoch  38 Batch  467/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9478, Loss: 0.0219
Epoch  38 Batch  468/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9528, Loss: 0.0265
Epoch  38 Batch  469/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0177
Epoch  38 Batch  470/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9524, Loss: 0.0256
Epoch  38 Batch  471/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0156
Epoch  38 Batch  472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0237
Epoch  38 Batch  473/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9418, Loss: 0.0220
Epoch  38 Batch  474/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  38 Batch  475/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9421, Loss: 0.0215
Epoch  38 Batch  476/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0167
Epoch  38 Batch  477/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0244
Epoch  38 Batch  478/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9513, Loss: 0.0261
Epoch  38 Batch  479/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9464, Loss: 0.0304
Epoch  38 Batch  480/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9513, Loss: 0.0232
Epoch  38 Batch  481/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9457, Loss: 0.0209
Epoch  38 Batch  482/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0215
Epoch  38 Batch  483/1077 - Train Accuracy: 0.9164, Validation Accuracy: 0.9453, Loss: 0.0345
Epoch  38 Batch  484/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9396, Loss: 0.0263
Epoch  38 Batch  485/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9393, Loss: 0.0227
Epoch  38 Batch  486/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9396, Loss: 0.0193
Epoch  38 Batch  487/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9396, Loss: 0.0181
Epoch  38 Batch  488/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9457, Loss: 0.0192
Epoch  38 Batch  489/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9446, Loss: 0.0205
Epoch  38 Batch  490/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9446, Loss: 0.0267
Epoch  38 Batch  491/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0298
Epoch  38 Batch  492/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9439, Loss: 0.0252
Epoch  38 Batch  493/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9439, Loss: 0.0148
Epoch  38 Batch  494/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9457, Loss: 0.0190
Epoch  38 Batch  495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9506, Loss: 0.0188
Epoch  38 Batch  496/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9418, Loss: 0.0219
Epoch  38 Batch  497/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9418, Loss: 0.0244
Epoch  38 Batch  498/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  38 Batch  499/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  38 Batch  500/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0204
Epoch  38 Batch  501/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  38 Batch  502/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9581, Loss: 0.0271
Epoch  38 Batch  503/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0165
Epoch  38 Batch  504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9503, Loss: 0.0188
Epoch  38 Batch  505/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9549, Loss: 0.0171
Epoch  38 Batch  506/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0276
Epoch  38 Batch  507/1077 - Train Accuracy: 0.9191, Validation Accuracy: 0.9506, Loss: 0.0254
Epoch  38 Batch  508/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9506, Loss: 0.0182
Epoch  38 Batch  509/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0309
Epoch  38 Batch  510/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0175
Epoch  38 Batch  511/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9421, Loss: 0.0206
Epoch  38 Batch  512/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9421, Loss: 0.0174
Epoch  38 Batch  513/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9382, Loss: 0.0255
Epoch  38 Batch  514/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9499, Loss: 0.0211
Epoch  38 Batch  515/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  38 Batch  516/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  38 Batch  517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9435, Loss: 0.0254
Epoch  38 Batch  518/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9471, Loss: 0.0218
Epoch  38 Batch  519/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9492, Loss: 0.0277
Epoch  38 Batch  520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9513, Loss: 0.0163
Epoch  38 Batch  521/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9460, Loss: 0.0221
Epoch  38 Batch  522/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9471, Loss: 0.0291
Epoch  38 Batch  523/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0261
Epoch  38 Batch  524/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0240
Epoch  38 Batch  525/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0203
Epoch  38 Batch  526/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9435, Loss: 0.0192
Epoch  38 Batch  527/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9474, Loss: 0.0199
Epoch  38 Batch  528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9474, Loss: 0.0220
Epoch  38 Batch  529/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0236
Epoch  38 Batch  530/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9474, Loss: 0.0234
Epoch  38 Batch  531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9478, Loss: 0.0231
Epoch  38 Batch  532/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9400, Loss: 0.0306
Epoch  38 Batch  533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9400, Loss: 0.0185
Epoch  38 Batch  534/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9400, Loss: 0.0286
Epoch  38 Batch  535/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9446, Loss: 0.0245
Epoch  38 Batch  536/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9474, Loss: 0.0246
Epoch  38 Batch  537/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0210
Epoch  38 Batch  538/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  38 Batch  539/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9620, Loss: 0.0290
Epoch  38 Batch  540/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9620, Loss: 0.0144
Epoch  38 Batch  541/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0220
Epoch  38 Batch  542/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0234
Epoch  38 Batch  543/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  38 Batch  544/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9581, Loss: 0.0127
Epoch  38 Batch  545/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  38 Batch  546/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9368, Loss: 0.0241
Epoch  38 Batch  547/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9364, Loss: 0.0210
Epoch  38 Batch  548/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9343, Loss: 0.0252
Epoch  38 Batch  549/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9343, Loss: 0.0276
Epoch  38 Batch  550/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9350, Loss: 0.0223
Epoch  38 Batch  551/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9393, Loss: 0.0272
Epoch  38 Batch  552/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9411, Loss: 0.0274
Epoch  38 Batch  553/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0312
Epoch  38 Batch  554/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0205
Epoch  38 Batch  555/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9528, Loss: 0.0201
Epoch  38 Batch  556/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0165
Epoch  38 Batch  557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0212
Epoch  38 Batch  558/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9482, Loss: 0.0178
Epoch  38 Batch  559/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9492, Loss: 0.0266
Epoch  38 Batch  560/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  38 Batch  561/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0218
Epoch  38 Batch  562/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9478, Loss: 0.0180
Epoch  38 Batch  563/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9425, Loss: 0.0230
Epoch  38 Batch  564/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9425, Loss: 0.0292
Epoch  38 Batch  565/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9425, Loss: 0.0318
Epoch  38 Batch  566/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9425, Loss: 0.0261
Epoch  38 Batch  567/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9425, Loss: 0.0240
Epoch  38 Batch  568/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9464, Loss: 0.0188
Epoch  38 Batch  569/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9517, Loss: 0.0248
Epoch  38 Batch  570/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9563, Loss: 0.0296
Epoch  38 Batch  571/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9521, Loss: 0.0165
Epoch  38 Batch  572/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9489, Loss: 0.0219
Epoch  38 Batch  573/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9489, Loss: 0.0364
Epoch  38 Batch  574/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9538, Loss: 0.0249
Epoch  38 Batch  575/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0183
Epoch  38 Batch  576/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9492, Loss: 0.0241
Epoch  38 Batch  577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0252
Epoch  38 Batch  578/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0182
Epoch  38 Batch  579/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0225
Epoch  38 Batch  580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0170
Epoch  38 Batch  581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0169
Epoch  38 Batch  582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9482, Loss: 0.0203
Epoch  38 Batch  583/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9482, Loss: 0.0247
Epoch  38 Batch  584/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9524, Loss: 0.0257
Epoch  38 Batch  585/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9577, Loss: 0.0150
Epoch  38 Batch  586/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9535, Loss: 0.0174
Epoch  38 Batch  587/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0253
Epoch  38 Batch  588/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  38 Batch  589/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9624, Loss: 0.0194
Epoch  38 Batch  590/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9624, Loss: 0.0213
Epoch  38 Batch  591/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9627, Loss: 0.0221
Epoch  38 Batch  592/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0210
Epoch  38 Batch  593/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9531, Loss: 0.0405
Epoch  38 Batch  594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9531, Loss: 0.0275
Epoch  38 Batch  595/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  38 Batch  596/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0210
Epoch  38 Batch  597/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9528, Loss: 0.0194
Epoch  38 Batch  598/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0234
Epoch  38 Batch  599/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9528, Loss: 0.0392
Epoch  38 Batch  600/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9528, Loss: 0.0274
Epoch  38 Batch  601/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9528, Loss: 0.0251
Epoch  38 Batch  602/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0226
Epoch  38 Batch  603/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  38 Batch  604/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9464, Loss: 0.0354
Epoch  38 Batch  605/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9510, Loss: 0.0302
Epoch  38 Batch  606/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9513, Loss: 0.0190
Epoch  38 Batch  607/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9513, Loss: 0.0304
Epoch  38 Batch  608/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0298
Epoch  38 Batch  609/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9453, Loss: 0.0278
Epoch  38 Batch  610/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  38 Batch  611/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9460, Loss: 0.0237
Epoch  38 Batch  612/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0181
Epoch  38 Batch  613/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9411, Loss: 0.0246
Epoch  38 Batch  614/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9411, Loss: 0.0219
Epoch  38 Batch  615/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0155
Epoch  38 Batch  616/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9418, Loss: 0.0248
Epoch  38 Batch  617/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9396, Loss: 0.0211
Epoch  38 Batch  618/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0230
Epoch  38 Batch  619/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9460, Loss: 0.0169
Epoch  38 Batch  620/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0166
Epoch  38 Batch  621/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0301
Epoch  38 Batch  622/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9496, Loss: 0.0286
Epoch  38 Batch  623/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9499, Loss: 0.0310
Epoch  38 Batch  624/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9503, Loss: 0.0245
Epoch  38 Batch  625/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0209
Epoch  38 Batch  626/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9474, Loss: 0.0216
Epoch  38 Batch  627/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  38 Batch  628/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9446, Loss: 0.0217
Epoch  38 Batch  629/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9492, Loss: 0.0213
Epoch  38 Batch  630/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9489, Loss: 0.0244
Epoch  38 Batch  631/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0269
Epoch  38 Batch  632/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0182
Epoch  38 Batch  633/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9560, Loss: 0.0225
Epoch  38 Batch  634/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9485, Loss: 0.0152
Epoch  38 Batch  635/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9435, Loss: 0.0275
Epoch  38 Batch  636/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9414, Loss: 0.0236
Epoch  38 Batch  637/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9442, Loss: 0.0253
Epoch  38 Batch  638/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9545, Loss: 0.0206
Epoch  38 Batch  639/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0261
Epoch  38 Batch  640/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9592, Loss: 0.0192
Epoch  38 Batch  641/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9538, Loss: 0.0217
Epoch  38 Batch  642/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9538, Loss: 0.0195
Epoch  38 Batch  643/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0154
Epoch  38 Batch  644/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9513, Loss: 0.0195
Epoch  38 Batch  645/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9510, Loss: 0.0233
Epoch  38 Batch  646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9460, Loss: 0.0211
Epoch  38 Batch  647/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0261
Epoch  38 Batch  648/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9407, Loss: 0.0197
Epoch  38 Batch  649/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  38 Batch  650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9439, Loss: 0.0188
Epoch  38 Batch  651/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9489, Loss: 0.0210
Epoch  38 Batch  652/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0218
Epoch  38 Batch  653/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9485, Loss: 0.0275
Epoch  38 Batch  654/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0287
Epoch  38 Batch  655/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9471, Loss: 0.0325
Epoch  38 Batch  656/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9432, Loss: 0.0220
Epoch  38 Batch  657/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9478, Loss: 0.0311
Epoch  38 Batch  658/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9478, Loss: 0.0171
Epoch  38 Batch  659/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9521, Loss: 0.0225
Epoch  38 Batch  660/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0181
Epoch  38 Batch  661/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9478, Loss: 0.0197
Epoch  38 Batch  662/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9482, Loss: 0.0213
Epoch  38 Batch  663/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9528, Loss: 0.0208
Epoch  38 Batch  664/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0267
Epoch  38 Batch  665/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0157
Epoch  38 Batch  666/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9428, Loss: 0.0261
Epoch  38 Batch  667/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9428, Loss: 0.0223
Epoch  38 Batch  668/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9435, Loss: 0.0205
Epoch  38 Batch  669/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9485, Loss: 0.0154
Epoch  38 Batch  670/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9418, Loss: 0.0236
Epoch  38 Batch  671/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9418, Loss: 0.0246
Epoch  38 Batch  672/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9368, Loss: 0.0227
Epoch  38 Batch  673/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9357, Loss: 0.0246
Epoch  38 Batch  674/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9354, Loss: 0.0229
Epoch  38 Batch  675/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0264
Epoch  38 Batch  676/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9403, Loss: 0.0191
Epoch  38 Batch  677/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9403, Loss: 0.0294
Epoch  38 Batch  678/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9350, Loss: 0.0158
Epoch  38 Batch  679/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9265, Loss: 0.0191
Epoch  38 Batch  680/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9268, Loss: 0.0252
Epoch  38 Batch  681/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9247, Loss: 0.0201
Epoch  38 Batch  682/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9357, Loss: 0.0170
Epoch  38 Batch  683/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9403, Loss: 0.0177
Epoch  38 Batch  684/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9403, Loss: 0.0229
Epoch  38 Batch  685/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9453, Loss: 0.0314
Epoch  38 Batch  686/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0202
Epoch  38 Batch  687/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0216
Epoch  38 Batch  688/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0207
Epoch  38 Batch  689/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0125
Epoch  38 Batch  690/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0257
Epoch  38 Batch  691/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9499, Loss: 0.0233
Epoch  38 Batch  692/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0186
Epoch  38 Batch  693/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9602, Loss: 0.0339
Epoch  38 Batch  694/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0194
Epoch  38 Batch  695/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0231
Epoch  38 Batch  696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9567, Loss: 0.0200
Epoch  38 Batch  697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0232
Epoch  38 Batch  698/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0185
Epoch  38 Batch  699/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9616, Loss: 0.0210
Epoch  38 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9666, Loss: 0.0177
Epoch  38 Batch  701/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0231
Epoch  38 Batch  702/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9616, Loss: 0.0355
Epoch  38 Batch  703/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9680, Loss: 0.0223
Epoch  38 Batch  704/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9680, Loss: 0.0293
Epoch  38 Batch  705/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9631, Loss: 0.0253
Epoch  38 Batch  706/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9624, Loss: 0.0431
Epoch  38 Batch  707/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9624, Loss: 0.0262
Epoch  38 Batch  708/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9627, Loss: 0.0229
Epoch  38 Batch  709/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0283
Epoch  38 Batch  710/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0185
Epoch  38 Batch  711/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9542, Loss: 0.0267
Epoch  38 Batch  712/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0202
Epoch  38 Batch  713/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  38 Batch  714/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9457, Loss: 0.0206
Epoch  38 Batch  715/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9414, Loss: 0.0229
Epoch  38 Batch  716/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9414, Loss: 0.0185
Epoch  38 Batch  717/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9414, Loss: 0.0137
Epoch  38 Batch  718/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9517, Loss: 0.0243
Epoch  38 Batch  719/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9517, Loss: 0.0237
Epoch  38 Batch  720/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9517, Loss: 0.0233
Epoch  38 Batch  721/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9510, Loss: 0.0212
Epoch  38 Batch  722/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9510, Loss: 0.0180
Epoch  38 Batch  723/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9506, Loss: 0.0214
Epoch  38 Batch  724/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9503, Loss: 0.0254
Epoch  38 Batch  725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9400, Loss: 0.0193
Epoch  38 Batch  726/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9407, Loss: 0.0174
Epoch  38 Batch  727/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9407, Loss: 0.0186
Epoch  38 Batch  728/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9350, Loss: 0.0260
Epoch  38 Batch  729/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9396, Loss: 0.0278
Epoch  38 Batch  730/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9439, Loss: 0.0329
Epoch  38 Batch  731/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9439, Loss: 0.0227
Epoch  38 Batch  732/1077 - Train Accuracy: 0.9404, Validation Accuracy: 0.9492, Loss: 0.0241
Epoch  38 Batch  733/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9450, Loss: 0.0264
Epoch  38 Batch  734/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9471, Loss: 0.0181
Epoch  38 Batch  735/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9464, Loss: 0.0178
Epoch  38 Batch  736/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9414, Loss: 0.0194
Epoch  38 Batch  737/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0233
Epoch  38 Batch  738/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9411, Loss: 0.0149
Epoch  38 Batch  739/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0190
Epoch  38 Batch  740/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0175
Epoch  38 Batch  741/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0281
Epoch  38 Batch  742/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0203
Epoch  38 Batch  743/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9492, Loss: 0.0213
Epoch  38 Batch  744/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9492, Loss: 0.0239
Epoch  38 Batch  745/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0227
Epoch  38 Batch  746/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0189
Epoch  38 Batch  747/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0194
Epoch  38 Batch  748/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9506, Loss: 0.0214
Epoch  38 Batch  749/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9506, Loss: 0.0204
Epoch  38 Batch  750/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0217
Epoch  38 Batch  751/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9439, Loss: 0.0225
Epoch  38 Batch  752/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9482, Loss: 0.0218
Epoch  38 Batch  753/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0196
Epoch  38 Batch  754/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9549, Loss: 0.0238
Epoch  38 Batch  755/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0302
Epoch  38 Batch  756/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  38 Batch  757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0230
Epoch  38 Batch  758/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9524, Loss: 0.0149
Epoch  38 Batch  759/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0239
Epoch  38 Batch  760/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9485, Loss: 0.0263
Epoch  38 Batch  761/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  38 Batch  762/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9538, Loss: 0.0185
Epoch  38 Batch  763/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0232
Epoch  38 Batch  764/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9535, Loss: 0.0233
Epoch  38 Batch  765/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9535, Loss: 0.0309
Epoch  38 Batch  766/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0323
Epoch  38 Batch  767/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0251
Epoch  38 Batch  768/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9556, Loss: 0.0231
Epoch  38 Batch  769/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9503, Loss: 0.0238
Epoch  38 Batch  770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0206
Epoch  38 Batch  771/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0204
Epoch  38 Batch  772/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9585, Loss: 0.0224
Epoch  38 Batch  773/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0232
Epoch  38 Batch  774/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0196
Epoch  38 Batch  775/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0212
Epoch  38 Batch  776/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0227
Epoch  38 Batch  777/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9581, Loss: 0.0159
Epoch  38 Batch  778/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9574, Loss: 0.0255
Epoch  38 Batch  779/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  38 Batch  780/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0287
Epoch  38 Batch  781/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9663, Loss: 0.0189
Epoch  38 Batch  782/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9663, Loss: 0.0211
Epoch  38 Batch  783/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9663, Loss: 0.0271
Epoch  38 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0164
Epoch  38 Batch  785/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0165
Epoch  38 Batch  786/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9510, Loss: 0.0210
Epoch  38 Batch  787/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9435, Loss: 0.0216
Epoch  38 Batch  788/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9435, Loss: 0.0231
Epoch  38 Batch  789/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9382, Loss: 0.0266
Epoch  38 Batch  790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9460, Loss: 0.0278
Epoch  38 Batch  791/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9513, Loss: 0.0239
Epoch  38 Batch  792/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0227
Epoch  38 Batch  793/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0235
Epoch  38 Batch  794/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9464, Loss: 0.0156
Epoch  38 Batch  795/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9464, Loss: 0.0265
Epoch  38 Batch  796/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0217
Epoch  38 Batch  797/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9524, Loss: 0.0240
Epoch  38 Batch  798/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0185
Epoch  38 Batch  799/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9524, Loss: 0.0347
Epoch  38 Batch  800/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0204
Epoch  38 Batch  801/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0222
Epoch  38 Batch  802/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9503, Loss: 0.0273
Epoch  38 Batch  803/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9450, Loss: 0.0215
Epoch  38 Batch  804/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9450, Loss: 0.0152
Epoch  38 Batch  805/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0244
Epoch  38 Batch  806/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9357, Loss: 0.0233
Epoch  38 Batch  807/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9379, Loss: 0.0193
Epoch  38 Batch  808/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9329, Loss: 0.0407
Epoch  38 Batch  809/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9350, Loss: 0.0361
Epoch  38 Batch  810/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9350, Loss: 0.0186
Epoch  38 Batch  811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9350, Loss: 0.0227
Epoch  38 Batch  812/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9336, Loss: 0.0241
Epoch  38 Batch  813/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9407, Loss: 0.0228
Epoch  38 Batch  814/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9474, Loss: 0.0246
Epoch  38 Batch  815/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9592, Loss: 0.0289
Epoch  38 Batch  816/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0181
Epoch  38 Batch  817/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0213
Epoch  38 Batch  818/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9599, Loss: 0.0279
Epoch  38 Batch  819/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9599, Loss: 0.0237
Epoch  38 Batch  820/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9510, Loss: 0.0209
Epoch  38 Batch  821/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9499, Loss: 0.0200
Epoch  38 Batch  822/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9506, Loss: 0.0210
Epoch  38 Batch  823/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0266
Epoch  38 Batch  824/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0218
Epoch  38 Batch  825/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9474, Loss: 0.0164
Epoch  38 Batch  826/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9524, Loss: 0.0221
Epoch  38 Batch  827/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9545, Loss: 0.0270
Epoch  38 Batch  828/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9521, Loss: 0.0200
Epoch  38 Batch  829/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9506, Loss: 0.0302
Epoch  38 Batch  830/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9531, Loss: 0.0293
Epoch  38 Batch  831/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9556, Loss: 0.0278
Epoch  38 Batch  832/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0214
Epoch  38 Batch  833/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0260
Epoch  38 Batch  834/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  38 Batch  835/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0251
Epoch  38 Batch  836/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9567, Loss: 0.0170
Epoch  38 Batch  837/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9496, Loss: 0.0301
Epoch  38 Batch  838/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0235
Epoch  38 Batch  839/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0196
Epoch  38 Batch  840/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0242
Epoch  38 Batch  841/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9613, Loss: 0.0330
Epoch  38 Batch  842/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9613, Loss: 0.0158
Epoch  38 Batch  843/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0175
Epoch  38 Batch  844/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0184
Epoch  38 Batch  845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0213
Epoch  38 Batch  846/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9645, Loss: 0.0286
Epoch  38 Batch  847/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0269
Epoch  38 Batch  848/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9616, Loss: 0.0210
Epoch  38 Batch  849/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0154
Epoch  38 Batch  850/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9620, Loss: 0.0366
Epoch  38 Batch  851/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0290
Epoch  38 Batch  852/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9638, Loss: 0.0364
Epoch  38 Batch  853/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0245
Epoch  38 Batch  854/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0254
Epoch  38 Batch  855/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9535, Loss: 0.0263
Epoch  38 Batch  856/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0217
Epoch  38 Batch  857/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9489, Loss: 0.0184
Epoch  38 Batch  858/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  38 Batch  859/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0206
Epoch  38 Batch  860/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0230
Epoch  38 Batch  861/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9563, Loss: 0.0190
Epoch  38 Batch  862/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9556, Loss: 0.0244
Epoch  38 Batch  863/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0191
Epoch  38 Batch  864/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9553, Loss: 0.0243
Epoch  38 Batch  865/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9602, Loss: 0.0233
Epoch  38 Batch  866/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9599, Loss: 0.0261
Epoch  38 Batch  867/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0587
Epoch  38 Batch  868/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9531, Loss: 0.0259
Epoch  38 Batch  869/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0218
Epoch  38 Batch  870/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  38 Batch  871/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  38 Batch  872/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0206
Epoch  38 Batch  873/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0229
Epoch  38 Batch  874/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0250
Epoch  38 Batch  875/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9517, Loss: 0.0178
Epoch  38 Batch  876/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0218
Epoch  38 Batch  877/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0184
Epoch  38 Batch  878/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0185
Epoch  38 Batch  879/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  38 Batch  880/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  38 Batch  881/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  38 Batch  882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  38 Batch  883/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0340
Epoch  38 Batch  884/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  38 Batch  885/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9538, Loss: 0.0133
Epoch  38 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0225
Epoch  38 Batch  887/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9542, Loss: 0.0271
Epoch  38 Batch  888/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9542, Loss: 0.0228
Epoch  38 Batch  889/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9542, Loss: 0.0229
Epoch  38 Batch  890/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9492, Loss: 0.0240
Epoch  38 Batch  891/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0182
Epoch  38 Batch  892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9556, Loss: 0.0205
Epoch  38 Batch  893/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0197
Epoch  38 Batch  894/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9485, Loss: 0.0194
Epoch  38 Batch  895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0191
Epoch  38 Batch  896/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  38 Batch  897/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0176
Epoch  38 Batch  898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9489, Loss: 0.0255
Epoch  38 Batch  899/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0267
Epoch  38 Batch  900/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0245
Epoch  38 Batch  901/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0372
Epoch  38 Batch  902/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9538, Loss: 0.0265
Epoch  38 Batch  903/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9585, Loss: 0.0223
Epoch  38 Batch  904/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0197
Epoch  38 Batch  905/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0168
Epoch  38 Batch  906/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0185
Epoch  38 Batch  907/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9577, Loss: 0.0237
Epoch  38 Batch  908/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0225
Epoch  38 Batch  909/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9624, Loss: 0.0288
Epoch  38 Batch  910/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9624, Loss: 0.0260
Epoch  38 Batch  911/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9553, Loss: 0.0271
Epoch  38 Batch  912/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0243
Epoch  38 Batch  913/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0284
Epoch  38 Batch  914/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9677, Loss: 0.0511
Epoch  38 Batch  915/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0214
Epoch  38 Batch  916/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0215
Epoch  38 Batch  917/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9677, Loss: 0.0240
Epoch  38 Batch  918/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0193
Epoch  38 Batch  919/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0172
Epoch  38 Batch  920/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0181
Epoch  38 Batch  921/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9656, Loss: 0.0248
Epoch  38 Batch  922/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0218
Epoch  38 Batch  923/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0142
Epoch  38 Batch  924/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9620, Loss: 0.0292
Epoch  38 Batch  925/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0171
Epoch  38 Batch  926/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0268
Epoch  38 Batch  927/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9620, Loss: 0.0251
Epoch  38 Batch  928/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9545, Loss: 0.0205
Epoch  38 Batch  929/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0199
Epoch  38 Batch  930/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0152
Epoch  38 Batch  931/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9517, Loss: 0.0191
Epoch  38 Batch  932/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0209
Epoch  38 Batch  933/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9567, Loss: 0.0212
Epoch  38 Batch  934/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  38 Batch  935/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9574, Loss: 0.0190
Epoch  38 Batch  936/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0213
Epoch  38 Batch  937/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9624, Loss: 0.0354
Epoch  38 Batch  938/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0274
Epoch  38 Batch  939/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9624, Loss: 0.0235
Epoch  38 Batch  940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0195
Epoch  38 Batch  941/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0220
Epoch  38 Batch  942/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9609, Loss: 0.0283
Epoch  38 Batch  943/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0182
Epoch  38 Batch  944/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9609, Loss: 0.0238
Epoch  38 Batch  945/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9606, Loss: 0.0153
Epoch  38 Batch  946/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9606, Loss: 0.0161
Epoch  38 Batch  947/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9609, Loss: 0.0269
Epoch  38 Batch  948/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9535, Loss: 0.0245
Epoch  38 Batch  949/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0168
Epoch  38 Batch  950/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9592, Loss: 0.0201
Epoch  38 Batch  951/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0245
Epoch  38 Batch  952/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0172
Epoch  38 Batch  953/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9563, Loss: 0.0188
Epoch  38 Batch  954/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0260
Epoch  38 Batch  955/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0272
Epoch  38 Batch  956/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0241
Epoch  38 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9574, Loss: 0.0140
Epoch  38 Batch  958/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0203
Epoch  38 Batch  959/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0237
Epoch  38 Batch  960/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0176
Epoch  38 Batch  961/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0175
Epoch  38 Batch  962/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9563, Loss: 0.0254
Epoch  38 Batch  963/1077 - Train Accuracy: 0.9761, Validation Accuracy: 0.9613, Loss: 0.0282
Epoch  38 Batch  964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  38 Batch  965/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0332
Epoch  38 Batch  966/1077 - Train Accuracy: 0.9640, Validation Accuracy: 0.9585, Loss: 0.0189
Epoch  38 Batch  967/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0231
Epoch  38 Batch  968/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0283
Epoch  38 Batch  969/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9627, Loss: 0.0324
Epoch  38 Batch  970/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0222
Epoch  38 Batch  971/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0321
Epoch  38 Batch  972/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9581, Loss: 0.0264
Epoch  38 Batch  973/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9631, Loss: 0.0184
Epoch  38 Batch  974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  38 Batch  975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0212
Epoch  38 Batch  976/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  38 Batch  977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9538, Loss: 0.0126
Epoch  38 Batch  978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0242
Epoch  38 Batch  979/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  38 Batch  980/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  38 Batch  981/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9549, Loss: 0.0283
Epoch  38 Batch  982/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0257
Epoch  38 Batch  983/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9421, Loss: 0.0225
Epoch  38 Batch  984/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9418, Loss: 0.0332
Epoch  38 Batch  985/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9315, Loss: 0.0205
Epoch  38 Batch  986/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9411, Loss: 0.0232
Epoch  38 Batch  987/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9414, Loss: 0.0191
Epoch  38 Batch  988/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9414, Loss: 0.0238
Epoch  38 Batch  989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9364, Loss: 0.0234
Epoch  38 Batch  990/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9460, Loss: 0.0283
Epoch  38 Batch  991/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0188
Epoch  38 Batch  992/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0249
Epoch  38 Batch  993/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0188
Epoch  38 Batch  994/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  38 Batch  995/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9517, Loss: 0.0194
Epoch  38 Batch  996/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9521, Loss: 0.0225
Epoch  38 Batch  997/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9521, Loss: 0.0227
Epoch  38 Batch  998/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0203
Epoch  38 Batch  999/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  38 Batch 1000/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9478, Loss: 0.0231
Epoch  38 Batch 1001/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9570, Loss: 0.0146
Epoch  38 Batch 1002/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0139
Epoch  38 Batch 1003/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9510, Loss: 0.0217
Epoch  38 Batch 1004/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0209
Epoch  38 Batch 1005/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9510, Loss: 0.0219
Epoch  38 Batch 1006/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  38 Batch 1007/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9421, Loss: 0.0176
Epoch  38 Batch 1008/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9425, Loss: 0.0245
Epoch  38 Batch 1009/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9474, Loss: 0.0141
Epoch  38 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9446, Loss: 0.0196
Epoch  38 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  38 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0185
Epoch  38 Batch 1013/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0170
Epoch  38 Batch 1014/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9485, Loss: 0.0206
Epoch  38 Batch 1015/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0262
Epoch  38 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0199
Epoch  38 Batch 1017/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0208
Epoch  38 Batch 1018/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9577, Loss: 0.0262
Epoch  38 Batch 1019/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9581, Loss: 0.0311
Epoch  38 Batch 1020/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0165
Epoch  38 Batch 1021/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9510, Loss: 0.0198
Epoch  38 Batch 1022/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0199
Epoch  38 Batch 1023/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0221
Epoch  38 Batch 1024/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9659, Loss: 0.0256
Epoch  38 Batch 1025/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9556, Loss: 0.0216
Epoch  38 Batch 1026/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9485, Loss: 0.0272
Epoch  38 Batch 1027/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9524, Loss: 0.0184
Epoch  38 Batch 1028/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0262
Epoch  38 Batch 1029/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0213
Epoch  38 Batch 1030/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9620, Loss: 0.0175
Epoch  38 Batch 1031/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0285
Epoch  38 Batch 1032/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9570, Loss: 0.0260
Epoch  38 Batch 1033/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9517, Loss: 0.0231
Epoch  38 Batch 1034/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0204
Epoch  38 Batch 1035/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0191
Epoch  38 Batch 1036/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9517, Loss: 0.0242
Epoch  38 Batch 1037/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0212
Epoch  38 Batch 1038/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0308
Epoch  38 Batch 1039/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9538, Loss: 0.0212
Epoch  38 Batch 1040/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9538, Loss: 0.0236
Epoch  38 Batch 1041/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0287
Epoch  38 Batch 1042/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9620, Loss: 0.0212
Epoch  38 Batch 1043/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9585, Loss: 0.0326
Epoch  38 Batch 1044/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0235
Epoch  38 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0230
Epoch  38 Batch 1046/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0151
Epoch  38 Batch 1047/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0166
Epoch  38 Batch 1048/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0267
Epoch  38 Batch 1049/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0220
Epoch  38 Batch 1050/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0142
Epoch  38 Batch 1051/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9545, Loss: 0.0262
Epoch  38 Batch 1052/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9592, Loss: 0.0236
Epoch  38 Batch 1053/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0256
Epoch  38 Batch 1054/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9585, Loss: 0.0204
Epoch  38 Batch 1055/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0265
Epoch  38 Batch 1056/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0168
Epoch  38 Batch 1057/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9563, Loss: 0.0209
Epoch  38 Batch 1058/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9560, Loss: 0.0220
Epoch  38 Batch 1059/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9560, Loss: 0.0266
Epoch  38 Batch 1060/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  38 Batch 1061/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9489, Loss: 0.0334
Epoch  38 Batch 1062/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9517, Loss: 0.0292
Epoch  38 Batch 1063/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0243
Epoch  38 Batch 1064/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9489, Loss: 0.0249
Epoch  38 Batch 1065/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0228
Epoch  38 Batch 1066/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9485, Loss: 0.0178
Epoch  38 Batch 1067/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  38 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  38 Batch 1069/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0189
Epoch  38 Batch 1070/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0201
Epoch  38 Batch 1071/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0202
Epoch  38 Batch 1072/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  38 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9485, Loss: 0.0231
Epoch  38 Batch 1074/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9563, Loss: 0.0287
Epoch  38 Batch 1075/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9560, Loss: 0.0230
Epoch  39 Batch    1/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0166
Epoch  39 Batch    2/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9510, Loss: 0.0230
Epoch  39 Batch    3/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9556, Loss: 0.0252
Epoch  39 Batch    4/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  39 Batch    5/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0289
Epoch  39 Batch    6/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  39 Batch    7/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0212
Epoch  39 Batch    8/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0192
Epoch  39 Batch    9/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  39 Batch   10/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9570, Loss: 0.0225
Epoch  39 Batch   11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9627, Loss: 0.0328
Epoch  39 Batch   12/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0192
Epoch  39 Batch   13/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0296
Epoch  39 Batch   14/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  39 Batch   15/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  39 Batch   16/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  39 Batch   17/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0194
Epoch  39 Batch   18/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0197
Epoch  39 Batch   19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0208
Epoch  39 Batch   20/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9464, Loss: 0.0170
Epoch  39 Batch   21/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9467, Loss: 0.0262
Epoch  39 Batch   22/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9560, Loss: 0.0238
Epoch  39 Batch   23/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9407, Loss: 0.0167
Epoch  39 Batch   24/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9382, Loss: 0.0250
Epoch  39 Batch   25/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0144
Epoch  39 Batch   26/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0302
Epoch  39 Batch   27/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9581, Loss: 0.0158
Epoch  39 Batch   28/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9624, Loss: 0.0225
Epoch  39 Batch   29/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0272
Epoch  39 Batch   30/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  39 Batch   31/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9570, Loss: 0.0218
Epoch  39 Batch   32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0164
Epoch  39 Batch   33/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9606, Loss: 0.0149
Epoch  39 Batch   34/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9659, Loss: 0.0254
Epoch  39 Batch   35/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0232
Epoch  39 Batch   36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0197
Epoch  39 Batch   37/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0269
Epoch  39 Batch   38/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9560, Loss: 0.0413
Epoch  39 Batch   39/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0269
Epoch  39 Batch   40/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9506, Loss: 0.0182
Epoch  39 Batch   41/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9513, Loss: 0.0159
Epoch  39 Batch   42/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9513, Loss: 0.0334
Epoch  39 Batch   43/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9513, Loss: 0.0146
Epoch  39 Batch   44/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9506, Loss: 0.0145
Epoch  39 Batch   45/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9506, Loss: 0.0248
Epoch  39 Batch   46/1077 - Train Accuracy: 0.9280, Validation Accuracy: 0.9506, Loss: 0.0289
Epoch  39 Batch   47/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0223
Epoch  39 Batch   48/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9506, Loss: 0.0277
Epoch  39 Batch   49/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9553, Loss: 0.0289
Epoch  39 Batch   50/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9553, Loss: 0.0243
Epoch  39 Batch   51/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0247
Epoch  39 Batch   52/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9556, Loss: 0.0267
Epoch  39 Batch   53/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9556, Loss: 0.0211
Epoch  39 Batch   54/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9528, Loss: 0.0442
Epoch  39 Batch   55/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  39 Batch   56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9464, Loss: 0.0157
Epoch  39 Batch   57/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9467, Loss: 0.0251
Epoch  39 Batch   58/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9474, Loss: 0.0220
Epoch  39 Batch   59/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9503, Loss: 0.0265
Epoch  39 Batch   60/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9620, Loss: 0.0146
Epoch  39 Batch   61/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9574, Loss: 0.0225
Epoch  39 Batch   62/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9549, Loss: 0.0267
Epoch  39 Batch   63/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9549, Loss: 0.0161
Epoch  39 Batch   64/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0194
Epoch  39 Batch   65/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9553, Loss: 0.0213
Epoch  39 Batch   66/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9538, Loss: 0.0120
Epoch  39 Batch   67/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0229
Epoch  39 Batch   68/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0310
Epoch  39 Batch   69/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0307
Epoch  39 Batch   70/1077 - Train Accuracy: 0.9433, Validation Accuracy: 0.9560, Loss: 0.0284
Epoch  39 Batch   71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  39 Batch   72/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9585, Loss: 0.0224
Epoch  39 Batch   73/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0207
Epoch  39 Batch   74/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9545, Loss: 0.0241
Epoch  39 Batch   75/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0297
Epoch  39 Batch   76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0171
Epoch  39 Batch   77/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0228
Epoch  39 Batch   78/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0210
Epoch  39 Batch   79/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0205
Epoch  39 Batch   80/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0183
Epoch  39 Batch   81/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  39 Batch   82/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0231
Epoch  39 Batch   83/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9560, Loss: 0.0191
Epoch  39 Batch   84/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0194
Epoch  39 Batch   85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9631, Loss: 0.0205
Epoch  39 Batch   86/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0221
Epoch  39 Batch   87/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9638, Loss: 0.0296
Epoch  39 Batch   88/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9588, Loss: 0.0254
Epoch  39 Batch   89/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0236
Epoch  39 Batch   90/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0180
Epoch  39 Batch   91/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0189
Epoch  39 Batch   92/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0210
Epoch  39 Batch   93/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0195
Epoch  39 Batch   94/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9407, Loss: 0.0221
Epoch  39 Batch   95/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9403, Loss: 0.0262
Epoch  39 Batch   96/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9414, Loss: 0.0229
Epoch  39 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0256
Epoch  39 Batch   98/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9574, Loss: 0.0249
Epoch  39 Batch   99/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0184
Epoch  39 Batch  100/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0206
Epoch  39 Batch  101/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9542, Loss: 0.0197
Epoch  39 Batch  102/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0152
Epoch  39 Batch  103/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9510, Loss: 0.0296
Epoch  39 Batch  104/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9510, Loss: 0.0281
Epoch  39 Batch  105/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  39 Batch  106/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0238
Epoch  39 Batch  107/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0264
Epoch  39 Batch  108/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9478, Loss: 0.0290
Epoch  39 Batch  109/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9641, Loss: 0.0200
Epoch  39 Batch  110/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0177
Epoch  39 Batch  111/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9641, Loss: 0.0190
Epoch  39 Batch  112/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0158
Epoch  39 Batch  113/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9616, Loss: 0.0306
Epoch  39 Batch  114/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9631, Loss: 0.0167
Epoch  39 Batch  115/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0265
Epoch  39 Batch  116/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9631, Loss: 0.0362
Epoch  39 Batch  117/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0210
Epoch  39 Batch  118/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9631, Loss: 0.0234
Epoch  39 Batch  119/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0169
Epoch  39 Batch  120/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9524, Loss: 0.0275
Epoch  39 Batch  121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0218
Epoch  39 Batch  122/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0184
Epoch  39 Batch  123/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0165
Epoch  39 Batch  124/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9513, Loss: 0.0237
Epoch  39 Batch  125/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9510, Loss: 0.0322
Epoch  39 Batch  126/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9553, Loss: 0.0198
Epoch  39 Batch  127/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9556, Loss: 0.0200
Epoch  39 Batch  128/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9478, Loss: 0.0227
Epoch  39 Batch  129/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0271
Epoch  39 Batch  130/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9577, Loss: 0.0224
Epoch  39 Batch  131/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0235
Epoch  39 Batch  132/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0193
Epoch  39 Batch  133/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9553, Loss: 0.0180
Epoch  39 Batch  134/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0236
Epoch  39 Batch  135/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0260
Epoch  39 Batch  136/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  39 Batch  137/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0250
Epoch  39 Batch  138/1077 - Train Accuracy: 0.9238, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  39 Batch  139/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9588, Loss: 0.0216
Epoch  39 Batch  140/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9585, Loss: 0.0173
Epoch  39 Batch  141/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0197
Epoch  39 Batch  142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0209
Epoch  39 Batch  143/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0205
Epoch  39 Batch  144/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0298
Epoch  39 Batch  145/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9556, Loss: 0.0204
Epoch  39 Batch  146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9556, Loss: 0.0589
Epoch  39 Batch  147/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0208
Epoch  39 Batch  148/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9553, Loss: 0.0251
Epoch  39 Batch  149/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0158
Epoch  39 Batch  150/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9549, Loss: 0.0202
Epoch  39 Batch  151/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9542, Loss: 0.0195
Epoch  39 Batch  152/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9517, Loss: 0.0248
Epoch  39 Batch  153/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0312
Epoch  39 Batch  154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9499, Loss: 0.0207
Epoch  39 Batch  155/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9499, Loss: 0.0174
Epoch  39 Batch  156/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0137
Epoch  39 Batch  157/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  39 Batch  158/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9467, Loss: 0.0240
Epoch  39 Batch  159/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9442, Loss: 0.0224
Epoch  39 Batch  160/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9510, Loss: 0.0220
Epoch  39 Batch  161/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0169
Epoch  39 Batch  162/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0245
Epoch  39 Batch  163/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9563, Loss: 0.0314
Epoch  39 Batch  164/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9567, Loss: 0.0205
Epoch  39 Batch  165/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9620, Loss: 0.0334
Epoch  39 Batch  166/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0221
Epoch  39 Batch  167/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9638, Loss: 0.0176
Epoch  39 Batch  168/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9588, Loss: 0.0319
Epoch  39 Batch  169/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9538, Loss: 0.0225
Epoch  39 Batch  170/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9467, Loss: 0.0253
Epoch  39 Batch  171/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9521, Loss: 0.0201
Epoch  39 Batch  172/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9521, Loss: 0.0185
Epoch  39 Batch  173/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  39 Batch  174/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9513, Loss: 0.0159
Epoch  39 Batch  175/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9627, Loss: 0.0293
Epoch  39 Batch  176/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  39 Batch  177/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0252
Epoch  39 Batch  178/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0199
Epoch  39 Batch  179/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9485, Loss: 0.0268
Epoch  39 Batch  180/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  39 Batch  181/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  39 Batch  182/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9517, Loss: 0.0287
Epoch  39 Batch  183/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0246
Epoch  39 Batch  184/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9563, Loss: 0.0233
Epoch  39 Batch  185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0248
Epoch  39 Batch  186/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9521, Loss: 0.0233
Epoch  39 Batch  187/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0179
Epoch  39 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0229
Epoch  39 Batch  189/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0175
Epoch  39 Batch  190/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9506, Loss: 0.0178
Epoch  39 Batch  191/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9506, Loss: 0.0168
Epoch  39 Batch  192/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0202
Epoch  39 Batch  193/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9464, Loss: 0.0194
Epoch  39 Batch  194/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9528, Loss: 0.0159
Epoch  39 Batch  195/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0195
Epoch  39 Batch  196/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0178
Epoch  39 Batch  197/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0235
Epoch  39 Batch  198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9577, Loss: 0.0234
Epoch  39 Batch  199/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9577, Loss: 0.0197
Epoch  39 Batch  200/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9581, Loss: 0.0225
Epoch  39 Batch  201/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9577, Loss: 0.0198
Epoch  39 Batch  202/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0189
Epoch  39 Batch  203/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0244
Epoch  39 Batch  204/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0379
Epoch  39 Batch  205/1077 - Train Accuracy: 0.9309, Validation Accuracy: 0.9524, Loss: 0.0330
Epoch  39 Batch  206/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0176
Epoch  39 Batch  207/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9545, Loss: 0.0185
Epoch  39 Batch  208/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0201
Epoch  39 Batch  209/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0177
Epoch  39 Batch  210/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9503, Loss: 0.0194
Epoch  39 Batch  211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  39 Batch  212/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9556, Loss: 0.0161
Epoch  39 Batch  213/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  39 Batch  214/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9599, Loss: 0.0195
Epoch  39 Batch  215/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9599, Loss: 0.0251
Epoch  39 Batch  216/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0199
Epoch  39 Batch  217/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9411, Loss: 0.0199
Epoch  39 Batch  218/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0266
Epoch  39 Batch  219/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9460, Loss: 0.0165
Epoch  39 Batch  220/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9513, Loss: 0.0228
Epoch  39 Batch  221/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0218
Epoch  39 Batch  222/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0175
Epoch  39 Batch  223/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  39 Batch  224/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0239
Epoch  39 Batch  225/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0302
Epoch  39 Batch  226/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0172
Epoch  39 Batch  227/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9513, Loss: 0.0264
Epoch  39 Batch  228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9460, Loss: 0.0183
Epoch  39 Batch  229/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9496, Loss: 0.0203
Epoch  39 Batch  230/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0191
Epoch  39 Batch  231/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0258
Epoch  39 Batch  232/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9538, Loss: 0.0166
Epoch  39 Batch  233/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9482, Loss: 0.0271
Epoch  39 Batch  234/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0218
Epoch  39 Batch  235/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  39 Batch  236/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0176
Epoch  39 Batch  237/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0178
Epoch  39 Batch  238/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  39 Batch  239/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  39 Batch  240/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0197
Epoch  39 Batch  241/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0156
Epoch  39 Batch  242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0181
Epoch  39 Batch  243/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0267
Epoch  39 Batch  244/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  39 Batch  245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9513, Loss: 0.0180
Epoch  39 Batch  246/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9521, Loss: 0.0201
Epoch  39 Batch  247/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9503, Loss: 0.0209
Epoch  39 Batch  248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0212
Epoch  39 Batch  249/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0175
Epoch  39 Batch  250/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9446, Loss: 0.0212
Epoch  39 Batch  251/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9446, Loss: 0.0249
Epoch  39 Batch  252/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9442, Loss: 0.0256
Epoch  39 Batch  253/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9442, Loss: 0.0223
Epoch  39 Batch  254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9574, Loss: 0.0242
Epoch  39 Batch  255/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9680, Loss: 0.0204
Epoch  39 Batch  256/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0375
Epoch  39 Batch  257/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9602, Loss: 0.0228
Epoch  39 Batch  258/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0216
Epoch  39 Batch  259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9645, Loss: 0.0180
Epoch  39 Batch  260/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9645, Loss: 0.0160
Epoch  39 Batch  261/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  39 Batch  262/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9567, Loss: 0.0203
Epoch  39 Batch  263/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9513, Loss: 0.0172
Epoch  39 Batch  264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  39 Batch  265/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0193
Epoch  39 Batch  266/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0230
Epoch  39 Batch  267/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9478, Loss: 0.0168
Epoch  39 Batch  268/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9528, Loss: 0.0283
Epoch  39 Batch  269/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9538, Loss: 0.0304
Epoch  39 Batch  270/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9528, Loss: 0.0286
Epoch  39 Batch  271/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0198
Epoch  39 Batch  272/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9521, Loss: 0.0454
Epoch  39 Batch  273/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9574, Loss: 0.0209
Epoch  39 Batch  274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9528, Loss: 0.0218
Epoch  39 Batch  275/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0210
Epoch  39 Batch  276/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0352
Epoch  39 Batch  277/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9517, Loss: 0.0169
Epoch  39 Batch  278/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9517, Loss: 0.0265
Epoch  39 Batch  279/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9510, Loss: 0.0267
Epoch  39 Batch  280/1077 - Train Accuracy: 0.9285, Validation Accuracy: 0.9556, Loss: 0.0250
Epoch  39 Batch  281/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0246
Epoch  39 Batch  282/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9510, Loss: 0.0250
Epoch  39 Batch  283/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9450, Loss: 0.0222
Epoch  39 Batch  284/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0215
Epoch  39 Batch  285/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0224
Epoch  39 Batch  286/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9457, Loss: 0.0208
Epoch  39 Batch  287/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9478, Loss: 0.0267
Epoch  39 Batch  288/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0299
Epoch  39 Batch  289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  39 Batch  290/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0371
Epoch  39 Batch  291/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0360
Epoch  39 Batch  292/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9478, Loss: 0.0215
Epoch  39 Batch  293/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9393, Loss: 0.0179
Epoch  39 Batch  294/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9432, Loss: 0.0248
Epoch  39 Batch  295/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9400, Loss: 0.0264
Epoch  39 Batch  296/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0203
Epoch  39 Batch  297/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9485, Loss: 0.0252
Epoch  39 Batch  298/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9492, Loss: 0.0276
Epoch  39 Batch  299/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9442, Loss: 0.0234
Epoch  39 Batch  300/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9503, Loss: 0.0179
Epoch  39 Batch  301/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0198
Epoch  39 Batch  302/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0231
Epoch  39 Batch  303/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0255
Epoch  39 Batch  304/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9599, Loss: 0.0241
Epoch  39 Batch  305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9602, Loss: 0.0260
Epoch  39 Batch  306/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9549, Loss: 0.0373
Epoch  39 Batch  307/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9556, Loss: 0.0220
Epoch  39 Batch  308/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9553, Loss: 0.0261
Epoch  39 Batch  309/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9588, Loss: 0.0159
Epoch  39 Batch  310/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0192
Epoch  39 Batch  311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9503, Loss: 0.0180
Epoch  39 Batch  312/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9474, Loss: 0.0275
Epoch  39 Batch  313/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9418, Loss: 0.0200
Epoch  39 Batch  314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9418, Loss: 0.0288
Epoch  39 Batch  315/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9418, Loss: 0.0161
Epoch  39 Batch  316/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9464, Loss: 0.0245
Epoch  39 Batch  317/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9474, Loss: 0.0235
Epoch  39 Batch  318/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9478, Loss: 0.0188
Epoch  39 Batch  319/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9492, Loss: 0.0270
Epoch  39 Batch  320/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9499, Loss: 0.0324
Epoch  39 Batch  321/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0187
Epoch  39 Batch  322/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  39 Batch  323/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0212
Epoch  39 Batch  324/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9609, Loss: 0.0184
Epoch  39 Batch  325/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  39 Batch  326/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9496, Loss: 0.0187
Epoch  39 Batch  327/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9457, Loss: 0.0289
Epoch  39 Batch  328/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9457, Loss: 0.0267
Epoch  39 Batch  329/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  39 Batch  330/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0194
Epoch  39 Batch  331/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9453, Loss: 0.0217
Epoch  39 Batch  332/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9453, Loss: 0.0166
Epoch  39 Batch  333/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9457, Loss: 0.0173
Epoch  39 Batch  334/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9432, Loss: 0.0188
Epoch  39 Batch  335/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9457, Loss: 0.0256
Epoch  39 Batch  336/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9457, Loss: 0.0617
Epoch  39 Batch  337/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9457, Loss: 0.0238
Epoch  39 Batch  338/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9510, Loss: 0.0289
Epoch  39 Batch  339/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9556, Loss: 0.0208
Epoch  39 Batch  340/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9521, Loss: 0.0241
Epoch  39 Batch  341/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0258
Epoch  39 Batch  342/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9556, Loss: 0.0197
Epoch  39 Batch  343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9556, Loss: 0.0306
Epoch  39 Batch  344/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9549, Loss: 0.0243
Epoch  39 Batch  345/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0148
Epoch  39 Batch  346/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9432, Loss: 0.0225
Epoch  39 Batch  347/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9386, Loss: 0.0177
Epoch  39 Batch  348/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9393, Loss: 0.0205
Epoch  39 Batch  349/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9393, Loss: 0.0187
Epoch  39 Batch  350/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9393, Loss: 0.0195
Epoch  39 Batch  351/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0251
Epoch  39 Batch  352/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0177
Epoch  39 Batch  353/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9446, Loss: 0.0265
Epoch  39 Batch  354/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9442, Loss: 0.0239
Epoch  39 Batch  355/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9442, Loss: 0.0213
Epoch  39 Batch  356/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9442, Loss: 0.0220
Epoch  39 Batch  357/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9446, Loss: 0.0209
Epoch  39 Batch  358/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9450, Loss: 0.0252
Epoch  39 Batch  359/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9396, Loss: 0.0237
Epoch  39 Batch  360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9425, Loss: 0.0178
Epoch  39 Batch  361/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9425, Loss: 0.0152
Epoch  39 Batch  362/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9418, Loss: 0.0247
Epoch  39 Batch  363/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9414, Loss: 0.0228
Epoch  39 Batch  364/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9414, Loss: 0.0328
Epoch  39 Batch  365/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9371, Loss: 0.0136
Epoch  39 Batch  366/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9467, Loss: 0.0161
Epoch  39 Batch  367/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0143
Epoch  39 Batch  368/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  39 Batch  369/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  39 Batch  370/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  39 Batch  371/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0158
Epoch  39 Batch  372/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0159
Epoch  39 Batch  373/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9471, Loss: 0.0152
Epoch  39 Batch  374/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9471, Loss: 0.0274
Epoch  39 Batch  375/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9471, Loss: 0.0162
Epoch  39 Batch  376/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  39 Batch  377/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9521, Loss: 0.0184
Epoch  39 Batch  378/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0163
Epoch  39 Batch  379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0264
Epoch  39 Batch  380/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0164
Epoch  39 Batch  381/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9517, Loss: 0.0244
Epoch  39 Batch  382/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9471, Loss: 0.0278
Epoch  39 Batch  383/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9411, Loss: 0.0198
Epoch  39 Batch  384/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9411, Loss: 0.0162
Epoch  39 Batch  385/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9457, Loss: 0.0165
Epoch  39 Batch  386/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9457, Loss: 0.0189
Epoch  39 Batch  387/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0198
Epoch  39 Batch  388/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9471, Loss: 0.0304
Epoch  39 Batch  389/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0223
Epoch  39 Batch  390/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0292
Epoch  39 Batch  391/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9428, Loss: 0.0236
Epoch  39 Batch  392/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9478, Loss: 0.0338
Epoch  39 Batch  393/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0201
Epoch  39 Batch  394/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9574, Loss: 0.0249
Epoch  39 Batch  395/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9524, Loss: 0.0208
Epoch  39 Batch  396/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0239
Epoch  39 Batch  397/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9577, Loss: 0.0246
Epoch  39 Batch  398/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9513, Loss: 0.0250
Epoch  39 Batch  399/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9457, Loss: 0.0243
Epoch  39 Batch  400/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9435, Loss: 0.0227
Epoch  39 Batch  401/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0181
Epoch  39 Batch  402/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0194
Epoch  39 Batch  403/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9439, Loss: 0.0355
Epoch  39 Batch  404/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9389, Loss: 0.0241
Epoch  39 Batch  405/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9389, Loss: 0.0281
Epoch  39 Batch  406/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9411, Loss: 0.0196
Epoch  39 Batch  407/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9407, Loss: 0.0238
Epoch  39 Batch  408/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9453, Loss: 0.0247
Epoch  39 Batch  409/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0265
Epoch  39 Batch  410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9464, Loss: 0.0354
Epoch  39 Batch  411/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9464, Loss: 0.0272
Epoch  39 Batch  412/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9407, Loss: 0.0214
Epoch  39 Batch  413/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9400, Loss: 0.0214
Epoch  39 Batch  414/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0186
Epoch  39 Batch  415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9389, Loss: 0.0268
Epoch  39 Batch  416/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9389, Loss: 0.0182
Epoch  39 Batch  417/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9389, Loss: 0.0350
Epoch  39 Batch  418/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9418, Loss: 0.0237
Epoch  39 Batch  419/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9425, Loss: 0.0210
Epoch  39 Batch  420/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9407, Loss: 0.0170
Epoch  39 Batch  421/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9467, Loss: 0.0343
Epoch  39 Batch  422/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9418, Loss: 0.0183
Epoch  39 Batch  423/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9457, Loss: 0.0237
Epoch  39 Batch  424/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9457, Loss: 0.0227
Epoch  39 Batch  425/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9457, Loss: 0.0170
Epoch  39 Batch  426/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9418, Loss: 0.0256
Epoch  39 Batch  427/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9421, Loss: 0.0213
Epoch  39 Batch  428/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9442, Loss: 0.0180
Epoch  39 Batch  429/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9375, Loss: 0.0171
Epoch  39 Batch  430/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9411, Loss: 0.0168
Epoch  39 Batch  431/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9411, Loss: 0.0173
Epoch  39 Batch  432/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9389, Loss: 0.0229
Epoch  39 Batch  433/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9339, Loss: 0.0243
Epoch  39 Batch  434/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9343, Loss: 0.0189
Epoch  39 Batch  435/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9343, Loss: 0.0271
Epoch  39 Batch  436/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9318, Loss: 0.0220
Epoch  39 Batch  437/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9318, Loss: 0.0161
Epoch  39 Batch  438/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9311, Loss: 0.0192
Epoch  39 Batch  439/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9315, Loss: 0.0213
Epoch  39 Batch  440/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9364, Loss: 0.0246
Epoch  39 Batch  441/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9421, Loss: 0.0219
Epoch  39 Batch  442/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9421, Loss: 0.0330
Epoch  39 Batch  443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9368, Loss: 0.0188
Epoch  39 Batch  444/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9368, Loss: 0.0208
Epoch  39 Batch  445/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9357, Loss: 0.0212
Epoch  39 Batch  446/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9361, Loss: 0.0163
Epoch  39 Batch  447/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9361, Loss: 0.0191
Epoch  39 Batch  448/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0237
Epoch  39 Batch  449/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9379, Loss: 0.0294
Epoch  39 Batch  450/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9283, Loss: 0.0271
Epoch  39 Batch  451/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9386, Loss: 0.0183
Epoch  39 Batch  452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9389, Loss: 0.0181
Epoch  39 Batch  453/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9322, Loss: 0.0220
Epoch  39 Batch  454/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9371, Loss: 0.0370
Epoch  39 Batch  455/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9368, Loss: 0.0246
Epoch  39 Batch  456/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9435, Loss: 0.0256
Epoch  39 Batch  457/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9435, Loss: 0.0170
Epoch  39 Batch  458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9435, Loss: 0.0271
Epoch  39 Batch  459/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9414, Loss: 0.0247
Epoch  39 Batch  460/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  39 Batch  461/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9414, Loss: 0.0196
Epoch  39 Batch  462/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9414, Loss: 0.0199
Epoch  39 Batch  463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0214
Epoch  39 Batch  464/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0231
Epoch  39 Batch  465/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9457, Loss: 0.0306
Epoch  39 Batch  466/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9354, Loss: 0.0206
Epoch  39 Batch  467/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9400, Loss: 0.0221
Epoch  39 Batch  468/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9368, Loss: 0.0199
Epoch  39 Batch  469/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9368, Loss: 0.0165
Epoch  39 Batch  470/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9396, Loss: 0.0242
Epoch  39 Batch  471/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9428, Loss: 0.0177
Epoch  39 Batch  472/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9428, Loss: 0.0199
Epoch  39 Batch  473/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0201
Epoch  39 Batch  474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0176
Epoch  39 Batch  475/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0223
Epoch  39 Batch  476/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9482, Loss: 0.0176
Epoch  39 Batch  477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9570, Loss: 0.0246
Epoch  39 Batch  478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9524, Loss: 0.0231
Epoch  39 Batch  479/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0261
Epoch  39 Batch  480/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9464, Loss: 0.0203
Epoch  39 Batch  481/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9464, Loss: 0.0215
Epoch  39 Batch  482/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9499, Loss: 0.0234
Epoch  39 Batch  483/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9400, Loss: 0.0318
Epoch  39 Batch  484/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9357, Loss: 0.0229
Epoch  39 Batch  485/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9357, Loss: 0.0248
Epoch  39 Batch  486/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9311, Loss: 0.0211
Epoch  39 Batch  487/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9311, Loss: 0.0172
Epoch  39 Batch  488/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9311, Loss: 0.0184
Epoch  39 Batch  489/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9371, Loss: 0.0229
Epoch  39 Batch  490/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9371, Loss: 0.0244
Epoch  39 Batch  491/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9371, Loss: 0.0282
Epoch  39 Batch  492/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  39 Batch  493/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9315, Loss: 0.0156
Epoch  39 Batch  494/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9425, Loss: 0.0155
Epoch  39 Batch  495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0212
Epoch  39 Batch  496/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9524, Loss: 0.0195
Epoch  39 Batch  497/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0294
Epoch  39 Batch  498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9535, Loss: 0.0256
Epoch  39 Batch  499/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9627, Loss: 0.0237
Epoch  39 Batch  500/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0193
Epoch  39 Batch  501/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0201
Epoch  39 Batch  502/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0247
Epoch  39 Batch  503/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0177
Epoch  39 Batch  504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0208
Epoch  39 Batch  505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0171
Epoch  39 Batch  506/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0256
Epoch  39 Batch  507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9521, Loss: 0.0259
Epoch  39 Batch  508/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0182
Epoch  39 Batch  509/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9581, Loss: 0.0321
Epoch  39 Batch  510/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0183
Epoch  39 Batch  511/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9485, Loss: 0.0230
Epoch  39 Batch  512/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9538, Loss: 0.0168
Epoch  39 Batch  513/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9577, Loss: 0.0238
Epoch  39 Batch  514/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0228
Epoch  39 Batch  515/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0214
Epoch  39 Batch  516/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9471, Loss: 0.0204
Epoch  39 Batch  517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0240
Epoch  39 Batch  518/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0221
Epoch  39 Batch  519/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0280
Epoch  39 Batch  520/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0138
Epoch  39 Batch  521/1077 - Train Accuracy: 0.9271, Validation Accuracy: 0.9531, Loss: 0.0224
Epoch  39 Batch  522/1077 - Train Accuracy: 0.9227, Validation Accuracy: 0.9535, Loss: 0.0291
Epoch  39 Batch  523/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9535, Loss: 0.0258
Epoch  39 Batch  524/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9492, Loss: 0.0252
Epoch  39 Batch  525/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0210
Epoch  39 Batch  526/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9538, Loss: 0.0175
Epoch  39 Batch  527/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9528, Loss: 0.0201
Epoch  39 Batch  528/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9524, Loss: 0.0250
Epoch  39 Batch  529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0243
Epoch  39 Batch  530/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9524, Loss: 0.0257
Epoch  39 Batch  531/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0231
Epoch  39 Batch  532/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9478, Loss: 0.0308
Epoch  39 Batch  533/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9528, Loss: 0.0194
Epoch  39 Batch  534/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9535, Loss: 0.0283
Epoch  39 Batch  535/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9538, Loss: 0.0239
Epoch  39 Batch  536/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9585, Loss: 0.0224
Epoch  39 Batch  537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0165
Epoch  39 Batch  538/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9634, Loss: 0.0213
Epoch  39 Batch  539/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0295
Epoch  39 Batch  540/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9705, Loss: 0.0143
Epoch  39 Batch  541/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9680, Loss: 0.0236
Epoch  39 Batch  542/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0223
Epoch  39 Batch  543/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  39 Batch  544/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0149
Epoch  39 Batch  545/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  39 Batch  546/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  39 Batch  547/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0202
Epoch  39 Batch  548/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9364, Loss: 0.0281
Epoch  39 Batch  549/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9375, Loss: 0.0261
Epoch  39 Batch  550/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9379, Loss: 0.0240
Epoch  39 Batch  551/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0248
Epoch  39 Batch  552/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0248
Epoch  39 Batch  553/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9513, Loss: 0.0277
Epoch  39 Batch  554/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0189
Epoch  39 Batch  555/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9496, Loss: 0.0203
Epoch  39 Batch  556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  39 Batch  557/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0200
Epoch  39 Batch  558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9460, Loss: 0.0184
Epoch  39 Batch  559/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9464, Loss: 0.0232
Epoch  39 Batch  560/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9570, Loss: 0.0214
Epoch  39 Batch  561/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0198
Epoch  39 Batch  562/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0196
Epoch  39 Batch  563/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9513, Loss: 0.0242
Epoch  39 Batch  564/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9464, Loss: 0.0300
Epoch  39 Batch  565/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0338
Epoch  39 Batch  566/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9464, Loss: 0.0253
Epoch  39 Batch  567/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9453, Loss: 0.0226
Epoch  39 Batch  568/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9453, Loss: 0.0193
Epoch  39 Batch  569/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0246
Epoch  39 Batch  570/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9471, Loss: 0.0255
Epoch  39 Batch  571/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0170
Epoch  39 Batch  572/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  39 Batch  573/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9620, Loss: 0.0380
Epoch  39 Batch  574/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0244
Epoch  39 Batch  575/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0179
Epoch  39 Batch  576/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  39 Batch  577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0228
Epoch  39 Batch  578/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0189
Epoch  39 Batch  579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9485, Loss: 0.0204
Epoch  39 Batch  580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0152
Epoch  39 Batch  581/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9489, Loss: 0.0173
Epoch  39 Batch  582/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0172
Epoch  39 Batch  583/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0230
Epoch  39 Batch  584/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9538, Loss: 0.0261
Epoch  39 Batch  585/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0137
Epoch  39 Batch  586/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9588, Loss: 0.0185
Epoch  39 Batch  587/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0245
Epoch  39 Batch  588/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0191
Epoch  39 Batch  589/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9585, Loss: 0.0208
Epoch  39 Batch  590/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9585, Loss: 0.0203
Epoch  39 Batch  591/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9517, Loss: 0.0198
Epoch  39 Batch  592/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0222
Epoch  39 Batch  593/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9560, Loss: 0.0381
Epoch  39 Batch  594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0277
Epoch  39 Batch  595/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0219
Epoch  39 Batch  596/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9581, Loss: 0.0229
Epoch  39 Batch  597/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9581, Loss: 0.0193
Epoch  39 Batch  598/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9581, Loss: 0.0226
Epoch  39 Batch  599/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9574, Loss: 0.0382
Epoch  39 Batch  600/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9577, Loss: 0.0261
Epoch  39 Batch  601/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9574, Loss: 0.0246
Epoch  39 Batch  602/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0231
Epoch  39 Batch  603/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9620, Loss: 0.0271
Epoch  39 Batch  604/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9673, Loss: 0.0401
Epoch  39 Batch  605/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9666, Loss: 0.0308
Epoch  39 Batch  606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0164
Epoch  39 Batch  607/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9663, Loss: 0.0260
Epoch  39 Batch  608/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0273
Epoch  39 Batch  609/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0280
Epoch  39 Batch  610/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9538, Loss: 0.0261
Epoch  39 Batch  611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0215
Epoch  39 Batch  612/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0188
Epoch  39 Batch  613/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9531, Loss: 0.0308
Epoch  39 Batch  614/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9531, Loss: 0.0193
Epoch  39 Batch  615/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0152
Epoch  39 Batch  616/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9606, Loss: 0.0238
Epoch  39 Batch  617/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0204
Epoch  39 Batch  618/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0247
Epoch  39 Batch  619/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0150
Epoch  39 Batch  620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0152
Epoch  39 Batch  621/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0305
Epoch  39 Batch  622/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0285
Epoch  39 Batch  623/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9609, Loss: 0.0278
Epoch  39 Batch  624/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9599, Loss: 0.0249
Epoch  39 Batch  625/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0203
Epoch  39 Batch  626/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9474, Loss: 0.0216
Epoch  39 Batch  627/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9474, Loss: 0.0230
Epoch  39 Batch  628/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0228
Epoch  39 Batch  629/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9474, Loss: 0.0216
Epoch  39 Batch  630/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0206
Epoch  39 Batch  631/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9595, Loss: 0.0287
Epoch  39 Batch  632/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0159
Epoch  39 Batch  633/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9549, Loss: 0.0191
Epoch  39 Batch  634/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9599, Loss: 0.0182
Epoch  39 Batch  635/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9602, Loss: 0.0264
Epoch  39 Batch  636/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0199
Epoch  39 Batch  637/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0237
Epoch  39 Batch  638/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9599, Loss: 0.0214
Epoch  39 Batch  639/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0275
Epoch  39 Batch  640/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0177
Epoch  39 Batch  641/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9570, Loss: 0.0221
Epoch  39 Batch  642/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9673, Loss: 0.0215
Epoch  39 Batch  643/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9698, Loss: 0.0168
Epoch  39 Batch  644/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0189
Epoch  39 Batch  645/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9599, Loss: 0.0274
Epoch  39 Batch  646/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0221
Epoch  39 Batch  647/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0279
Epoch  39 Batch  648/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0185
Epoch  39 Batch  649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0193
Epoch  39 Batch  650/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0230
Epoch  39 Batch  651/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0192
Epoch  39 Batch  652/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9712, Loss: 0.0205
Epoch  39 Batch  653/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9712, Loss: 0.0314
Epoch  39 Batch  654/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0239
Epoch  39 Batch  655/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9627, Loss: 0.0282
Epoch  39 Batch  656/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9531, Loss: 0.0242
Epoch  39 Batch  657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9574, Loss: 0.0252
Epoch  39 Batch  658/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0146
Epoch  39 Batch  659/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9528, Loss: 0.0179
Epoch  39 Batch  660/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0174
Epoch  39 Batch  661/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0197
Epoch  39 Batch  662/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9595, Loss: 0.0196
Epoch  39 Batch  663/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0157
Epoch  39 Batch  664/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9482, Loss: 0.0198
Epoch  39 Batch  665/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9478, Loss: 0.0167
Epoch  39 Batch  666/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9478, Loss: 0.0282
Epoch  39 Batch  667/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9428, Loss: 0.0246
Epoch  39 Batch  668/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0193
Epoch  39 Batch  669/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9478, Loss: 0.0176
Epoch  39 Batch  670/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9464, Loss: 0.0183
Epoch  39 Batch  671/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9513, Loss: 0.0248
Epoch  39 Batch  672/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9474, Loss: 0.0206
Epoch  39 Batch  673/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0258
Epoch  39 Batch  674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0216
Epoch  39 Batch  675/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9457, Loss: 0.0240
Epoch  39 Batch  676/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9542, Loss: 0.0207
Epoch  39 Batch  677/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0252
Epoch  39 Batch  678/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0132
Epoch  39 Batch  679/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9464, Loss: 0.0174
Epoch  39 Batch  680/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9521, Loss: 0.0279
Epoch  39 Batch  681/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9474, Loss: 0.0209
Epoch  39 Batch  682/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9379, Loss: 0.0182
Epoch  39 Batch  683/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9432, Loss: 0.0148
Epoch  39 Batch  684/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9428, Loss: 0.0243
Epoch  39 Batch  685/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9432, Loss: 0.0262
Epoch  39 Batch  686/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9506, Loss: 0.0194
Epoch  39 Batch  687/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0231
Epoch  39 Batch  688/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0197
Epoch  39 Batch  689/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0143
Epoch  39 Batch  690/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0234
Epoch  39 Batch  691/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0245
Epoch  39 Batch  692/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9560, Loss: 0.0195
Epoch  39 Batch  693/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9567, Loss: 0.0324
Epoch  39 Batch  694/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9684, Loss: 0.0181
Epoch  39 Batch  695/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9677, Loss: 0.0213
Epoch  39 Batch  696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9631, Loss: 0.0201
Epoch  39 Batch  697/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  39 Batch  698/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9538, Loss: 0.0171
Epoch  39 Batch  699/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  39 Batch  700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  39 Batch  701/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0195
Epoch  39 Batch  702/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9631, Loss: 0.0318
Epoch  39 Batch  703/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0226
Epoch  39 Batch  704/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9581, Loss: 0.0292
Epoch  39 Batch  705/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9638, Loss: 0.0242
Epoch  39 Batch  706/1077 - Train Accuracy: 0.9349, Validation Accuracy: 0.9588, Loss: 0.0385
Epoch  39 Batch  707/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9592, Loss: 0.0263
Epoch  39 Batch  708/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9641, Loss: 0.0200
Epoch  39 Batch  709/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9691, Loss: 0.0279
Epoch  39 Batch  710/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9670, Loss: 0.0171
Epoch  39 Batch  711/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9553, Loss: 0.0255
Epoch  39 Batch  712/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0181
Epoch  39 Batch  713/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0210
Epoch  39 Batch  714/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9474, Loss: 0.0210
Epoch  39 Batch  715/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0231
Epoch  39 Batch  716/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0166
Epoch  39 Batch  717/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9524, Loss: 0.0164
Epoch  39 Batch  718/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0271
Epoch  39 Batch  719/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9521, Loss: 0.0338
Epoch  39 Batch  720/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9467, Loss: 0.0210
Epoch  39 Batch  721/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9513, Loss: 0.0211
Epoch  39 Batch  722/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0208
Epoch  39 Batch  723/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9510, Loss: 0.0220
Epoch  39 Batch  724/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9513, Loss: 0.0245
Epoch  39 Batch  725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  39 Batch  726/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0152
Epoch  39 Batch  727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0184
Epoch  39 Batch  728/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0237
Epoch  39 Batch  729/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0255
Epoch  39 Batch  730/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9542, Loss: 0.0316
Epoch  39 Batch  731/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9535, Loss: 0.0218
Epoch  39 Batch  732/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9506, Loss: 0.0253
Epoch  39 Batch  733/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0241
Epoch  39 Batch  734/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9442, Loss: 0.0218
Epoch  39 Batch  735/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9396, Loss: 0.0175
Epoch  39 Batch  736/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9396, Loss: 0.0198
Epoch  39 Batch  737/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9396, Loss: 0.0243
Epoch  39 Batch  738/1077 - Train Accuracy: 0.9775, Validation Accuracy: 0.9396, Loss: 0.0155
Epoch  39 Batch  739/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0193
Epoch  39 Batch  740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0158
Epoch  39 Batch  741/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0284
Epoch  39 Batch  742/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9531, Loss: 0.0201
Epoch  39 Batch  743/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0225
Epoch  39 Batch  744/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0253
Epoch  39 Batch  745/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0244
Epoch  39 Batch  746/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9485, Loss: 0.0187
Epoch  39 Batch  747/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0178
Epoch  39 Batch  748/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0182
Epoch  39 Batch  749/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9499, Loss: 0.0183
Epoch  39 Batch  750/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0231
Epoch  39 Batch  751/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0239
Epoch  39 Batch  752/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  39 Batch  753/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0172
Epoch  39 Batch  754/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9624, Loss: 0.0246
Epoch  39 Batch  755/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0277
Epoch  39 Batch  756/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9524, Loss: 0.0232
Epoch  39 Batch  757/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9528, Loss: 0.0257
Epoch  39 Batch  758/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0170
Epoch  39 Batch  759/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9513, Loss: 0.0239
Epoch  39 Batch  760/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0235
Epoch  39 Batch  761/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9513, Loss: 0.0195
Epoch  39 Batch  762/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  39 Batch  763/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9492, Loss: 0.0252
Epoch  39 Batch  764/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0217
Epoch  39 Batch  765/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9496, Loss: 0.0339
Epoch  39 Batch  766/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9474, Loss: 0.0269
Epoch  39 Batch  767/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0225
Epoch  39 Batch  768/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  39 Batch  769/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0233
Epoch  39 Batch  770/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9503, Loss: 0.0209
Epoch  39 Batch  771/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0239
Epoch  39 Batch  772/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9506, Loss: 0.0201
Epoch  39 Batch  773/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0205
Epoch  39 Batch  774/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0175
Epoch  39 Batch  775/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0204
Epoch  39 Batch  776/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0241
Epoch  39 Batch  777/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9709, Loss: 0.0153
Epoch  39 Batch  778/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9609, Loss: 0.0252
Epoch  39 Batch  779/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0205
Epoch  39 Batch  780/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9609, Loss: 0.0286
Epoch  39 Batch  781/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0177
Epoch  39 Batch  782/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0225
Epoch  39 Batch  783/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9560, Loss: 0.0243
Epoch  39 Batch  784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  39 Batch  785/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9553, Loss: 0.0166
Epoch  39 Batch  786/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9553, Loss: 0.0170
Epoch  39 Batch  787/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0199
Epoch  39 Batch  788/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  39 Batch  789/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9471, Loss: 0.0285
Epoch  39 Batch  790/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9467, Loss: 0.0286
Epoch  39 Batch  791/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9467, Loss: 0.0239
Epoch  39 Batch  792/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0212
Epoch  39 Batch  793/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9503, Loss: 0.0193
Epoch  39 Batch  794/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0154
Epoch  39 Batch  795/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9432, Loss: 0.0252
Epoch  39 Batch  796/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9411, Loss: 0.0209
Epoch  39 Batch  797/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9450, Loss: 0.0269
Epoch  39 Batch  798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  39 Batch  799/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9567, Loss: 0.0370
Epoch  39 Batch  800/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0163
Epoch  39 Batch  801/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0213
Epoch  39 Batch  802/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0281
Epoch  39 Batch  803/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0205
Epoch  39 Batch  804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9492, Loss: 0.0144
Epoch  39 Batch  805/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9439, Loss: 0.0225
Epoch  39 Batch  806/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9489, Loss: 0.0198
Epoch  39 Batch  807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9492, Loss: 0.0141
Epoch  39 Batch  808/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9492, Loss: 0.0370
Epoch  39 Batch  809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9538, Loss: 0.0357
Epoch  39 Batch  810/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9531, Loss: 0.0179
Epoch  39 Batch  811/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  39 Batch  812/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9379, Loss: 0.0232
Epoch  39 Batch  813/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9428, Loss: 0.0209
Epoch  39 Batch  814/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0221
Epoch  39 Batch  815/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9492, Loss: 0.0264
Epoch  39 Batch  816/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9606, Loss: 0.0186
Epoch  39 Batch  817/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0218
Epoch  39 Batch  818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0242
Epoch  39 Batch  819/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9627, Loss: 0.0201
Epoch  39 Batch  820/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9648, Loss: 0.0209
Epoch  39 Batch  821/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0241
Epoch  39 Batch  822/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0180
Epoch  39 Batch  823/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0225
Epoch  39 Batch  824/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9659, Loss: 0.0251
Epoch  39 Batch  825/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0154
Epoch  39 Batch  826/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0202
Epoch  39 Batch  827/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9531, Loss: 0.0259
Epoch  39 Batch  828/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0178
Epoch  39 Batch  829/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0282
Epoch  39 Batch  830/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9609, Loss: 0.0258
Epoch  39 Batch  831/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0241
Epoch  39 Batch  832/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0176
Epoch  39 Batch  833/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0281
Epoch  39 Batch  834/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9652, Loss: 0.0234
Epoch  39 Batch  835/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0222
Epoch  39 Batch  836/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9556, Loss: 0.0180
Epoch  39 Batch  837/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0272
Epoch  39 Batch  838/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0227
Epoch  39 Batch  839/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9616, Loss: 0.0139
Epoch  39 Batch  840/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0233
Epoch  39 Batch  841/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9602, Loss: 0.0363
Epoch  39 Batch  842/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0159
Epoch  39 Batch  843/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  39 Batch  844/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9549, Loss: 0.0206
Epoch  39 Batch  845/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  39 Batch  846/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9545, Loss: 0.0308
Epoch  39 Batch  847/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0243
Epoch  39 Batch  848/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0208
Epoch  39 Batch  849/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0154
Epoch  39 Batch  850/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0327
Epoch  39 Batch  851/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9599, Loss: 0.0322
Epoch  39 Batch  852/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9553, Loss: 0.0323
Epoch  39 Batch  853/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0244
Epoch  39 Batch  854/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0242
Epoch  39 Batch  855/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  39 Batch  856/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9545, Loss: 0.0245
Epoch  39 Batch  857/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9535, Loss: 0.0215
Epoch  39 Batch  858/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9531, Loss: 0.0173
Epoch  39 Batch  859/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0209
Epoch  39 Batch  860/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0208
Epoch  39 Batch  861/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  39 Batch  862/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0261
Epoch  39 Batch  863/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  39 Batch  864/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9567, Loss: 0.0247
Epoch  39 Batch  865/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9513, Loss: 0.0236
Epoch  39 Batch  866/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9563, Loss: 0.0260
Epoch  39 Batch  867/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9563, Loss: 0.0621
Epoch  39 Batch  868/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0257
Epoch  39 Batch  869/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0219
Epoch  39 Batch  870/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  39 Batch  871/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0172
Epoch  39 Batch  872/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0193
Epoch  39 Batch  873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9510, Loss: 0.0215
Epoch  39 Batch  874/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9524, Loss: 0.0253
Epoch  39 Batch  875/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0212
Epoch  39 Batch  876/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9482, Loss: 0.0192
Epoch  39 Batch  877/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9446, Loss: 0.0172
Epoch  39 Batch  878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9503, Loss: 0.0178
Epoch  39 Batch  879/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9503, Loss: 0.0144
Epoch  39 Batch  880/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0240
Epoch  39 Batch  881/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0233
Epoch  39 Batch  882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  39 Batch  883/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9542, Loss: 0.0288
Epoch  39 Batch  884/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9542, Loss: 0.0255
Epoch  39 Batch  885/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9510, Loss: 0.0128
Epoch  39 Batch  886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0193
Epoch  39 Batch  887/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9563, Loss: 0.0233
Epoch  39 Batch  888/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  39 Batch  889/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9563, Loss: 0.0259
Epoch  39 Batch  890/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9563, Loss: 0.0221
Epoch  39 Batch  891/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9567, Loss: 0.0150
Epoch  39 Batch  892/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  39 Batch  893/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0174
Epoch  39 Batch  894/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  39 Batch  895/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0175
Epoch  39 Batch  896/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9414, Loss: 0.0202
Epoch  39 Batch  897/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0186
Epoch  39 Batch  898/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9418, Loss: 0.0226
Epoch  39 Batch  899/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9485, Loss: 0.0233
Epoch  39 Batch  900/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0237
Epoch  39 Batch  901/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9485, Loss: 0.0356
Epoch  39 Batch  902/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9482, Loss: 0.0264
Epoch  39 Batch  903/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9482, Loss: 0.0244
Epoch  39 Batch  904/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9535, Loss: 0.0202
Epoch  39 Batch  905/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  39 Batch  906/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9624, Loss: 0.0221
Epoch  39 Batch  907/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9673, Loss: 0.0244
Epoch  39 Batch  908/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0225
Epoch  39 Batch  909/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9606, Loss: 0.0260
Epoch  39 Batch  910/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9656, Loss: 0.0248
Epoch  39 Batch  911/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9656, Loss: 0.0311
Epoch  39 Batch  912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9705, Loss: 0.0203
Epoch  39 Batch  913/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9656, Loss: 0.0272
Epoch  39 Batch  914/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9641, Loss: 0.0508
Epoch  39 Batch  915/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9545, Loss: 0.0183
Epoch  39 Batch  916/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0214
Epoch  39 Batch  917/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0237
Epoch  39 Batch  918/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0179
Epoch  39 Batch  919/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9595, Loss: 0.0155
Epoch  39 Batch  920/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0168
Epoch  39 Batch  921/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0217
Epoch  39 Batch  922/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9506, Loss: 0.0209
Epoch  39 Batch  923/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9478, Loss: 0.0143
Epoch  39 Batch  924/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9478, Loss: 0.0269
Epoch  39 Batch  925/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0164
Epoch  39 Batch  926/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0247
Epoch  39 Batch  927/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9471, Loss: 0.0267
Epoch  39 Batch  928/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0203
Epoch  39 Batch  929/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0207
Epoch  39 Batch  930/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0159
Epoch  39 Batch  931/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0201
Epoch  39 Batch  932/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0213
Epoch  39 Batch  933/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0192
Epoch  39 Batch  934/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0175
Epoch  39 Batch  935/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0198
Epoch  39 Batch  936/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0234
Epoch  39 Batch  937/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9556, Loss: 0.0354
Epoch  39 Batch  938/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0252
Epoch  39 Batch  939/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0251
Epoch  39 Batch  940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0190
Epoch  39 Batch  941/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0214
Epoch  39 Batch  942/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0283
Epoch  39 Batch  943/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0182
Epoch  39 Batch  944/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9581, Loss: 0.0206
Epoch  39 Batch  945/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9528, Loss: 0.0156
Epoch  39 Batch  946/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  39 Batch  947/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9485, Loss: 0.0215
Epoch  39 Batch  948/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9478, Loss: 0.0232
Epoch  39 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0175
Epoch  39 Batch  950/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0196
Epoch  39 Batch  951/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9641, Loss: 0.0215
Epoch  39 Batch  952/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0128
Epoch  39 Batch  953/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0195
Epoch  39 Batch  954/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0262
Epoch  39 Batch  955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0227
Epoch  39 Batch  956/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0223
Epoch  39 Batch  957/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9616, Loss: 0.0141
Epoch  39 Batch  958/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0223
Epoch  39 Batch  959/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9680, Loss: 0.0256
Epoch  39 Batch  960/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  39 Batch  961/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9659, Loss: 0.0144
Epoch  39 Batch  962/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0267
Epoch  39 Batch  963/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9680, Loss: 0.0259
Epoch  39 Batch  964/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  39 Batch  965/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0321
Epoch  39 Batch  966/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9538, Loss: 0.0195
Epoch  39 Batch  967/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0238
Epoch  39 Batch  968/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9624, Loss: 0.0284
Epoch  39 Batch  969/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0280
Epoch  39 Batch  970/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0216
Epoch  39 Batch  971/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0294
Epoch  39 Batch  972/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9556, Loss: 0.0262
Epoch  39 Batch  973/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9606, Loss: 0.0174
Epoch  39 Batch  974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9602, Loss: 0.0180
Epoch  39 Batch  975/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  39 Batch  976/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0166
Epoch  39 Batch  977/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9560, Loss: 0.0139
Epoch  39 Batch  978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0200
Epoch  39 Batch  979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9457, Loss: 0.0190
Epoch  39 Batch  980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0227
Epoch  39 Batch  981/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9510, Loss: 0.0254
Epoch  39 Batch  982/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0256
Epoch  39 Batch  983/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9631, Loss: 0.0208
Epoch  39 Batch  984/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9560, Loss: 0.0262
Epoch  39 Batch  985/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0174
Epoch  39 Batch  986/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9577, Loss: 0.0218
Epoch  39 Batch  987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0169
Epoch  39 Batch  988/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0251
Epoch  39 Batch  989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0219
Epoch  39 Batch  990/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0249
Epoch  39 Batch  991/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0186
Epoch  39 Batch  992/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0252
Epoch  39 Batch  993/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0169
Epoch  39 Batch  994/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0195
Epoch  39 Batch  995/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9400, Loss: 0.0176
Epoch  39 Batch  996/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0243
Epoch  39 Batch  997/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0222
Epoch  39 Batch  998/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9460, Loss: 0.0207
Epoch  39 Batch  999/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9471, Loss: 0.0241
Epoch  39 Batch 1000/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0227
Epoch  39 Batch 1001/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9439, Loss: 0.0155
Epoch  39 Batch 1002/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9439, Loss: 0.0172
Epoch  39 Batch 1003/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9439, Loss: 0.0210
Epoch  39 Batch 1004/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0223
Epoch  39 Batch 1005/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9386, Loss: 0.0211
Epoch  39 Batch 1006/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9435, Loss: 0.0188
Epoch  39 Batch 1007/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9435, Loss: 0.0151
Epoch  39 Batch 1008/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9442, Loss: 0.0252
Epoch  39 Batch 1009/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9489, Loss: 0.0164
Epoch  39 Batch 1010/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0178
Epoch  39 Batch 1011/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9510, Loss: 0.0197
Epoch  39 Batch 1012/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9464, Loss: 0.0173
Epoch  39 Batch 1013/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9496, Loss: 0.0141
Epoch  39 Batch 1014/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9432, Loss: 0.0223
Epoch  39 Batch 1015/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9428, Loss: 0.0297
Epoch  39 Batch 1016/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0242
Epoch  39 Batch 1017/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0207
Epoch  39 Batch 1018/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0283
Epoch  39 Batch 1019/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9549, Loss: 0.0334
Epoch  39 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0191
Epoch  39 Batch 1021/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0178
Epoch  39 Batch 1022/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0204
Epoch  39 Batch 1023/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0220
Epoch  39 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0287
Epoch  39 Batch 1025/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  39 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9595, Loss: 0.0230
Epoch  39 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9588, Loss: 0.0196
Epoch  39 Batch 1028/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0228
Epoch  39 Batch 1029/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0201
Epoch  39 Batch 1030/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9602, Loss: 0.0179
Epoch  39 Batch 1031/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9613, Loss: 0.0261
Epoch  39 Batch 1032/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9560, Loss: 0.0244
Epoch  39 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9510, Loss: 0.0224
Epoch  39 Batch 1034/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0218
Epoch  39 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9563, Loss: 0.0155
Epoch  39 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0248
Epoch  39 Batch 1037/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9489, Loss: 0.0216
Epoch  39 Batch 1038/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9538, Loss: 0.0327
Epoch  39 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9453, Loss: 0.0204
Epoch  39 Batch 1040/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9453, Loss: 0.0202
Epoch  39 Batch 1041/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0303
Epoch  39 Batch 1042/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0223
Epoch  39 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9368, Loss: 0.0285
Epoch  39 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9411, Loss: 0.0235
Epoch  39 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9389, Loss: 0.0225
Epoch  39 Batch 1046/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9393, Loss: 0.0142
Epoch  39 Batch 1047/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9400, Loss: 0.0181
Epoch  39 Batch 1048/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0255
Epoch  39 Batch 1049/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9364, Loss: 0.0223
Epoch  39 Batch 1050/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9368, Loss: 0.0163
Epoch  39 Batch 1051/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9457, Loss: 0.0260
Epoch  39 Batch 1052/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0179
Epoch  39 Batch 1053/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0241
Epoch  39 Batch 1054/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0220
Epoch  39 Batch 1055/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0270
Epoch  39 Batch 1056/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9684, Loss: 0.0186
Epoch  39 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9680, Loss: 0.0182
Epoch  39 Batch 1058/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9592, Loss: 0.0211
Epoch  39 Batch 1059/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9592, Loss: 0.0232
Epoch  39 Batch 1060/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0170
Epoch  39 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9510, Loss: 0.0310
Epoch  39 Batch 1062/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0244
Epoch  39 Batch 1063/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0237
Epoch  39 Batch 1064/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  39 Batch 1065/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0224
Epoch  39 Batch 1066/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0165
Epoch  39 Batch 1067/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0232
Epoch  39 Batch 1068/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0157
Epoch  39 Batch 1069/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  39 Batch 1070/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0187
Epoch  39 Batch 1071/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  39 Batch 1072/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9602, Loss: 0.0222
Epoch  39 Batch 1073/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0235
Epoch  39 Batch 1074/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0303
Epoch  39 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9460, Loss: 0.0253
Epoch  40 Batch    1/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0145
Epoch  40 Batch    2/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9531, Loss: 0.0228
Epoch  40 Batch    3/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9531, Loss: 0.0304
Epoch  40 Batch    4/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9531, Loss: 0.0188
Epoch  40 Batch    5/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9535, Loss: 0.0263
Epoch  40 Batch    6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0163
Epoch  40 Batch    7/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9574, Loss: 0.0249
Epoch  40 Batch    8/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  40 Batch    9/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9581, Loss: 0.0188
Epoch  40 Batch   10/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9549, Loss: 0.0185
Epoch  40 Batch   11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9545, Loss: 0.0282
Epoch  40 Batch   12/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0165
Epoch  40 Batch   13/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9538, Loss: 0.0298
Epoch  40 Batch   14/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  40 Batch   15/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  40 Batch   16/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0218
Epoch  40 Batch   17/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  40 Batch   18/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9478, Loss: 0.0182
Epoch  40 Batch   19/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9478, Loss: 0.0185
Epoch  40 Batch   20/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0189
Epoch  40 Batch   21/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0239
Epoch  40 Batch   22/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9489, Loss: 0.0225
Epoch  40 Batch   23/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9393, Loss: 0.0153
Epoch  40 Batch   24/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0262
Epoch  40 Batch   25/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9457, Loss: 0.0126
Epoch  40 Batch   26/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9499, Loss: 0.0281
Epoch  40 Batch   27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9574, Loss: 0.0163
Epoch  40 Batch   28/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9592, Loss: 0.0220
Epoch  40 Batch   29/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0237
Epoch  40 Batch   30/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  40 Batch   31/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9616, Loss: 0.0186
Epoch  40 Batch   32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9663, Loss: 0.0171
Epoch  40 Batch   33/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9563, Loss: 0.0146
Epoch  40 Batch   34/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9563, Loss: 0.0282
Epoch  40 Batch   35/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0240
Epoch  40 Batch   36/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0176
Epoch  40 Batch   37/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9606, Loss: 0.0243
Epoch  40 Batch   38/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9528, Loss: 0.0273
Epoch  40 Batch   39/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9528, Loss: 0.0253
Epoch  40 Batch   40/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0194
Epoch  40 Batch   41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9563, Loss: 0.0184
Epoch  40 Batch   42/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9471, Loss: 0.0283
Epoch  40 Batch   43/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9403, Loss: 0.0107
Epoch  40 Batch   44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9386, Loss: 0.0146
Epoch  40 Batch   45/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9428, Loss: 0.0251
Epoch  40 Batch   46/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9499, Loss: 0.0289
Epoch  40 Batch   47/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  40 Batch   48/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0252
Epoch  40 Batch   49/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0294
Epoch  40 Batch   50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9347, Loss: 0.0181
Epoch  40 Batch   51/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0209
Epoch  40 Batch   52/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0278
Epoch  40 Batch   53/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9489, Loss: 0.0218
Epoch  40 Batch   54/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0378
Epoch  40 Batch   55/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9531, Loss: 0.0166
Epoch  40 Batch   56/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9510, Loss: 0.0177
Epoch  40 Batch   57/1077 - Train Accuracy: 0.9521, Validation Accuracy: 0.9471, Loss: 0.0247
Epoch  40 Batch   58/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9428, Loss: 0.0205
Epoch  40 Batch   59/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9432, Loss: 0.0247
Epoch  40 Batch   60/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9435, Loss: 0.0132
Epoch  40 Batch   61/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9389, Loss: 0.0215
Epoch  40 Batch   62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9457, Loss: 0.0256
Epoch  40 Batch   63/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9418, Loss: 0.0168
Epoch  40 Batch   64/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9464, Loss: 0.0195
Epoch  40 Batch   65/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9464, Loss: 0.0190
Epoch  40 Batch   66/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9510, Loss: 0.0118
Epoch  40 Batch   67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9400, Loss: 0.0208
Epoch  40 Batch   68/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0254
Epoch  40 Batch   69/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9435, Loss: 0.0315
Epoch  40 Batch   70/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9531, Loss: 0.0268
Epoch  40 Batch   71/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  40 Batch   72/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  40 Batch   73/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9428, Loss: 0.0202
Epoch  40 Batch   74/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9478, Loss: 0.0212
Epoch  40 Batch   75/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9396, Loss: 0.0302
Epoch  40 Batch   76/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9347, Loss: 0.0141
Epoch  40 Batch   77/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9343, Loss: 0.0215
Epoch  40 Batch   78/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9339, Loss: 0.0221
Epoch  40 Batch   79/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9371, Loss: 0.0202
Epoch  40 Batch   80/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9453, Loss: 0.0207
Epoch  40 Batch   81/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9457, Loss: 0.0206
Epoch  40 Batch   82/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9542, Loss: 0.0242
Epoch  40 Batch   83/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9663, Loss: 0.0189
Epoch  40 Batch   84/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9666, Loss: 0.0210
Epoch  40 Batch   85/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0213
Epoch  40 Batch   86/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0217
Epoch  40 Batch   87/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9666, Loss: 0.0262
Epoch  40 Batch   88/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0255
Epoch  40 Batch   89/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0224
Epoch  40 Batch   90/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9585, Loss: 0.0177
Epoch  40 Batch   91/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0185
Epoch  40 Batch   92/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9407, Loss: 0.0237
Epoch  40 Batch   93/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9407, Loss: 0.0190
Epoch  40 Batch   94/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9453, Loss: 0.0165
Epoch  40 Batch   95/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9503, Loss: 0.0204
Epoch  40 Batch   96/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9471, Loss: 0.0210
Epoch  40 Batch   97/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0216
Epoch  40 Batch   98/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0240
Epoch  40 Batch   99/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9478, Loss: 0.0184
Epoch  40 Batch  100/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9581, Loss: 0.0198
Epoch  40 Batch  101/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9581, Loss: 0.0213
Epoch  40 Batch  102/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0163
Epoch  40 Batch  103/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0235
Epoch  40 Batch  104/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9577, Loss: 0.0202
Epoch  40 Batch  105/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  40 Batch  106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9545, Loss: 0.0216
Epoch  40 Batch  107/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9496, Loss: 0.0247
Epoch  40 Batch  108/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9641, Loss: 0.0279
Epoch  40 Batch  109/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0210
Epoch  40 Batch  110/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  40 Batch  111/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9574, Loss: 0.0195
Epoch  40 Batch  112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  40 Batch  113/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0286
Epoch  40 Batch  114/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9549, Loss: 0.0161
Epoch  40 Batch  115/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9592, Loss: 0.0220
Epoch  40 Batch  116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9595, Loss: 0.0311
Epoch  40 Batch  117/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0231
Epoch  40 Batch  118/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0226
Epoch  40 Batch  119/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  40 Batch  120/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9588, Loss: 0.0211
Epoch  40 Batch  121/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0226
Epoch  40 Batch  122/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0196
Epoch  40 Batch  123/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0152
Epoch  40 Batch  124/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0212
Epoch  40 Batch  125/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9542, Loss: 0.0318
Epoch  40 Batch  126/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9503, Loss: 0.0241
Epoch  40 Batch  127/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9478, Loss: 0.0199
Epoch  40 Batch  128/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9471, Loss: 0.0223
Epoch  40 Batch  129/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0272
Epoch  40 Batch  130/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  40 Batch  131/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9474, Loss: 0.0206
Epoch  40 Batch  132/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9478, Loss: 0.0176
Epoch  40 Batch  133/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0151
Epoch  40 Batch  134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0200
Epoch  40 Batch  135/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0208
Epoch  40 Batch  136/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9506, Loss: 0.0182
Epoch  40 Batch  137/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9517, Loss: 0.0209
Epoch  40 Batch  138/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9442, Loss: 0.0227
Epoch  40 Batch  139/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9435, Loss: 0.0205
Epoch  40 Batch  140/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9414, Loss: 0.0166
Epoch  40 Batch  141/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0213
Epoch  40 Batch  142/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9499, Loss: 0.0208
Epoch  40 Batch  143/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9496, Loss: 0.0208
Epoch  40 Batch  144/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0296
Epoch  40 Batch  145/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0178
Epoch  40 Batch  146/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9535, Loss: 0.0630
Epoch  40 Batch  147/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0161
Epoch  40 Batch  148/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9613, Loss: 0.0258
Epoch  40 Batch  149/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9616, Loss: 0.0160
Epoch  40 Batch  150/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9542, Loss: 0.0211
Epoch  40 Batch  151/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  40 Batch  152/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9542, Loss: 0.0258
Epoch  40 Batch  153/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0320
Epoch  40 Batch  154/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9595, Loss: 0.0210
Epoch  40 Batch  155/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  40 Batch  156/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  40 Batch  157/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9616, Loss: 0.0180
Epoch  40 Batch  158/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9616, Loss: 0.0239
Epoch  40 Batch  159/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0203
Epoch  40 Batch  160/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9616, Loss: 0.0200
Epoch  40 Batch  161/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0137
Epoch  40 Batch  162/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0190
Epoch  40 Batch  163/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9616, Loss: 0.0302
Epoch  40 Batch  164/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9574, Loss: 0.0188
Epoch  40 Batch  165/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0305
Epoch  40 Batch  166/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0233
Epoch  40 Batch  167/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0179
Epoch  40 Batch  168/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9577, Loss: 0.0293
Epoch  40 Batch  169/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0205
Epoch  40 Batch  170/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9521, Loss: 0.0236
Epoch  40 Batch  171/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  40 Batch  172/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0191
Epoch  40 Batch  173/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9652, Loss: 0.0277
Epoch  40 Batch  174/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9602, Loss: 0.0141
Epoch  40 Batch  175/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9645, Loss: 0.0273
Epoch  40 Batch  176/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0207
Epoch  40 Batch  177/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9563, Loss: 0.0228
Epoch  40 Batch  178/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0184
Epoch  40 Batch  179/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9588, Loss: 0.0278
Epoch  40 Batch  180/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0198
Epoch  40 Batch  181/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0235
Epoch  40 Batch  182/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9652, Loss: 0.0296
Epoch  40 Batch  183/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9599, Loss: 0.0212
Epoch  40 Batch  184/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9599, Loss: 0.0266
Epoch  40 Batch  185/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0219
Epoch  40 Batch  186/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9574, Loss: 0.0260
Epoch  40 Batch  187/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9574, Loss: 0.0199
Epoch  40 Batch  188/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0241
Epoch  40 Batch  189/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9510, Loss: 0.0230
Epoch  40 Batch  190/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0210
Epoch  40 Batch  191/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9482, Loss: 0.0166
Epoch  40 Batch  192/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0229
Epoch  40 Batch  193/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0195
Epoch  40 Batch  194/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0170
Epoch  40 Batch  195/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9574, Loss: 0.0195
Epoch  40 Batch  196/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9577, Loss: 0.0145
Epoch  40 Batch  197/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0252
Epoch  40 Batch  198/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0243
Epoch  40 Batch  199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0204
Epoch  40 Batch  200/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0217
Epoch  40 Batch  201/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0184
Epoch  40 Batch  202/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0194
Epoch  40 Batch  203/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9595, Loss: 0.0247
Epoch  40 Batch  204/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9549, Loss: 0.0374
Epoch  40 Batch  205/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9549, Loss: 0.0268
Epoch  40 Batch  206/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0172
Epoch  40 Batch  207/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0199
Epoch  40 Batch  208/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9595, Loss: 0.0209
Epoch  40 Batch  209/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9538, Loss: 0.0173
Epoch  40 Batch  210/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9538, Loss: 0.0200
Epoch  40 Batch  211/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9542, Loss: 0.0200
Epoch  40 Batch  212/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9545, Loss: 0.0189
Epoch  40 Batch  213/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0200
Epoch  40 Batch  214/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0173
Epoch  40 Batch  215/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0236
Epoch  40 Batch  216/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0188
Epoch  40 Batch  217/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0146
Epoch  40 Batch  218/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  40 Batch  219/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9474, Loss: 0.0165
Epoch  40 Batch  220/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9521, Loss: 0.0220
Epoch  40 Batch  221/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9528, Loss: 0.0225
Epoch  40 Batch  222/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9528, Loss: 0.0196
Epoch  40 Batch  223/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9528, Loss: 0.0201
Epoch  40 Batch  224/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0229
Epoch  40 Batch  225/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0295
Epoch  40 Batch  226/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0210
Epoch  40 Batch  227/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9513, Loss: 0.0240
Epoch  40 Batch  228/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0185
Epoch  40 Batch  229/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0196
Epoch  40 Batch  230/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9492, Loss: 0.0203
Epoch  40 Batch  231/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9489, Loss: 0.0239
Epoch  40 Batch  232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0165
Epoch  40 Batch  233/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0279
Epoch  40 Batch  234/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9570, Loss: 0.0192
Epoch  40 Batch  235/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9570, Loss: 0.0232
Epoch  40 Batch  236/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0210
Epoch  40 Batch  237/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9528, Loss: 0.0175
Epoch  40 Batch  238/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0191
Epoch  40 Batch  239/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0145
Epoch  40 Batch  240/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9485, Loss: 0.0147
Epoch  40 Batch  241/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0164
Epoch  40 Batch  242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0190
Epoch  40 Batch  243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0251
Epoch  40 Batch  244/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0208
Epoch  40 Batch  245/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0162
Epoch  40 Batch  246/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  40 Batch  247/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9528, Loss: 0.0187
Epoch  40 Batch  248/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0230
Epoch  40 Batch  249/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  40 Batch  250/1077 - Train Accuracy: 0.9517, Validation Accuracy: 0.9563, Loss: 0.0211
Epoch  40 Batch  251/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9570, Loss: 0.0260
Epoch  40 Batch  252/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0229
Epoch  40 Batch  253/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0234
Epoch  40 Batch  254/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9734, Loss: 0.0240
Epoch  40 Batch  255/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9737, Loss: 0.0231
Epoch  40 Batch  256/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9780, Loss: 0.0379
Epoch  40 Batch  257/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9730, Loss: 0.0191
Epoch  40 Batch  258/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0193
Epoch  40 Batch  259/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9677, Loss: 0.0177
Epoch  40 Batch  260/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9631, Loss: 0.0175
Epoch  40 Batch  261/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9631, Loss: 0.0212
Epoch  40 Batch  262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9684, Loss: 0.0197
Epoch  40 Batch  263/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0179
Epoch  40 Batch  264/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9659, Loss: 0.0192
Epoch  40 Batch  265/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  40 Batch  266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0238
Epoch  40 Batch  267/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  40 Batch  268/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0276
Epoch  40 Batch  269/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0261
Epoch  40 Batch  270/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9503, Loss: 0.0272
Epoch  40 Batch  271/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0209
Epoch  40 Batch  272/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9581, Loss: 0.0458
Epoch  40 Batch  273/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0192
Epoch  40 Batch  274/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9556, Loss: 0.0238
Epoch  40 Batch  275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9418, Loss: 0.0203
Epoch  40 Batch  276/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0344
Epoch  40 Batch  277/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9439, Loss: 0.0153
Epoch  40 Batch  278/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9485, Loss: 0.0255
Epoch  40 Batch  279/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9489, Loss: 0.0248
Epoch  40 Batch  280/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0256
Epoch  40 Batch  281/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0234
Epoch  40 Batch  282/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9510, Loss: 0.0238
Epoch  40 Batch  283/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0228
Epoch  40 Batch  284/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0232
Epoch  40 Batch  285/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  40 Batch  286/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0190
Epoch  40 Batch  287/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0243
Epoch  40 Batch  288/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0271
Epoch  40 Batch  289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9428, Loss: 0.0218
Epoch  40 Batch  290/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9432, Loss: 0.0352
Epoch  40 Batch  291/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9531, Loss: 0.0317
Epoch  40 Batch  292/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0184
Epoch  40 Batch  293/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9418, Loss: 0.0200
Epoch  40 Batch  294/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0242
Epoch  40 Batch  295/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9485, Loss: 0.0198
Epoch  40 Batch  296/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9485, Loss: 0.0177
Epoch  40 Batch  297/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9485, Loss: 0.0241
Epoch  40 Batch  298/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0247
Epoch  40 Batch  299/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0224
Epoch  40 Batch  300/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9510, Loss: 0.0210
Epoch  40 Batch  301/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0199
Epoch  40 Batch  302/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0194
Epoch  40 Batch  303/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0250
Epoch  40 Batch  304/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0212
Epoch  40 Batch  305/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  40 Batch  306/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9673, Loss: 0.0391
Epoch  40 Batch  307/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9567, Loss: 0.0236
Epoch  40 Batch  308/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9570, Loss: 0.0236
Epoch  40 Batch  309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0168
Epoch  40 Batch  310/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9627, Loss: 0.0208
Epoch  40 Batch  311/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0168
Epoch  40 Batch  312/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0256
Epoch  40 Batch  313/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0180
Epoch  40 Batch  314/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0293
Epoch  40 Batch  315/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9538, Loss: 0.0173
Epoch  40 Batch  316/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0237
Epoch  40 Batch  317/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9535, Loss: 0.0201
Epoch  40 Batch  318/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9535, Loss: 0.0171
Epoch  40 Batch  319/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0260
Epoch  40 Batch  320/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9471, Loss: 0.0298
Epoch  40 Batch  321/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9492, Loss: 0.0181
Epoch  40 Batch  322/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0203
Epoch  40 Batch  323/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0227
Epoch  40 Batch  324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9510, Loss: 0.0230
Epoch  40 Batch  325/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9553, Loss: 0.0223
Epoch  40 Batch  326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9482, Loss: 0.0186
Epoch  40 Batch  327/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0271
Epoch  40 Batch  328/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9439, Loss: 0.0265
Epoch  40 Batch  329/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9439, Loss: 0.0239
Epoch  40 Batch  330/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9439, Loss: 0.0184
Epoch  40 Batch  331/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9492, Loss: 0.0230
Epoch  40 Batch  332/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9496, Loss: 0.0155
Epoch  40 Batch  333/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9524, Loss: 0.0167
Epoch  40 Batch  334/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0186
Epoch  40 Batch  335/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  40 Batch  336/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9613, Loss: 0.0588
Epoch  40 Batch  337/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0210
Epoch  40 Batch  338/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9556, Loss: 0.0335
Epoch  40 Batch  339/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9556, Loss: 0.0159
Epoch  40 Batch  340/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0271
Epoch  40 Batch  341/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9556, Loss: 0.0314
Epoch  40 Batch  342/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9556, Loss: 0.0176
Epoch  40 Batch  343/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9453, Loss: 0.0301
Epoch  40 Batch  344/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9382, Loss: 0.0259
Epoch  40 Batch  345/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9354, Loss: 0.0200
Epoch  40 Batch  346/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9400, Loss: 0.0212
Epoch  40 Batch  347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9432, Loss: 0.0177
Epoch  40 Batch  348/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9439, Loss: 0.0217
Epoch  40 Batch  349/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0183
Epoch  40 Batch  350/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9446, Loss: 0.0196
Epoch  40 Batch  351/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9400, Loss: 0.0206
Epoch  40 Batch  352/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9403, Loss: 0.0169
Epoch  40 Batch  353/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9403, Loss: 0.0237
Epoch  40 Batch  354/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9403, Loss: 0.0258
Epoch  40 Batch  355/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0244
Epoch  40 Batch  356/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9400, Loss: 0.0199
Epoch  40 Batch  357/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9450, Loss: 0.0238
Epoch  40 Batch  358/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9464, Loss: 0.0257
Epoch  40 Batch  359/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9414, Loss: 0.0228
Epoch  40 Batch  360/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9418, Loss: 0.0163
Epoch  40 Batch  361/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9467, Loss: 0.0157
Epoch  40 Batch  362/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9464, Loss: 0.0268
Epoch  40 Batch  363/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0201
Epoch  40 Batch  364/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9457, Loss: 0.0304
Epoch  40 Batch  365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9403, Loss: 0.0147
Epoch  40 Batch  366/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0143
Epoch  40 Batch  367/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9446, Loss: 0.0122
Epoch  40 Batch  368/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9446, Loss: 0.0174
Epoch  40 Batch  369/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0195
Epoch  40 Batch  370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0234
Epoch  40 Batch  371/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0136
Epoch  40 Batch  372/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9506, Loss: 0.0168
Epoch  40 Batch  373/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0149
Epoch  40 Batch  374/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9485, Loss: 0.0240
Epoch  40 Batch  375/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9485, Loss: 0.0170
Epoch  40 Batch  376/1077 - Train Accuracy: 0.9450, Validation Accuracy: 0.9556, Loss: 0.0252
Epoch  40 Batch  377/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9560, Loss: 0.0216
Epoch  40 Batch  378/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0164
Epoch  40 Batch  379/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0301
Epoch  40 Batch  380/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9521, Loss: 0.0140
Epoch  40 Batch  381/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0248
Epoch  40 Batch  382/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9521, Loss: 0.0299
Epoch  40 Batch  383/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9521, Loss: 0.0241
Epoch  40 Batch  384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0160
Epoch  40 Batch  385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0173
Epoch  40 Batch  386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0187
Epoch  40 Batch  387/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0211
Epoch  40 Batch  388/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9460, Loss: 0.0344
Epoch  40 Batch  389/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9506, Loss: 0.0202
Epoch  40 Batch  390/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9553, Loss: 0.0297
Epoch  40 Batch  391/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0216
Epoch  40 Batch  392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0313
Epoch  40 Batch  393/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9542, Loss: 0.0184
Epoch  40 Batch  394/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0231
Epoch  40 Batch  395/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9478, Loss: 0.0183
Epoch  40 Batch  396/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9478, Loss: 0.0233
Epoch  40 Batch  397/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9517, Loss: 0.0234
Epoch  40 Batch  398/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9513, Loss: 0.0196
Epoch  40 Batch  399/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9460, Loss: 0.0217
Epoch  40 Batch  400/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0201
Epoch  40 Batch  401/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0195
Epoch  40 Batch  402/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0157
Epoch  40 Batch  403/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0335
Epoch  40 Batch  404/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0256
Epoch  40 Batch  405/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9513, Loss: 0.0250
Epoch  40 Batch  406/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9513, Loss: 0.0212
Epoch  40 Batch  407/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  40 Batch  408/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0232
Epoch  40 Batch  409/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0243
Epoch  40 Batch  410/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9517, Loss: 0.0353
Epoch  40 Batch  411/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9517, Loss: 0.0224
Epoch  40 Batch  412/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0203
Epoch  40 Batch  413/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0185
Epoch  40 Batch  414/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0171
Epoch  40 Batch  415/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9549, Loss: 0.0259
Epoch  40 Batch  416/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0208
Epoch  40 Batch  417/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0338
Epoch  40 Batch  418/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0180
Epoch  40 Batch  419/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0202
Epoch  40 Batch  420/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0169
Epoch  40 Batch  421/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9549, Loss: 0.0301
Epoch  40 Batch  422/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0168
Epoch  40 Batch  423/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9602, Loss: 0.0243
Epoch  40 Batch  424/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9645, Loss: 0.0192
Epoch  40 Batch  425/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9641, Loss: 0.0154
Epoch  40 Batch  426/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0239
Epoch  40 Batch  427/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9549, Loss: 0.0185
Epoch  40 Batch  428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9467, Loss: 0.0179
Epoch  40 Batch  429/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9375, Loss: 0.0163
Epoch  40 Batch  430/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9371, Loss: 0.0198
Epoch  40 Batch  431/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9432, Loss: 0.0175
Epoch  40 Batch  432/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9460, Loss: 0.0224
Epoch  40 Batch  433/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9460, Loss: 0.0235
Epoch  40 Batch  434/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9464, Loss: 0.0183
Epoch  40 Batch  435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9464, Loss: 0.0257
Epoch  40 Batch  436/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9464, Loss: 0.0239
Epoch  40 Batch  437/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9414, Loss: 0.0160
Epoch  40 Batch  438/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9393, Loss: 0.0173
Epoch  40 Batch  439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9339, Loss: 0.0256
Epoch  40 Batch  440/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9339, Loss: 0.0225
Epoch  40 Batch  441/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9389, Loss: 0.0208
Epoch  40 Batch  442/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9389, Loss: 0.0292
Epoch  40 Batch  443/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0214
Epoch  40 Batch  444/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9329, Loss: 0.0252
Epoch  40 Batch  445/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9329, Loss: 0.0205
Epoch  40 Batch  446/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9379, Loss: 0.0164
Epoch  40 Batch  447/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9428, Loss: 0.0194
Epoch  40 Batch  448/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9482, Loss: 0.0238
Epoch  40 Batch  449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9414, Loss: 0.0303
Epoch  40 Batch  450/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9418, Loss: 0.0277
Epoch  40 Batch  451/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9467, Loss: 0.0167
Epoch  40 Batch  452/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9489, Loss: 0.0196
Epoch  40 Batch  453/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9439, Loss: 0.0227
Epoch  40 Batch  454/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9435, Loss: 0.0334
Epoch  40 Batch  455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9435, Loss: 0.0217
Epoch  40 Batch  456/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9467, Loss: 0.0263
Epoch  40 Batch  457/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0157
Epoch  40 Batch  458/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0270
Epoch  40 Batch  459/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9471, Loss: 0.0206
Epoch  40 Batch  460/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9474, Loss: 0.0240
Epoch  40 Batch  461/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9428, Loss: 0.0189
Epoch  40 Batch  462/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0214
Epoch  40 Batch  463/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0208
Epoch  40 Batch  464/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0238
Epoch  40 Batch  465/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9521, Loss: 0.0315
Epoch  40 Batch  466/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  40 Batch  467/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9425, Loss: 0.0227
Epoch  40 Batch  468/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9442, Loss: 0.0194
Epoch  40 Batch  469/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9439, Loss: 0.0140
Epoch  40 Batch  470/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9446, Loss: 0.0237
Epoch  40 Batch  471/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0162
Epoch  40 Batch  472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9513, Loss: 0.0199
Epoch  40 Batch  473/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9428, Loss: 0.0194
Epoch  40 Batch  474/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9485, Loss: 0.0177
Epoch  40 Batch  475/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9482, Loss: 0.0194
Epoch  40 Batch  476/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9482, Loss: 0.0160
Epoch  40 Batch  477/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9482, Loss: 0.0241
Epoch  40 Batch  478/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9482, Loss: 0.0249
Epoch  40 Batch  479/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9531, Loss: 0.0271
Epoch  40 Batch  480/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0179
Epoch  40 Batch  481/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9553, Loss: 0.0223
Epoch  40 Batch  482/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9549, Loss: 0.0240
Epoch  40 Batch  483/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9492, Loss: 0.0317
Epoch  40 Batch  484/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0242
Epoch  40 Batch  485/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0266
Epoch  40 Batch  486/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9542, Loss: 0.0193
Epoch  40 Batch  487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0178
Epoch  40 Batch  488/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9553, Loss: 0.0188
Epoch  40 Batch  489/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9503, Loss: 0.0192
Epoch  40 Batch  490/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9499, Loss: 0.0227
Epoch  40 Batch  491/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9556, Loss: 0.0281
Epoch  40 Batch  492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  40 Batch  493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9432, Loss: 0.0174
Epoch  40 Batch  494/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9407, Loss: 0.0154
Epoch  40 Batch  495/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0221
Epoch  40 Batch  496/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0204
Epoch  40 Batch  497/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9453, Loss: 0.0236
Epoch  40 Batch  498/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9503, Loss: 0.0283
Epoch  40 Batch  499/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9499, Loss: 0.0218
Epoch  40 Batch  500/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9499, Loss: 0.0168
Epoch  40 Batch  501/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0190
Epoch  40 Batch  502/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0278
Epoch  40 Batch  503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9567, Loss: 0.0177
Epoch  40 Batch  504/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9567, Loss: 0.0199
Epoch  40 Batch  505/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  40 Batch  506/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0280
Epoch  40 Batch  507/1077 - Train Accuracy: 0.9316, Validation Accuracy: 0.9570, Loss: 0.0254
Epoch  40 Batch  508/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  40 Batch  509/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9503, Loss: 0.0254
Epoch  40 Batch  510/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9506, Loss: 0.0195
Epoch  40 Batch  511/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9489, Loss: 0.0202
Epoch  40 Batch  512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9503, Loss: 0.0161
Epoch  40 Batch  513/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9464, Loss: 0.0233
Epoch  40 Batch  514/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0205
Epoch  40 Batch  515/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9478, Loss: 0.0195
Epoch  40 Batch  516/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9482, Loss: 0.0231
Epoch  40 Batch  517/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9478, Loss: 0.0233
Epoch  40 Batch  518/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0191
Epoch  40 Batch  519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0224
Epoch  40 Batch  520/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9585, Loss: 0.0159
Epoch  40 Batch  521/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  40 Batch  522/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9545, Loss: 0.0255
Epoch  40 Batch  523/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0226
Epoch  40 Batch  524/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0221
Epoch  40 Batch  525/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  40 Batch  526/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  40 Batch  527/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9524, Loss: 0.0220
Epoch  40 Batch  528/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0201
Epoch  40 Batch  529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0203
Epoch  40 Batch  530/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0246
Epoch  40 Batch  531/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0221
Epoch  40 Batch  532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9503, Loss: 0.0325
Epoch  40 Batch  533/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0188
Epoch  40 Batch  534/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9553, Loss: 0.0292
Epoch  40 Batch  535/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9627, Loss: 0.0212
Epoch  40 Batch  536/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9627, Loss: 0.0251
Epoch  40 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0175
Epoch  40 Batch  538/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  40 Batch  539/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9634, Loss: 0.0267
Epoch  40 Batch  540/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0132
Epoch  40 Batch  541/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0204
Epoch  40 Batch  542/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0218
Epoch  40 Batch  543/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0168
Epoch  40 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  40 Batch  545/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  40 Batch  546/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0246
Epoch  40 Batch  547/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9485, Loss: 0.0172
Epoch  40 Batch  548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9411, Loss: 0.0225
Epoch  40 Batch  549/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  40 Batch  550/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9389, Loss: 0.0202
Epoch  40 Batch  551/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0254
Epoch  40 Batch  552/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9460, Loss: 0.0258
Epoch  40 Batch  553/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0320
Epoch  40 Batch  554/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0193
Epoch  40 Batch  555/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0217
Epoch  40 Batch  556/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0163
Epoch  40 Batch  557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0200
Epoch  40 Batch  558/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0155
Epoch  40 Batch  559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0225
Epoch  40 Batch  560/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9489, Loss: 0.0225
Epoch  40 Batch  561/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9517, Loss: 0.0198
Epoch  40 Batch  562/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0194
Epoch  40 Batch  563/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9517, Loss: 0.0221
Epoch  40 Batch  564/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0279
Epoch  40 Batch  565/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0295
Epoch  40 Batch  566/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9521, Loss: 0.0244
Epoch  40 Batch  567/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0191
Epoch  40 Batch  568/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  40 Batch  569/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9542, Loss: 0.0262
Epoch  40 Batch  570/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9563, Loss: 0.0298
Epoch  40 Batch  571/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9567, Loss: 0.0179
Epoch  40 Batch  572/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0222
Epoch  40 Batch  573/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9574, Loss: 0.0349
Epoch  40 Batch  574/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9620, Loss: 0.0243
Epoch  40 Batch  575/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0171
Epoch  40 Batch  576/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9595, Loss: 0.0189
Epoch  40 Batch  577/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9545, Loss: 0.0220
Epoch  40 Batch  578/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0188
Epoch  40 Batch  579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0201
Epoch  40 Batch  580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0157
Epoch  40 Batch  581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  40 Batch  582/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0185
Epoch  40 Batch  583/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9613, Loss: 0.0243
Epoch  40 Batch  584/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9673, Loss: 0.0232
Epoch  40 Batch  585/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9695, Loss: 0.0148
Epoch  40 Batch  586/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9695, Loss: 0.0164
Epoch  40 Batch  587/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9695, Loss: 0.0222
Epoch  40 Batch  588/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0181
Epoch  40 Batch  589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9574, Loss: 0.0188
Epoch  40 Batch  590/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9585, Loss: 0.0200
Epoch  40 Batch  591/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0203
Epoch  40 Batch  592/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0207
Epoch  40 Batch  593/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9577, Loss: 0.0360
Epoch  40 Batch  594/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0320
Epoch  40 Batch  595/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9585, Loss: 0.0221
Epoch  40 Batch  596/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0212
Epoch  40 Batch  597/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0184
Epoch  40 Batch  598/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9556, Loss: 0.0195
Epoch  40 Batch  599/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9503, Loss: 0.0381
Epoch  40 Batch  600/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9496, Loss: 0.0259
Epoch  40 Batch  601/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9499, Loss: 0.0250
Epoch  40 Batch  602/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0248
Epoch  40 Batch  603/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9510, Loss: 0.0234
Epoch  40 Batch  604/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9531, Loss: 0.0351
Epoch  40 Batch  605/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0299
Epoch  40 Batch  606/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0185
Epoch  40 Batch  607/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0295
Epoch  40 Batch  608/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0283
Epoch  40 Batch  609/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0257
Epoch  40 Batch  610/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0239
Epoch  40 Batch  611/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9553, Loss: 0.0201
Epoch  40 Batch  612/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  40 Batch  613/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0224
Epoch  40 Batch  614/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9482, Loss: 0.0199
Epoch  40 Batch  615/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0166
Epoch  40 Batch  616/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0206
Epoch  40 Batch  617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0208
Epoch  40 Batch  618/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0227
Epoch  40 Batch  619/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9574, Loss: 0.0162
Epoch  40 Batch  620/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0154
Epoch  40 Batch  621/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0277
Epoch  40 Batch  622/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9528, Loss: 0.0296
Epoch  40 Batch  623/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9521, Loss: 0.0307
Epoch  40 Batch  624/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0225
Epoch  40 Batch  625/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0219
Epoch  40 Batch  626/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0250
Epoch  40 Batch  627/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9613, Loss: 0.0220
Epoch  40 Batch  628/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9613, Loss: 0.0218
Epoch  40 Batch  629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9553, Loss: 0.0212
Epoch  40 Batch  630/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0213
Epoch  40 Batch  631/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0247
Epoch  40 Batch  632/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0167
Epoch  40 Batch  633/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0190
Epoch  40 Batch  634/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  40 Batch  635/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9567, Loss: 0.0255
Epoch  40 Batch  636/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  40 Batch  637/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0220
Epoch  40 Batch  638/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0196
Epoch  40 Batch  639/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0240
Epoch  40 Batch  640/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9577, Loss: 0.0185
Epoch  40 Batch  641/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9620, Loss: 0.0265
Epoch  40 Batch  642/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9620, Loss: 0.0200
Epoch  40 Batch  643/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9620, Loss: 0.0151
Epoch  40 Batch  644/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0175
Epoch  40 Batch  645/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0250
Epoch  40 Batch  646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9599, Loss: 0.0202
Epoch  40 Batch  647/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0249
Epoch  40 Batch  648/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  40 Batch  649/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9634, Loss: 0.0189
Epoch  40 Batch  650/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0216
Epoch  40 Batch  651/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9673, Loss: 0.0170
Epoch  40 Batch  652/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9670, Loss: 0.0210
Epoch  40 Batch  653/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9670, Loss: 0.0252
Epoch  40 Batch  654/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  40 Batch  655/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9581, Loss: 0.0316
Epoch  40 Batch  656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9581, Loss: 0.0204
Epoch  40 Batch  657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0251
Epoch  40 Batch  658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9478, Loss: 0.0135
Epoch  40 Batch  659/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9403, Loss: 0.0179
Epoch  40 Batch  660/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9428, Loss: 0.0178
Epoch  40 Batch  661/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9432, Loss: 0.0220
Epoch  40 Batch  662/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0210
Epoch  40 Batch  663/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0176
Epoch  40 Batch  664/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0204
Epoch  40 Batch  665/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0147
Epoch  40 Batch  666/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9435, Loss: 0.0218
Epoch  40 Batch  667/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9435, Loss: 0.0232
Epoch  40 Batch  668/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9432, Loss: 0.0203
Epoch  40 Batch  669/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9442, Loss: 0.0167
Epoch  40 Batch  670/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9489, Loss: 0.0201
Epoch  40 Batch  671/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9428, Loss: 0.0198
Epoch  40 Batch  672/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9524, Loss: 0.0177
Epoch  40 Batch  673/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9524, Loss: 0.0240
Epoch  40 Batch  674/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  40 Batch  675/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9432, Loss: 0.0267
Epoch  40 Batch  676/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9329, Loss: 0.0193
Epoch  40 Batch  677/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9329, Loss: 0.0245
Epoch  40 Batch  678/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9375, Loss: 0.0181
Epoch  40 Batch  679/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9375, Loss: 0.0161
Epoch  40 Batch  680/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9375, Loss: 0.0262
Epoch  40 Batch  681/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9425, Loss: 0.0191
Epoch  40 Batch  682/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0182
Epoch  40 Batch  683/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9485, Loss: 0.0186
Epoch  40 Batch  684/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9482, Loss: 0.0208
Epoch  40 Batch  685/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9482, Loss: 0.0271
Epoch  40 Batch  686/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  40 Batch  687/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0223
Epoch  40 Batch  688/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9592, Loss: 0.0185
Epoch  40 Batch  689/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9595, Loss: 0.0135
Epoch  40 Batch  690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0241
Epoch  40 Batch  691/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9549, Loss: 0.0217
Epoch  40 Batch  692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9496, Loss: 0.0160
Epoch  40 Batch  693/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9446, Loss: 0.0332
Epoch  40 Batch  694/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9467, Loss: 0.0201
Epoch  40 Batch  695/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9570, Loss: 0.0256
Epoch  40 Batch  696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9521, Loss: 0.0218
Epoch  40 Batch  697/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9467, Loss: 0.0200
Epoch  40 Batch  698/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0212
Epoch  40 Batch  699/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9485, Loss: 0.0169
Epoch  40 Batch  700/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9439, Loss: 0.0183
Epoch  40 Batch  701/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9517, Loss: 0.0192
Epoch  40 Batch  702/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9471, Loss: 0.0383
Epoch  40 Batch  703/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9471, Loss: 0.0201
Epoch  40 Batch  704/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9496, Loss: 0.0291
Epoch  40 Batch  705/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9545, Loss: 0.0241
Epoch  40 Batch  706/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9545, Loss: 0.0419
Epoch  40 Batch  707/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9553, Loss: 0.0249
Epoch  40 Batch  708/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9496, Loss: 0.0202
Epoch  40 Batch  709/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0282
Epoch  40 Batch  710/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0137
Epoch  40 Batch  711/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9446, Loss: 0.0259
Epoch  40 Batch  712/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9446, Loss: 0.0197
Epoch  40 Batch  713/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9393, Loss: 0.0214
Epoch  40 Batch  714/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9393, Loss: 0.0232
Epoch  40 Batch  715/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9347, Loss: 0.0236
Epoch  40 Batch  716/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9400, Loss: 0.0173
Epoch  40 Batch  717/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9418, Loss: 0.0164
Epoch  40 Batch  718/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9457, Loss: 0.0218
Epoch  40 Batch  719/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9471, Loss: 0.0253
Epoch  40 Batch  720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9517, Loss: 0.0217
Epoch  40 Batch  721/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0218
Epoch  40 Batch  722/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9464, Loss: 0.0184
Epoch  40 Batch  723/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9467, Loss: 0.0215
Epoch  40 Batch  724/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9453, Loss: 0.0243
Epoch  40 Batch  725/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9403, Loss: 0.0163
Epoch  40 Batch  726/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9361, Loss: 0.0221
Epoch  40 Batch  727/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9361, Loss: 0.0180
Epoch  40 Batch  728/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9339, Loss: 0.0235
Epoch  40 Batch  729/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9453, Loss: 0.0278
Epoch  40 Batch  730/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9407, Loss: 0.0320
Epoch  40 Batch  731/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9400, Loss: 0.0219
Epoch  40 Batch  732/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9446, Loss: 0.0234
Epoch  40 Batch  733/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9446, Loss: 0.0236
Epoch  40 Batch  734/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9403, Loss: 0.0202
Epoch  40 Batch  735/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9354, Loss: 0.0189
Epoch  40 Batch  736/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9354, Loss: 0.0188
Epoch  40 Batch  737/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9347, Loss: 0.0216
Epoch  40 Batch  738/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9368, Loss: 0.0135
Epoch  40 Batch  739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9375, Loss: 0.0181
Epoch  40 Batch  740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9425, Loss: 0.0192
Epoch  40 Batch  741/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0254
Epoch  40 Batch  742/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0177
Epoch  40 Batch  743/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9538, Loss: 0.0230
Epoch  40 Batch  744/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0233
Epoch  40 Batch  745/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0235
Epoch  40 Batch  746/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0197
Epoch  40 Batch  747/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9446, Loss: 0.0157
Epoch  40 Batch  748/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9442, Loss: 0.0172
Epoch  40 Batch  749/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9442, Loss: 0.0167
Epoch  40 Batch  750/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0236
Epoch  40 Batch  751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0190
Epoch  40 Batch  752/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9624, Loss: 0.0203
Epoch  40 Batch  753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9602, Loss: 0.0162
Epoch  40 Batch  754/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9595, Loss: 0.0229
Epoch  40 Batch  755/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0256
Epoch  40 Batch  756/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0175
Epoch  40 Batch  757/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  40 Batch  758/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9531, Loss: 0.0170
Epoch  40 Batch  759/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0208
Epoch  40 Batch  760/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0258
Epoch  40 Batch  761/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9581, Loss: 0.0208
Epoch  40 Batch  762/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0217
Epoch  40 Batch  763/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0236
Epoch  40 Batch  764/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9609, Loss: 0.0202
Epoch  40 Batch  765/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9609, Loss: 0.0271
Epoch  40 Batch  766/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0268
Epoch  40 Batch  767/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9652, Loss: 0.0240
Epoch  40 Batch  768/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0179
Epoch  40 Batch  769/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0242
Epoch  40 Batch  770/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9418, Loss: 0.0178
Epoch  40 Batch  771/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9432, Loss: 0.0195
Epoch  40 Batch  772/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9386, Loss: 0.0217
Epoch  40 Batch  773/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0191
Epoch  40 Batch  774/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9592, Loss: 0.0192
Epoch  40 Batch  775/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9542, Loss: 0.0236
Epoch  40 Batch  776/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0204
Epoch  40 Batch  777/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9659, Loss: 0.0171
Epoch  40 Batch  778/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9659, Loss: 0.0228
Epoch  40 Batch  779/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0176
Epoch  40 Batch  780/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9560, Loss: 0.0288
Epoch  40 Batch  781/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0197
Epoch  40 Batch  782/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  40 Batch  783/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9631, Loss: 0.0276
Epoch  40 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0144
Epoch  40 Batch  785/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9528, Loss: 0.0155
Epoch  40 Batch  786/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  40 Batch  787/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9535, Loss: 0.0175
Epoch  40 Batch  788/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9528, Loss: 0.0270
Epoch  40 Batch  789/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  40 Batch  790/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9411, Loss: 0.0287
Epoch  40 Batch  791/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0256
Epoch  40 Batch  792/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9432, Loss: 0.0226
Epoch  40 Batch  793/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9432, Loss: 0.0201
Epoch  40 Batch  794/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9464, Loss: 0.0175
Epoch  40 Batch  795/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9467, Loss: 0.0278
Epoch  40 Batch  796/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9521, Loss: 0.0234
Epoch  40 Batch  797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0208
Epoch  40 Batch  798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9528, Loss: 0.0173
Epoch  40 Batch  799/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9528, Loss: 0.0326
Epoch  40 Batch  800/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0193
Epoch  40 Batch  801/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0212
Epoch  40 Batch  802/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0261
Epoch  40 Batch  803/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0230
Epoch  40 Batch  804/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9506, Loss: 0.0174
Epoch  40 Batch  805/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9506, Loss: 0.0258
Epoch  40 Batch  806/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9460, Loss: 0.0175
Epoch  40 Batch  807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9460, Loss: 0.0147
Epoch  40 Batch  808/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9393, Loss: 0.0346
Epoch  40 Batch  809/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9339, Loss: 0.0355
Epoch  40 Batch  810/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9379, Loss: 0.0182
Epoch  40 Batch  811/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9393, Loss: 0.0234
Epoch  40 Batch  812/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9386, Loss: 0.0219
Epoch  40 Batch  813/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9432, Loss: 0.0231
Epoch  40 Batch  814/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9453, Loss: 0.0206
Epoch  40 Batch  815/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9538, Loss: 0.0265
Epoch  40 Batch  816/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  40 Batch  817/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0204
Epoch  40 Batch  818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9581, Loss: 0.0246
Epoch  40 Batch  819/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0225
Epoch  40 Batch  820/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  40 Batch  821/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0211
Epoch  40 Batch  822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0160
Epoch  40 Batch  823/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0221
Epoch  40 Batch  824/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0291
Epoch  40 Batch  825/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0141
Epoch  40 Batch  826/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9585, Loss: 0.0186
Epoch  40 Batch  827/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9535, Loss: 0.0213
Epoch  40 Batch  828/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0166
Epoch  40 Batch  829/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0289
Epoch  40 Batch  830/1077 - Train Accuracy: 0.9305, Validation Accuracy: 0.9531, Loss: 0.0268
Epoch  40 Batch  831/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0218
Epoch  40 Batch  832/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  40 Batch  833/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9577, Loss: 0.0250
Epoch  40 Batch  834/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9574, Loss: 0.0216
Epoch  40 Batch  835/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9510, Loss: 0.0194
Epoch  40 Batch  836/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9510, Loss: 0.0140
Epoch  40 Batch  837/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0261
Epoch  40 Batch  838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0231
Epoch  40 Batch  839/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  40 Batch  840/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0227
Epoch  40 Batch  841/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0333
Epoch  40 Batch  842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0150
Epoch  40 Batch  843/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0166
Epoch  40 Batch  844/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0192
Epoch  40 Batch  845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0190
Epoch  40 Batch  846/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9620, Loss: 0.0320
Epoch  40 Batch  847/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0251
Epoch  40 Batch  848/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0232
Epoch  40 Batch  849/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9730, Loss: 0.0133
Epoch  40 Batch  850/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9780, Loss: 0.0316
Epoch  40 Batch  851/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0294
Epoch  40 Batch  852/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9670, Loss: 0.0303
Epoch  40 Batch  853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9666, Loss: 0.0211
Epoch  40 Batch  854/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0201
Epoch  40 Batch  855/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9620, Loss: 0.0245
Epoch  40 Batch  856/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0207
Epoch  40 Batch  857/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0213
Epoch  40 Batch  858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9727, Loss: 0.0163
Epoch  40 Batch  859/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9677, Loss: 0.0208
Epoch  40 Batch  860/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0200
Epoch  40 Batch  861/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9634, Loss: 0.0180
Epoch  40 Batch  862/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9620, Loss: 0.0226
Epoch  40 Batch  863/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  40 Batch  864/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9620, Loss: 0.0215
Epoch  40 Batch  865/1077 - Train Accuracy: 0.9471, Validation Accuracy: 0.9620, Loss: 0.0244
Epoch  40 Batch  866/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9620, Loss: 0.0229
Epoch  40 Batch  867/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0554
Epoch  40 Batch  868/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0244
Epoch  40 Batch  869/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0201
Epoch  40 Batch  870/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9624, Loss: 0.0178
Epoch  40 Batch  871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9656, Loss: 0.0194
Epoch  40 Batch  872/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9553, Loss: 0.0212
Epoch  40 Batch  873/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9553, Loss: 0.0248
Epoch  40 Batch  874/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0215
Epoch  40 Batch  875/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  40 Batch  876/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0193
Epoch  40 Batch  877/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0160
Epoch  40 Batch  878/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9563, Loss: 0.0167
Epoch  40 Batch  879/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0141
Epoch  40 Batch  880/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  40 Batch  881/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0209
Epoch  40 Batch  882/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  40 Batch  883/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0293
Epoch  40 Batch  884/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0257
Epoch  40 Batch  885/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9464, Loss: 0.0128
Epoch  40 Batch  886/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0224
Epoch  40 Batch  887/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0232
Epoch  40 Batch  888/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9510, Loss: 0.0204
Epoch  40 Batch  889/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0221
Epoch  40 Batch  890/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  40 Batch  891/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9425, Loss: 0.0169
Epoch  40 Batch  892/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9428, Loss: 0.0195
Epoch  40 Batch  893/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9428, Loss: 0.0196
Epoch  40 Batch  894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9453, Loss: 0.0166
Epoch  40 Batch  895/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9435, Loss: 0.0167
Epoch  40 Batch  896/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9464, Loss: 0.0229
Epoch  40 Batch  897/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0189
Epoch  40 Batch  898/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0206
Epoch  40 Batch  899/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9531, Loss: 0.0233
Epoch  40 Batch  900/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0233
Epoch  40 Batch  901/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9531, Loss: 0.0326
Epoch  40 Batch  902/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9531, Loss: 0.0260
Epoch  40 Batch  903/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9485, Loss: 0.0225
Epoch  40 Batch  904/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0197
Epoch  40 Batch  905/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0172
Epoch  40 Batch  906/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0189
Epoch  40 Batch  907/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0242
Epoch  40 Batch  908/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  40 Batch  909/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9673, Loss: 0.0283
Epoch  40 Batch  910/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9670, Loss: 0.0243
Epoch  40 Batch  911/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9666, Loss: 0.0273
Epoch  40 Batch  912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0223
Epoch  40 Batch  913/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9627, Loss: 0.0276
Epoch  40 Batch  914/1077 - Train Accuracy: 0.9476, Validation Accuracy: 0.9577, Loss: 0.0521
Epoch  40 Batch  915/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9631, Loss: 0.0194
Epoch  40 Batch  916/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0219
Epoch  40 Batch  917/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9577, Loss: 0.0249
Epoch  40 Batch  918/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  40 Batch  919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  40 Batch  920/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0183
Epoch  40 Batch  921/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9606, Loss: 0.0230
Epoch  40 Batch  922/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  40 Batch  923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9677, Loss: 0.0185
Epoch  40 Batch  924/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9627, Loss: 0.0263
Epoch  40 Batch  925/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9528, Loss: 0.0165
Epoch  40 Batch  926/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0244
Epoch  40 Batch  927/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9528, Loss: 0.0273
Epoch  40 Batch  928/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0225
Epoch  40 Batch  929/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0193
Epoch  40 Batch  930/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0158
Epoch  40 Batch  931/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  40 Batch  932/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0201
Epoch  40 Batch  933/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0220
Epoch  40 Batch  934/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0178
Epoch  40 Batch  935/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0213
Epoch  40 Batch  936/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0249
Epoch  40 Batch  937/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9648, Loss: 0.0331
Epoch  40 Batch  938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0274
Epoch  40 Batch  939/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9659, Loss: 0.0258
Epoch  40 Batch  940/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9663, Loss: 0.0212
Epoch  40 Batch  941/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0197
Epoch  40 Batch  942/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0267
Epoch  40 Batch  943/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  40 Batch  944/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0176
Epoch  40 Batch  945/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9631, Loss: 0.0163
Epoch  40 Batch  946/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9652, Loss: 0.0176
Epoch  40 Batch  947/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9695, Loss: 0.0260
Epoch  40 Batch  948/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0201
Epoch  40 Batch  949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9648, Loss: 0.0167
Epoch  40 Batch  950/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9556, Loss: 0.0175
Epoch  40 Batch  951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9556, Loss: 0.0242
Epoch  40 Batch  952/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0143
Epoch  40 Batch  953/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0181
Epoch  40 Batch  954/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0283
Epoch  40 Batch  955/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0238
Epoch  40 Batch  956/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0226
Epoch  40 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0177
Epoch  40 Batch  958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0195
Epoch  40 Batch  959/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0223
Epoch  40 Batch  960/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0191
Epoch  40 Batch  961/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9577, Loss: 0.0146
Epoch  40 Batch  962/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  40 Batch  963/1077 - Train Accuracy: 0.9835, Validation Accuracy: 0.9666, Loss: 0.0289
Epoch  40 Batch  964/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9663, Loss: 0.0170
Epoch  40 Batch  965/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9599, Loss: 0.0306
Epoch  40 Batch  966/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9545, Loss: 0.0183
Epoch  40 Batch  967/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9446, Loss: 0.0245
Epoch  40 Batch  968/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9492, Loss: 0.0302
Epoch  40 Batch  969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9585, Loss: 0.0287
Epoch  40 Batch  970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  40 Batch  971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9524, Loss: 0.0302
Epoch  40 Batch  972/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9471, Loss: 0.0284
Epoch  40 Batch  973/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0174
Epoch  40 Batch  974/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0210
Epoch  40 Batch  975/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0197
Epoch  40 Batch  976/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9531, Loss: 0.0170
Epoch  40 Batch  977/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9464, Loss: 0.0116
Epoch  40 Batch  978/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9535, Loss: 0.0204
Epoch  40 Batch  979/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9535, Loss: 0.0200
Epoch  40 Batch  980/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9478, Loss: 0.0227
Epoch  40 Batch  981/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9478, Loss: 0.0287
Epoch  40 Batch  982/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0248
Epoch  40 Batch  983/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0212
Epoch  40 Batch  984/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9474, Loss: 0.0303
Epoch  40 Batch  985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0189
Epoch  40 Batch  986/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9499, Loss: 0.0228
Epoch  40 Batch  987/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9450, Loss: 0.0175
Epoch  40 Batch  988/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9382, Loss: 0.0255
Epoch  40 Batch  989/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9453, Loss: 0.0214
Epoch  40 Batch  990/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9389, Loss: 0.0238
Epoch  40 Batch  991/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9435, Loss: 0.0175
Epoch  40 Batch  992/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0199
Epoch  40 Batch  993/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0164
Epoch  40 Batch  994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9464, Loss: 0.0182
Epoch  40 Batch  995/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9467, Loss: 0.0192
Epoch  40 Batch  996/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0219
Epoch  40 Batch  997/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9467, Loss: 0.0199
Epoch  40 Batch  998/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0182
Epoch  40 Batch  999/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9428, Loss: 0.0253
Epoch  40 Batch 1000/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9386, Loss: 0.0220
Epoch  40 Batch 1001/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9332, Loss: 0.0158
Epoch  40 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9329, Loss: 0.0123
Epoch  40 Batch 1003/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9336, Loss: 0.0229
Epoch  40 Batch 1004/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9332, Loss: 0.0194
Epoch  40 Batch 1005/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9332, Loss: 0.0182
Epoch  40 Batch 1006/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9386, Loss: 0.0197
Epoch  40 Batch 1007/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  40 Batch 1008/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0236
Epoch  40 Batch 1009/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  40 Batch 1010/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  40 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9499, Loss: 0.0181
Epoch  40 Batch 1012/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9489, Loss: 0.0190
Epoch  40 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9535, Loss: 0.0136
Epoch  40 Batch 1014/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0180
Epoch  40 Batch 1015/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0266
Epoch  40 Batch 1016/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9489, Loss: 0.0184
Epoch  40 Batch 1017/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9545, Loss: 0.0205
Epoch  40 Batch 1018/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9592, Loss: 0.0264
Epoch  40 Batch 1019/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9592, Loss: 0.0273
Epoch  40 Batch 1020/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0194
Epoch  40 Batch 1021/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9599, Loss: 0.0192
Epoch  40 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  40 Batch 1023/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0236
Epoch  40 Batch 1024/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0278
Epoch  40 Batch 1025/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9648, Loss: 0.0209
Epoch  40 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9680, Loss: 0.0266
Epoch  40 Batch 1027/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  40 Batch 1028/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9673, Loss: 0.0223
Epoch  40 Batch 1029/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9673, Loss: 0.0210
Epoch  40 Batch 1030/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9688, Loss: 0.0168
Epoch  40 Batch 1031/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9666, Loss: 0.0289
Epoch  40 Batch 1032/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0232
Epoch  40 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9616, Loss: 0.0221
Epoch  40 Batch 1034/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0200
Epoch  40 Batch 1035/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9620, Loss: 0.0178
Epoch  40 Batch 1036/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9613, Loss: 0.0258
Epoch  40 Batch 1037/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9613, Loss: 0.0248
Epoch  40 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9620, Loss: 0.0266
Epoch  40 Batch 1039/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0222
Epoch  40 Batch 1040/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0244
Epoch  40 Batch 1041/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0282
Epoch  40 Batch 1042/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0213
Epoch  40 Batch 1043/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9531, Loss: 0.0303
Epoch  40 Batch 1044/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9581, Loss: 0.0233
Epoch  40 Batch 1045/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0232
Epoch  40 Batch 1046/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9503, Loss: 0.0173
Epoch  40 Batch 1047/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  40 Batch 1048/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0267
Epoch  40 Batch 1049/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0209
Epoch  40 Batch 1050/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9467, Loss: 0.0125
Epoch  40 Batch 1051/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9489, Loss: 0.0255
Epoch  40 Batch 1052/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9531, Loss: 0.0222
Epoch  40 Batch 1053/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0246
Epoch  40 Batch 1054/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0211
Epoch  40 Batch 1055/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0235
Epoch  40 Batch 1056/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0171
Epoch  40 Batch 1057/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9602, Loss: 0.0194
Epoch  40 Batch 1058/1077 - Train Accuracy: 0.9424, Validation Accuracy: 0.9645, Loss: 0.0203
Epoch  40 Batch 1059/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9606, Loss: 0.0254
Epoch  40 Batch 1060/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9609, Loss: 0.0165
Epoch  40 Batch 1061/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0324
Epoch  40 Batch 1062/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9513, Loss: 0.0240
Epoch  40 Batch 1063/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0274
Epoch  40 Batch 1064/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  40 Batch 1065/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0222
Epoch  40 Batch 1066/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0156
Epoch  40 Batch 1067/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0215
Epoch  40 Batch 1068/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9535, Loss: 0.0161
Epoch  40 Batch 1069/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9535, Loss: 0.0162
Epoch  40 Batch 1070/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  40 Batch 1071/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9492, Loss: 0.0211
Epoch  40 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0208
Epoch  40 Batch 1073/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0217
Epoch  40 Batch 1074/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0268
Epoch  40 Batch 1075/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9577, Loss: 0.0244
Epoch  41 Batch    1/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  41 Batch    2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9602, Loss: 0.0228
Epoch  41 Batch    3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0278
Epoch  41 Batch    4/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0178
Epoch  41 Batch    5/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9652, Loss: 0.0295
Epoch  41 Batch    6/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9656, Loss: 0.0171
Epoch  41 Batch    7/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0243
Epoch  41 Batch    8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0167
Epoch  41 Batch    9/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9702, Loss: 0.0184
Epoch  41 Batch   10/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0200
Epoch  41 Batch   11/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9702, Loss: 0.0281
Epoch  41 Batch   12/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9702, Loss: 0.0189
Epoch  41 Batch   13/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0328
Epoch  41 Batch   14/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9609, Loss: 0.0155
Epoch  41 Batch   15/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0191
Epoch  41 Batch   16/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0235
Epoch  41 Batch   17/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0186
Epoch  41 Batch   18/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0183
Epoch  41 Batch   19/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  41 Batch   20/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0169
Epoch  41 Batch   21/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9585, Loss: 0.0254
Epoch  41 Batch   22/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9545, Loss: 0.0215
Epoch  41 Batch   23/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9492, Loss: 0.0160
Epoch  41 Batch   24/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0240
Epoch  41 Batch   25/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0117
Epoch  41 Batch   26/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9496, Loss: 0.0273
Epoch  41 Batch   27/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0147
Epoch  41 Batch   28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9538, Loss: 0.0199
Epoch  41 Batch   29/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  41 Batch   30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0194
Epoch  41 Batch   31/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0195
Epoch  41 Batch   32/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9748, Loss: 0.0189
Epoch  41 Batch   33/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9773, Loss: 0.0186
Epoch  41 Batch   34/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9773, Loss: 0.0267
Epoch  41 Batch   35/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0211
Epoch  41 Batch   36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0190
Epoch  41 Batch   37/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0193
Epoch  41 Batch   38/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9727, Loss: 0.0254
Epoch  41 Batch   39/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9727, Loss: 0.0269
Epoch  41 Batch   40/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0155
Epoch  41 Batch   41/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  41 Batch   42/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0273
Epoch  41 Batch   43/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  41 Batch   44/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  41 Batch   45/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0201
Epoch  41 Batch   46/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9567, Loss: 0.0267
Epoch  41 Batch   47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0215
Epoch  41 Batch   48/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0275
Epoch  41 Batch   49/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9489, Loss: 0.0311
Epoch  41 Batch   50/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0213
Epoch  41 Batch   51/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0210
Epoch  41 Batch   52/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9496, Loss: 0.0256
Epoch  41 Batch   53/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9492, Loss: 0.0180
Epoch  41 Batch   54/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9492, Loss: 0.0408
Epoch  41 Batch   55/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0207
Epoch  41 Batch   56/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9474, Loss: 0.0159
Epoch  41 Batch   57/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9453, Loss: 0.0225
Epoch  41 Batch   58/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9403, Loss: 0.0200
Epoch  41 Batch   59/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9460, Loss: 0.0244
Epoch  41 Batch   60/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0123
Epoch  41 Batch   61/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9382, Loss: 0.0205
Epoch  41 Batch   62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9439, Loss: 0.0277
Epoch  41 Batch   63/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0153
Epoch  41 Batch   64/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0179
Epoch  41 Batch   65/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9506, Loss: 0.0185
Epoch  41 Batch   66/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9503, Loss: 0.0126
Epoch  41 Batch   67/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9496, Loss: 0.0206
Epoch  41 Batch   68/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0280
Epoch  41 Batch   69/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9563, Loss: 0.0292
Epoch  41 Batch   70/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9659, Loss: 0.0276
Epoch  41 Batch   71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9563, Loss: 0.0131
Epoch  41 Batch   72/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0208
Epoch  41 Batch   73/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  41 Batch   74/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0211
Epoch  41 Batch   75/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0290
Epoch  41 Batch   76/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0175
Epoch  41 Batch   77/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9574, Loss: 0.0205
Epoch  41 Batch   78/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9638, Loss: 0.0239
Epoch  41 Batch   79/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  41 Batch   80/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0189
Epoch  41 Batch   81/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0172
Epoch  41 Batch   82/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0225
Epoch  41 Batch   83/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9542, Loss: 0.0151
Epoch  41 Batch   84/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0190
Epoch  41 Batch   85/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9542, Loss: 0.0195
Epoch  41 Batch   86/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0185
Epoch  41 Batch   87/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0272
Epoch  41 Batch   88/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9652, Loss: 0.0243
Epoch  41 Batch   89/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9652, Loss: 0.0225
Epoch  41 Batch   90/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0168
Epoch  41 Batch   91/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9517, Loss: 0.0195
Epoch  41 Batch   92/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  41 Batch   93/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  41 Batch   94/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0185
Epoch  41 Batch   95/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0201
Epoch  41 Batch   96/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0192
Epoch  41 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0221
Epoch  41 Batch   98/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9538, Loss: 0.0247
Epoch  41 Batch   99/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9489, Loss: 0.0175
Epoch  41 Batch  100/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0204
Epoch  41 Batch  101/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9521, Loss: 0.0199
Epoch  41 Batch  102/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9535, Loss: 0.0138
Epoch  41 Batch  103/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9556, Loss: 0.0258
Epoch  41 Batch  104/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9531, Loss: 0.0233
Epoch  41 Batch  105/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0177
Epoch  41 Batch  106/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9332, Loss: 0.0209
Epoch  41 Batch  107/1077 - Train Accuracy: 0.9189, Validation Accuracy: 0.9336, Loss: 0.0261
Epoch  41 Batch  108/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9403, Loss: 0.0308
Epoch  41 Batch  109/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0211
Epoch  41 Batch  110/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9528, Loss: 0.0176
Epoch  41 Batch  111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9691, Loss: 0.0166
Epoch  41 Batch  112/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0174
Epoch  41 Batch  113/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9524, Loss: 0.0267
Epoch  41 Batch  114/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0164
Epoch  41 Batch  115/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9592, Loss: 0.0247
Epoch  41 Batch  116/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9631, Loss: 0.0338
Epoch  41 Batch  117/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0212
Epoch  41 Batch  118/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9613, Loss: 0.0214
Epoch  41 Batch  119/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  41 Batch  120/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0228
Epoch  41 Batch  121/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9545, Loss: 0.0224
Epoch  41 Batch  122/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9577, Loss: 0.0179
Epoch  41 Batch  123/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0132
Epoch  41 Batch  124/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0278
Epoch  41 Batch  125/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9560, Loss: 0.0313
Epoch  41 Batch  126/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9553, Loss: 0.0200
Epoch  41 Batch  127/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9602, Loss: 0.0184
Epoch  41 Batch  128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  41 Batch  129/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9574, Loss: 0.0258
Epoch  41 Batch  130/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9602, Loss: 0.0220
Epoch  41 Batch  131/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0234
Epoch  41 Batch  132/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9553, Loss: 0.0187
Epoch  41 Batch  133/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9553, Loss: 0.0182
Epoch  41 Batch  134/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0211
Epoch  41 Batch  135/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9531, Loss: 0.0240
Epoch  41 Batch  136/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9510, Loss: 0.0155
Epoch  41 Batch  137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0232
Epoch  41 Batch  138/1077 - Train Accuracy: 0.9246, Validation Accuracy: 0.9602, Loss: 0.0265
Epoch  41 Batch  139/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9570, Loss: 0.0245
Epoch  41 Batch  140/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9492, Loss: 0.0183
Epoch  41 Batch  141/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0191
Epoch  41 Batch  142/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9542, Loss: 0.0236
Epoch  41 Batch  143/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0217
Epoch  41 Batch  144/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9499, Loss: 0.0350
Epoch  41 Batch  145/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9457, Loss: 0.0212
Epoch  41 Batch  146/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9499, Loss: 0.0603
Epoch  41 Batch  147/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9510, Loss: 0.0164
Epoch  41 Batch  148/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9560, Loss: 0.0255
Epoch  41 Batch  149/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0186
Epoch  41 Batch  150/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9457, Loss: 0.0220
Epoch  41 Batch  151/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9506, Loss: 0.0190
Epoch  41 Batch  152/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9549, Loss: 0.0278
Epoch  41 Batch  153/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0317
Epoch  41 Batch  154/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9510, Loss: 0.0226
Epoch  41 Batch  155/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0172
Epoch  41 Batch  156/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9513, Loss: 0.0177
Epoch  41 Batch  157/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0205
Epoch  41 Batch  158/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9563, Loss: 0.0238
Epoch  41 Batch  159/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9556, Loss: 0.0205
Epoch  41 Batch  160/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0191
Epoch  41 Batch  161/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0142
Epoch  41 Batch  162/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0206
Epoch  41 Batch  163/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9482, Loss: 0.0314
Epoch  41 Batch  164/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  41 Batch  165/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0330
Epoch  41 Batch  166/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0219
Epoch  41 Batch  167/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  41 Batch  168/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9471, Loss: 0.0303
Epoch  41 Batch  169/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9496, Loss: 0.0188
Epoch  41 Batch  170/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9496, Loss: 0.0242
Epoch  41 Batch  171/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9496, Loss: 0.0205
Epoch  41 Batch  172/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9560, Loss: 0.0167
Epoch  41 Batch  173/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0232
Epoch  41 Batch  174/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0157
Epoch  41 Batch  175/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9485, Loss: 0.0296
Epoch  41 Batch  176/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0258
Epoch  41 Batch  177/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0194
Epoch  41 Batch  178/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9567, Loss: 0.0205
Epoch  41 Batch  179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0242
Epoch  41 Batch  180/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0167
Epoch  41 Batch  181/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0259
Epoch  41 Batch  182/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0246
Epoch  41 Batch  183/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9489, Loss: 0.0232
Epoch  41 Batch  184/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  41 Batch  185/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0240
Epoch  41 Batch  186/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9574, Loss: 0.0244
Epoch  41 Batch  187/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9574, Loss: 0.0174
Epoch  41 Batch  188/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0221
Epoch  41 Batch  189/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9453, Loss: 0.0188
Epoch  41 Batch  190/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9453, Loss: 0.0156
Epoch  41 Batch  191/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9446, Loss: 0.0150
Epoch  41 Batch  192/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9453, Loss: 0.0213
Epoch  41 Batch  193/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0199
Epoch  41 Batch  194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9457, Loss: 0.0151
Epoch  41 Batch  195/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9457, Loss: 0.0195
Epoch  41 Batch  196/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0225
Epoch  41 Batch  197/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9513, Loss: 0.0231
Epoch  41 Batch  198/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9513, Loss: 0.0256
Epoch  41 Batch  199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  41 Batch  200/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0182
Epoch  41 Batch  201/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  41 Batch  202/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0175
Epoch  41 Batch  203/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0231
Epoch  41 Batch  204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9403, Loss: 0.0356
Epoch  41 Batch  205/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9375, Loss: 0.0319
Epoch  41 Batch  206/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9446, Loss: 0.0158
Epoch  41 Batch  207/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0181
Epoch  41 Batch  208/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9446, Loss: 0.0213
Epoch  41 Batch  209/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9453, Loss: 0.0190
Epoch  41 Batch  210/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0211
Epoch  41 Batch  211/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9545, Loss: 0.0172
Epoch  41 Batch  212/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9545, Loss: 0.0172
Epoch  41 Batch  213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0167
Epoch  41 Batch  214/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9592, Loss: 0.0192
Epoch  41 Batch  215/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0315
Epoch  41 Batch  216/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0178
Epoch  41 Batch  217/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9474, Loss: 0.0174
Epoch  41 Batch  218/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0233
Epoch  41 Batch  219/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9521, Loss: 0.0149
Epoch  41 Batch  220/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9521, Loss: 0.0197
Epoch  41 Batch  221/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0198
Epoch  41 Batch  222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0198
Epoch  41 Batch  223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9545, Loss: 0.0194
Epoch  41 Batch  224/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0211
Epoch  41 Batch  225/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0262
Epoch  41 Batch  226/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9482, Loss: 0.0168
Epoch  41 Batch  227/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9535, Loss: 0.0286
Epoch  41 Batch  228/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0172
Epoch  41 Batch  229/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9485, Loss: 0.0178
Epoch  41 Batch  230/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0186
Epoch  41 Batch  231/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9432, Loss: 0.0248
Epoch  41 Batch  232/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0185
Epoch  41 Batch  233/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9432, Loss: 0.0264
Epoch  41 Batch  234/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0191
Epoch  41 Batch  235/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9467, Loss: 0.0210
Epoch  41 Batch  236/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0211
Epoch  41 Batch  237/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0183
Epoch  41 Batch  238/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0201
Epoch  41 Batch  239/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9499, Loss: 0.0134
Epoch  41 Batch  240/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9478, Loss: 0.0160
Epoch  41 Batch  241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0144
Epoch  41 Batch  242/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0167
Epoch  41 Batch  243/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0273
Epoch  41 Batch  244/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9489, Loss: 0.0183
Epoch  41 Batch  245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0160
Epoch  41 Batch  246/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0209
Epoch  41 Batch  247/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9425, Loss: 0.0186
Epoch  41 Batch  248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9474, Loss: 0.0216
Epoch  41 Batch  249/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0157
Epoch  41 Batch  250/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9553, Loss: 0.0221
Epoch  41 Batch  251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9577, Loss: 0.0248
Epoch  41 Batch  252/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0217
Epoch  41 Batch  253/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9638, Loss: 0.0179
Epoch  41 Batch  254/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0220
Epoch  41 Batch  255/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9663, Loss: 0.0169
Epoch  41 Batch  256/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0363
Epoch  41 Batch  257/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9652, Loss: 0.0202
Epoch  41 Batch  258/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9652, Loss: 0.0201
Epoch  41 Batch  259/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  41 Batch  260/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9631, Loss: 0.0155
Epoch  41 Batch  261/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9609, Loss: 0.0203
Epoch  41 Batch  262/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0187
Epoch  41 Batch  263/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0146
Epoch  41 Batch  264/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0177
Epoch  41 Batch  265/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0214
Epoch  41 Batch  266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0221
Epoch  41 Batch  267/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  41 Batch  268/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9542, Loss: 0.0280
Epoch  41 Batch  269/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9595, Loss: 0.0241
Epoch  41 Batch  270/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9513, Loss: 0.0279
Epoch  41 Batch  271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9513, Loss: 0.0193
Epoch  41 Batch  272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0473
Epoch  41 Batch  273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0171
Epoch  41 Batch  274/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9567, Loss: 0.0197
Epoch  41 Batch  275/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0181
Epoch  41 Batch  276/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9471, Loss: 0.0285
Epoch  41 Batch  277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9471, Loss: 0.0171
Epoch  41 Batch  278/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9471, Loss: 0.0240
Epoch  41 Batch  279/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9471, Loss: 0.0206
Epoch  41 Batch  280/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9560, Loss: 0.0213
Epoch  41 Batch  281/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0204
Epoch  41 Batch  282/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9513, Loss: 0.0225
Epoch  41 Batch  283/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9446, Loss: 0.0193
Epoch  41 Batch  284/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0184
Epoch  41 Batch  285/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9489, Loss: 0.0227
Epoch  41 Batch  286/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9457, Loss: 0.0197
Epoch  41 Batch  287/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9503, Loss: 0.0247
Epoch  41 Batch  288/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9506, Loss: 0.0259
Epoch  41 Batch  289/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9506, Loss: 0.0169
Epoch  41 Batch  290/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9439, Loss: 0.0309
Epoch  41 Batch  291/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9439, Loss: 0.0300
Epoch  41 Batch  292/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9435, Loss: 0.0180
Epoch  41 Batch  293/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9442, Loss: 0.0171
Epoch  41 Batch  294/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9442, Loss: 0.0197
Epoch  41 Batch  295/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9442, Loss: 0.0215
Epoch  41 Batch  296/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0226
Epoch  41 Batch  297/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9492, Loss: 0.0232
Epoch  41 Batch  298/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9492, Loss: 0.0270
Epoch  41 Batch  299/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0208
Epoch  41 Batch  300/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9489, Loss: 0.0171
Epoch  41 Batch  301/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0154
Epoch  41 Batch  302/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9538, Loss: 0.0202
Epoch  41 Batch  303/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9542, Loss: 0.0233
Epoch  41 Batch  304/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9570, Loss: 0.0217
Epoch  41 Batch  305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0167
Epoch  41 Batch  306/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0329
Epoch  41 Batch  307/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9567, Loss: 0.0238
Epoch  41 Batch  308/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0214
Epoch  41 Batch  309/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9577, Loss: 0.0155
Epoch  41 Batch  310/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  41 Batch  311/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9531, Loss: 0.0170
Epoch  41 Batch  312/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0280
Epoch  41 Batch  313/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0155
Epoch  41 Batch  314/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0275
Epoch  41 Batch  315/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9510, Loss: 0.0178
Epoch  41 Batch  316/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  41 Batch  317/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9442, Loss: 0.0214
Epoch  41 Batch  318/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9435, Loss: 0.0155
Epoch  41 Batch  319/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0217
Epoch  41 Batch  320/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9428, Loss: 0.0290
Epoch  41 Batch  321/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9428, Loss: 0.0173
Epoch  41 Batch  322/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9453, Loss: 0.0167
Epoch  41 Batch  323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  41 Batch  324/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  41 Batch  325/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9503, Loss: 0.0206
Epoch  41 Batch  326/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9510, Loss: 0.0231
Epoch  41 Batch  327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9510, Loss: 0.0271
Epoch  41 Batch  328/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9457, Loss: 0.0234
Epoch  41 Batch  329/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0198
Epoch  41 Batch  330/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0187
Epoch  41 Batch  331/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9506, Loss: 0.0193
Epoch  41 Batch  332/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0154
Epoch  41 Batch  333/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9414, Loss: 0.0174
Epoch  41 Batch  334/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9414, Loss: 0.0172
Epoch  41 Batch  335/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9499, Loss: 0.0239
Epoch  41 Batch  336/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9503, Loss: 0.0568
Epoch  41 Batch  337/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9545, Loss: 0.0198
Epoch  41 Batch  338/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9499, Loss: 0.0326
Epoch  41 Batch  339/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0126
Epoch  41 Batch  340/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0201
Epoch  41 Batch  341/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9450, Loss: 0.0271
Epoch  41 Batch  342/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9499, Loss: 0.0169
Epoch  41 Batch  343/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9553, Loss: 0.0312
Epoch  41 Batch  344/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9453, Loss: 0.0222
Epoch  41 Batch  345/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9432, Loss: 0.0166
Epoch  41 Batch  346/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9428, Loss: 0.0199
Epoch  41 Batch  347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9432, Loss: 0.0142
Epoch  41 Batch  348/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9386, Loss: 0.0194
Epoch  41 Batch  349/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9435, Loss: 0.0196
Epoch  41 Batch  350/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9393, Loss: 0.0172
Epoch  41 Batch  351/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9393, Loss: 0.0234
Epoch  41 Batch  352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9350, Loss: 0.0176
Epoch  41 Batch  353/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9350, Loss: 0.0284
Epoch  41 Batch  354/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9354, Loss: 0.0296
Epoch  41 Batch  355/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9354, Loss: 0.0200
Epoch  41 Batch  356/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9421, Loss: 0.0174
Epoch  41 Batch  357/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9418, Loss: 0.0228
Epoch  41 Batch  358/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9442, Loss: 0.0246
Epoch  41 Batch  359/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0215
Epoch  41 Batch  360/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0170
Epoch  41 Batch  361/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9435, Loss: 0.0156
Epoch  41 Batch  362/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9453, Loss: 0.0265
Epoch  41 Batch  363/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9453, Loss: 0.0220
Epoch  41 Batch  364/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0324
Epoch  41 Batch  365/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9403, Loss: 0.0131
Epoch  41 Batch  366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9403, Loss: 0.0173
Epoch  41 Batch  367/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9403, Loss: 0.0139
Epoch  41 Batch  368/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9453, Loss: 0.0211
Epoch  41 Batch  369/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9435, Loss: 0.0198
Epoch  41 Batch  370/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9382, Loss: 0.0210
Epoch  41 Batch  371/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9389, Loss: 0.0139
Epoch  41 Batch  372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9439, Loss: 0.0182
Epoch  41 Batch  373/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9439, Loss: 0.0152
Epoch  41 Batch  374/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9336, Loss: 0.0229
Epoch  41 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9336, Loss: 0.0165
Epoch  41 Batch  376/1077 - Train Accuracy: 0.9503, Validation Accuracy: 0.9379, Loss: 0.0270
Epoch  41 Batch  377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9425, Loss: 0.0206
Epoch  41 Batch  378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9432, Loss: 0.0155
Epoch  41 Batch  379/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0267
Epoch  41 Batch  380/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9432, Loss: 0.0178
Epoch  41 Batch  381/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0259
Epoch  41 Batch  382/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9517, Loss: 0.0305
Epoch  41 Batch  383/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9503, Loss: 0.0201
Epoch  41 Batch  384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9503, Loss: 0.0157
Epoch  41 Batch  385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9503, Loss: 0.0169
Epoch  41 Batch  386/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0182
Epoch  41 Batch  387/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0188
Epoch  41 Batch  388/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9457, Loss: 0.0319
Epoch  41 Batch  389/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9428, Loss: 0.0232
Epoch  41 Batch  390/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0300
Epoch  41 Batch  391/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9482, Loss: 0.0220
Epoch  41 Batch  392/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0327
Epoch  41 Batch  393/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9464, Loss: 0.0208
Epoch  41 Batch  394/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9457, Loss: 0.0237
Epoch  41 Batch  395/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9474, Loss: 0.0178
Epoch  41 Batch  396/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9474, Loss: 0.0209
Epoch  41 Batch  397/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9379, Loss: 0.0215
Epoch  41 Batch  398/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9425, Loss: 0.0212
Epoch  41 Batch  399/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9450, Loss: 0.0241
Epoch  41 Batch  400/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9450, Loss: 0.0227
Epoch  41 Batch  401/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9450, Loss: 0.0172
Epoch  41 Batch  402/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0182
Epoch  41 Batch  403/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9489, Loss: 0.0351
Epoch  41 Batch  404/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9450, Loss: 0.0236
Epoch  41 Batch  405/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9450, Loss: 0.0264
Epoch  41 Batch  406/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9453, Loss: 0.0205
Epoch  41 Batch  407/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9457, Loss: 0.0223
Epoch  41 Batch  408/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9506, Loss: 0.0250
Epoch  41 Batch  409/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0241
Epoch  41 Batch  410/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9460, Loss: 0.0335
Epoch  41 Batch  411/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9510, Loss: 0.0208
Epoch  41 Batch  412/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9503, Loss: 0.0188
Epoch  41 Batch  413/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9510, Loss: 0.0200
Epoch  41 Batch  414/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0181
Epoch  41 Batch  415/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9567, Loss: 0.0265
Epoch  41 Batch  416/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0193
Epoch  41 Batch  417/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0343
Epoch  41 Batch  418/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0195
Epoch  41 Batch  419/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0170
Epoch  41 Batch  420/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0161
Epoch  41 Batch  421/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9560, Loss: 0.0339
Epoch  41 Batch  422/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0184
Epoch  41 Batch  423/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0253
Epoch  41 Batch  424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0176
Epoch  41 Batch  425/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0161
Epoch  41 Batch  426/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0255
Epoch  41 Batch  427/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9585, Loss: 0.0201
Epoch  41 Batch  428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9510, Loss: 0.0186
Epoch  41 Batch  429/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9389, Loss: 0.0148
Epoch  41 Batch  430/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9393, Loss: 0.0152
Epoch  41 Batch  431/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9396, Loss: 0.0215
Epoch  41 Batch  432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0203
Epoch  41 Batch  433/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9364, Loss: 0.0219
Epoch  41 Batch  434/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9364, Loss: 0.0198
Epoch  41 Batch  435/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9343, Loss: 0.0251
Epoch  41 Batch  436/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9339, Loss: 0.0206
Epoch  41 Batch  437/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9339, Loss: 0.0155
Epoch  41 Batch  438/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9293, Loss: 0.0174
Epoch  41 Batch  439/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9293, Loss: 0.0216
Epoch  41 Batch  440/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9357, Loss: 0.0242
Epoch  41 Batch  441/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9361, Loss: 0.0215
Epoch  41 Batch  442/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9354, Loss: 0.0269
Epoch  41 Batch  443/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9354, Loss: 0.0194
Epoch  41 Batch  444/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9354, Loss: 0.0225
Epoch  41 Batch  445/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9308, Loss: 0.0223
Epoch  41 Batch  446/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9332, Loss: 0.0171
Epoch  41 Batch  447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9290, Loss: 0.0205
Epoch  41 Batch  448/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9343, Loss: 0.0232
Epoch  41 Batch  449/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9371, Loss: 0.0294
Epoch  41 Batch  450/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9375, Loss: 0.0243
Epoch  41 Batch  451/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9425, Loss: 0.0176
Epoch  41 Batch  452/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9428, Loss: 0.0193
Epoch  41 Batch  453/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9425, Loss: 0.0213
Epoch  41 Batch  454/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9467, Loss: 0.0333
Epoch  41 Batch  455/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9467, Loss: 0.0217
Epoch  41 Batch  456/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9467, Loss: 0.0268
Epoch  41 Batch  457/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9467, Loss: 0.0169
Epoch  41 Batch  458/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9531, Loss: 0.0260
Epoch  41 Batch  459/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9503, Loss: 0.0195
Epoch  41 Batch  460/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0243
Epoch  41 Batch  461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9503, Loss: 0.0216
Epoch  41 Batch  462/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  41 Batch  463/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0209
Epoch  41 Batch  464/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0203
Epoch  41 Batch  465/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9485, Loss: 0.0293
Epoch  41 Batch  466/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0212
Epoch  41 Batch  467/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9425, Loss: 0.0200
Epoch  41 Batch  468/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9446, Loss: 0.0177
Epoch  41 Batch  469/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9403, Loss: 0.0144
Epoch  41 Batch  470/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9293, Loss: 0.0215
Epoch  41 Batch  471/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9343, Loss: 0.0148
Epoch  41 Batch  472/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9343, Loss: 0.0208
Epoch  41 Batch  473/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9343, Loss: 0.0192
Epoch  41 Batch  474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9297, Loss: 0.0176
Epoch  41 Batch  475/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9350, Loss: 0.0247
Epoch  41 Batch  476/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9389, Loss: 0.0167
Epoch  41 Batch  477/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9389, Loss: 0.0237
Epoch  41 Batch  478/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9343, Loss: 0.0210
Epoch  41 Batch  479/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9343, Loss: 0.0275
Epoch  41 Batch  480/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9432, Loss: 0.0200
Epoch  41 Batch  481/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0199
Epoch  41 Batch  482/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0199
Epoch  41 Batch  483/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9506, Loss: 0.0292
Epoch  41 Batch  484/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0221
Epoch  41 Batch  485/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9435, Loss: 0.0193
Epoch  41 Batch  486/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9386, Loss: 0.0173
Epoch  41 Batch  487/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9389, Loss: 0.0158
Epoch  41 Batch  488/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9482, Loss: 0.0178
Epoch  41 Batch  489/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9435, Loss: 0.0183
Epoch  41 Batch  490/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9510, Loss: 0.0220
Epoch  41 Batch  491/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9517, Loss: 0.0269
Epoch  41 Batch  492/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0257
Epoch  41 Batch  493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9464, Loss: 0.0144
Epoch  41 Batch  494/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9457, Loss: 0.0154
Epoch  41 Batch  495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0183
Epoch  41 Batch  496/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0198
Epoch  41 Batch  497/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9513, Loss: 0.0230
Epoch  41 Batch  498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9474, Loss: 0.0285
Epoch  41 Batch  499/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9371, Loss: 0.0216
Epoch  41 Batch  500/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0162
Epoch  41 Batch  501/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9432, Loss: 0.0173
Epoch  41 Batch  502/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0204
Epoch  41 Batch  503/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9553, Loss: 0.0162
Epoch  41 Batch  504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0205
Epoch  41 Batch  505/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  41 Batch  506/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0239
Epoch  41 Batch  507/1077 - Train Accuracy: 0.9277, Validation Accuracy: 0.9524, Loss: 0.0277
Epoch  41 Batch  508/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0157
Epoch  41 Batch  509/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0250
Epoch  41 Batch  510/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9524, Loss: 0.0193
Epoch  41 Batch  511/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9524, Loss: 0.0194
Epoch  41 Batch  512/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0158
Epoch  41 Batch  513/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0233
Epoch  41 Batch  514/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9542, Loss: 0.0201
Epoch  41 Batch  515/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0190
Epoch  41 Batch  516/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9521, Loss: 0.0205
Epoch  41 Batch  517/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  41 Batch  518/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9521, Loss: 0.0213
Epoch  41 Batch  519/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  41 Batch  520/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0156
Epoch  41 Batch  521/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9496, Loss: 0.0230
Epoch  41 Batch  522/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9542, Loss: 0.0293
Epoch  41 Batch  523/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9446, Loss: 0.0232
Epoch  41 Batch  524/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9474, Loss: 0.0242
Epoch  41 Batch  525/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0190
Epoch  41 Batch  526/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0178
Epoch  41 Batch  527/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9478, Loss: 0.0216
Epoch  41 Batch  528/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9478, Loss: 0.0195
Epoch  41 Batch  529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0219
Epoch  41 Batch  530/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0235
Epoch  41 Batch  531/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9524, Loss: 0.0221
Epoch  41 Batch  532/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9524, Loss: 0.0285
Epoch  41 Batch  533/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0184
Epoch  41 Batch  534/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9524, Loss: 0.0271
Epoch  41 Batch  535/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0233
Epoch  41 Batch  536/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9531, Loss: 0.0221
Epoch  41 Batch  537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  41 Batch  538/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0194
Epoch  41 Batch  539/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0240
Epoch  41 Batch  540/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9581, Loss: 0.0134
Epoch  41 Batch  541/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0177
Epoch  41 Batch  542/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0216
Epoch  41 Batch  543/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  41 Batch  544/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9467, Loss: 0.0120
Epoch  41 Batch  545/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9510, Loss: 0.0174
Epoch  41 Batch  546/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9510, Loss: 0.0244
Epoch  41 Batch  547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9506, Loss: 0.0184
Epoch  41 Batch  548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9457, Loss: 0.0235
Epoch  41 Batch  549/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9457, Loss: 0.0215
Epoch  41 Batch  550/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9471, Loss: 0.0190
Epoch  41 Batch  551/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9464, Loss: 0.0221
Epoch  41 Batch  552/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0245
Epoch  41 Batch  553/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9460, Loss: 0.0292
Epoch  41 Batch  554/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9464, Loss: 0.0179
Epoch  41 Batch  555/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0167
Epoch  41 Batch  556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9471, Loss: 0.0140
Epoch  41 Batch  557/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9467, Loss: 0.0163
Epoch  41 Batch  558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0163
Epoch  41 Batch  559/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0205
Epoch  41 Batch  560/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  41 Batch  561/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9460, Loss: 0.0202
Epoch  41 Batch  562/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9460, Loss: 0.0197
Epoch  41 Batch  563/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0241
Epoch  41 Batch  564/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9407, Loss: 0.0277
Epoch  41 Batch  565/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9407, Loss: 0.0273
Epoch  41 Batch  566/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9403, Loss: 0.0246
Epoch  41 Batch  567/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0246
Epoch  41 Batch  568/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9542, Loss: 0.0185
Epoch  41 Batch  569/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9492, Loss: 0.0255
Epoch  41 Batch  570/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9542, Loss: 0.0288
Epoch  41 Batch  571/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9545, Loss: 0.0149
Epoch  41 Batch  572/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9503, Loss: 0.0227
Epoch  41 Batch  573/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9570, Loss: 0.0357
Epoch  41 Batch  574/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0250
Epoch  41 Batch  575/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9560, Loss: 0.0176
Epoch  41 Batch  576/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9560, Loss: 0.0214
Epoch  41 Batch  577/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0220
Epoch  41 Batch  578/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0176
Epoch  41 Batch  579/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  41 Batch  580/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9588, Loss: 0.0155
Epoch  41 Batch  581/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0139
Epoch  41 Batch  582/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0157
Epoch  41 Batch  583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0246
Epoch  41 Batch  584/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9595, Loss: 0.0207
Epoch  41 Batch  585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9595, Loss: 0.0139
Epoch  41 Batch  586/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9595, Loss: 0.0166
Epoch  41 Batch  587/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0183
Epoch  41 Batch  588/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9599, Loss: 0.0195
Epoch  41 Batch  589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9599, Loss: 0.0205
Epoch  41 Batch  590/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9556, Loss: 0.0225
Epoch  41 Batch  591/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9553, Loss: 0.0220
Epoch  41 Batch  592/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9549, Loss: 0.0214
Epoch  41 Batch  593/1077 - Train Accuracy: 0.9312, Validation Accuracy: 0.9485, Loss: 0.0362
Epoch  41 Batch  594/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9531, Loss: 0.0276
Epoch  41 Batch  595/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9478, Loss: 0.0192
Epoch  41 Batch  596/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0199
Epoch  41 Batch  597/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  41 Batch  598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9553, Loss: 0.0222
Epoch  41 Batch  599/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0348
Epoch  41 Batch  600/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9553, Loss: 0.0225
Epoch  41 Batch  601/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0233
Epoch  41 Batch  602/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9553, Loss: 0.0247
Epoch  41 Batch  603/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9553, Loss: 0.0213
Epoch  41 Batch  604/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0311
Epoch  41 Batch  605/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9588, Loss: 0.0246
Epoch  41 Batch  606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  41 Batch  607/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9592, Loss: 0.0281
Epoch  41 Batch  608/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0250
Epoch  41 Batch  609/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0254
Epoch  41 Batch  610/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9467, Loss: 0.0223
Epoch  41 Batch  611/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9467, Loss: 0.0198
Epoch  41 Batch  612/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9467, Loss: 0.0162
Epoch  41 Batch  613/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9510, Loss: 0.0235
Epoch  41 Batch  614/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9510, Loss: 0.0229
Epoch  41 Batch  615/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9510, Loss: 0.0143
Epoch  41 Batch  616/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9510, Loss: 0.0185
Epoch  41 Batch  617/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9489, Loss: 0.0172
Epoch  41 Batch  618/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0246
Epoch  41 Batch  619/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9478, Loss: 0.0149
Epoch  41 Batch  620/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0183
Epoch  41 Batch  621/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0264
Epoch  41 Batch  622/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9418, Loss: 0.0271
Epoch  41 Batch  623/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9407, Loss: 0.0292
Epoch  41 Batch  624/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9428, Loss: 0.0240
Epoch  41 Batch  625/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9499, Loss: 0.0214
Epoch  41 Batch  626/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9499, Loss: 0.0184
Epoch  41 Batch  627/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9499, Loss: 0.0201
Epoch  41 Batch  628/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9453, Loss: 0.0207
Epoch  41 Batch  629/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9517, Loss: 0.0227
Epoch  41 Batch  630/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0180
Epoch  41 Batch  631/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0267
Epoch  41 Batch  632/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0163
Epoch  41 Batch  633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9535, Loss: 0.0196
Epoch  41 Batch  634/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9592, Loss: 0.0145
Epoch  41 Batch  635/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0227
Epoch  41 Batch  636/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0247
Epoch  41 Batch  637/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9638, Loss: 0.0240
Epoch  41 Batch  638/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9673, Loss: 0.0214
Epoch  41 Batch  639/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0228
Epoch  41 Batch  640/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9673, Loss: 0.0198
Epoch  41 Batch  641/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9570, Loss: 0.0180
Epoch  41 Batch  642/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9620, Loss: 0.0199
Epoch  41 Batch  643/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0170
Epoch  41 Batch  644/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0177
Epoch  41 Batch  645/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0281
Epoch  41 Batch  646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9620, Loss: 0.0212
Epoch  41 Batch  647/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0253
Epoch  41 Batch  648/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0147
Epoch  41 Batch  649/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9563, Loss: 0.0182
Epoch  41 Batch  650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0223
Epoch  41 Batch  651/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0179
Epoch  41 Batch  652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0198
Epoch  41 Batch  653/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0272
Epoch  41 Batch  654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0215
Epoch  41 Batch  655/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9592, Loss: 0.0250
Epoch  41 Batch  656/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  41 Batch  657/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9450, Loss: 0.0201
Epoch  41 Batch  658/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9450, Loss: 0.0130
Epoch  41 Batch  659/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9453, Loss: 0.0196
Epoch  41 Batch  660/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9450, Loss: 0.0146
Epoch  41 Batch  661/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9450, Loss: 0.0246
Epoch  41 Batch  662/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9478, Loss: 0.0181
Epoch  41 Batch  663/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0179
Epoch  41 Batch  664/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0232
Epoch  41 Batch  665/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0142
Epoch  41 Batch  666/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9464, Loss: 0.0214
Epoch  41 Batch  667/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9464, Loss: 0.0233
Epoch  41 Batch  668/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9464, Loss: 0.0201
Epoch  41 Batch  669/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  41 Batch  670/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9485, Loss: 0.0214
Epoch  41 Batch  671/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9485, Loss: 0.0217
Epoch  41 Batch  672/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9535, Loss: 0.0161
Epoch  41 Batch  673/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9489, Loss: 0.0233
Epoch  41 Batch  674/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9474, Loss: 0.0200
Epoch  41 Batch  675/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0215
Epoch  41 Batch  676/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9474, Loss: 0.0188
Epoch  41 Batch  677/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9471, Loss: 0.0249
Epoch  41 Batch  678/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9371, Loss: 0.0163
Epoch  41 Batch  679/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9368, Loss: 0.0169
Epoch  41 Batch  680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9339, Loss: 0.0225
Epoch  41 Batch  681/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9343, Loss: 0.0151
Epoch  41 Batch  682/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9499, Loss: 0.0182
Epoch  41 Batch  683/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0157
Epoch  41 Batch  684/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9446, Loss: 0.0195
Epoch  41 Batch  685/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9446, Loss: 0.0250
Epoch  41 Batch  686/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9446, Loss: 0.0164
Epoch  41 Batch  687/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9446, Loss: 0.0207
Epoch  41 Batch  688/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9446, Loss: 0.0159
Epoch  41 Batch  689/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9446, Loss: 0.0112
Epoch  41 Batch  690/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0231
Epoch  41 Batch  691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9510, Loss: 0.0234
Epoch  41 Batch  692/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9510, Loss: 0.0201
Epoch  41 Batch  693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9510, Loss: 0.0341
Epoch  41 Batch  694/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0167
Epoch  41 Batch  695/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0205
Epoch  41 Batch  696/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0186
Epoch  41 Batch  697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0213
Epoch  41 Batch  698/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9638, Loss: 0.0160
Epoch  41 Batch  699/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0149
Epoch  41 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0201
Epoch  41 Batch  701/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0194
Epoch  41 Batch  702/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9574, Loss: 0.0301
Epoch  41 Batch  703/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  41 Batch  704/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9673, Loss: 0.0273
Epoch  41 Batch  705/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9624, Loss: 0.0291
Epoch  41 Batch  706/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9673, Loss: 0.0419
Epoch  41 Batch  707/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9670, Loss: 0.0270
Epoch  41 Batch  708/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0195
Epoch  41 Batch  709/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0238
Epoch  41 Batch  710/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0139
Epoch  41 Batch  711/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9418, Loss: 0.0242
Epoch  41 Batch  712/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9418, Loss: 0.0196
Epoch  41 Batch  713/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9371, Loss: 0.0207
Epoch  41 Batch  714/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9371, Loss: 0.0208
Epoch  41 Batch  715/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9375, Loss: 0.0207
Epoch  41 Batch  716/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9375, Loss: 0.0178
Epoch  41 Batch  717/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9428, Loss: 0.0135
Epoch  41 Batch  718/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9474, Loss: 0.0232
Epoch  41 Batch  719/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9474, Loss: 0.0224
Epoch  41 Batch  720/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9560, Loss: 0.0271
Epoch  41 Batch  721/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0180
Epoch  41 Batch  722/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0184
Epoch  41 Batch  723/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0231
Epoch  41 Batch  724/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9513, Loss: 0.0225
Epoch  41 Batch  725/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9460, Loss: 0.0161
Epoch  41 Batch  726/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9460, Loss: 0.0176
Epoch  41 Batch  727/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9364, Loss: 0.0174
Epoch  41 Batch  728/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9414, Loss: 0.0244
Epoch  41 Batch  729/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0266
Epoch  41 Batch  730/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0282
Epoch  41 Batch  731/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9474, Loss: 0.0206
Epoch  41 Batch  732/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9467, Loss: 0.0216
Epoch  41 Batch  733/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9467, Loss: 0.0283
Epoch  41 Batch  734/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9464, Loss: 0.0213
Epoch  41 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9418, Loss: 0.0159
Epoch  41 Batch  736/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9418, Loss: 0.0185
Epoch  41 Batch  737/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9411, Loss: 0.0216
Epoch  41 Batch  738/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9368, Loss: 0.0124
Epoch  41 Batch  739/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9375, Loss: 0.0193
Epoch  41 Batch  740/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9418, Loss: 0.0148
Epoch  41 Batch  741/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9467, Loss: 0.0228
Epoch  41 Batch  742/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0193
Epoch  41 Batch  743/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9474, Loss: 0.0165
Epoch  41 Batch  744/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9474, Loss: 0.0242
Epoch  41 Batch  745/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0240
Epoch  41 Batch  746/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9513, Loss: 0.0214
Epoch  41 Batch  747/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9467, Loss: 0.0156
Epoch  41 Batch  748/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0156
Epoch  41 Batch  749/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9560, Loss: 0.0156
Epoch  41 Batch  750/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0188
Epoch  41 Batch  751/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0219
Epoch  41 Batch  752/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9435, Loss: 0.0190
Epoch  41 Batch  753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9446, Loss: 0.0155
Epoch  41 Batch  754/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0204
Epoch  41 Batch  755/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9453, Loss: 0.0253
Epoch  41 Batch  756/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0174
Epoch  41 Batch  757/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9474, Loss: 0.0200
Epoch  41 Batch  758/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0150
Epoch  41 Batch  759/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9574, Loss: 0.0214
Epoch  41 Batch  760/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9581, Loss: 0.0215
Epoch  41 Batch  761/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9581, Loss: 0.0190
Epoch  41 Batch  762/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0187
Epoch  41 Batch  763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9570, Loss: 0.0239
Epoch  41 Batch  764/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  41 Batch  765/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9574, Loss: 0.0238
Epoch  41 Batch  766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  41 Batch  767/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9535, Loss: 0.0240
Epoch  41 Batch  768/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9460, Loss: 0.0158
Epoch  41 Batch  769/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0258
Epoch  41 Batch  770/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9496, Loss: 0.0185
Epoch  41 Batch  771/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0216
Epoch  41 Batch  772/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9489, Loss: 0.0205
Epoch  41 Batch  773/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0163
Epoch  41 Batch  774/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0200
Epoch  41 Batch  775/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0189
Epoch  41 Batch  776/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0211
Epoch  41 Batch  777/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0152
Epoch  41 Batch  778/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9631, Loss: 0.0228
Epoch  41 Batch  779/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  41 Batch  780/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0283
Epoch  41 Batch  781/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9581, Loss: 0.0226
Epoch  41 Batch  782/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9684, Loss: 0.0211
Epoch  41 Batch  783/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9684, Loss: 0.0273
Epoch  41 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0128
Epoch  41 Batch  785/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9680, Loss: 0.0173
Epoch  41 Batch  786/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0197
Epoch  41 Batch  787/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9666, Loss: 0.0181
Epoch  41 Batch  788/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9613, Loss: 0.0206
Epoch  41 Batch  789/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0244
Epoch  41 Batch  790/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0249
Epoch  41 Batch  791/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0221
Epoch  41 Batch  792/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0198
Epoch  41 Batch  793/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9460, Loss: 0.0198
Epoch  41 Batch  794/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0141
Epoch  41 Batch  795/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0232
Epoch  41 Batch  796/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9510, Loss: 0.0219
Epoch  41 Batch  797/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9567, Loss: 0.0241
Epoch  41 Batch  798/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0207
Epoch  41 Batch  799/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9517, Loss: 0.0304
Epoch  41 Batch  800/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  41 Batch  801/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0195
Epoch  41 Batch  802/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0312
Epoch  41 Batch  803/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0193
Epoch  41 Batch  804/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9535, Loss: 0.0143
Epoch  41 Batch  805/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9439, Loss: 0.0248
Epoch  41 Batch  806/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9442, Loss: 0.0150
Epoch  41 Batch  807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9421, Loss: 0.0152
Epoch  41 Batch  808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9471, Loss: 0.0306
Epoch  41 Batch  809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9428, Loss: 0.0341
Epoch  41 Batch  810/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9403, Loss: 0.0195
Epoch  41 Batch  811/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9403, Loss: 0.0259
Epoch  41 Batch  812/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9400, Loss: 0.0227
Epoch  41 Batch  813/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9400, Loss: 0.0220
Epoch  41 Batch  814/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9421, Loss: 0.0229
Epoch  41 Batch  815/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9464, Loss: 0.0262
Epoch  41 Batch  816/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  41 Batch  817/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0191
Epoch  41 Batch  818/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0242
Epoch  41 Batch  819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0193
Epoch  41 Batch  820/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0185
Epoch  41 Batch  821/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0221
Epoch  41 Batch  822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0159
Epoch  41 Batch  823/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0203
Epoch  41 Batch  824/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9510, Loss: 0.0266
Epoch  41 Batch  825/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9489, Loss: 0.0128
Epoch  41 Batch  826/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9464, Loss: 0.0159
Epoch  41 Batch  827/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9464, Loss: 0.0208
Epoch  41 Batch  828/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9467, Loss: 0.0150
Epoch  41 Batch  829/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0299
Epoch  41 Batch  830/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9467, Loss: 0.0268
Epoch  41 Batch  831/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0211
Epoch  41 Batch  832/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0161
Epoch  41 Batch  833/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9538, Loss: 0.0215
Epoch  41 Batch  834/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9570, Loss: 0.0210
Epoch  41 Batch  835/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0193
Epoch  41 Batch  836/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  41 Batch  837/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9616, Loss: 0.0253
Epoch  41 Batch  838/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0196
Epoch  41 Batch  839/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0135
Epoch  41 Batch  840/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0221
Epoch  41 Batch  841/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0326
Epoch  41 Batch  842/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0182
Epoch  41 Batch  843/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9400, Loss: 0.0169
Epoch  41 Batch  844/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0194
Epoch  41 Batch  845/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0211
Epoch  41 Batch  846/1077 - Train Accuracy: 0.9328, Validation Accuracy: 0.9616, Loss: 0.0286
Epoch  41 Batch  847/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9634, Loss: 0.0249
Epoch  41 Batch  848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9688, Loss: 0.0195
Epoch  41 Batch  849/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9695, Loss: 0.0137
Epoch  41 Batch  850/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9705, Loss: 0.0303
Epoch  41 Batch  851/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9773, Loss: 0.0288
Epoch  41 Batch  852/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9723, Loss: 0.0281
Epoch  41 Batch  853/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0194
Epoch  41 Batch  854/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9666, Loss: 0.0198
Epoch  41 Batch  855/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9688, Loss: 0.0286
Epoch  41 Batch  856/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9691, Loss: 0.0234
Epoch  41 Batch  857/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0151
Epoch  41 Batch  858/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9695, Loss: 0.0156
Epoch  41 Batch  859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0205
Epoch  41 Batch  860/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9702, Loss: 0.0245
Epoch  41 Batch  861/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9638, Loss: 0.0185
Epoch  41 Batch  862/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0212
Epoch  41 Batch  863/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0202
Epoch  41 Batch  864/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9620, Loss: 0.0245
Epoch  41 Batch  865/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9670, Loss: 0.0236
Epoch  41 Batch  866/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0238
Epoch  41 Batch  867/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9705, Loss: 0.0582
Epoch  41 Batch  868/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0224
Epoch  41 Batch  869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0175
Epoch  41 Batch  870/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9641, Loss: 0.0173
Epoch  41 Batch  871/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9645, Loss: 0.0177
Epoch  41 Batch  872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9645, Loss: 0.0202
Epoch  41 Batch  873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0188
Epoch  41 Batch  874/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9613, Loss: 0.0241
Epoch  41 Batch  875/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0187
Epoch  41 Batch  876/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0188
Epoch  41 Batch  877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0187
Epoch  41 Batch  878/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9467, Loss: 0.0176
Epoch  41 Batch  879/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9489, Loss: 0.0159
Epoch  41 Batch  880/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0240
Epoch  41 Batch  881/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9535, Loss: 0.0207
Epoch  41 Batch  882/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0202
Epoch  41 Batch  883/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9585, Loss: 0.0280
Epoch  41 Batch  884/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  41 Batch  885/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9538, Loss: 0.0132
Epoch  41 Batch  886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0185
Epoch  41 Batch  887/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0228
Epoch  41 Batch  888/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9567, Loss: 0.0221
Epoch  41 Batch  889/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9567, Loss: 0.0235
Epoch  41 Batch  890/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9521, Loss: 0.0227
Epoch  41 Batch  891/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  41 Batch  892/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0183
Epoch  41 Batch  893/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  41 Batch  894/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  41 Batch  895/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0194
Epoch  41 Batch  896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0170
Epoch  41 Batch  897/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9567, Loss: 0.0178
Epoch  41 Batch  898/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9545, Loss: 0.0212
Epoch  41 Batch  899/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0233
Epoch  41 Batch  900/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0266
Epoch  41 Batch  901/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9553, Loss: 0.0305
Epoch  41 Batch  902/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9560, Loss: 0.0293
Epoch  41 Batch  903/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9563, Loss: 0.0212
Epoch  41 Batch  904/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9563, Loss: 0.0202
Epoch  41 Batch  905/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0163
Epoch  41 Batch  906/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0202
Epoch  41 Batch  907/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9606, Loss: 0.0217
Epoch  41 Batch  908/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0201
Epoch  41 Batch  909/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0265
Epoch  41 Batch  910/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9581, Loss: 0.0244
Epoch  41 Batch  911/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9581, Loss: 0.0260
Epoch  41 Batch  912/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0234
Epoch  41 Batch  913/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9553, Loss: 0.0265
Epoch  41 Batch  914/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0527
Epoch  41 Batch  915/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9602, Loss: 0.0190
Epoch  41 Batch  916/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0196
Epoch  41 Batch  917/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9581, Loss: 0.0254
Epoch  41 Batch  918/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0215
Epoch  41 Batch  919/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0152
Epoch  41 Batch  920/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0175
Epoch  41 Batch  921/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9510, Loss: 0.0238
Epoch  41 Batch  922/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9510, Loss: 0.0185
Epoch  41 Batch  923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9570, Loss: 0.0119
Epoch  41 Batch  924/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9535, Loss: 0.0245
Epoch  41 Batch  925/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0149
Epoch  41 Batch  926/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9535, Loss: 0.0213
Epoch  41 Batch  927/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0229
Epoch  41 Batch  928/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0198
Epoch  41 Batch  929/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0174
Epoch  41 Batch  930/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0173
Epoch  41 Batch  931/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9553, Loss: 0.0205
Epoch  41 Batch  932/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0195
Epoch  41 Batch  933/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9496, Loss: 0.0206
Epoch  41 Batch  934/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0172
Epoch  41 Batch  935/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0175
Epoch  41 Batch  936/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9613, Loss: 0.0287
Epoch  41 Batch  937/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0306
Epoch  41 Batch  938/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0265
Epoch  41 Batch  939/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0239
Epoch  41 Batch  940/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  41 Batch  941/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9538, Loss: 0.0239
Epoch  41 Batch  942/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9599, Loss: 0.0256
Epoch  41 Batch  943/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9553, Loss: 0.0153
Epoch  41 Batch  944/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9553, Loss: 0.0183
Epoch  41 Batch  945/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9553, Loss: 0.0143
Epoch  41 Batch  946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9553, Loss: 0.0154
Epoch  41 Batch  947/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9553, Loss: 0.0222
Epoch  41 Batch  948/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9492, Loss: 0.0243
Epoch  41 Batch  949/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9492, Loss: 0.0177
Epoch  41 Batch  950/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0182
Epoch  41 Batch  951/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0225
Epoch  41 Batch  952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9542, Loss: 0.0138
Epoch  41 Batch  953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9545, Loss: 0.0201
Epoch  41 Batch  954/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9638, Loss: 0.0266
Epoch  41 Batch  955/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0226
Epoch  41 Batch  956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0214
Epoch  41 Batch  957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9631, Loss: 0.0134
Epoch  41 Batch  958/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  41 Batch  959/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0221
Epoch  41 Batch  960/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0197
Epoch  41 Batch  961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0142
Epoch  41 Batch  962/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  41 Batch  963/1077 - Train Accuracy: 0.9735, Validation Accuracy: 0.9656, Loss: 0.0268
Epoch  41 Batch  964/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  41 Batch  965/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9680, Loss: 0.0374
Epoch  41 Batch  966/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0178
Epoch  41 Batch  967/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9588, Loss: 0.0243
Epoch  41 Batch  968/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9517, Loss: 0.0263
Epoch  41 Batch  969/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9560, Loss: 0.0280
Epoch  41 Batch  970/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0167
Epoch  41 Batch  971/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0299
Epoch  41 Batch  972/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9542, Loss: 0.0259
Epoch  41 Batch  973/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9595, Loss: 0.0151
Epoch  41 Batch  974/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0159
Epoch  41 Batch  975/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9645, Loss: 0.0181
Epoch  41 Batch  976/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  41 Batch  977/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0138
Epoch  41 Batch  978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9577, Loss: 0.0253
Epoch  41 Batch  979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9585, Loss: 0.0176
Epoch  41 Batch  980/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0202
Epoch  41 Batch  981/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9485, Loss: 0.0255
Epoch  41 Batch  982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9538, Loss: 0.0234
Epoch  41 Batch  983/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9560, Loss: 0.0194
Epoch  41 Batch  984/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9560, Loss: 0.0265
Epoch  41 Batch  985/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0190
Epoch  41 Batch  986/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0236
Epoch  41 Batch  987/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0170
Epoch  41 Batch  988/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0233
Epoch  41 Batch  989/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9414, Loss: 0.0247
Epoch  41 Batch  990/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9446, Loss: 0.0234
Epoch  41 Batch  991/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9553, Loss: 0.0200
Epoch  41 Batch  992/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0247
Epoch  41 Batch  993/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159
Epoch  41 Batch  994/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0167
Epoch  41 Batch  995/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0182
Epoch  41 Batch  996/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0260
Epoch  41 Batch  997/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9464, Loss: 0.0222
Epoch  41 Batch  998/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9464, Loss: 0.0169
Epoch  41 Batch  999/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9464, Loss: 0.0234
Epoch  41 Batch 1000/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9464, Loss: 0.0215
Epoch  41 Batch 1001/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9528, Loss: 0.0191
Epoch  41 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9528, Loss: 0.0136
Epoch  41 Batch 1003/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9524, Loss: 0.0196
Epoch  41 Batch 1004/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0191
Epoch  41 Batch 1005/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0206
Epoch  41 Batch 1006/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9489, Loss: 0.0188
Epoch  41 Batch 1007/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9489, Loss: 0.0160
Epoch  41 Batch 1008/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0230
Epoch  41 Batch 1009/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0138
Epoch  41 Batch 1010/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9460, Loss: 0.0188
Epoch  41 Batch 1011/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9442, Loss: 0.0186
Epoch  41 Batch 1012/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9464, Loss: 0.0168
Epoch  41 Batch 1013/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9464, Loss: 0.0146
Epoch  41 Batch 1014/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9471, Loss: 0.0212
Epoch  41 Batch 1015/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9513, Loss: 0.0246
Epoch  41 Batch 1016/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9513, Loss: 0.0170
Epoch  41 Batch 1017/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9492, Loss: 0.0198
Epoch  41 Batch 1018/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9496, Loss: 0.0268
Epoch  41 Batch 1019/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9556, Loss: 0.0296
Epoch  41 Batch 1020/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0159
Epoch  41 Batch 1021/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0164
Epoch  41 Batch 1022/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  41 Batch 1023/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9599, Loss: 0.0195
Epoch  41 Batch 1024/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9695, Loss: 0.0267
Epoch  41 Batch 1025/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9648, Loss: 0.0206
Epoch  41 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9631, Loss: 0.0237
Epoch  41 Batch 1027/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9585, Loss: 0.0181
Epoch  41 Batch 1028/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0204
Epoch  41 Batch 1029/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0182
Epoch  41 Batch 1030/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0175
Epoch  41 Batch 1031/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9606, Loss: 0.0256
Epoch  41 Batch 1032/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0215
Epoch  41 Batch 1033/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9545, Loss: 0.0199
Epoch  41 Batch 1034/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9542, Loss: 0.0190
Epoch  41 Batch 1035/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0155
Epoch  41 Batch 1036/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9485, Loss: 0.0235
Epoch  41 Batch 1037/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  41 Batch 1038/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0230
Epoch  41 Batch 1039/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0225
Epoch  41 Batch 1040/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9421, Loss: 0.0205
Epoch  41 Batch 1041/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9421, Loss: 0.0281
Epoch  41 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0184
Epoch  41 Batch 1043/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9421, Loss: 0.0268
Epoch  41 Batch 1044/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9549, Loss: 0.0199
Epoch  41 Batch 1045/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0214
Epoch  41 Batch 1046/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9556, Loss: 0.0124
Epoch  41 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0197
Epoch  41 Batch 1048/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0259
Epoch  41 Batch 1049/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9595, Loss: 0.0195
Epoch  41 Batch 1050/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9595, Loss: 0.0148
Epoch  41 Batch 1051/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9531, Loss: 0.0255
Epoch  41 Batch 1052/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9581, Loss: 0.0207
Epoch  41 Batch 1053/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9673, Loss: 0.0236
Epoch  41 Batch 1054/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9627, Loss: 0.0234
Epoch  41 Batch 1055/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0229
Epoch  41 Batch 1056/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  41 Batch 1057/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9677, Loss: 0.0195
Epoch  41 Batch 1058/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9588, Loss: 0.0220
Epoch  41 Batch 1059/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9489, Loss: 0.0252
Epoch  41 Batch 1060/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9432, Loss: 0.0171
Epoch  41 Batch 1061/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9357, Loss: 0.0277
Epoch  41 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0238
Epoch  41 Batch 1063/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0229
Epoch  41 Batch 1064/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0220
Epoch  41 Batch 1065/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  41 Batch 1066/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9531, Loss: 0.0166
Epoch  41 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9485, Loss: 0.0199
Epoch  41 Batch 1068/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0139
Epoch  41 Batch 1069/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9442, Loss: 0.0141
Epoch  41 Batch 1070/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9414, Loss: 0.0180
Epoch  41 Batch 1071/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9485, Loss: 0.0211
Epoch  41 Batch 1072/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9492, Loss: 0.0178
Epoch  41 Batch 1073/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0216
Epoch  41 Batch 1074/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9496, Loss: 0.0270
Epoch  41 Batch 1075/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0261
Epoch  42 Batch    1/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0161
Epoch  42 Batch    2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  42 Batch    3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0281
Epoch  42 Batch    4/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9577, Loss: 0.0176
Epoch  42 Batch    5/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0280
Epoch  42 Batch    6/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0137
Epoch  42 Batch    7/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9577, Loss: 0.0194
Epoch  42 Batch    8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0186
Epoch  42 Batch    9/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  42 Batch   10/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9652, Loss: 0.0203
Epoch  42 Batch   11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9606, Loss: 0.0290
Epoch  42 Batch   12/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9549, Loss: 0.0177
Epoch  42 Batch   13/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9549, Loss: 0.0332
Epoch  42 Batch   14/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0148
Epoch  42 Batch   15/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0161
Epoch  42 Batch   16/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9542, Loss: 0.0256
Epoch  42 Batch   17/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0195
Epoch  42 Batch   18/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0188
Epoch  42 Batch   19/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9510, Loss: 0.0171
Epoch  42 Batch   20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0170
Epoch  42 Batch   21/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9563, Loss: 0.0262
Epoch  42 Batch   22/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  42 Batch   23/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9499, Loss: 0.0155
Epoch  42 Batch   24/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9478, Loss: 0.0249
Epoch  42 Batch   25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9478, Loss: 0.0146
Epoch  42 Batch   26/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0276
Epoch  42 Batch   27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0131
Epoch  42 Batch   28/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0200
Epoch  42 Batch   29/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0203
Epoch  42 Batch   30/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0167
Epoch  42 Batch   31/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  42 Batch   32/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  42 Batch   33/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9627, Loss: 0.0151
Epoch  42 Batch   34/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0227
Epoch  42 Batch   35/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0221
Epoch  42 Batch   36/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0180
Epoch  42 Batch   37/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9663, Loss: 0.0239
Epoch  42 Batch   38/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9666, Loss: 0.0255
Epoch  42 Batch   39/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0240
Epoch  42 Batch   40/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  42 Batch   41/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9585, Loss: 0.0159
Epoch  42 Batch   42/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9620, Loss: 0.0274
Epoch  42 Batch   43/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0124
Epoch  42 Batch   44/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9652, Loss: 0.0126
Epoch  42 Batch   45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0206
Epoch  42 Batch   46/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9631, Loss: 0.0236
Epoch  42 Batch   47/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0216
Epoch  42 Batch   48/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0268
Epoch  42 Batch   49/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9585, Loss: 0.0281
Epoch  42 Batch   50/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0171
Epoch  42 Batch   51/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0221
Epoch  42 Batch   52/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0273
Epoch  42 Batch   53/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0241
Epoch  42 Batch   54/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0404
Epoch  42 Batch   55/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0142
Epoch  42 Batch   56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9506, Loss: 0.0135
Epoch  42 Batch   57/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9467, Loss: 0.0240
Epoch  42 Batch   58/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0209
Epoch  42 Batch   59/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9545, Loss: 0.0226
Epoch  42 Batch   60/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9453, Loss: 0.0141
Epoch  42 Batch   61/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9411, Loss: 0.0195
Epoch  42 Batch   62/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9457, Loss: 0.0254
Epoch  42 Batch   63/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0177
Epoch  42 Batch   64/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0192
Epoch  42 Batch   65/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9545, Loss: 0.0262
Epoch  42 Batch   66/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9549, Loss: 0.0118
Epoch  42 Batch   67/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0199
Epoch  42 Batch   68/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9613, Loss: 0.0287
Epoch  42 Batch   69/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9613, Loss: 0.0282
Epoch  42 Batch   70/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0269
Epoch  42 Batch   71/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0142
Epoch  42 Batch   72/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0198
Epoch  42 Batch   73/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9567, Loss: 0.0201
Epoch  42 Batch   74/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0192
Epoch  42 Batch   75/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9464, Loss: 0.0275
Epoch  42 Batch   76/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9418, Loss: 0.0168
Epoch  42 Batch   77/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0220
Epoch  42 Batch   78/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9503, Loss: 0.0199
Epoch  42 Batch   79/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0170
Epoch  42 Batch   80/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9464, Loss: 0.0191
Epoch  42 Batch   81/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9442, Loss: 0.0158
Epoch  42 Batch   82/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9538, Loss: 0.0232
Epoch  42 Batch   83/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0150
Epoch  42 Batch   84/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0192
Epoch  42 Batch   85/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9609, Loss: 0.0187
Epoch  42 Batch   86/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0236
Epoch  42 Batch   87/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9648, Loss: 0.0285
Epoch  42 Batch   88/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9648, Loss: 0.0241
Epoch  42 Batch   89/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9656, Loss: 0.0205
Epoch  42 Batch   90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9659, Loss: 0.0170
Epoch  42 Batch   91/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9652, Loss: 0.0182
Epoch  42 Batch   92/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0200
Epoch  42 Batch   93/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0169
Epoch  42 Batch   94/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9553, Loss: 0.0182
Epoch  42 Batch   95/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9553, Loss: 0.0182
Epoch  42 Batch   96/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0226
Epoch  42 Batch   97/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0224
Epoch  42 Batch   98/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9574, Loss: 0.0246
Epoch  42 Batch   99/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0186
Epoch  42 Batch  100/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9553, Loss: 0.0187
Epoch  42 Batch  101/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9553, Loss: 0.0186
Epoch  42 Batch  102/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9545, Loss: 0.0118
Epoch  42 Batch  103/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0259
Epoch  42 Batch  104/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9492, Loss: 0.0229
Epoch  42 Batch  105/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0164
Epoch  42 Batch  106/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9467, Loss: 0.0217
Epoch  42 Batch  107/1077 - Train Accuracy: 0.9293, Validation Accuracy: 0.9471, Loss: 0.0229
Epoch  42 Batch  108/1077 - Train Accuracy: 0.9421, Validation Accuracy: 0.9517, Loss: 0.0304
Epoch  42 Batch  109/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0213
Epoch  42 Batch  110/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0179
Epoch  42 Batch  111/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  42 Batch  112/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0154
Epoch  42 Batch  113/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0268
Epoch  42 Batch  114/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9535, Loss: 0.0146
Epoch  42 Batch  115/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0240
Epoch  42 Batch  116/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9684, Loss: 0.0308
Epoch  42 Batch  117/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0178
Epoch  42 Batch  118/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9659, Loss: 0.0216
Epoch  42 Batch  119/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9609, Loss: 0.0124
Epoch  42 Batch  120/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0243
Epoch  42 Batch  121/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0222
Epoch  42 Batch  122/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9698, Loss: 0.0188
Epoch  42 Batch  123/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9645, Loss: 0.0170
Epoch  42 Batch  124/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0225
Epoch  42 Batch  125/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0278
Epoch  42 Batch  126/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9510, Loss: 0.0233
Epoch  42 Batch  127/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0199
Epoch  42 Batch  128/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9528, Loss: 0.0217
Epoch  42 Batch  129/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0262
Epoch  42 Batch  130/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0167
Epoch  42 Batch  131/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0252
Epoch  42 Batch  132/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  42 Batch  133/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9606, Loss: 0.0144
Epoch  42 Batch  134/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9577, Loss: 0.0195
Epoch  42 Batch  135/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9531, Loss: 0.0226
Epoch  42 Batch  136/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9535, Loss: 0.0143
Epoch  42 Batch  137/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  42 Batch  138/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9535, Loss: 0.0243
Epoch  42 Batch  139/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9588, Loss: 0.0190
Epoch  42 Batch  140/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9570, Loss: 0.0166
Epoch  42 Batch  141/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  42 Batch  142/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9652, Loss: 0.0184
Epoch  42 Batch  143/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9652, Loss: 0.0212
Epoch  42 Batch  144/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9624, Loss: 0.0272
Epoch  42 Batch  145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9577, Loss: 0.0220
Epoch  42 Batch  146/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9496, Loss: 0.0595
Epoch  42 Batch  147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9499, Loss: 0.0179
Epoch  42 Batch  148/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0243
Epoch  42 Batch  149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9538, Loss: 0.0164
Epoch  42 Batch  150/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0220
Epoch  42 Batch  151/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9489, Loss: 0.0148
Epoch  42 Batch  152/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0246
Epoch  42 Batch  153/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9556, Loss: 0.0306
Epoch  42 Batch  154/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9563, Loss: 0.0212
Epoch  42 Batch  155/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0208
Epoch  42 Batch  156/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0169
Epoch  42 Batch  157/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9556, Loss: 0.0173
Epoch  42 Batch  158/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9609, Loss: 0.0201
Epoch  42 Batch  159/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9609, Loss: 0.0211
Epoch  42 Batch  160/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0172
Epoch  42 Batch  161/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0138
Epoch  42 Batch  162/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0203
Epoch  42 Batch  163/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0291
Epoch  42 Batch  164/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0223
Epoch  42 Batch  165/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9716, Loss: 0.0304
Epoch  42 Batch  166/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  42 Batch  167/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  42 Batch  168/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9538, Loss: 0.0269
Epoch  42 Batch  169/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0199
Epoch  42 Batch  170/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9542, Loss: 0.0235
Epoch  42 Batch  171/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9538, Loss: 0.0198
Epoch  42 Batch  172/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9450, Loss: 0.0194
Epoch  42 Batch  173/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9574, Loss: 0.0238
Epoch  42 Batch  174/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0127
Epoch  42 Batch  175/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9570, Loss: 0.0292
Epoch  42 Batch  176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9656, Loss: 0.0254
Epoch  42 Batch  177/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9659, Loss: 0.0197
Epoch  42 Batch  178/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9567, Loss: 0.0196
Epoch  42 Batch  179/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  42 Batch  180/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0181
Epoch  42 Batch  181/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0335
Epoch  42 Batch  182/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0283
Epoch  42 Batch  183/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9656, Loss: 0.0243
Epoch  42 Batch  184/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9663, Loss: 0.0253
Epoch  42 Batch  185/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9663, Loss: 0.0254
Epoch  42 Batch  186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  42 Batch  187/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9560, Loss: 0.0156
Epoch  42 Batch  188/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0241
Epoch  42 Batch  189/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0235
Epoch  42 Batch  190/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0179
Epoch  42 Batch  191/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9457, Loss: 0.0187
Epoch  42 Batch  192/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9474, Loss: 0.0237
Epoch  42 Batch  193/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0225
Epoch  42 Batch  194/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9595, Loss: 0.0158
Epoch  42 Batch  195/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0184
Epoch  42 Batch  196/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0175
Epoch  42 Batch  197/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0231
Epoch  42 Batch  198/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0225
Epoch  42 Batch  199/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0161
Epoch  42 Batch  200/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9577, Loss: 0.0193
Epoch  42 Batch  201/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  42 Batch  202/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  42 Batch  203/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9616, Loss: 0.0248
Epoch  42 Batch  204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0373
Epoch  42 Batch  205/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0306
Epoch  42 Batch  206/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9524, Loss: 0.0152
Epoch  42 Batch  207/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0189
Epoch  42 Batch  208/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9556, Loss: 0.0207
Epoch  42 Batch  209/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9556, Loss: 0.0161
Epoch  42 Batch  210/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  42 Batch  211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9570, Loss: 0.0205
Epoch  42 Batch  212/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  42 Batch  213/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  42 Batch  214/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0192
Epoch  42 Batch  215/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9666, Loss: 0.0240
Epoch  42 Batch  216/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9702, Loss: 0.0184
Epoch  42 Batch  217/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9648, Loss: 0.0146
Epoch  42 Batch  218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9673, Loss: 0.0270
Epoch  42 Batch  219/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0177
Epoch  42 Batch  220/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  42 Batch  221/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9606, Loss: 0.0220
Epoch  42 Batch  222/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9648, Loss: 0.0206
Epoch  42 Batch  223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9535, Loss: 0.0214
Epoch  42 Batch  224/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0186
Epoch  42 Batch  225/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0254
Epoch  42 Batch  226/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  42 Batch  227/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  42 Batch  228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0181
Epoch  42 Batch  229/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0187
Epoch  42 Batch  230/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  42 Batch  231/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9510, Loss: 0.0263
Epoch  42 Batch  232/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9510, Loss: 0.0197
Epoch  42 Batch  233/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9460, Loss: 0.0238
Epoch  42 Batch  234/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9457, Loss: 0.0237
Epoch  42 Batch  235/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9503, Loss: 0.0236
Epoch  42 Batch  236/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9503, Loss: 0.0215
Epoch  42 Batch  237/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9411, Loss: 0.0158
Epoch  42 Batch  238/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9467, Loss: 0.0208
Epoch  42 Batch  239/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9517, Loss: 0.0138
Epoch  42 Batch  240/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0152
Epoch  42 Batch  241/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0146
Epoch  42 Batch  242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0182
Epoch  42 Batch  243/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0262
Epoch  42 Batch  244/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9556, Loss: 0.0191
Epoch  42 Batch  245/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  42 Batch  246/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9556, Loss: 0.0163
Epoch  42 Batch  247/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9602, Loss: 0.0213
Epoch  42 Batch  248/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0200
Epoch  42 Batch  249/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0195
Epoch  42 Batch  250/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9659, Loss: 0.0211
Epoch  42 Batch  251/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0259
Epoch  42 Batch  252/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0246
Epoch  42 Batch  253/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0202
Epoch  42 Batch  254/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0252
Epoch  42 Batch  255/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9616, Loss: 0.0178
Epoch  42 Batch  256/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9695, Loss: 0.0356
Epoch  42 Batch  257/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9748, Loss: 0.0219
Epoch  42 Batch  258/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9727, Loss: 0.0179
Epoch  42 Batch  259/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9695, Loss: 0.0180
Epoch  42 Batch  260/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9695, Loss: 0.0161
Epoch  42 Batch  261/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9698, Loss: 0.0216
Epoch  42 Batch  262/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9677, Loss: 0.0214
Epoch  42 Batch  263/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  42 Batch  264/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9751, Loss: 0.0199
Epoch  42 Batch  265/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9744, Loss: 0.0177
Epoch  42 Batch  266/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9656, Loss: 0.0233
Epoch  42 Batch  267/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0178
Epoch  42 Batch  268/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9595, Loss: 0.0253
Epoch  42 Batch  269/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9595, Loss: 0.0243
Epoch  42 Batch  270/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9613, Loss: 0.0274
Epoch  42 Batch  271/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9542, Loss: 0.0234
Epoch  42 Batch  272/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9471, Loss: 0.0483
Epoch  42 Batch  273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0158
Epoch  42 Batch  274/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9474, Loss: 0.0210
Epoch  42 Batch  275/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0176
Epoch  42 Batch  276/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0291
Epoch  42 Batch  277/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9510, Loss: 0.0169
Epoch  42 Batch  278/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9464, Loss: 0.0276
Epoch  42 Batch  279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9446, Loss: 0.0243
Epoch  42 Batch  280/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0213
Epoch  42 Batch  281/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9421, Loss: 0.0210
Epoch  42 Batch  282/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9467, Loss: 0.0251
Epoch  42 Batch  283/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0192
Epoch  42 Batch  284/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9467, Loss: 0.0199
Epoch  42 Batch  285/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9489, Loss: 0.0224
Epoch  42 Batch  286/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9489, Loss: 0.0179
Epoch  42 Batch  287/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9517, Loss: 0.0275
Epoch  42 Batch  288/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9542, Loss: 0.0294
Epoch  42 Batch  289/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  42 Batch  290/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0320
Epoch  42 Batch  291/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9485, Loss: 0.0325
Epoch  42 Batch  292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9482, Loss: 0.0164
Epoch  42 Batch  293/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0163
Epoch  42 Batch  294/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9464, Loss: 0.0204
Epoch  42 Batch  295/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9464, Loss: 0.0205
Epoch  42 Batch  296/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9464, Loss: 0.0155
Epoch  42 Batch  297/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9513, Loss: 0.0206
Epoch  42 Batch  298/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9492, Loss: 0.0266
Epoch  42 Batch  299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0208
Epoch  42 Batch  300/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9499, Loss: 0.0164
Epoch  42 Batch  301/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9499, Loss: 0.0164
Epoch  42 Batch  302/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9499, Loss: 0.0221
Epoch  42 Batch  303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0272
Epoch  42 Batch  304/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0193
Epoch  42 Batch  305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0196
Epoch  42 Batch  306/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0341
Epoch  42 Batch  307/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9613, Loss: 0.0197
Epoch  42 Batch  308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9613, Loss: 0.0217
Epoch  42 Batch  309/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9670, Loss: 0.0161
Epoch  42 Batch  310/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0206
Epoch  42 Batch  311/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  42 Batch  312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9624, Loss: 0.0255
Epoch  42 Batch  313/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0157
Epoch  42 Batch  314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0285
Epoch  42 Batch  315/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9595, Loss: 0.0193
Epoch  42 Batch  316/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0227
Epoch  42 Batch  317/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9560, Loss: 0.0199
Epoch  42 Batch  318/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9556, Loss: 0.0159
Epoch  42 Batch  319/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0266
Epoch  42 Batch  320/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9577, Loss: 0.0317
Epoch  42 Batch  321/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  42 Batch  322/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9577, Loss: 0.0154
Epoch  42 Batch  323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0206
Epoch  42 Batch  324/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9563, Loss: 0.0198
Epoch  42 Batch  325/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9538, Loss: 0.0211
Epoch  42 Batch  326/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  42 Batch  327/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0290
Epoch  42 Batch  328/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  42 Batch  329/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0233
Epoch  42 Batch  330/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9471, Loss: 0.0183
Epoch  42 Batch  331/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9471, Loss: 0.0202
Epoch  42 Batch  332/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0134
Epoch  42 Batch  333/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9499, Loss: 0.0179
Epoch  42 Batch  334/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9499, Loss: 0.0156
Epoch  42 Batch  335/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9521, Loss: 0.0208
Epoch  42 Batch  336/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9521, Loss: 0.0578
Epoch  42 Batch  337/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0197
Epoch  42 Batch  338/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9563, Loss: 0.0297
Epoch  42 Batch  339/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9471, Loss: 0.0147
Epoch  42 Batch  340/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9588, Loss: 0.0184
Epoch  42 Batch  341/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0278
Epoch  42 Batch  342/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  42 Batch  343/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9574, Loss: 0.0263
Epoch  42 Batch  344/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9563, Loss: 0.0226
Epoch  42 Batch  345/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  42 Batch  346/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9428, Loss: 0.0182
Epoch  42 Batch  347/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9411, Loss: 0.0146
Epoch  42 Batch  348/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9506, Loss: 0.0193
Epoch  42 Batch  349/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0173
Epoch  42 Batch  350/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9457, Loss: 0.0163
Epoch  42 Batch  351/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9411, Loss: 0.0231
Epoch  42 Batch  352/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9325, Loss: 0.0146
Epoch  42 Batch  353/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9418, Loss: 0.0223
Epoch  42 Batch  354/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0212
Epoch  42 Batch  355/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0200
Epoch  42 Batch  356/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0183
Epoch  42 Batch  357/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0248
Epoch  42 Batch  358/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9542, Loss: 0.0215
Epoch  42 Batch  359/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9549, Loss: 0.0209
Epoch  42 Batch  360/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0159
Epoch  42 Batch  361/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9435, Loss: 0.0138
Epoch  42 Batch  362/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9432, Loss: 0.0235
Epoch  42 Batch  363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9428, Loss: 0.0221
Epoch  42 Batch  364/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9435, Loss: 0.0272
Epoch  42 Batch  365/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9403, Loss: 0.0112
Epoch  42 Batch  366/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9403, Loss: 0.0146
Epoch  42 Batch  367/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9400, Loss: 0.0151
Epoch  42 Batch  368/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0193
Epoch  42 Batch  369/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9446, Loss: 0.0163
Epoch  42 Batch  370/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9450, Loss: 0.0189
Epoch  42 Batch  371/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9450, Loss: 0.0137
Epoch  42 Batch  372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9432, Loss: 0.0154
Epoch  42 Batch  373/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9432, Loss: 0.0133
Epoch  42 Batch  374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9361, Loss: 0.0266
Epoch  42 Batch  375/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9442, Loss: 0.0162
Epoch  42 Batch  376/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9414, Loss: 0.0232
Epoch  42 Batch  377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0189
Epoch  42 Batch  378/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9435, Loss: 0.0162
Epoch  42 Batch  379/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9428, Loss: 0.0300
Epoch  42 Batch  380/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9382, Loss: 0.0156
Epoch  42 Batch  381/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9375, Loss: 0.0244
Epoch  42 Batch  382/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9403, Loss: 0.0305
Epoch  42 Batch  383/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9453, Loss: 0.0207
Epoch  42 Batch  384/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9453, Loss: 0.0132
Epoch  42 Batch  385/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9453, Loss: 0.0155
Epoch  42 Batch  386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9506, Loss: 0.0169
Epoch  42 Batch  387/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9510, Loss: 0.0156
Epoch  42 Batch  388/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9464, Loss: 0.0267
Epoch  42 Batch  389/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9460, Loss: 0.0212
Epoch  42 Batch  390/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0307
Epoch  42 Batch  391/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9563, Loss: 0.0217
Epoch  42 Batch  392/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9446, Loss: 0.0280
Epoch  42 Batch  393/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0174
Epoch  42 Batch  394/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9425, Loss: 0.0179
Epoch  42 Batch  395/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9425, Loss: 0.0174
Epoch  42 Batch  396/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9425, Loss: 0.0225
Epoch  42 Batch  397/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9474, Loss: 0.0248
Epoch  42 Batch  398/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9474, Loss: 0.0202
Epoch  42 Batch  399/1077 - Train Accuracy: 0.9482, Validation Accuracy: 0.9567, Loss: 0.0214
Epoch  42 Batch  400/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0203
Epoch  42 Batch  401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  42 Batch  402/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0168
Epoch  42 Batch  403/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9521, Loss: 0.0302
Epoch  42 Batch  404/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9467, Loss: 0.0224
Epoch  42 Batch  405/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9425, Loss: 0.0232
Epoch  42 Batch  406/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9425, Loss: 0.0181
Epoch  42 Batch  407/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9425, Loss: 0.0226
Epoch  42 Batch  408/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9432, Loss: 0.0207
Epoch  42 Batch  409/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9432, Loss: 0.0247
Epoch  42 Batch  410/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9457, Loss: 0.0350
Epoch  42 Batch  411/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9457, Loss: 0.0203
Epoch  42 Batch  412/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9453, Loss: 0.0176
Epoch  42 Batch  413/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9457, Loss: 0.0163
Epoch  42 Batch  414/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9425, Loss: 0.0195
Epoch  42 Batch  415/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9474, Loss: 0.0248
Epoch  42 Batch  416/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9407, Loss: 0.0183
Epoch  42 Batch  417/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9407, Loss: 0.0294
Epoch  42 Batch  418/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9386, Loss: 0.0173
Epoch  42 Batch  419/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9432, Loss: 0.0193
Epoch  42 Batch  420/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0150
Epoch  42 Batch  421/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9446, Loss: 0.0305
Epoch  42 Batch  422/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9386, Loss: 0.0162
Epoch  42 Batch  423/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0212
Epoch  42 Batch  424/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0170
Epoch  42 Batch  425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9471, Loss: 0.0152
Epoch  42 Batch  426/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9428, Loss: 0.0229
Epoch  42 Batch  427/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9407, Loss: 0.0194
Epoch  42 Batch  428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9400, Loss: 0.0170
Epoch  42 Batch  429/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9407, Loss: 0.0182
Epoch  42 Batch  430/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9450, Loss: 0.0168
Epoch  42 Batch  431/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9450, Loss: 0.0176
Epoch  42 Batch  432/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9407, Loss: 0.0225
Epoch  42 Batch  433/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9411, Loss: 0.0217
Epoch  42 Batch  434/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9414, Loss: 0.0155
Epoch  42 Batch  435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9393, Loss: 0.0234
Epoch  42 Batch  436/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9347, Loss: 0.0223
Epoch  42 Batch  437/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9343, Loss: 0.0157
Epoch  42 Batch  438/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9343, Loss: 0.0177
Epoch  42 Batch  439/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9293, Loss: 0.0190
Epoch  42 Batch  440/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9293, Loss: 0.0222
Epoch  42 Batch  441/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9393, Loss: 0.0249
Epoch  42 Batch  442/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9467, Loss: 0.0262
Epoch  42 Batch  443/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9471, Loss: 0.0165
Epoch  42 Batch  444/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9467, Loss: 0.0191
Epoch  42 Batch  445/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9411, Loss: 0.0202
Epoch  42 Batch  446/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9357, Loss: 0.0155
Epoch  42 Batch  447/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9407, Loss: 0.0185
Epoch  42 Batch  448/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9506, Loss: 0.0237
Epoch  42 Batch  449/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9524, Loss: 0.0267
Epoch  42 Batch  450/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9460, Loss: 0.0258
Epoch  42 Batch  451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9496, Loss: 0.0176
Epoch  42 Batch  452/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0172
Epoch  42 Batch  453/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9492, Loss: 0.0228
Epoch  42 Batch  454/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9492, Loss: 0.0310
Epoch  42 Batch  455/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0199
Epoch  42 Batch  456/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0275
Epoch  42 Batch  457/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9513, Loss: 0.0173
Epoch  42 Batch  458/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9570, Loss: 0.0241
Epoch  42 Batch  459/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0222
Epoch  42 Batch  460/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0257
Epoch  42 Batch  461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  42 Batch  462/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9588, Loss: 0.0191
Epoch  42 Batch  463/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0196
Epoch  42 Batch  464/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0207
Epoch  42 Batch  465/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9631, Loss: 0.0313
Epoch  42 Batch  466/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0191
Epoch  42 Batch  467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0189
Epoch  42 Batch  468/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0165
Epoch  42 Batch  469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9492, Loss: 0.0163
Epoch  42 Batch  470/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9482, Loss: 0.0202
Epoch  42 Batch  471/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9414, Loss: 0.0154
Epoch  42 Batch  472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9460, Loss: 0.0197
Epoch  42 Batch  473/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9460, Loss: 0.0183
Epoch  42 Batch  474/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9428, Loss: 0.0179
Epoch  42 Batch  475/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9407, Loss: 0.0211
Epoch  42 Batch  476/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9403, Loss: 0.0162
Epoch  42 Batch  477/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9435, Loss: 0.0220
Epoch  42 Batch  478/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9489, Loss: 0.0213
Epoch  42 Batch  479/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9492, Loss: 0.0271
Epoch  42 Batch  480/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9439, Loss: 0.0225
Epoch  42 Batch  481/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0179
Epoch  42 Batch  482/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9485, Loss: 0.0183
Epoch  42 Batch  483/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9485, Loss: 0.0288
Epoch  42 Batch  484/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9442, Loss: 0.0190
Epoch  42 Batch  485/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9442, Loss: 0.0193
Epoch  42 Batch  486/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9446, Loss: 0.0167
Epoch  42 Batch  487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9418, Loss: 0.0157
Epoch  42 Batch  488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9418, Loss: 0.0167
Epoch  42 Batch  489/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0190
Epoch  42 Batch  490/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0224
Epoch  42 Batch  491/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9414, Loss: 0.0266
Epoch  42 Batch  492/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9418, Loss: 0.0245
Epoch  42 Batch  493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9418, Loss: 0.0130
Epoch  42 Batch  494/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9457, Loss: 0.0164
Epoch  42 Batch  495/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0215
Epoch  42 Batch  496/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0172
Epoch  42 Batch  497/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9627, Loss: 0.0199
Epoch  42 Batch  498/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0269
Epoch  42 Batch  499/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  42 Batch  500/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  42 Batch  501/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0161
Epoch  42 Batch  502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9670, Loss: 0.0229
Epoch  42 Batch  503/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0177
Epoch  42 Batch  504/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9666, Loss: 0.0172
Epoch  42 Batch  505/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9670, Loss: 0.0111
Epoch  42 Batch  506/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0247
Epoch  42 Batch  507/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9574, Loss: 0.0230
Epoch  42 Batch  508/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  42 Batch  509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9528, Loss: 0.0268
Epoch  42 Batch  510/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0164
Epoch  42 Batch  511/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9528, Loss: 0.0192
Epoch  42 Batch  512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0146
Epoch  42 Batch  513/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0234
Epoch  42 Batch  514/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9581, Loss: 0.0215
Epoch  42 Batch  515/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0212
Epoch  42 Batch  516/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9599, Loss: 0.0191
Epoch  42 Batch  517/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9599, Loss: 0.0215
Epoch  42 Batch  518/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0213
Epoch  42 Batch  519/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0259
Epoch  42 Batch  520/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9510, Loss: 0.0141
Epoch  42 Batch  521/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9446, Loss: 0.0194
Epoch  42 Batch  522/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9478, Loss: 0.0264
Epoch  42 Batch  523/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9428, Loss: 0.0213
Epoch  42 Batch  524/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0238
Epoch  42 Batch  525/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9439, Loss: 0.0221
Epoch  42 Batch  526/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9485, Loss: 0.0185
Epoch  42 Batch  527/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9482, Loss: 0.0218
Epoch  42 Batch  528/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9432, Loss: 0.0197
Epoch  42 Batch  529/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9474, Loss: 0.0200
Epoch  42 Batch  530/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9474, Loss: 0.0229
Epoch  42 Batch  531/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9474, Loss: 0.0221
Epoch  42 Batch  532/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0330
Epoch  42 Batch  533/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9450, Loss: 0.0183
Epoch  42 Batch  534/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9496, Loss: 0.0222
Epoch  42 Batch  535/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  42 Batch  536/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9542, Loss: 0.0252
Epoch  42 Batch  537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0165
Epoch  42 Batch  538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0185
Epoch  42 Batch  539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0271
Epoch  42 Batch  540/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0117
Epoch  42 Batch  541/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0168
Epoch  42 Batch  542/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0223
Epoch  42 Batch  543/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9645, Loss: 0.0167
Epoch  42 Batch  544/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0119
Epoch  42 Batch  545/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9560, Loss: 0.0184
Epoch  42 Batch  546/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0264
Epoch  42 Batch  547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  42 Batch  548/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0197
Epoch  42 Batch  549/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9517, Loss: 0.0212
Epoch  42 Batch  550/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0193
Epoch  42 Batch  551/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9457, Loss: 0.0232
Epoch  42 Batch  552/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9428, Loss: 0.0245
Epoch  42 Batch  553/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9503, Loss: 0.0281
Epoch  42 Batch  554/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0202
Epoch  42 Batch  555/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9535, Loss: 0.0182
Epoch  42 Batch  556/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9531, Loss: 0.0161
Epoch  42 Batch  557/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9485, Loss: 0.0171
Epoch  42 Batch  558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0145
Epoch  42 Batch  559/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0205
Epoch  42 Batch  560/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  42 Batch  561/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0180
Epoch  42 Batch  562/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0185
Epoch  42 Batch  563/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9510, Loss: 0.0250
Epoch  42 Batch  564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9464, Loss: 0.0261
Epoch  42 Batch  565/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9450, Loss: 0.0264
Epoch  42 Batch  566/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9442, Loss: 0.0200
Epoch  42 Batch  567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0195
Epoch  42 Batch  568/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9549, Loss: 0.0166
Epoch  42 Batch  569/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9609, Loss: 0.0227
Epoch  42 Batch  570/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9609, Loss: 0.0278
Epoch  42 Batch  571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0154
Epoch  42 Batch  572/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0200
Epoch  42 Batch  573/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9592, Loss: 0.0364
Epoch  42 Batch  574/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9592, Loss: 0.0240
Epoch  42 Batch  575/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0176
Epoch  42 Batch  576/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9560, Loss: 0.0190
Epoch  42 Batch  577/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9538, Loss: 0.0227
Epoch  42 Batch  578/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  42 Batch  579/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0201
Epoch  42 Batch  580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0182
Epoch  42 Batch  581/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0128
Epoch  42 Batch  582/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0180
Epoch  42 Batch  583/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9460, Loss: 0.0240
Epoch  42 Batch  584/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9524, Loss: 0.0236
Epoch  42 Batch  585/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9545, Loss: 0.0129
Epoch  42 Batch  586/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9545, Loss: 0.0179
Epoch  42 Batch  587/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9599, Loss: 0.0219
Epoch  42 Batch  588/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9599, Loss: 0.0196
Epoch  42 Batch  589/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  42 Batch  590/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9620, Loss: 0.0205
Epoch  42 Batch  591/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  42 Batch  592/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0174
Epoch  42 Batch  593/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9627, Loss: 0.0360
Epoch  42 Batch  594/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0253
Epoch  42 Batch  595/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9585, Loss: 0.0198
Epoch  42 Batch  596/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0195
Epoch  42 Batch  597/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0185
Epoch  42 Batch  598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9528, Loss: 0.0204
Epoch  42 Batch  599/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9631, Loss: 0.0371
Epoch  42 Batch  600/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0221
Epoch  42 Batch  601/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9627, Loss: 0.0211
Epoch  42 Batch  602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0203
Epoch  42 Batch  603/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9627, Loss: 0.0227
Epoch  42 Batch  604/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0317
Epoch  42 Batch  605/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9624, Loss: 0.0256
Epoch  42 Batch  606/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0174
Epoch  42 Batch  607/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9673, Loss: 0.0252
Epoch  42 Batch  608/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9638, Loss: 0.0279
Epoch  42 Batch  609/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9638, Loss: 0.0276
Epoch  42 Batch  610/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9638, Loss: 0.0250
Epoch  42 Batch  611/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9574, Loss: 0.0209
Epoch  42 Batch  612/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  42 Batch  613/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9595, Loss: 0.0199
Epoch  42 Batch  614/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0215
Epoch  42 Batch  615/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9595, Loss: 0.0161
Epoch  42 Batch  616/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9663, Loss: 0.0193
Epoch  42 Batch  617/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9620, Loss: 0.0187
Epoch  42 Batch  618/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  42 Batch  619/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9567, Loss: 0.0150
Epoch  42 Batch  620/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  42 Batch  621/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9560, Loss: 0.0278
Epoch  42 Batch  622/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0253
Epoch  42 Batch  623/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0259
Epoch  42 Batch  624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9620, Loss: 0.0210
Epoch  42 Batch  625/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0222
Epoch  42 Batch  626/1077 - Train Accuracy: 0.9545, Validation Accuracy: 0.9592, Loss: 0.0205
Epoch  42 Batch  627/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9553, Loss: 0.0218
Epoch  42 Batch  628/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0219
Epoch  42 Batch  629/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0280
Epoch  42 Batch  630/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0232
Epoch  42 Batch  631/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0246
Epoch  42 Batch  632/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9549, Loss: 0.0156
Epoch  42 Batch  633/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9641, Loss: 0.0179
Epoch  42 Batch  634/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0160
Epoch  42 Batch  635/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9517, Loss: 0.0275
Epoch  42 Batch  636/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0242
Epoch  42 Batch  637/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0183
Epoch  42 Batch  638/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9567, Loss: 0.0183
Epoch  42 Batch  639/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0248
Epoch  42 Batch  640/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0172
Epoch  42 Batch  641/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9670, Loss: 0.0241
Epoch  42 Batch  642/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9695, Loss: 0.0192
Epoch  42 Batch  643/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0170
Epoch  42 Batch  644/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9730, Loss: 0.0193
Epoch  42 Batch  645/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9677, Loss: 0.0287
Epoch  42 Batch  646/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9648, Loss: 0.0238
Epoch  42 Batch  647/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0243
Epoch  42 Batch  648/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0176
Epoch  42 Batch  649/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9599, Loss: 0.0188
Epoch  42 Batch  650/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9606, Loss: 0.0220
Epoch  42 Batch  651/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0184
Epoch  42 Batch  652/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9549, Loss: 0.0214
Epoch  42 Batch  653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0240
Epoch  42 Batch  654/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9528, Loss: 0.0203
Epoch  42 Batch  655/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0255
Epoch  42 Batch  656/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9545, Loss: 0.0215
Epoch  42 Batch  657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9496, Loss: 0.0231
Epoch  42 Batch  658/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9521, Loss: 0.0129
Epoch  42 Batch  659/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9521, Loss: 0.0193
Epoch  42 Batch  660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9513, Loss: 0.0159
Epoch  42 Batch  661/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  42 Batch  662/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9528, Loss: 0.0192
Epoch  42 Batch  663/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9485, Loss: 0.0167
Epoch  42 Batch  664/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0225
Epoch  42 Batch  665/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0161
Epoch  42 Batch  666/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9549, Loss: 0.0217
Epoch  42 Batch  667/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9599, Loss: 0.0242
Epoch  42 Batch  668/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0221
Epoch  42 Batch  669/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  42 Batch  670/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9542, Loss: 0.0189
Epoch  42 Batch  671/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  42 Batch  672/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  42 Batch  673/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9542, Loss: 0.0230
Epoch  42 Batch  674/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0200
Epoch  42 Batch  675/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9542, Loss: 0.0264
Epoch  42 Batch  676/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0166
Epoch  42 Batch  677/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  42 Batch  678/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9538, Loss: 0.0122
Epoch  42 Batch  679/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9450, Loss: 0.0177
Epoch  42 Batch  680/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9499, Loss: 0.0221
Epoch  42 Batch  681/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0178
Epoch  42 Batch  682/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9549, Loss: 0.0183
Epoch  42 Batch  683/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9499, Loss: 0.0168
Epoch  42 Batch  684/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9499, Loss: 0.0208
Epoch  42 Batch  685/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9478, Loss: 0.0263
Epoch  42 Batch  686/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  42 Batch  687/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0174
Epoch  42 Batch  688/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9577, Loss: 0.0157
Epoch  42 Batch  689/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9620, Loss: 0.0109
Epoch  42 Batch  690/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0194
Epoch  42 Batch  691/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  42 Batch  692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0192
Epoch  42 Batch  693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9702, Loss: 0.0327
Epoch  42 Batch  694/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9698, Loss: 0.0159
Epoch  42 Batch  695/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0223
Epoch  42 Batch  696/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0174
Epoch  42 Batch  697/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9673, Loss: 0.0215
Epoch  42 Batch  698/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9624, Loss: 0.0178
Epoch  42 Batch  699/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0190
Epoch  42 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9471, Loss: 0.0189
Epoch  42 Batch  701/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9464, Loss: 0.0191
Epoch  42 Batch  702/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9464, Loss: 0.0329
Epoch  42 Batch  703/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0210
Epoch  42 Batch  704/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9627, Loss: 0.0271
Epoch  42 Batch  705/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9631, Loss: 0.0210
Epoch  42 Batch  706/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9627, Loss: 0.0470
Epoch  42 Batch  707/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9624, Loss: 0.0252
Epoch  42 Batch  708/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9581, Loss: 0.0172
Epoch  42 Batch  709/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0230
Epoch  42 Batch  710/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  42 Batch  711/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9528, Loss: 0.0251
Epoch  42 Batch  712/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0176
Epoch  42 Batch  713/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  42 Batch  714/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0220
Epoch  42 Batch  715/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  42 Batch  716/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0154
Epoch  42 Batch  717/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9474, Loss: 0.0146
Epoch  42 Batch  718/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0212
Epoch  42 Batch  719/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0210
Epoch  42 Batch  720/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9510, Loss: 0.0257
Epoch  42 Batch  721/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0196
Epoch  42 Batch  722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9560, Loss: 0.0177
Epoch  42 Batch  723/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9528, Loss: 0.0200
Epoch  42 Batch  724/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9535, Loss: 0.0216
Epoch  42 Batch  725/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9670, Loss: 0.0150
Epoch  42 Batch  726/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9677, Loss: 0.0128
Epoch  42 Batch  727/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0196
Epoch  42 Batch  728/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9673, Loss: 0.0256
Epoch  42 Batch  729/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0229
Epoch  42 Batch  730/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9627, Loss: 0.0309
Epoch  42 Batch  731/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0191
Epoch  42 Batch  732/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9538, Loss: 0.0223
Epoch  42 Batch  733/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  42 Batch  734/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9538, Loss: 0.0155
Epoch  42 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0200
Epoch  42 Batch  736/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9567, Loss: 0.0197
Epoch  42 Batch  737/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0267
Epoch  42 Batch  738/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9574, Loss: 0.0132
Epoch  42 Batch  739/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0190
Epoch  42 Batch  740/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0137
Epoch  42 Batch  741/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0251
Epoch  42 Batch  742/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9631, Loss: 0.0187
Epoch  42 Batch  743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9627, Loss: 0.0199
Epoch  42 Batch  744/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0247
Epoch  42 Batch  745/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0219
Epoch  42 Batch  746/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  42 Batch  747/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0155
Epoch  42 Batch  748/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0163
Epoch  42 Batch  749/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  42 Batch  750/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0188
Epoch  42 Batch  751/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0197
Epoch  42 Batch  752/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9560, Loss: 0.0195
Epoch  42 Batch  753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0168
Epoch  42 Batch  754/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9592, Loss: 0.0208
Epoch  42 Batch  755/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0283
Epoch  42 Batch  756/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0185
Epoch  42 Batch  757/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9567, Loss: 0.0204
Epoch  42 Batch  758/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9574, Loss: 0.0167
Epoch  42 Batch  759/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9574, Loss: 0.0198
Epoch  42 Batch  760/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0192
Epoch  42 Batch  761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0175
Epoch  42 Batch  762/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9528, Loss: 0.0173
Epoch  42 Batch  763/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  42 Batch  764/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  42 Batch  765/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9588, Loss: 0.0250
Epoch  42 Batch  766/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9634, Loss: 0.0280
Epoch  42 Batch  767/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0219
Epoch  42 Batch  768/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0182
Epoch  42 Batch  769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9549, Loss: 0.0236
Epoch  42 Batch  770/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0175
Epoch  42 Batch  771/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0187
Epoch  42 Batch  772/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  42 Batch  773/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0174
Epoch  42 Batch  774/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  42 Batch  775/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9734, Loss: 0.0172
Epoch  42 Batch  776/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9638, Loss: 0.0222
Epoch  42 Batch  777/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  42 Batch  778/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0235
Epoch  42 Batch  779/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0176
Epoch  42 Batch  780/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9684, Loss: 0.0295
Epoch  42 Batch  781/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  42 Batch  782/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0199
Epoch  42 Batch  783/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9606, Loss: 0.0234
Epoch  42 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0131
Epoch  42 Batch  785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0168
Epoch  42 Batch  786/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9606, Loss: 0.0176
Epoch  42 Batch  787/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0179
Epoch  42 Batch  788/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  42 Batch  789/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9577, Loss: 0.0185
Epoch  42 Batch  790/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9553, Loss: 0.0287
Epoch  42 Batch  791/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0220
Epoch  42 Batch  792/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0209
Epoch  42 Batch  793/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0212
Epoch  42 Batch  794/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9482, Loss: 0.0142
Epoch  42 Batch  795/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0266
Epoch  42 Batch  796/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0208
Epoch  42 Batch  797/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9513, Loss: 0.0212
Epoch  42 Batch  798/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0189
Epoch  42 Batch  799/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9521, Loss: 0.0306
Epoch  42 Batch  800/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9521, Loss: 0.0190
Epoch  42 Batch  801/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0185
Epoch  42 Batch  802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9581, Loss: 0.0257
Epoch  42 Batch  803/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9506, Loss: 0.0178
Epoch  42 Batch  804/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9442, Loss: 0.0130
Epoch  42 Batch  805/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9499, Loss: 0.0212
Epoch  42 Batch  806/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9499, Loss: 0.0168
Epoch  42 Batch  807/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9496, Loss: 0.0157
Epoch  42 Batch  808/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9482, Loss: 0.0328
Epoch  42 Batch  809/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9482, Loss: 0.0362
Epoch  42 Batch  810/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9435, Loss: 0.0173
Epoch  42 Batch  811/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9435, Loss: 0.0209
Epoch  42 Batch  812/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9382, Loss: 0.0229
Epoch  42 Batch  813/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9428, Loss: 0.0208
Epoch  42 Batch  814/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0223
Epoch  42 Batch  815/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0245
Epoch  42 Batch  816/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9673, Loss: 0.0157
Epoch  42 Batch  817/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0182
Epoch  42 Batch  818/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9673, Loss: 0.0217
Epoch  42 Batch  819/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0231
Epoch  42 Batch  820/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0175
Epoch  42 Batch  821/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0201
Epoch  42 Batch  822/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0139
Epoch  42 Batch  823/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0218
Epoch  42 Batch  824/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0231
Epoch  42 Batch  825/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9638, Loss: 0.0113
Epoch  42 Batch  826/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0169
Epoch  42 Batch  827/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0219
Epoch  42 Batch  828/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9535, Loss: 0.0186
Epoch  42 Batch  829/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0275
Epoch  42 Batch  830/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9577, Loss: 0.0248
Epoch  42 Batch  831/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9581, Loss: 0.0229
Epoch  42 Batch  832/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0156
Epoch  42 Batch  833/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0198
Epoch  42 Batch  834/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9627, Loss: 0.0206
Epoch  42 Batch  835/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0168
Epoch  42 Batch  836/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9535, Loss: 0.0162
Epoch  42 Batch  837/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0298
Epoch  42 Batch  838/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  42 Batch  839/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0132
Epoch  42 Batch  840/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0198
Epoch  42 Batch  841/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0348
Epoch  42 Batch  842/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0166
Epoch  42 Batch  843/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  42 Batch  844/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0191
Epoch  42 Batch  845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0188
Epoch  42 Batch  846/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9599, Loss: 0.0277
Epoch  42 Batch  847/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0239
Epoch  42 Batch  848/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9517, Loss: 0.0192
Epoch  42 Batch  849/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0113
Epoch  42 Batch  850/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0308
Epoch  42 Batch  851/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9616, Loss: 0.0268
Epoch  42 Batch  852/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9613, Loss: 0.0276
Epoch  42 Batch  853/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9616, Loss: 0.0220
Epoch  42 Batch  854/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  42 Batch  855/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0245
Epoch  42 Batch  856/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  42 Batch  857/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  42 Batch  858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0147
Epoch  42 Batch  859/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0185
Epoch  42 Batch  860/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9730, Loss: 0.0223
Epoch  42 Batch  861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9624, Loss: 0.0151
Epoch  42 Batch  862/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9624, Loss: 0.0241
Epoch  42 Batch  863/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0213
Epoch  42 Batch  864/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9624, Loss: 0.0249
Epoch  42 Batch  865/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9624, Loss: 0.0208
Epoch  42 Batch  866/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0231
Epoch  42 Batch  867/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9616, Loss: 0.0542
Epoch  42 Batch  868/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0222
Epoch  42 Batch  869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  42 Batch  870/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9648, Loss: 0.0201
Epoch  42 Batch  871/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9553, Loss: 0.0198
Epoch  42 Batch  872/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0187
Epoch  42 Batch  873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  42 Batch  874/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9503, Loss: 0.0242
Epoch  42 Batch  875/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0187
Epoch  42 Batch  876/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  42 Batch  877/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0151
Epoch  42 Batch  878/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0223
Epoch  42 Batch  879/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9542, Loss: 0.0149
Epoch  42 Batch  880/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0247
Epoch  42 Batch  881/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0214
Epoch  42 Batch  882/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0211
Epoch  42 Batch  883/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9513, Loss: 0.0259
Epoch  42 Batch  884/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9506, Loss: 0.0207
Epoch  42 Batch  885/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9510, Loss: 0.0134
Epoch  42 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0211
Epoch  42 Batch  887/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9560, Loss: 0.0215
Epoch  42 Batch  888/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9560, Loss: 0.0239
Epoch  42 Batch  889/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9556, Loss: 0.0260
Epoch  42 Batch  890/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0190
Epoch  42 Batch  891/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9510, Loss: 0.0145
Epoch  42 Batch  892/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9563, Loss: 0.0181
Epoch  42 Batch  893/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0153
Epoch  42 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9521, Loss: 0.0181
Epoch  42 Batch  895/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0191
Epoch  42 Batch  896/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0185
Epoch  42 Batch  897/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9659, Loss: 0.0186
Epoch  42 Batch  898/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9613, Loss: 0.0215
Epoch  42 Batch  899/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0244
Epoch  42 Batch  900/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0225
Epoch  42 Batch  901/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9538, Loss: 0.0304
Epoch  42 Batch  902/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0264
Epoch  42 Batch  903/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9585, Loss: 0.0204
Epoch  42 Batch  904/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9585, Loss: 0.0181
Epoch  42 Batch  905/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9634, Loss: 0.0171
Epoch  42 Batch  906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  42 Batch  907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0199
Epoch  42 Batch  908/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0185
Epoch  42 Batch  909/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9677, Loss: 0.0275
Epoch  42 Batch  910/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9673, Loss: 0.0268
Epoch  42 Batch  911/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9670, Loss: 0.0258
Epoch  42 Batch  912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0191
Epoch  42 Batch  913/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0244
Epoch  42 Batch  914/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0508
Epoch  42 Batch  915/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9627, Loss: 0.0198
Epoch  42 Batch  916/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  42 Batch  917/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0211
Epoch  42 Batch  918/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0189
Epoch  42 Batch  919/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0151
Epoch  42 Batch  920/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0184
Epoch  42 Batch  921/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9684, Loss: 0.0221
Epoch  42 Batch  922/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9684, Loss: 0.0193
Epoch  42 Batch  923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9638, Loss: 0.0110
Epoch  42 Batch  924/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9680, Loss: 0.0231
Epoch  42 Batch  925/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9627, Loss: 0.0168
Epoch  42 Batch  926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0204
Epoch  42 Batch  927/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9581, Loss: 0.0266
Epoch  42 Batch  928/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0208
Epoch  42 Batch  929/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0163
Epoch  42 Batch  930/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0142
Epoch  42 Batch  931/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0210
Epoch  42 Batch  932/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9457, Loss: 0.0186
Epoch  42 Batch  933/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9457, Loss: 0.0195
Epoch  42 Batch  934/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0165
Epoch  42 Batch  935/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0175
Epoch  42 Batch  936/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  42 Batch  937/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9482, Loss: 0.0274
Epoch  42 Batch  938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  42 Batch  939/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9528, Loss: 0.0276
Epoch  42 Batch  940/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0201
Epoch  42 Batch  941/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0175
Epoch  42 Batch  942/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9570, Loss: 0.0226
Epoch  42 Batch  943/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0159
Epoch  42 Batch  944/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0172
Epoch  42 Batch  945/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  42 Batch  946/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0138
Epoch  42 Batch  947/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0239
Epoch  42 Batch  948/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0217
Epoch  42 Batch  949/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  42 Batch  950/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0163
Epoch  42 Batch  951/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0214
Epoch  42 Batch  952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  42 Batch  953/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  42 Batch  954/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0257
Epoch  42 Batch  955/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0231
Epoch  42 Batch  956/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0208
Epoch  42 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0151
Epoch  42 Batch  958/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0252
Epoch  42 Batch  959/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9588, Loss: 0.0215
Epoch  42 Batch  960/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9588, Loss: 0.0186
Epoch  42 Batch  961/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  42 Batch  962/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0228
Epoch  42 Batch  963/1077 - Train Accuracy: 0.9731, Validation Accuracy: 0.9680, Loss: 0.0298
Epoch  42 Batch  964/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9680, Loss: 0.0187
Epoch  42 Batch  965/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9638, Loss: 0.0338
Epoch  42 Batch  966/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  42 Batch  967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0247
Epoch  42 Batch  968/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9673, Loss: 0.0246
Epoch  42 Batch  969/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9673, Loss: 0.0263
Epoch  42 Batch  970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0196
Epoch  42 Batch  971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0291
Epoch  42 Batch  972/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9528, Loss: 0.0241
Epoch  42 Batch  973/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0155
Epoch  42 Batch  974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0182
Epoch  42 Batch  975/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9670, Loss: 0.0201
Epoch  42 Batch  976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  42 Batch  977/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0119
Epoch  42 Batch  978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0188
Epoch  42 Batch  979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9453, Loss: 0.0192
Epoch  42 Batch  980/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9403, Loss: 0.0197
Epoch  42 Batch  981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9407, Loss: 0.0265
Epoch  42 Batch  982/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9510, Loss: 0.0204
Epoch  42 Batch  983/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9513, Loss: 0.0197
Epoch  42 Batch  984/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0289
Epoch  42 Batch  985/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9489, Loss: 0.0174
Epoch  42 Batch  986/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0218
Epoch  42 Batch  987/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0140
Epoch  42 Batch  988/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0234
Epoch  42 Batch  989/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9503, Loss: 0.0200
Epoch  42 Batch  990/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9425, Loss: 0.0262
Epoch  42 Batch  991/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0197
Epoch  42 Batch  992/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9425, Loss: 0.0212
Epoch  42 Batch  993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9425, Loss: 0.0150
Epoch  42 Batch  994/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0163
Epoch  42 Batch  995/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9467, Loss: 0.0190
Epoch  42 Batch  996/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9464, Loss: 0.0225
Epoch  42 Batch  997/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9371, Loss: 0.0223
Epoch  42 Batch  998/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9368, Loss: 0.0171
Epoch  42 Batch  999/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9371, Loss: 0.0211
Epoch  42 Batch 1000/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9371, Loss: 0.0206
Epoch  42 Batch 1001/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9439, Loss: 0.0145
Epoch  42 Batch 1002/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0121
Epoch  42 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9393, Loss: 0.0218
Epoch  42 Batch 1004/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9435, Loss: 0.0192
Epoch  42 Batch 1005/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9439, Loss: 0.0240
Epoch  42 Batch 1006/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9442, Loss: 0.0204
Epoch  42 Batch 1007/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9442, Loss: 0.0133
Epoch  42 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0231
Epoch  42 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0117
Epoch  42 Batch 1010/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0159
Epoch  42 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9457, Loss: 0.0179
Epoch  42 Batch 1012/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9442, Loss: 0.0168
Epoch  42 Batch 1013/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9538, Loss: 0.0140
Epoch  42 Batch 1014/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0183
Epoch  42 Batch 1015/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9542, Loss: 0.0244
Epoch  42 Batch 1016/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9538, Loss: 0.0208
Epoch  42 Batch 1017/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9538, Loss: 0.0172
Epoch  42 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9492, Loss: 0.0238
Epoch  42 Batch 1019/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9489, Loss: 0.0297
Epoch  42 Batch 1020/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9503, Loss: 0.0177
Epoch  42 Batch 1021/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9503, Loss: 0.0182
Epoch  42 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0209
Epoch  42 Batch 1023/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0198
Epoch  42 Batch 1024/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9602, Loss: 0.0240
Epoch  42 Batch 1025/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9560, Loss: 0.0182
Epoch  42 Batch 1026/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9631, Loss: 0.0227
Epoch  42 Batch 1027/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  42 Batch 1028/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9673, Loss: 0.0217
Epoch  42 Batch 1029/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0189
Epoch  42 Batch 1030/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9744, Loss: 0.0185
Epoch  42 Batch 1031/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9705, Loss: 0.0274
Epoch  42 Batch 1032/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0234
Epoch  42 Batch 1033/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9627, Loss: 0.0240
Epoch  42 Batch 1034/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0194
Epoch  42 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0142
Epoch  42 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0250
Epoch  42 Batch 1037/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0221
Epoch  42 Batch 1038/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9609, Loss: 0.0299
Epoch  42 Batch 1039/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9517, Loss: 0.0205
Epoch  42 Batch 1040/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9485, Loss: 0.0218
Epoch  42 Batch 1041/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9489, Loss: 0.0282
Epoch  42 Batch 1042/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9489, Loss: 0.0211
Epoch  42 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0281
Epoch  42 Batch 1044/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9645, Loss: 0.0216
Epoch  42 Batch 1045/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9645, Loss: 0.0218
Epoch  42 Batch 1046/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  42 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0146
Epoch  42 Batch 1048/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0248
Epoch  42 Batch 1049/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0219
Epoch  42 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9595, Loss: 0.0129
Epoch  42 Batch 1051/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0238
Epoch  42 Batch 1052/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9627, Loss: 0.0140
Epoch  42 Batch 1053/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9673, Loss: 0.0214
Epoch  42 Batch 1054/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0235
Epoch  42 Batch 1055/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9673, Loss: 0.0247
Epoch  42 Batch 1056/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9670, Loss: 0.0154
Epoch  42 Batch 1057/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9677, Loss: 0.0183
Epoch  42 Batch 1058/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9677, Loss: 0.0205
Epoch  42 Batch 1059/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9627, Loss: 0.0217
Epoch  42 Batch 1060/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  42 Batch 1061/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0270
Epoch  42 Batch 1062/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9620, Loss: 0.0255
Epoch  42 Batch 1063/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9670, Loss: 0.0245
Epoch  42 Batch 1064/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9620, Loss: 0.0200
Epoch  42 Batch 1065/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9648, Loss: 0.0234
Epoch  42 Batch 1066/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9652, Loss: 0.0145
Epoch  42 Batch 1067/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0168
Epoch  42 Batch 1068/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0141
Epoch  42 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9648, Loss: 0.0145
Epoch  42 Batch 1070/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0145
Epoch  42 Batch 1071/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0226
Epoch  42 Batch 1072/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9595, Loss: 0.0226
Epoch  42 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9553, Loss: 0.0204
Epoch  42 Batch 1074/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9599, Loss: 0.0265
Epoch  42 Batch 1075/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9556, Loss: 0.0224
Epoch  43 Batch    1/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0149
Epoch  43 Batch    2/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9553, Loss: 0.0203
Epoch  43 Batch    3/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0232
Epoch  43 Batch    4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0178
Epoch  43 Batch    5/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0275
Epoch  43 Batch    6/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0140
Epoch  43 Batch    7/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0247
Epoch  43 Batch    8/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  43 Batch    9/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0208
Epoch  43 Batch   10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0191
Epoch  43 Batch   11/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9638, Loss: 0.0280
Epoch  43 Batch   12/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0165
Epoch  43 Batch   13/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0283
Epoch  43 Batch   14/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0163
Epoch  43 Batch   15/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0157
Epoch  43 Batch   16/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  43 Batch   17/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9631, Loss: 0.0166
Epoch  43 Batch   18/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0161
Epoch  43 Batch   19/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0173
Epoch  43 Batch   20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0190
Epoch  43 Batch   21/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9652, Loss: 0.0259
Epoch  43 Batch   22/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9652, Loss: 0.0177
Epoch  43 Batch   23/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0178
Epoch  43 Batch   24/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9595, Loss: 0.0241
Epoch  43 Batch   25/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  43 Batch   26/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9592, Loss: 0.0250
Epoch  43 Batch   27/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9538, Loss: 0.0144
Epoch  43 Batch   28/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0204
Epoch  43 Batch   29/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  43 Batch   30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0172
Epoch  43 Batch   31/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9620, Loss: 0.0181
Epoch  43 Batch   32/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  43 Batch   33/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9567, Loss: 0.0138
Epoch  43 Batch   34/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0243
Epoch  43 Batch   35/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0227
Epoch  43 Batch   36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9553, Loss: 0.0151
Epoch  43 Batch   37/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0243
Epoch  43 Batch   38/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9592, Loss: 0.0252
Epoch  43 Batch   39/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0273
Epoch  43 Batch   40/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0148
Epoch  43 Batch   41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9588, Loss: 0.0169
Epoch  43 Batch   42/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0253
Epoch  43 Batch   43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9620, Loss: 0.0112
Epoch  43 Batch   44/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9602, Loss: 0.0146
Epoch  43 Batch   45/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0210
Epoch  43 Batch   46/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9577, Loss: 0.0259
Epoch  43 Batch   47/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9513, Loss: 0.0226
Epoch  43 Batch   48/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0281
Epoch  43 Batch   49/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0274
Epoch  43 Batch   50/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  43 Batch   51/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0200
Epoch  43 Batch   52/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9616, Loss: 0.0260
Epoch  43 Batch   53/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9560, Loss: 0.0233
Epoch  43 Batch   54/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0367
Epoch  43 Batch   55/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0169
Epoch  43 Batch   56/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  43 Batch   57/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9471, Loss: 0.0236
Epoch  43 Batch   58/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9418, Loss: 0.0212
Epoch  43 Batch   59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9485, Loss: 0.0232
Epoch  43 Batch   60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9485, Loss: 0.0138
Epoch  43 Batch   61/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9485, Loss: 0.0226
Epoch  43 Batch   62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9336, Loss: 0.0260
Epoch  43 Batch   63/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9336, Loss: 0.0179
Epoch  43 Batch   64/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9411, Loss: 0.0176
Epoch  43 Batch   65/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0184
Epoch  43 Batch   66/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9510, Loss: 0.0108
Epoch  43 Batch   67/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  43 Batch   68/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0258
Epoch  43 Batch   69/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9641, Loss: 0.0265
Epoch  43 Batch   70/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9659, Loss: 0.0296
Epoch  43 Batch   71/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9560, Loss: 0.0158
Epoch  43 Batch   72/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0212
Epoch  43 Batch   73/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0188
Epoch  43 Batch   74/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9542, Loss: 0.0192
Epoch  43 Batch   75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9389, Loss: 0.0294
Epoch  43 Batch   76/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9347, Loss: 0.0168
Epoch  43 Batch   77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9318, Loss: 0.0197
Epoch  43 Batch   78/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9318, Loss: 0.0210
Epoch  43 Batch   79/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9371, Loss: 0.0178
Epoch  43 Batch   80/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9375, Loss: 0.0173
Epoch  43 Batch   81/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0204
Epoch  43 Batch   82/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9503, Loss: 0.0207
Epoch  43 Batch   83/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9549, Loss: 0.0162
Epoch  43 Batch   84/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0186
Epoch  43 Batch   85/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9641, Loss: 0.0191
Epoch  43 Batch   86/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0180
Epoch  43 Batch   87/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0269
Epoch  43 Batch   88/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0213
Epoch  43 Batch   89/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9652, Loss: 0.0208
Epoch  43 Batch   90/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9659, Loss: 0.0178
Epoch  43 Batch   91/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0221
Epoch  43 Batch   92/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  43 Batch   93/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9432, Loss: 0.0179
Epoch  43 Batch   94/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0196
Epoch  43 Batch   95/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9403, Loss: 0.0206
Epoch  43 Batch   96/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9432, Loss: 0.0215
Epoch  43 Batch   97/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0235
Epoch  43 Batch   98/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9496, Loss: 0.0244
Epoch  43 Batch   99/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0160
Epoch  43 Batch  100/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  43 Batch  101/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  43 Batch  102/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0141
Epoch  43 Batch  103/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9595, Loss: 0.0273
Epoch  43 Batch  104/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  43 Batch  105/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9485, Loss: 0.0170
Epoch  43 Batch  106/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0213
Epoch  43 Batch  107/1077 - Train Accuracy: 0.9226, Validation Accuracy: 0.9400, Loss: 0.0220
Epoch  43 Batch  108/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9453, Loss: 0.0305
Epoch  43 Batch  109/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0209
Epoch  43 Batch  110/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0157
Epoch  43 Batch  111/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9691, Loss: 0.0174
Epoch  43 Batch  112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0143
Epoch  43 Batch  113/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9656, Loss: 0.0253
Epoch  43 Batch  114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  43 Batch  115/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9638, Loss: 0.0244
Epoch  43 Batch  116/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9645, Loss: 0.0281
Epoch  43 Batch  117/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  43 Batch  118/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9627, Loss: 0.0183
Epoch  43 Batch  119/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0150
Epoch  43 Batch  120/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9467, Loss: 0.0209
Epoch  43 Batch  121/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  43 Batch  122/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0161
Epoch  43 Batch  123/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9574, Loss: 0.0155
Epoch  43 Batch  124/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0238
Epoch  43 Batch  125/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9570, Loss: 0.0284
Epoch  43 Batch  126/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9521, Loss: 0.0192
Epoch  43 Batch  127/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9524, Loss: 0.0199
Epoch  43 Batch  128/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9606, Loss: 0.0180
Epoch  43 Batch  129/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9606, Loss: 0.0276
Epoch  43 Batch  130/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0213
Epoch  43 Batch  131/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0169
Epoch  43 Batch  132/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9634, Loss: 0.0154
Epoch  43 Batch  133/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9496, Loss: 0.0174
Epoch  43 Batch  134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9528, Loss: 0.0172
Epoch  43 Batch  135/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0203
Epoch  43 Batch  136/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9503, Loss: 0.0146
Epoch  43 Batch  137/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9528, Loss: 0.0219
Epoch  43 Batch  138/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9553, Loss: 0.0195
Epoch  43 Batch  139/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9602, Loss: 0.0215
Epoch  43 Batch  140/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9545, Loss: 0.0188
Epoch  43 Batch  141/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9496, Loss: 0.0169
Epoch  43 Batch  142/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0218
Epoch  43 Batch  143/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0190
Epoch  43 Batch  144/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9492, Loss: 0.0282
Epoch  43 Batch  145/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9545, Loss: 0.0204
Epoch  43 Batch  146/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9609, Loss: 0.0548
Epoch  43 Batch  147/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9521, Loss: 0.0161
Epoch  43 Batch  148/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9641, Loss: 0.0232
Epoch  43 Batch  149/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0153
Epoch  43 Batch  150/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0191
Epoch  43 Batch  151/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0148
Epoch  43 Batch  152/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0245
Epoch  43 Batch  153/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0277
Epoch  43 Batch  154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9517, Loss: 0.0176
Epoch  43 Batch  155/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9538, Loss: 0.0174
Epoch  43 Batch  156/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  43 Batch  157/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0186
Epoch  43 Batch  158/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9528, Loss: 0.0194
Epoch  43 Batch  159/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0191
Epoch  43 Batch  160/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0209
Epoch  43 Batch  161/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9485, Loss: 0.0124
Epoch  43 Batch  162/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0181
Epoch  43 Batch  163/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0305
Epoch  43 Batch  164/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0199
Epoch  43 Batch  165/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0295
Epoch  43 Batch  166/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0215
Epoch  43 Batch  167/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0182
Epoch  43 Batch  168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9627, Loss: 0.0286
Epoch  43 Batch  169/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9577, Loss: 0.0204
Epoch  43 Batch  170/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9606, Loss: 0.0226
Epoch  43 Batch  171/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9556, Loss: 0.0168
Epoch  43 Batch  172/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0186
Epoch  43 Batch  173/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0214
Epoch  43 Batch  174/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0144
Epoch  43 Batch  175/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9691, Loss: 0.0284
Epoch  43 Batch  176/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9691, Loss: 0.0206
Epoch  43 Batch  177/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9727, Loss: 0.0214
Epoch  43 Batch  178/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9684, Loss: 0.0211
Epoch  43 Batch  179/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0235
Epoch  43 Batch  180/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0154
Epoch  43 Batch  181/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9684, Loss: 0.0227
Epoch  43 Batch  182/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9680, Loss: 0.0218
Epoch  43 Batch  183/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9627, Loss: 0.0218
Epoch  43 Batch  184/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0219
Epoch  43 Batch  185/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0219
Epoch  43 Batch  186/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9616, Loss: 0.0186
Epoch  43 Batch  187/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9478, Loss: 0.0147
Epoch  43 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9432, Loss: 0.0212
Epoch  43 Batch  189/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0173
Epoch  43 Batch  190/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9446, Loss: 0.0163
Epoch  43 Batch  191/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9446, Loss: 0.0151
Epoch  43 Batch  192/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0217
Epoch  43 Batch  193/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9439, Loss: 0.0161
Epoch  43 Batch  194/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9482, Loss: 0.0147
Epoch  43 Batch  195/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0205
Epoch  43 Batch  196/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0139
Epoch  43 Batch  197/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0214
Epoch  43 Batch  198/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9506, Loss: 0.0224
Epoch  43 Batch  199/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  43 Batch  200/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0187
Epoch  43 Batch  201/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9499, Loss: 0.0187
Epoch  43 Batch  202/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9499, Loss: 0.0186
Epoch  43 Batch  203/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0260
Epoch  43 Batch  204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9496, Loss: 0.0358
Epoch  43 Batch  205/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9560, Loss: 0.0268
Epoch  43 Batch  206/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0164
Epoch  43 Batch  207/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0172
Epoch  43 Batch  208/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9567, Loss: 0.0216
Epoch  43 Batch  209/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9567, Loss: 0.0170
Epoch  43 Batch  210/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9666, Loss: 0.0198
Epoch  43 Batch  211/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0159
Epoch  43 Batch  212/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0171
Epoch  43 Batch  213/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0163
Epoch  43 Batch  214/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9592, Loss: 0.0160
Epoch  43 Batch  215/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0218
Epoch  43 Batch  216/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9528, Loss: 0.0214
Epoch  43 Batch  217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0143
Epoch  43 Batch  218/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9531, Loss: 0.0211
Epoch  43 Batch  219/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0150
Epoch  43 Batch  220/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9531, Loss: 0.0202
Epoch  43 Batch  221/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9460, Loss: 0.0179
Epoch  43 Batch  222/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9453, Loss: 0.0186
Epoch  43 Batch  223/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9464, Loss: 0.0194
Epoch  43 Batch  224/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0201
Epoch  43 Batch  225/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9489, Loss: 0.0239
Epoch  43 Batch  226/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  43 Batch  227/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0246
Epoch  43 Batch  228/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0181
Epoch  43 Batch  229/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0212
Epoch  43 Batch  230/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0161
Epoch  43 Batch  231/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0222
Epoch  43 Batch  232/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0201
Epoch  43 Batch  233/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9645, Loss: 0.0238
Epoch  43 Batch  234/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9542, Loss: 0.0205
Epoch  43 Batch  235/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0254
Epoch  43 Batch  236/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0217
Epoch  43 Batch  237/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0173
Epoch  43 Batch  238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0154
Epoch  43 Batch  239/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9524, Loss: 0.0146
Epoch  43 Batch  240/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0155
Epoch  43 Batch  241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0134
Epoch  43 Batch  242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0166
Epoch  43 Batch  243/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0273
Epoch  43 Batch  244/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9453, Loss: 0.0185
Epoch  43 Batch  245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9425, Loss: 0.0181
Epoch  43 Batch  246/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9425, Loss: 0.0217
Epoch  43 Batch  247/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9471, Loss: 0.0246
Epoch  43 Batch  248/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9471, Loss: 0.0218
Epoch  43 Batch  249/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9489, Loss: 0.0152
Epoch  43 Batch  250/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9531, Loss: 0.0187
Epoch  43 Batch  251/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9624, Loss: 0.0250
Epoch  43 Batch  252/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0207
Epoch  43 Batch  253/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9673, Loss: 0.0196
Epoch  43 Batch  254/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9677, Loss: 0.0255
Epoch  43 Batch  255/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9776, Loss: 0.0187
Epoch  43 Batch  256/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9712, Loss: 0.0411
Epoch  43 Batch  257/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9670, Loss: 0.0188
Epoch  43 Batch  258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0187
Epoch  43 Batch  259/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9670, Loss: 0.0181
Epoch  43 Batch  260/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9712, Loss: 0.0150
Epoch  43 Batch  261/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9716, Loss: 0.0191
Epoch  43 Batch  262/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0174
Epoch  43 Batch  263/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9755, Loss: 0.0123
Epoch  43 Batch  264/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0191
Epoch  43 Batch  265/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0172
Epoch  43 Batch  266/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0250
Epoch  43 Batch  267/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9634, Loss: 0.0151
Epoch  43 Batch  268/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9634, Loss: 0.0299
Epoch  43 Batch  269/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9588, Loss: 0.0214
Epoch  43 Batch  270/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0294
Epoch  43 Batch  271/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9524, Loss: 0.0167
Epoch  43 Batch  272/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9474, Loss: 0.0433
Epoch  43 Batch  273/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0203
Epoch  43 Batch  274/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9528, Loss: 0.0182
Epoch  43 Batch  275/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9545, Loss: 0.0163
Epoch  43 Batch  276/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0325
Epoch  43 Batch  277/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0160
Epoch  43 Batch  278/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9545, Loss: 0.0261
Epoch  43 Batch  279/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9478, Loss: 0.0230
Epoch  43 Batch  280/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0212
Epoch  43 Batch  281/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  43 Batch  282/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9563, Loss: 0.0232
Epoch  43 Batch  283/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0196
Epoch  43 Batch  284/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0233
Epoch  43 Batch  285/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9492, Loss: 0.0203
Epoch  43 Batch  286/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0183
Epoch  43 Batch  287/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0237
Epoch  43 Batch  288/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9489, Loss: 0.0270
Epoch  43 Batch  289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0155
Epoch  43 Batch  290/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9513, Loss: 0.0337
Epoch  43 Batch  291/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9513, Loss: 0.0325
Epoch  43 Batch  292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9513, Loss: 0.0180
Epoch  43 Batch  293/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  43 Batch  294/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9521, Loss: 0.0209
Epoch  43 Batch  295/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0161
Epoch  43 Batch  296/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0180
Epoch  43 Batch  297/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9563, Loss: 0.0220
Epoch  43 Batch  298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0246
Epoch  43 Batch  299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0213
Epoch  43 Batch  300/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9485, Loss: 0.0184
Epoch  43 Batch  301/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9485, Loss: 0.0159
Epoch  43 Batch  302/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9485, Loss: 0.0184
Epoch  43 Batch  303/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  43 Batch  304/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0193
Epoch  43 Batch  305/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  43 Batch  306/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0317
Epoch  43 Batch  307/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9620, Loss: 0.0216
Epoch  43 Batch  308/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9574, Loss: 0.0220
Epoch  43 Batch  309/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0131
Epoch  43 Batch  310/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0209
Epoch  43 Batch  311/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9560, Loss: 0.0171
Epoch  43 Batch  312/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0256
Epoch  43 Batch  313/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0177
Epoch  43 Batch  314/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9482, Loss: 0.0404
Epoch  43 Batch  315/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9492, Loss: 0.0228
Epoch  43 Batch  316/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9453, Loss: 0.0284
Epoch  43 Batch  317/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9499, Loss: 0.0248
Epoch  43 Batch  318/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0260
Epoch  43 Batch  319/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9492, Loss: 0.0289
Epoch  43 Batch  320/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0385
Epoch  43 Batch  321/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  43 Batch  322/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9474, Loss: 0.0225
Epoch  43 Batch  323/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9428, Loss: 0.0247
Epoch  43 Batch  324/1077 - Train Accuracy: 0.9289, Validation Accuracy: 0.9428, Loss: 0.0254
Epoch  43 Batch  325/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9414, Loss: 0.0250
Epoch  43 Batch  326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9371, Loss: 0.0233
Epoch  43 Batch  327/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9318, Loss: 0.0318
Epoch  43 Batch  328/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0295
Epoch  43 Batch  329/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9403, Loss: 0.0262
Epoch  43 Batch  330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9393, Loss: 0.0210
Epoch  43 Batch  331/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9418, Loss: 0.0270
Epoch  43 Batch  332/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9368, Loss: 0.0174
Epoch  43 Batch  333/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9396, Loss: 0.0208
Epoch  43 Batch  334/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9400, Loss: 0.0195
Epoch  43 Batch  335/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9400, Loss: 0.0230
Epoch  43 Batch  336/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9567, Loss: 0.0620
Epoch  43 Batch  337/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0214
Epoch  43 Batch  338/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9652, Loss: 0.0309
Epoch  43 Batch  339/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0159
Epoch  43 Batch  340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9581, Loss: 0.0210
Epoch  43 Batch  341/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9581, Loss: 0.0320
Epoch  43 Batch  342/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0204
Epoch  43 Batch  343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0289
Epoch  43 Batch  344/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0287
Epoch  43 Batch  345/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0157
Epoch  43 Batch  346/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9492, Loss: 0.0227
Epoch  43 Batch  347/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9460, Loss: 0.0155
Epoch  43 Batch  348/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9293, Loss: 0.0200
Epoch  43 Batch  349/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9297, Loss: 0.0179
Epoch  43 Batch  350/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9347, Loss: 0.0273
Epoch  43 Batch  351/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9297, Loss: 0.0212
Epoch  43 Batch  352/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9347, Loss: 0.0163
Epoch  43 Batch  353/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9400, Loss: 0.0223
Epoch  43 Batch  354/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9357, Loss: 0.0238
Epoch  43 Batch  355/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9407, Loss: 0.0207
Epoch  43 Batch  356/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9474, Loss: 0.0186
Epoch  43 Batch  357/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9482, Loss: 0.0255
Epoch  43 Batch  358/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9482, Loss: 0.0242
Epoch  43 Batch  359/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9528, Loss: 0.0220
Epoch  43 Batch  360/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9428, Loss: 0.0215
Epoch  43 Batch  361/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9496, Loss: 0.0170
Epoch  43 Batch  362/1077 - Train Accuracy: 0.9423, Validation Accuracy: 0.9496, Loss: 0.0301
Epoch  43 Batch  363/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9521, Loss: 0.0259
Epoch  43 Batch  364/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9485, Loss: 0.0336
Epoch  43 Batch  365/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9485, Loss: 0.0127
Epoch  43 Batch  366/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9432, Loss: 0.0137
Epoch  43 Batch  367/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0129
Epoch  43 Batch  368/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9389, Loss: 0.0205
Epoch  43 Batch  369/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9389, Loss: 0.0221
Epoch  43 Batch  370/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9389, Loss: 0.0200
Epoch  43 Batch  371/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9450, Loss: 0.0155
Epoch  43 Batch  372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9478, Loss: 0.0163
Epoch  43 Batch  373/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9499, Loss: 0.0165
Epoch  43 Batch  374/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9450, Loss: 0.0267
Epoch  43 Batch  375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9496, Loss: 0.0182
Epoch  43 Batch  376/1077 - Train Accuracy: 0.9400, Validation Accuracy: 0.9496, Loss: 0.0235
Epoch  43 Batch  377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9407, Loss: 0.0173
Epoch  43 Batch  378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0151
Epoch  43 Batch  379/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0270
Epoch  43 Batch  380/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0143
Epoch  43 Batch  381/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0209
Epoch  43 Batch  382/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9439, Loss: 0.0253
Epoch  43 Batch  383/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0197
Epoch  43 Batch  384/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9492, Loss: 0.0151
Epoch  43 Batch  385/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9467, Loss: 0.0198
Epoch  43 Batch  386/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9513, Loss: 0.0192
Epoch  43 Batch  387/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0204
Epoch  43 Batch  388/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9467, Loss: 0.0306
Epoch  43 Batch  389/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0221
Epoch  43 Batch  390/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0321
Epoch  43 Batch  391/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9524, Loss: 0.0180
Epoch  43 Batch  392/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9574, Loss: 0.0300
Epoch  43 Batch  393/1077 - Train Accuracy: 0.9420, Validation Accuracy: 0.9506, Loss: 0.0175
Epoch  43 Batch  394/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9506, Loss: 0.0211
Epoch  43 Batch  395/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9457, Loss: 0.0195
Epoch  43 Batch  396/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9450, Loss: 0.0227
Epoch  43 Batch  397/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  43 Batch  398/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9492, Loss: 0.0210
Epoch  43 Batch  399/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9492, Loss: 0.0221
Epoch  43 Batch  400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9538, Loss: 0.0237
Epoch  43 Batch  401/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0164
Epoch  43 Batch  402/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9439, Loss: 0.0198
Epoch  43 Batch  403/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9450, Loss: 0.0329
Epoch  43 Batch  404/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0221
Epoch  43 Batch  405/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9496, Loss: 0.0250
Epoch  43 Batch  406/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9471, Loss: 0.0191
Epoch  43 Batch  407/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9471, Loss: 0.0237
Epoch  43 Batch  408/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9474, Loss: 0.0218
Epoch  43 Batch  409/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9503, Loss: 0.0227
Epoch  43 Batch  410/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9503, Loss: 0.0354
Epoch  43 Batch  411/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0219
Epoch  43 Batch  412/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9506, Loss: 0.0186
Epoch  43 Batch  413/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9506, Loss: 0.0164
Epoch  43 Batch  414/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9503, Loss: 0.0196
Epoch  43 Batch  415/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9467, Loss: 0.0250
Epoch  43 Batch  416/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0166
Epoch  43 Batch  417/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9425, Loss: 0.0308
Epoch  43 Batch  418/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9545, Loss: 0.0203
Epoch  43 Batch  419/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9407, Loss: 0.0165
Epoch  43 Batch  420/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9407, Loss: 0.0133
Epoch  43 Batch  421/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9403, Loss: 0.0281
Epoch  43 Batch  422/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9403, Loss: 0.0179
Epoch  43 Batch  423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9460, Loss: 0.0256
Epoch  43 Batch  424/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0177
Epoch  43 Batch  425/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  43 Batch  426/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0226
Epoch  43 Batch  427/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9442, Loss: 0.0188
Epoch  43 Batch  428/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9442, Loss: 0.0169
Epoch  43 Batch  429/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9442, Loss: 0.0154
Epoch  43 Batch  430/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0196
Epoch  43 Batch  431/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0178
Epoch  43 Batch  432/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9428, Loss: 0.0176
Epoch  43 Batch  433/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9432, Loss: 0.0208
Epoch  43 Batch  434/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9450, Loss: 0.0164
Epoch  43 Batch  435/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9450, Loss: 0.0246
Epoch  43 Batch  436/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9478, Loss: 0.0190
Epoch  43 Batch  437/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9332, Loss: 0.0179
Epoch  43 Batch  438/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9329, Loss: 0.0160
Epoch  43 Batch  439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9379, Loss: 0.0198
Epoch  43 Batch  440/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9379, Loss: 0.0219
Epoch  43 Batch  441/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9379, Loss: 0.0198
Epoch  43 Batch  442/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9382, Loss: 0.0240
Epoch  43 Batch  443/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9382, Loss: 0.0185
Epoch  43 Batch  444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9432, Loss: 0.0227
Epoch  43 Batch  445/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9432, Loss: 0.0187
Epoch  43 Batch  446/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9382, Loss: 0.0157
Epoch  43 Batch  447/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9308, Loss: 0.0156
Epoch  43 Batch  448/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9386, Loss: 0.0235
Epoch  43 Batch  449/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9435, Loss: 0.0302
Epoch  43 Batch  450/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9389, Loss: 0.0226
Epoch  43 Batch  451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9389, Loss: 0.0168
Epoch  43 Batch  452/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9386, Loss: 0.0159
Epoch  43 Batch  453/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9371, Loss: 0.0206
Epoch  43 Batch  454/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9389, Loss: 0.0337
Epoch  43 Batch  455/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9393, Loss: 0.0233
Epoch  43 Batch  456/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9442, Loss: 0.0243
Epoch  43 Batch  457/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9446, Loss: 0.0169
Epoch  43 Batch  458/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9446, Loss: 0.0238
Epoch  43 Batch  459/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0212
Epoch  43 Batch  460/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  43 Batch  461/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9496, Loss: 0.0198
Epoch  43 Batch  462/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0212
Epoch  43 Batch  463/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0218
Epoch  43 Batch  464/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9460, Loss: 0.0203
Epoch  43 Batch  465/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9460, Loss: 0.0276
Epoch  43 Batch  466/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9460, Loss: 0.0164
Epoch  43 Batch  467/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9460, Loss: 0.0207
Epoch  43 Batch  468/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9506, Loss: 0.0177
Epoch  43 Batch  469/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9464, Loss: 0.0130
Epoch  43 Batch  470/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9496, Loss: 0.0237
Epoch  43 Batch  471/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9496, Loss: 0.0139
Epoch  43 Batch  472/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9439, Loss: 0.0180
Epoch  43 Batch  473/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9442, Loss: 0.0200
Epoch  43 Batch  474/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9393, Loss: 0.0191
Epoch  43 Batch  475/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9393, Loss: 0.0169
Epoch  43 Batch  476/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9389, Loss: 0.0150
Epoch  43 Batch  477/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9428, Loss: 0.0235
Epoch  43 Batch  478/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9428, Loss: 0.0206
Epoch  43 Batch  479/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9478, Loss: 0.0227
Epoch  43 Batch  480/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  43 Batch  481/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0160
Epoch  43 Batch  482/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9482, Loss: 0.0204
Epoch  43 Batch  483/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9482, Loss: 0.0258
Epoch  43 Batch  484/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9553, Loss: 0.0231
Epoch  43 Batch  485/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9450, Loss: 0.0174
Epoch  43 Batch  486/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9453, Loss: 0.0165
Epoch  43 Batch  487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9453, Loss: 0.0155
Epoch  43 Batch  488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9411, Loss: 0.0199
Epoch  43 Batch  489/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0220
Epoch  43 Batch  490/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9361, Loss: 0.0208
Epoch  43 Batch  491/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9336, Loss: 0.0281
Epoch  43 Batch  492/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9379, Loss: 0.0246
Epoch  43 Batch  493/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9379, Loss: 0.0167
Epoch  43 Batch  494/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9432, Loss: 0.0162
Epoch  43 Batch  495/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9432, Loss: 0.0191
Epoch  43 Batch  496/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9386, Loss: 0.0223
Epoch  43 Batch  497/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9435, Loss: 0.0222
Epoch  43 Batch  498/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9492, Loss: 0.0267
Epoch  43 Batch  499/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9535, Loss: 0.0195
Epoch  43 Batch  500/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9599, Loss: 0.0162
Epoch  43 Batch  501/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  43 Batch  502/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9595, Loss: 0.0238
Epoch  43 Batch  503/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0151
Epoch  43 Batch  504/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  43 Batch  505/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9599, Loss: 0.0131
Epoch  43 Batch  506/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9648, Loss: 0.0299
Epoch  43 Batch  507/1077 - Train Accuracy: 0.9270, Validation Accuracy: 0.9599, Loss: 0.0223
Epoch  43 Batch  508/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9599, Loss: 0.0135
Epoch  43 Batch  509/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9545, Loss: 0.0243
Epoch  43 Batch  510/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  43 Batch  511/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9467, Loss: 0.0213
Epoch  43 Batch  512/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  43 Batch  513/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9574, Loss: 0.0223
Epoch  43 Batch  514/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  43 Batch  515/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0198
Epoch  43 Batch  516/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9602, Loss: 0.0191
Epoch  43 Batch  517/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9549, Loss: 0.0259
Epoch  43 Batch  518/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0201
Epoch  43 Batch  519/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9577, Loss: 0.0225
Epoch  43 Batch  520/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0148
Epoch  43 Batch  521/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9553, Loss: 0.0242
Epoch  43 Batch  522/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9506, Loss: 0.0270
Epoch  43 Batch  523/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9453, Loss: 0.0217
Epoch  43 Batch  524/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9407, Loss: 0.0221
Epoch  43 Batch  525/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9315, Loss: 0.0204
Epoch  43 Batch  526/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9315, Loss: 0.0175
Epoch  43 Batch  527/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  43 Batch  528/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9467, Loss: 0.0216
Epoch  43 Batch  529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9545, Loss: 0.0212
Epoch  43 Batch  530/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0196
Epoch  43 Batch  531/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9524, Loss: 0.0200
Epoch  43 Batch  532/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9524, Loss: 0.0318
Epoch  43 Batch  533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9474, Loss: 0.0178
Epoch  43 Batch  534/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  43 Batch  535/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9474, Loss: 0.0193
Epoch  43 Batch  536/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9556, Loss: 0.0223
Epoch  43 Batch  537/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0177
Epoch  43 Batch  538/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0185
Epoch  43 Batch  539/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9680, Loss: 0.0246
Epoch  43 Batch  540/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0140
Epoch  43 Batch  541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0172
Epoch  43 Batch  542/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9574, Loss: 0.0217
Epoch  43 Batch  543/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9620, Loss: 0.0156
Epoch  43 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9613, Loss: 0.0117
Epoch  43 Batch  545/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0176
Epoch  43 Batch  546/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9453, Loss: 0.0244
Epoch  43 Batch  547/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9428, Loss: 0.0200
Epoch  43 Batch  548/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9428, Loss: 0.0236
Epoch  43 Batch  549/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0240
Epoch  43 Batch  550/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9528, Loss: 0.0202
Epoch  43 Batch  551/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9478, Loss: 0.0263
Epoch  43 Batch  552/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9393, Loss: 0.0233
Epoch  43 Batch  553/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9389, Loss: 0.0298
Epoch  43 Batch  554/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9460, Loss: 0.0177
Epoch  43 Batch  555/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9428, Loss: 0.0195
Epoch  43 Batch  556/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9403, Loss: 0.0149
Epoch  43 Batch  557/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0194
Epoch  43 Batch  558/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9403, Loss: 0.0180
Epoch  43 Batch  559/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9478, Loss: 0.0201
Epoch  43 Batch  560/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9474, Loss: 0.0215
Epoch  43 Batch  561/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9482, Loss: 0.0179
Epoch  43 Batch  562/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9478, Loss: 0.0191
Epoch  43 Batch  563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0218
Epoch  43 Batch  564/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9446, Loss: 0.0256
Epoch  43 Batch  565/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9471, Loss: 0.0320
Epoch  43 Batch  566/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0224
Epoch  43 Batch  567/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9474, Loss: 0.0246
Epoch  43 Batch  568/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9482, Loss: 0.0195
Epoch  43 Batch  569/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0215
Epoch  43 Batch  570/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9535, Loss: 0.0257
Epoch  43 Batch  571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  43 Batch  572/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0212
Epoch  43 Batch  573/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9645, Loss: 0.0338
Epoch  43 Batch  574/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9606, Loss: 0.0223
Epoch  43 Batch  575/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9606, Loss: 0.0167
Epoch  43 Batch  576/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9645, Loss: 0.0185
Epoch  43 Batch  577/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9595, Loss: 0.0221
Epoch  43 Batch  578/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0204
Epoch  43 Batch  579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9595, Loss: 0.0215
Epoch  43 Batch  580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0181
Epoch  43 Batch  581/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0151
Epoch  43 Batch  582/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9450, Loss: 0.0173
Epoch  43 Batch  583/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9450, Loss: 0.0234
Epoch  43 Batch  584/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9510, Loss: 0.0224
Epoch  43 Batch  585/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0133
Epoch  43 Batch  586/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9510, Loss: 0.0159
Epoch  43 Batch  587/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9418, Loss: 0.0222
Epoch  43 Batch  588/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9492, Loss: 0.0185
Epoch  43 Batch  589/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0209
Epoch  43 Batch  590/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9425, Loss: 0.0202
Epoch  43 Batch  591/1077 - Train Accuracy: 0.9709, Validation Accuracy: 0.9467, Loss: 0.0202
Epoch  43 Batch  592/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9496, Loss: 0.0180
Epoch  43 Batch  593/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9545, Loss: 0.0367
Epoch  43 Batch  594/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0258
Epoch  43 Batch  595/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9513, Loss: 0.0190
Epoch  43 Batch  596/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0205
Epoch  43 Batch  597/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  43 Batch  598/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9581, Loss: 0.0194
Epoch  43 Batch  599/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9585, Loss: 0.0344
Epoch  43 Batch  600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0211
Epoch  43 Batch  601/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0186
Epoch  43 Batch  602/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0217
Epoch  43 Batch  603/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0213
Epoch  43 Batch  604/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9556, Loss: 0.0298
Epoch  43 Batch  605/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9606, Loss: 0.0238
Epoch  43 Batch  606/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9606, Loss: 0.0190
Epoch  43 Batch  607/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9585, Loss: 0.0259
Epoch  43 Batch  608/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0250
Epoch  43 Batch  609/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9599, Loss: 0.0292
Epoch  43 Batch  610/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9531, Loss: 0.0239
Epoch  43 Batch  611/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9595, Loss: 0.0201
Epoch  43 Batch  612/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0167
Epoch  43 Batch  613/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0220
Epoch  43 Batch  614/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9521, Loss: 0.0228
Epoch  43 Batch  615/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0156
Epoch  43 Batch  616/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0200
Epoch  43 Batch  617/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9524, Loss: 0.0169
Epoch  43 Batch  618/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0221
Epoch  43 Batch  619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  43 Batch  620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0177
Epoch  43 Batch  621/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0270
Epoch  43 Batch  622/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9531, Loss: 0.0251
Epoch  43 Batch  623/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9510, Loss: 0.0257
Epoch  43 Batch  624/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9506, Loss: 0.0211
Epoch  43 Batch  625/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9506, Loss: 0.0195
Epoch  43 Batch  626/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9524, Loss: 0.0233
Epoch  43 Batch  627/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0173
Epoch  43 Batch  628/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0261
Epoch  43 Batch  629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9588, Loss: 0.0220
Epoch  43 Batch  630/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0172
Epoch  43 Batch  631/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0219
Epoch  43 Batch  632/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0173
Epoch  43 Batch  633/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0188
Epoch  43 Batch  634/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  43 Batch  635/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9574, Loss: 0.0221
Epoch  43 Batch  636/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0188
Epoch  43 Batch  637/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9595, Loss: 0.0184
Epoch  43 Batch  638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9620, Loss: 0.0177
Epoch  43 Batch  639/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0262
Epoch  43 Batch  640/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0155
Epoch  43 Batch  641/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9648, Loss: 0.0155
Epoch  43 Batch  642/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9648, Loss: 0.0155
Epoch  43 Batch  643/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9698, Loss: 0.0184
Epoch  43 Batch  644/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0156
Epoch  43 Batch  645/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9691, Loss: 0.0206
Epoch  43 Batch  646/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0176
Epoch  43 Batch  647/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9698, Loss: 0.0228
Epoch  43 Batch  648/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9691, Loss: 0.0154
Epoch  43 Batch  649/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0187
Epoch  43 Batch  650/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0191
Epoch  43 Batch  651/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9684, Loss: 0.0159
Epoch  43 Batch  652/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0210
Epoch  43 Batch  653/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9528, Loss: 0.0232
Epoch  43 Batch  654/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0213
Epoch  43 Batch  655/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0262
Epoch  43 Batch  656/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0210
Epoch  43 Batch  657/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9499, Loss: 0.0208
Epoch  43 Batch  658/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9499, Loss: 0.0135
Epoch  43 Batch  659/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9499, Loss: 0.0170
Epoch  43 Batch  660/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9496, Loss: 0.0152
Epoch  43 Batch  661/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9499, Loss: 0.0194
Epoch  43 Batch  662/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0174
Epoch  43 Batch  663/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0148
Epoch  43 Batch  664/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  43 Batch  665/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9421, Loss: 0.0125
Epoch  43 Batch  666/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9379, Loss: 0.0226
Epoch  43 Batch  667/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9428, Loss: 0.0251
Epoch  43 Batch  668/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0178
Epoch  43 Batch  669/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0150
Epoch  43 Batch  670/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0155
Epoch  43 Batch  671/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9521, Loss: 0.0237
Epoch  43 Batch  672/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0183
Epoch  43 Batch  673/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9517, Loss: 0.0222
Epoch  43 Batch  674/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9474, Loss: 0.0190
Epoch  43 Batch  675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9474, Loss: 0.0219
Epoch  43 Batch  676/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9471, Loss: 0.0190
Epoch  43 Batch  677/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9425, Loss: 0.0193
Epoch  43 Batch  678/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9375, Loss: 0.0145
Epoch  43 Batch  679/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9354, Loss: 0.0144
Epoch  43 Batch  680/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9403, Loss: 0.0222
Epoch  43 Batch  681/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9403, Loss: 0.0196
Epoch  43 Batch  682/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9400, Loss: 0.0163
Epoch  43 Batch  683/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9457, Loss: 0.0163
Epoch  43 Batch  684/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9474, Loss: 0.0222
Epoch  43 Batch  685/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9521, Loss: 0.0255
Epoch  43 Batch  686/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0148
Epoch  43 Batch  687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0179
Epoch  43 Batch  688/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9542, Loss: 0.0149
Epoch  43 Batch  689/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0113
Epoch  43 Batch  690/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9641, Loss: 0.0236
Epoch  43 Batch  691/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9641, Loss: 0.0209
Epoch  43 Batch  692/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9641, Loss: 0.0207
Epoch  43 Batch  693/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9613, Loss: 0.0354
Epoch  43 Batch  694/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9616, Loss: 0.0196
Epoch  43 Batch  695/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9734, Loss: 0.0244
Epoch  43 Batch  696/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0164
Epoch  43 Batch  697/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9631, Loss: 0.0203
Epoch  43 Batch  698/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0162
Epoch  43 Batch  699/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9577, Loss: 0.0147
Epoch  43 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  43 Batch  701/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0200
Epoch  43 Batch  702/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9577, Loss: 0.0308
Epoch  43 Batch  703/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0192
Epoch  43 Batch  704/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0266
Epoch  43 Batch  705/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0230
Epoch  43 Batch  706/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9670, Loss: 0.0359
Epoch  43 Batch  707/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9673, Loss: 0.0287
Epoch  43 Batch  708/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9538, Loss: 0.0190
Epoch  43 Batch  709/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0250
Epoch  43 Batch  710/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0125
Epoch  43 Batch  711/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0250
Epoch  43 Batch  712/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0183
Epoch  43 Batch  713/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9478, Loss: 0.0196
Epoch  43 Batch  714/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9528, Loss: 0.0225
Epoch  43 Batch  715/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0201
Epoch  43 Batch  716/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9485, Loss: 0.0167
Epoch  43 Batch  717/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9535, Loss: 0.0125
Epoch  43 Batch  718/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9581, Loss: 0.0222
Epoch  43 Batch  719/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9517, Loss: 0.0249
Epoch  43 Batch  720/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9627, Loss: 0.0211
Epoch  43 Batch  721/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0184
Epoch  43 Batch  722/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9588, Loss: 0.0163
Epoch  43 Batch  723/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0184
Epoch  43 Batch  724/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9542, Loss: 0.0234
Epoch  43 Batch  725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0173
Epoch  43 Batch  726/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0190
Epoch  43 Batch  727/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9474, Loss: 0.0175
Epoch  43 Batch  728/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9478, Loss: 0.0259
Epoch  43 Batch  729/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9474, Loss: 0.0253
Epoch  43 Batch  730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9478, Loss: 0.0297
Epoch  43 Batch  731/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9432, Loss: 0.0209
Epoch  43 Batch  732/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9482, Loss: 0.0215
Epoch  43 Batch  733/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  43 Batch  734/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9460, Loss: 0.0186
Epoch  43 Batch  735/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9489, Loss: 0.0157
Epoch  43 Batch  736/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9489, Loss: 0.0176
Epoch  43 Batch  737/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0196
Epoch  43 Batch  738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9542, Loss: 0.0133
Epoch  43 Batch  739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9496, Loss: 0.0171
Epoch  43 Batch  740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9499, Loss: 0.0160
Epoch  43 Batch  741/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9496, Loss: 0.0263
Epoch  43 Batch  742/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0222
Epoch  43 Batch  743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9492, Loss: 0.0183
Epoch  43 Batch  744/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  43 Batch  745/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0217
Epoch  43 Batch  746/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0180
Epoch  43 Batch  747/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9652, Loss: 0.0164
Epoch  43 Batch  748/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0169
Epoch  43 Batch  749/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9577, Loss: 0.0146
Epoch  43 Batch  750/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0187
Epoch  43 Batch  751/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0199
Epoch  43 Batch  752/1077 - Train Accuracy: 0.9338, Validation Accuracy: 0.9567, Loss: 0.0217
Epoch  43 Batch  753/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0143
Epoch  43 Batch  754/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0221
Epoch  43 Batch  755/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0251
Epoch  43 Batch  756/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  43 Batch  757/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9592, Loss: 0.0247
Epoch  43 Batch  758/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9592, Loss: 0.0170
Epoch  43 Batch  759/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9513, Loss: 0.0206
Epoch  43 Batch  760/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0217
Epoch  43 Batch  761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0205
Epoch  43 Batch  762/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0189
Epoch  43 Batch  763/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9602, Loss: 0.0236
Epoch  43 Batch  764/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9549, Loss: 0.0201
Epoch  43 Batch  765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9560, Loss: 0.0298
Epoch  43 Batch  766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0285
Epoch  43 Batch  767/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0226
Epoch  43 Batch  768/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9656, Loss: 0.0187
Epoch  43 Batch  769/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0212
Epoch  43 Batch  770/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0165
Epoch  43 Batch  771/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  43 Batch  772/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0184
Epoch  43 Batch  773/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0177
Epoch  43 Batch  774/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0194
Epoch  43 Batch  775/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  43 Batch  776/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9652, Loss: 0.0210
Epoch  43 Batch  777/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9677, Loss: 0.0156
Epoch  43 Batch  778/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9659, Loss: 0.0192
Epoch  43 Batch  779/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0163
Epoch  43 Batch  780/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9609, Loss: 0.0263
Epoch  43 Batch  781/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0208
Epoch  43 Batch  782/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9705, Loss: 0.0186
Epoch  43 Batch  783/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9677, Loss: 0.0207
Epoch  43 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0162
Epoch  43 Batch  785/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9631, Loss: 0.0147
Epoch  43 Batch  786/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  43 Batch  787/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9577, Loss: 0.0179
Epoch  43 Batch  788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0188
Epoch  43 Batch  789/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9663, Loss: 0.0211
Epoch  43 Batch  790/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9663, Loss: 0.0249
Epoch  43 Batch  791/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0214
Epoch  43 Batch  792/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0192
Epoch  43 Batch  793/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9531, Loss: 0.0210
Epoch  43 Batch  794/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9535, Loss: 0.0184
Epoch  43 Batch  795/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9538, Loss: 0.0241
Epoch  43 Batch  796/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0212
Epoch  43 Batch  797/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0197
Epoch  43 Batch  798/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0146
Epoch  43 Batch  799/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9545, Loss: 0.0312
Epoch  43 Batch  800/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0154
Epoch  43 Batch  801/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9588, Loss: 0.0181
Epoch  43 Batch  802/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9680, Loss: 0.0275
Epoch  43 Batch  803/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  43 Batch  804/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9624, Loss: 0.0128
Epoch  43 Batch  805/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0196
Epoch  43 Batch  806/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9553, Loss: 0.0155
Epoch  43 Batch  807/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9489, Loss: 0.0153
Epoch  43 Batch  808/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9489, Loss: 0.0334
Epoch  43 Batch  809/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9489, Loss: 0.0369
Epoch  43 Batch  810/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0155
Epoch  43 Batch  811/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0201
Epoch  43 Batch  812/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9478, Loss: 0.0193
Epoch  43 Batch  813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9464, Loss: 0.0170
Epoch  43 Batch  814/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9510, Loss: 0.0200
Epoch  43 Batch  815/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9446, Loss: 0.0228
Epoch  43 Batch  816/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9499, Loss: 0.0152
Epoch  43 Batch  817/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9489, Loss: 0.0201
Epoch  43 Batch  818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9553, Loss: 0.0225
Epoch  43 Batch  819/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0200
Epoch  43 Batch  820/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0196
Epoch  43 Batch  821/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0210
Epoch  43 Batch  822/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  43 Batch  823/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9620, Loss: 0.0237
Epoch  43 Batch  824/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9631, Loss: 0.0241
Epoch  43 Batch  825/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9673, Loss: 0.0113
Epoch  43 Batch  826/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  43 Batch  827/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9634, Loss: 0.0244
Epoch  43 Batch  828/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0174
Epoch  43 Batch  829/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9656, Loss: 0.0255
Epoch  43 Batch  830/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9705, Loss: 0.0221
Epoch  43 Batch  831/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9656, Loss: 0.0209
Epoch  43 Batch  832/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0141
Epoch  43 Batch  833/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0257
Epoch  43 Batch  834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9620, Loss: 0.0215
Epoch  43 Batch  835/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9620, Loss: 0.0182
Epoch  43 Batch  836/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0201
Epoch  43 Batch  837/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0216
Epoch  43 Batch  838/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0211
Epoch  43 Batch  839/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0151
Epoch  43 Batch  840/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9556, Loss: 0.0221
Epoch  43 Batch  841/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0316
Epoch  43 Batch  842/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0160
Epoch  43 Batch  843/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0158
Epoch  43 Batch  844/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9574, Loss: 0.0172
Epoch  43 Batch  845/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0177
Epoch  43 Batch  846/1077 - Train Accuracy: 0.9332, Validation Accuracy: 0.9616, Loss: 0.0291
Epoch  43 Batch  847/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0205
Epoch  43 Batch  848/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0223
Epoch  43 Batch  849/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9631, Loss: 0.0135
Epoch  43 Batch  850/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0286
Epoch  43 Batch  851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0252
Epoch  43 Batch  852/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9677, Loss: 0.0255
Epoch  43 Batch  853/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  43 Batch  854/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9670, Loss: 0.0206
Epoch  43 Batch  855/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9709, Loss: 0.0222
Epoch  43 Batch  856/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9659, Loss: 0.0238
Epoch  43 Batch  857/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0186
Epoch  43 Batch  858/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9602, Loss: 0.0115
Epoch  43 Batch  859/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0200
Epoch  43 Batch  860/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9524, Loss: 0.0205
Epoch  43 Batch  861/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9528, Loss: 0.0237
Epoch  43 Batch  862/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0228
Epoch  43 Batch  863/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  43 Batch  864/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9528, Loss: 0.0199
Epoch  43 Batch  865/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9364, Loss: 0.0202
Epoch  43 Batch  866/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9418, Loss: 0.0266
Epoch  43 Batch  867/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9513, Loss: 0.0581
Epoch  43 Batch  868/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0268
Epoch  43 Batch  869/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9684, Loss: 0.0202
Epoch  43 Batch  870/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9680, Loss: 0.0207
Epoch  43 Batch  871/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0191
Epoch  43 Batch  872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9716, Loss: 0.0214
Epoch  43 Batch  873/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9670, Loss: 0.0207
Epoch  43 Batch  874/1077 - Train Accuracy: 0.9297, Validation Accuracy: 0.9695, Loss: 0.0251
Epoch  43 Batch  875/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  43 Batch  876/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9716, Loss: 0.0191
Epoch  43 Batch  877/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  43 Batch  878/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9549, Loss: 0.0155
Epoch  43 Batch  879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9457, Loss: 0.0153
Epoch  43 Batch  880/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9457, Loss: 0.0225
Epoch  43 Batch  881/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9457, Loss: 0.0182
Epoch  43 Batch  882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9478, Loss: 0.0193
Epoch  43 Batch  883/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0277
Epoch  43 Batch  884/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9570, Loss: 0.0213
Epoch  43 Batch  885/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0131
Epoch  43 Batch  886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0183
Epoch  43 Batch  887/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9510, Loss: 0.0267
Epoch  43 Batch  888/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9556, Loss: 0.0236
Epoch  43 Batch  889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9556, Loss: 0.0185
Epoch  43 Batch  890/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0202
Epoch  43 Batch  891/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9538, Loss: 0.0167
Epoch  43 Batch  892/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0179
Epoch  43 Batch  893/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0184
Epoch  43 Batch  894/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9513, Loss: 0.0163
Epoch  43 Batch  895/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0206
Epoch  43 Batch  896/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0158
Epoch  43 Batch  897/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0172
Epoch  43 Batch  898/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9588, Loss: 0.0235
Epoch  43 Batch  899/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0223
Epoch  43 Batch  900/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0211
Epoch  43 Batch  901/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0303
Epoch  43 Batch  902/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0253
Epoch  43 Batch  903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0196
Epoch  43 Batch  904/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0195
Epoch  43 Batch  905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  43 Batch  906/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0175
Epoch  43 Batch  907/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9638, Loss: 0.0210
Epoch  43 Batch  908/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0180
Epoch  43 Batch  909/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9634, Loss: 0.0250
Epoch  43 Batch  910/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9631, Loss: 0.0226
Epoch  43 Batch  911/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9631, Loss: 0.0243
Epoch  43 Batch  912/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0201
Epoch  43 Batch  913/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9723, Loss: 0.0287
Epoch  43 Batch  914/1077 - Train Accuracy: 0.9495, Validation Accuracy: 0.9723, Loss: 0.0514
Epoch  43 Batch  915/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9680, Loss: 0.0268
Epoch  43 Batch  916/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0195
Epoch  43 Batch  917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0231
Epoch  43 Batch  918/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9680, Loss: 0.0161
Epoch  43 Batch  919/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9634, Loss: 0.0166
Epoch  43 Batch  920/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  43 Batch  921/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0206
Epoch  43 Batch  922/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  43 Batch  923/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9631, Loss: 0.0139
Epoch  43 Batch  924/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9581, Loss: 0.0255
Epoch  43 Batch  925/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9624, Loss: 0.0145
Epoch  43 Batch  926/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9624, Loss: 0.0228
Epoch  43 Batch  927/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9624, Loss: 0.0267
Epoch  43 Batch  928/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0205
Epoch  43 Batch  929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0161
Epoch  43 Batch  930/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0152
Epoch  43 Batch  931/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0196
Epoch  43 Batch  932/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9620, Loss: 0.0187
Epoch  43 Batch  933/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0185
Epoch  43 Batch  934/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0164
Epoch  43 Batch  935/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  43 Batch  936/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  43 Batch  937/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0258
Epoch  43 Batch  938/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0248
Epoch  43 Batch  939/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9652, Loss: 0.0251
Epoch  43 Batch  940/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0179
Epoch  43 Batch  941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9638, Loss: 0.0158
Epoch  43 Batch  942/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0235
Epoch  43 Batch  943/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  43 Batch  944/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  43 Batch  945/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9602, Loss: 0.0141
Epoch  43 Batch  946/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9599, Loss: 0.0126
Epoch  43 Batch  947/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9538, Loss: 0.0205
Epoch  43 Batch  948/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0176
Epoch  43 Batch  949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0156
Epoch  43 Batch  950/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9531, Loss: 0.0154
Epoch  43 Batch  951/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  43 Batch  952/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9563, Loss: 0.0121
Epoch  43 Batch  953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9563, Loss: 0.0145
Epoch  43 Batch  954/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0242
Epoch  43 Batch  955/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0233
Epoch  43 Batch  956/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0211
Epoch  43 Batch  957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9616, Loss: 0.0137
Epoch  43 Batch  958/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0201
Epoch  43 Batch  959/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0221
Epoch  43 Batch  960/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  43 Batch  961/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  43 Batch  962/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0249
Epoch  43 Batch  963/1077 - Train Accuracy: 0.9813, Validation Accuracy: 0.9680, Loss: 0.0294
Epoch  43 Batch  964/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0161
Epoch  43 Batch  965/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9592, Loss: 0.0333
Epoch  43 Batch  966/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9592, Loss: 0.0184
Epoch  43 Batch  967/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0231
Epoch  43 Batch  968/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9581, Loss: 0.0225
Epoch  43 Batch  969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9581, Loss: 0.0258
Epoch  43 Batch  970/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0183
Epoch  43 Batch  971/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9616, Loss: 0.0273
Epoch  43 Batch  972/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9588, Loss: 0.0255
Epoch  43 Batch  973/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0138
Epoch  43 Batch  974/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0184
Epoch  43 Batch  975/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9553, Loss: 0.0152
Epoch  43 Batch  976/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0152
Epoch  43 Batch  977/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9556, Loss: 0.0128
Epoch  43 Batch  978/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9556, Loss: 0.0204
Epoch  43 Batch  979/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0160
Epoch  43 Batch  980/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0220
Epoch  43 Batch  981/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9439, Loss: 0.0255
Epoch  43 Batch  982/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9503, Loss: 0.0206
Epoch  43 Batch  983/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0172
Epoch  43 Batch  984/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9510, Loss: 0.0257
Epoch  43 Batch  985/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  43 Batch  986/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9517, Loss: 0.0182
Epoch  43 Batch  987/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9471, Loss: 0.0138
Epoch  43 Batch  988/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9396, Loss: 0.0226
Epoch  43 Batch  989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9442, Loss: 0.0187
Epoch  43 Batch  990/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9442, Loss: 0.0232
Epoch  43 Batch  991/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9442, Loss: 0.0160
Epoch  43 Batch  992/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9446, Loss: 0.0207
Epoch  43 Batch  993/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0145
Epoch  43 Batch  994/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9492, Loss: 0.0167
Epoch  43 Batch  995/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9474, Loss: 0.0184
Epoch  43 Batch  996/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0204
Epoch  43 Batch  997/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9379, Loss: 0.0210
Epoch  43 Batch  998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9347, Loss: 0.0154
Epoch  43 Batch  999/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9347, Loss: 0.0230
Epoch  43 Batch 1000/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9439, Loss: 0.0196
Epoch  43 Batch 1001/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9439, Loss: 0.0145
Epoch  43 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0125
Epoch  43 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9503, Loss: 0.0242
Epoch  43 Batch 1004/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9446, Loss: 0.0209
Epoch  43 Batch 1005/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0195
Epoch  43 Batch 1006/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9453, Loss: 0.0181
Epoch  43 Batch 1007/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9439, Loss: 0.0129
Epoch  43 Batch 1008/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9396, Loss: 0.0231
Epoch  43 Batch 1009/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9531, Loss: 0.0151
Epoch  43 Batch 1010/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0161
Epoch  43 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0181
Epoch  43 Batch 1012/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  43 Batch 1013/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  43 Batch 1014/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0171
Epoch  43 Batch 1015/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9517, Loss: 0.0235
Epoch  43 Batch 1016/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9482, Loss: 0.0176
Epoch  43 Batch 1017/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9528, Loss: 0.0200
Epoch  43 Batch 1018/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0252
Epoch  43 Batch 1019/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9577, Loss: 0.0290
Epoch  43 Batch 1020/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9602, Loss: 0.0170
Epoch  43 Batch 1021/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9602, Loss: 0.0144
Epoch  43 Batch 1022/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  43 Batch 1023/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9602, Loss: 0.0208
Epoch  43 Batch 1024/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0258
Epoch  43 Batch 1025/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9648, Loss: 0.0205
Epoch  43 Batch 1026/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0198
Epoch  43 Batch 1027/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9595, Loss: 0.0152
Epoch  43 Batch 1028/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201
Epoch  43 Batch 1029/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9631, Loss: 0.0149
Epoch  43 Batch 1030/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9627, Loss: 0.0173
Epoch  43 Batch 1031/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9670, Loss: 0.0232
Epoch  43 Batch 1032/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9670, Loss: 0.0218
Epoch  43 Batch 1033/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9670, Loss: 0.0202
Epoch  43 Batch 1034/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9716, Loss: 0.0171
Epoch  43 Batch 1035/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9716, Loss: 0.0157
Epoch  43 Batch 1036/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9670, Loss: 0.0263
Epoch  43 Batch 1037/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0204
Epoch  43 Batch 1038/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0228
Epoch  43 Batch 1039/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9602, Loss: 0.0187
Epoch  43 Batch 1040/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9506, Loss: 0.0217
Epoch  43 Batch 1041/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0316
Epoch  43 Batch 1042/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9506, Loss: 0.0179
Epoch  43 Batch 1043/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9645, Loss: 0.0275
Epoch  43 Batch 1044/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0195
Epoch  43 Batch 1045/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0188
Epoch  43 Batch 1046/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9602, Loss: 0.0123
Epoch  43 Batch 1047/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9602, Loss: 0.0150
Epoch  43 Batch 1048/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0232
Epoch  43 Batch 1049/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0220
Epoch  43 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9595, Loss: 0.0118
Epoch  43 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0245
Epoch  43 Batch 1052/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9595, Loss: 0.0176
Epoch  43 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9648, Loss: 0.0241
Epoch  43 Batch 1054/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9680, Loss: 0.0207
Epoch  43 Batch 1055/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0230
Epoch  43 Batch 1056/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0137
Epoch  43 Batch 1057/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9677, Loss: 0.0196
Epoch  43 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9702, Loss: 0.0224
Epoch  43 Batch 1059/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9755, Loss: 0.0237
Epoch  43 Batch 1060/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0162
Epoch  43 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9666, Loss: 0.0256
Epoch  43 Batch 1062/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0215
Epoch  43 Batch 1063/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0219
Epoch  43 Batch 1064/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0188
Epoch  43 Batch 1065/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0204
Epoch  43 Batch 1066/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9510, Loss: 0.0157
Epoch  43 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9510, Loss: 0.0189
Epoch  43 Batch 1068/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0136
Epoch  43 Batch 1069/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9524, Loss: 0.0168
Epoch  43 Batch 1070/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9531, Loss: 0.0178
Epoch  43 Batch 1071/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0192
Epoch  43 Batch 1072/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9545, Loss: 0.0180
Epoch  43 Batch 1073/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0185
Epoch  43 Batch 1074/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0250
Epoch  43 Batch 1075/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9634, Loss: 0.0233
Epoch  44 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0129
Epoch  44 Batch    2/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9648, Loss: 0.0206
Epoch  44 Batch    3/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0289
Epoch  44 Batch    4/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0175
Epoch  44 Batch    5/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0262
Epoch  44 Batch    6/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9606, Loss: 0.0141
Epoch  44 Batch    7/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0183
Epoch  44 Batch    8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0176
Epoch  44 Batch    9/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9606, Loss: 0.0151
Epoch  44 Batch   10/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9641, Loss: 0.0211
Epoch  44 Batch   11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9641, Loss: 0.0254
Epoch  44 Batch   12/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0156
Epoch  44 Batch   13/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9666, Loss: 0.0312
Epoch  44 Batch   14/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9656, Loss: 0.0152
Epoch  44 Batch   15/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0168
Epoch  44 Batch   16/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0194
Epoch  44 Batch   17/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0171
Epoch  44 Batch   18/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0155
Epoch  44 Batch   19/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0153
Epoch  44 Batch   20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  44 Batch   21/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0211
Epoch  44 Batch   22/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9521, Loss: 0.0194
Epoch  44 Batch   23/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9521, Loss: 0.0153
Epoch  44 Batch   24/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9570, Loss: 0.0233
Epoch  44 Batch   25/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9542, Loss: 0.0144
Epoch  44 Batch   26/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9585, Loss: 0.0280
Epoch  44 Batch   27/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9673, Loss: 0.0159
Epoch  44 Batch   28/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0210
Epoch  44 Batch   29/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0189
Epoch  44 Batch   30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9730, Loss: 0.0175
Epoch  44 Batch   31/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9723, Loss: 0.0211
Epoch  44 Batch   32/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0149
Epoch  44 Batch   33/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9723, Loss: 0.0136
Epoch  44 Batch   34/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0256
Epoch  44 Batch   35/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0222
Epoch  44 Batch   36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9716, Loss: 0.0183
Epoch  44 Batch   37/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0196
Epoch  44 Batch   38/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9663, Loss: 0.0242
Epoch  44 Batch   39/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0216
Epoch  44 Batch   40/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0163
Epoch  44 Batch   41/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9666, Loss: 0.0140
Epoch  44 Batch   42/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0299
Epoch  44 Batch   43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9581, Loss: 0.0125
Epoch  44 Batch   44/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9581, Loss: 0.0130
Epoch  44 Batch   45/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9577, Loss: 0.0216
Epoch  44 Batch   46/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9631, Loss: 0.0255
Epoch  44 Batch   47/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0196
Epoch  44 Batch   48/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0301
Epoch  44 Batch   49/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  44 Batch   50/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0182
Epoch  44 Batch   51/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9489, Loss: 0.0186
Epoch  44 Batch   52/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9482, Loss: 0.0292
Epoch  44 Batch   53/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9482, Loss: 0.0182
Epoch  44 Batch   54/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9485, Loss: 0.0361
Epoch  44 Batch   55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9485, Loss: 0.0182
Epoch  44 Batch   56/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9485, Loss: 0.0156
Epoch  44 Batch   57/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9485, Loss: 0.0210
Epoch  44 Batch   58/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9506, Loss: 0.0181
Epoch  44 Batch   59/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9510, Loss: 0.0226
Epoch  44 Batch   60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9535, Loss: 0.0108
Epoch  44 Batch   61/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0201
Epoch  44 Batch   62/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9556, Loss: 0.0254
Epoch  44 Batch   63/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0169
Epoch  44 Batch   64/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  44 Batch   65/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9602, Loss: 0.0154
Epoch  44 Batch   66/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9602, Loss: 0.0107
Epoch  44 Batch   67/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0185
Epoch  44 Batch   68/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9513, Loss: 0.0266
Epoch  44 Batch   69/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9549, Loss: 0.0256
Epoch  44 Batch   70/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9496, Loss: 0.0332
Epoch  44 Batch   71/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0186
Epoch  44 Batch   72/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0172
Epoch  44 Batch   73/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0174
Epoch  44 Batch   74/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9574, Loss: 0.0197
Epoch  44 Batch   75/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9528, Loss: 0.0308
Epoch  44 Batch   76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0154
Epoch  44 Batch   77/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  44 Batch   78/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9538, Loss: 0.0216
Epoch  44 Batch   79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0146
Epoch  44 Batch   80/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9592, Loss: 0.0159
Epoch  44 Batch   81/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0159
Epoch  44 Batch   82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9634, Loss: 0.0199
Epoch  44 Batch   83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0149
Epoch  44 Batch   84/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  44 Batch   85/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  44 Batch   86/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9659, Loss: 0.0213
Epoch  44 Batch   87/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9659, Loss: 0.0231
Epoch  44 Batch   88/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9656, Loss: 0.0240
Epoch  44 Batch   89/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0190
Epoch  44 Batch   90/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0175
Epoch  44 Batch   91/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9702, Loss: 0.0174
Epoch  44 Batch   92/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0182
Epoch  44 Batch   93/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0164
Epoch  44 Batch   94/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  44 Batch   95/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  44 Batch   96/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  44 Batch   97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0224
Epoch  44 Batch   98/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9627, Loss: 0.0213
Epoch  44 Batch   99/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0158
Epoch  44 Batch  100/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0194
Epoch  44 Batch  101/1077 - Train Accuracy: 0.9266, Validation Accuracy: 0.9592, Loss: 0.0212
Epoch  44 Batch  102/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0146
Epoch  44 Batch  103/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9570, Loss: 0.0301
Epoch  44 Batch  104/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0226
Epoch  44 Batch  105/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  44 Batch  106/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9549, Loss: 0.0203
Epoch  44 Batch  107/1077 - Train Accuracy: 0.9323, Validation Accuracy: 0.9446, Loss: 0.0218
Epoch  44 Batch  108/1077 - Train Accuracy: 0.9432, Validation Accuracy: 0.9496, Loss: 0.0278
Epoch  44 Batch  109/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0176
Epoch  44 Batch  110/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0140
Epoch  44 Batch  111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0189
Epoch  44 Batch  112/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  44 Batch  113/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9624, Loss: 0.0249
Epoch  44 Batch  114/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0164
Epoch  44 Batch  115/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0199
Epoch  44 Batch  116/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9616, Loss: 0.0367
Epoch  44 Batch  117/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9641, Loss: 0.0181
Epoch  44 Batch  118/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9624, Loss: 0.0157
Epoch  44 Batch  119/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0151
Epoch  44 Batch  120/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0188
Epoch  44 Batch  121/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0212
Epoch  44 Batch  122/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0182
Epoch  44 Batch  123/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  44 Batch  124/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9631, Loss: 0.0216
Epoch  44 Batch  125/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9648, Loss: 0.0272
Epoch  44 Batch  126/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9595, Loss: 0.0173
Epoch  44 Batch  127/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9595, Loss: 0.0200
Epoch  44 Batch  128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9570, Loss: 0.0194
Epoch  44 Batch  129/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0213
Epoch  44 Batch  130/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9553, Loss: 0.0180
Epoch  44 Batch  131/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0215
Epoch  44 Batch  132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9535, Loss: 0.0156
Epoch  44 Batch  133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0117
Epoch  44 Batch  134/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9606, Loss: 0.0158
Epoch  44 Batch  135/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  44 Batch  136/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0125
Epoch  44 Batch  137/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9634, Loss: 0.0164
Epoch  44 Batch  138/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  44 Batch  139/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0211
Epoch  44 Batch  140/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9620, Loss: 0.0185
Epoch  44 Batch  141/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0169
Epoch  44 Batch  142/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9620, Loss: 0.0161
Epoch  44 Batch  143/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  44 Batch  144/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9606, Loss: 0.0295
Epoch  44 Batch  145/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0168
Epoch  44 Batch  146/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9620, Loss: 0.0546
Epoch  44 Batch  147/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  44 Batch  148/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9570, Loss: 0.0239
Epoch  44 Batch  149/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9616, Loss: 0.0161
Epoch  44 Batch  150/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9616, Loss: 0.0215
Epoch  44 Batch  151/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0173
Epoch  44 Batch  152/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0237
Epoch  44 Batch  153/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9510, Loss: 0.0310
Epoch  44 Batch  154/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9446, Loss: 0.0181
Epoch  44 Batch  155/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0185
Epoch  44 Batch  156/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9553, Loss: 0.0133
Epoch  44 Batch  157/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  44 Batch  158/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9553, Loss: 0.0235
Epoch  44 Batch  159/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9553, Loss: 0.0199
Epoch  44 Batch  160/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0168
Epoch  44 Batch  161/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0132
Epoch  44 Batch  162/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0169
Epoch  44 Batch  163/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9624, Loss: 0.0260
Epoch  44 Batch  164/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0172
Epoch  44 Batch  165/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0277
Epoch  44 Batch  166/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9670, Loss: 0.0185
Epoch  44 Batch  167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9666, Loss: 0.0151
Epoch  44 Batch  168/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9670, Loss: 0.0293
Epoch  44 Batch  169/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9620, Loss: 0.0172
Epoch  44 Batch  170/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9574, Loss: 0.0239
Epoch  44 Batch  171/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0183
Epoch  44 Batch  172/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0168
Epoch  44 Batch  173/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9624, Loss: 0.0238
Epoch  44 Batch  174/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0109
Epoch  44 Batch  175/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9624, Loss: 0.0267
Epoch  44 Batch  176/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0210
Epoch  44 Batch  177/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9680, Loss: 0.0197
Epoch  44 Batch  178/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  44 Batch  179/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9677, Loss: 0.0223
Epoch  44 Batch  180/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0143
Epoch  44 Batch  181/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0204
Epoch  44 Batch  182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0264
Epoch  44 Batch  183/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0166
Epoch  44 Batch  184/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0233
Epoch  44 Batch  185/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0242
Epoch  44 Batch  186/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0200
Epoch  44 Batch  187/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0142
Epoch  44 Batch  188/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0201
Epoch  44 Batch  189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9535, Loss: 0.0188
Epoch  44 Batch  190/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0210
Epoch  44 Batch  191/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9467, Loss: 0.0147
Epoch  44 Batch  192/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9467, Loss: 0.0214
Epoch  44 Batch  193/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0167
Epoch  44 Batch  194/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9506, Loss: 0.0147
Epoch  44 Batch  195/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9574, Loss: 0.0205
Epoch  44 Batch  196/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9577, Loss: 0.0117
Epoch  44 Batch  197/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0239
Epoch  44 Batch  198/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0229
Epoch  44 Batch  199/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9663, Loss: 0.0141
Epoch  44 Batch  200/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0167
Epoch  44 Batch  201/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0219
Epoch  44 Batch  202/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0169
Epoch  44 Batch  203/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0214
Epoch  44 Batch  204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0430
Epoch  44 Batch  205/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9567, Loss: 0.0247
Epoch  44 Batch  206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9641, Loss: 0.0160
Epoch  44 Batch  207/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0176
Epoch  44 Batch  208/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9634, Loss: 0.0197
Epoch  44 Batch  209/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9688, Loss: 0.0176
Epoch  44 Batch  210/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9641, Loss: 0.0192
Epoch  44 Batch  211/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0168
Epoch  44 Batch  212/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0177
Epoch  44 Batch  213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0153
Epoch  44 Batch  214/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  44 Batch  215/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0225
Epoch  44 Batch  216/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0160
Epoch  44 Batch  217/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0131
Epoch  44 Batch  218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9599, Loss: 0.0210
Epoch  44 Batch  219/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0137
Epoch  44 Batch  220/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0194
Epoch  44 Batch  221/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9673, Loss: 0.0203
Epoch  44 Batch  222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0196
Epoch  44 Batch  223/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9652, Loss: 0.0180
Epoch  44 Batch  224/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0187
Epoch  44 Batch  225/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0265
Epoch  44 Batch  226/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  44 Batch  227/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9620, Loss: 0.0235
Epoch  44 Batch  228/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0165
Epoch  44 Batch  229/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0180
Epoch  44 Batch  230/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9574, Loss: 0.0173
Epoch  44 Batch  231/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0212
Epoch  44 Batch  232/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9581, Loss: 0.0151
Epoch  44 Batch  233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0229
Epoch  44 Batch  234/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9496, Loss: 0.0161
Epoch  44 Batch  235/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9549, Loss: 0.0214
Epoch  44 Batch  236/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9528, Loss: 0.0151
Epoch  44 Batch  237/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0153
Epoch  44 Batch  238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0165
Epoch  44 Batch  239/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0124
Epoch  44 Batch  240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0129
Epoch  44 Batch  241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9585, Loss: 0.0152
Epoch  44 Batch  242/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9673, Loss: 0.0209
Epoch  44 Batch  243/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0215
Epoch  44 Batch  244/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9577, Loss: 0.0186
Epoch  44 Batch  245/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  44 Batch  246/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0189
Epoch  44 Batch  247/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9592, Loss: 0.0188
Epoch  44 Batch  248/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9641, Loss: 0.0191
Epoch  44 Batch  249/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0150
Epoch  44 Batch  250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0202
Epoch  44 Batch  251/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9553, Loss: 0.0232
Epoch  44 Batch  252/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0234
Epoch  44 Batch  253/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0187
Epoch  44 Batch  254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9744, Loss: 0.0250
Epoch  44 Batch  255/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0159
Epoch  44 Batch  256/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0355
Epoch  44 Batch  257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0160
Epoch  44 Batch  258/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9698, Loss: 0.0182
Epoch  44 Batch  259/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0176
Epoch  44 Batch  260/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9759, Loss: 0.0141
Epoch  44 Batch  261/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9759, Loss: 0.0193
Epoch  44 Batch  262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9709, Loss: 0.0184
Epoch  44 Batch  263/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0152
Epoch  44 Batch  264/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9709, Loss: 0.0167
Epoch  44 Batch  265/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9705, Loss: 0.0152
Epoch  44 Batch  266/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9705, Loss: 0.0214
Epoch  44 Batch  267/1077 - Train Accuracy: 0.9759, Validation Accuracy: 0.9705, Loss: 0.0125
Epoch  44 Batch  268/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0249
Epoch  44 Batch  269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9702, Loss: 0.0206
Epoch  44 Batch  270/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9680, Loss: 0.0265
Epoch  44 Batch  271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0185
Epoch  44 Batch  272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9620, Loss: 0.0422
Epoch  44 Batch  273/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9620, Loss: 0.0157
Epoch  44 Batch  274/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9620, Loss: 0.0197
Epoch  44 Batch  275/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0165
Epoch  44 Batch  276/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0325
Epoch  44 Batch  277/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9560, Loss: 0.0142
Epoch  44 Batch  278/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  44 Batch  279/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0210
Epoch  44 Batch  280/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0216
Epoch  44 Batch  281/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0180
Epoch  44 Batch  282/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0216
Epoch  44 Batch  283/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0189
Epoch  44 Batch  284/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  44 Batch  285/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0202
Epoch  44 Batch  286/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0171
Epoch  44 Batch  287/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9535, Loss: 0.0226
Epoch  44 Batch  288/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0270
Epoch  44 Batch  289/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0155
Epoch  44 Batch  290/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0310
Epoch  44 Batch  291/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9510, Loss: 0.0309
Epoch  44 Batch  292/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9510, Loss: 0.0179
Epoch  44 Batch  293/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9485, Loss: 0.0158
Epoch  44 Batch  294/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9439, Loss: 0.0189
Epoch  44 Batch  295/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9432, Loss: 0.0198
Epoch  44 Batch  296/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9485, Loss: 0.0191
Epoch  44 Batch  297/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0210
Epoch  44 Batch  298/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9538, Loss: 0.0233
Epoch  44 Batch  299/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0187
Epoch  44 Batch  300/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  44 Batch  301/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0198
Epoch  44 Batch  302/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0200
Epoch  44 Batch  303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9659, Loss: 0.0230
Epoch  44 Batch  304/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0201
Epoch  44 Batch  305/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0143
Epoch  44 Batch  306/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0304
Epoch  44 Batch  307/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  44 Batch  308/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9606, Loss: 0.0204
Epoch  44 Batch  309/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9560, Loss: 0.0151
Epoch  44 Batch  310/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  44 Batch  311/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9560, Loss: 0.0182
Epoch  44 Batch  312/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9528, Loss: 0.0236
Epoch  44 Batch  313/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9524, Loss: 0.0144
Epoch  44 Batch  314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9457, Loss: 0.0250
Epoch  44 Batch  315/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9457, Loss: 0.0164
Epoch  44 Batch  316/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9492, Loss: 0.0189
Epoch  44 Batch  317/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9517, Loss: 0.0185
Epoch  44 Batch  318/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9471, Loss: 0.0127
Epoch  44 Batch  319/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0220
Epoch  44 Batch  320/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0249
Epoch  44 Batch  321/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  44 Batch  322/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0157
Epoch  44 Batch  323/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0230
Epoch  44 Batch  324/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9606, Loss: 0.0160
Epoch  44 Batch  325/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9606, Loss: 0.0206
Epoch  44 Batch  326/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9585, Loss: 0.0171
Epoch  44 Batch  327/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9510, Loss: 0.0270
Epoch  44 Batch  328/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0279
Epoch  44 Batch  329/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9467, Loss: 0.0184
Epoch  44 Batch  330/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0173
Epoch  44 Batch  331/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9531, Loss: 0.0202
Epoch  44 Batch  332/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9517, Loss: 0.0152
Epoch  44 Batch  333/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9517, Loss: 0.0182
Epoch  44 Batch  334/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0172
Epoch  44 Batch  335/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  44 Batch  336/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9517, Loss: 0.0555
Epoch  44 Batch  337/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  44 Batch  338/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9524, Loss: 0.0298
Epoch  44 Batch  339/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9474, Loss: 0.0152
Epoch  44 Batch  340/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9474, Loss: 0.0202
Epoch  44 Batch  341/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9588, Loss: 0.0259
Epoch  44 Batch  342/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0142
Epoch  44 Batch  343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9585, Loss: 0.0288
Epoch  44 Batch  344/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0248
Epoch  44 Batch  345/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0149
Epoch  44 Batch  346/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9503, Loss: 0.0184
Epoch  44 Batch  347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9503, Loss: 0.0133
Epoch  44 Batch  348/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9506, Loss: 0.0177
Epoch  44 Batch  349/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0192
Epoch  44 Batch  350/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9393, Loss: 0.0178
Epoch  44 Batch  351/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9428, Loss: 0.0198
Epoch  44 Batch  352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9425, Loss: 0.0148
Epoch  44 Batch  353/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9425, Loss: 0.0183
Epoch  44 Batch  354/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9471, Loss: 0.0209
Epoch  44 Batch  355/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9471, Loss: 0.0201
Epoch  44 Batch  356/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9464, Loss: 0.0173
Epoch  44 Batch  357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9464, Loss: 0.0194
Epoch  44 Batch  358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9506, Loss: 0.0211
Epoch  44 Batch  359/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  44 Batch  360/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0162
Epoch  44 Batch  361/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9485, Loss: 0.0120
Epoch  44 Batch  362/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9432, Loss: 0.0233
Epoch  44 Batch  363/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9428, Loss: 0.0188
Epoch  44 Batch  364/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9428, Loss: 0.0242
Epoch  44 Batch  365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9403, Loss: 0.0111
Epoch  44 Batch  366/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9350, Loss: 0.0139
Epoch  44 Batch  367/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9350, Loss: 0.0141
Epoch  44 Batch  368/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9350, Loss: 0.0185
Epoch  44 Batch  369/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0159
Epoch  44 Batch  370/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9432, Loss: 0.0168
Epoch  44 Batch  371/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9414, Loss: 0.0123
Epoch  44 Batch  372/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9393, Loss: 0.0157
Epoch  44 Batch  373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9439, Loss: 0.0130
Epoch  44 Batch  374/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0225
Epoch  44 Batch  375/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9460, Loss: 0.0169
Epoch  44 Batch  376/1077 - Train Accuracy: 0.9464, Validation Accuracy: 0.9418, Loss: 0.0251
Epoch  44 Batch  377/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9442, Loss: 0.0161
Epoch  44 Batch  378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0147
Epoch  44 Batch  379/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9389, Loss: 0.0251
Epoch  44 Batch  380/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9368, Loss: 0.0153
Epoch  44 Batch  381/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9418, Loss: 0.0231
Epoch  44 Batch  382/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9482, Loss: 0.0267
Epoch  44 Batch  383/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9474, Loss: 0.0167
Epoch  44 Batch  384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9581, Loss: 0.0151
Epoch  44 Batch  385/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0145
Epoch  44 Batch  386/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  44 Batch  387/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0186
Epoch  44 Batch  388/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9624, Loss: 0.0279
Epoch  44 Batch  389/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0218
Epoch  44 Batch  390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0277
Epoch  44 Batch  391/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0200
Epoch  44 Batch  392/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0265
Epoch  44 Batch  393/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  44 Batch  394/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9627, Loss: 0.0173
Epoch  44 Batch  395/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0171
Epoch  44 Batch  396/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9652, Loss: 0.0203
Epoch  44 Batch  397/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9624, Loss: 0.0219
Epoch  44 Batch  398/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9616, Loss: 0.0192
Epoch  44 Batch  399/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9616, Loss: 0.0204
Epoch  44 Batch  400/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  44 Batch  401/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9553, Loss: 0.0142
Epoch  44 Batch  402/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0183
Epoch  44 Batch  403/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9503, Loss: 0.0319
Epoch  44 Batch  404/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0204
Epoch  44 Batch  405/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0217
Epoch  44 Batch  406/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9464, Loss: 0.0157
Epoch  44 Batch  407/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9467, Loss: 0.0192
Epoch  44 Batch  408/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9467, Loss: 0.0256
Epoch  44 Batch  409/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9467, Loss: 0.0213
Epoch  44 Batch  410/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9464, Loss: 0.0328
Epoch  44 Batch  411/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9464, Loss: 0.0212
Epoch  44 Batch  412/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0175
Epoch  44 Batch  413/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0153
Epoch  44 Batch  414/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9666, Loss: 0.0147
Epoch  44 Batch  415/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0256
Epoch  44 Batch  416/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0162
Epoch  44 Batch  417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0311
Epoch  44 Batch  418/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9503, Loss: 0.0163
Epoch  44 Batch  419/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9503, Loss: 0.0170
Epoch  44 Batch  420/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0141
Epoch  44 Batch  421/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0287
Epoch  44 Batch  422/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9496, Loss: 0.0184
Epoch  44 Batch  423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9489, Loss: 0.0248
Epoch  44 Batch  424/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9489, Loss: 0.0180
Epoch  44 Batch  425/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0141
Epoch  44 Batch  426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0247
Epoch  44 Batch  427/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0191
Epoch  44 Batch  428/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0196
Epoch  44 Batch  429/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0130
Epoch  44 Batch  430/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0165
Epoch  44 Batch  431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9492, Loss: 0.0163
Epoch  44 Batch  432/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0186
Epoch  44 Batch  433/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9414, Loss: 0.0224
Epoch  44 Batch  434/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9389, Loss: 0.0184
Epoch  44 Batch  435/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9389, Loss: 0.0243
Epoch  44 Batch  436/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9389, Loss: 0.0192
Epoch  44 Batch  437/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9393, Loss: 0.0186
Epoch  44 Batch  438/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9347, Loss: 0.0160
Epoch  44 Batch  439/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9293, Loss: 0.0193
Epoch  44 Batch  440/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9332, Loss: 0.0222
Epoch  44 Batch  441/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9382, Loss: 0.0191
Epoch  44 Batch  442/1077 - Train Accuracy: 0.9356, Validation Accuracy: 0.9382, Loss: 0.0283
Epoch  44 Batch  443/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9439, Loss: 0.0190
Epoch  44 Batch  444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9442, Loss: 0.0211
Epoch  44 Batch  445/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9439, Loss: 0.0173
Epoch  44 Batch  446/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9396, Loss: 0.0134
Epoch  44 Batch  447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9418, Loss: 0.0158
Epoch  44 Batch  448/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9513, Loss: 0.0200
Epoch  44 Batch  449/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9467, Loss: 0.0245
Epoch  44 Batch  450/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0228
Epoch  44 Batch  451/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9418, Loss: 0.0191
Epoch  44 Batch  452/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9414, Loss: 0.0210
Epoch  44 Batch  453/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9414, Loss: 0.0213
Epoch  44 Batch  454/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9467, Loss: 0.0292
Epoch  44 Batch  455/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9464, Loss: 0.0204
Epoch  44 Batch  456/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9471, Loss: 0.0213
Epoch  44 Batch  457/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0169
Epoch  44 Batch  458/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9471, Loss: 0.0246
Epoch  44 Batch  459/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9471, Loss: 0.0174
Epoch  44 Batch  460/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9535, Loss: 0.0195
Epoch  44 Batch  461/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  44 Batch  462/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0204
Epoch  44 Batch  463/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9513, Loss: 0.0179
Epoch  44 Batch  464/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  44 Batch  465/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9513, Loss: 0.0285
Epoch  44 Batch  466/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0194
Epoch  44 Batch  467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9464, Loss: 0.0186
Epoch  44 Batch  468/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0187
Epoch  44 Batch  469/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9464, Loss: 0.0131
Epoch  44 Batch  470/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9432, Loss: 0.0198
Epoch  44 Batch  471/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9403, Loss: 0.0138
Epoch  44 Batch  472/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9453, Loss: 0.0169
Epoch  44 Batch  473/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9453, Loss: 0.0179
Epoch  44 Batch  474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9499, Loss: 0.0166
Epoch  44 Batch  475/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9496, Loss: 0.0187
Epoch  44 Batch  476/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9446, Loss: 0.0164
Epoch  44 Batch  477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9485, Loss: 0.0221
Epoch  44 Batch  478/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9474, Loss: 0.0214
Epoch  44 Batch  479/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9478, Loss: 0.0207
Epoch  44 Batch  480/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9478, Loss: 0.0196
Epoch  44 Batch  481/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9503, Loss: 0.0167
Epoch  44 Batch  482/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9549, Loss: 0.0217
Epoch  44 Batch  483/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9496, Loss: 0.0262
Epoch  44 Batch  484/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9499, Loss: 0.0255
Epoch  44 Batch  485/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9499, Loss: 0.0196
Epoch  44 Batch  486/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9457, Loss: 0.0168
Epoch  44 Batch  487/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9457, Loss: 0.0157
Epoch  44 Batch  488/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9414, Loss: 0.0177
Epoch  44 Batch  489/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9411, Loss: 0.0191
Epoch  44 Batch  490/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9364, Loss: 0.0201
Epoch  44 Batch  491/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9414, Loss: 0.0278
Epoch  44 Batch  492/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9414, Loss: 0.0241
Epoch  44 Batch  493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9414, Loss: 0.0145
Epoch  44 Batch  494/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9457, Loss: 0.0150
Epoch  44 Batch  495/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9460, Loss: 0.0176
Epoch  44 Batch  496/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0173
Epoch  44 Batch  497/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9627, Loss: 0.0215
Epoch  44 Batch  498/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9631, Loss: 0.0260
Epoch  44 Batch  499/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9673, Loss: 0.0199
Epoch  44 Batch  500/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9659, Loss: 0.0177
Epoch  44 Batch  501/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9613, Loss: 0.0155
Epoch  44 Batch  502/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0276
Epoch  44 Batch  503/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0182
Epoch  44 Batch  504/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0186
Epoch  44 Batch  505/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  44 Batch  506/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0251
Epoch  44 Batch  507/1077 - Train Accuracy: 0.9273, Validation Accuracy: 0.9585, Loss: 0.0218
Epoch  44 Batch  508/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0157
Epoch  44 Batch  509/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9680, Loss: 0.0301
Epoch  44 Batch  510/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  44 Batch  511/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  44 Batch  512/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0169
Epoch  44 Batch  513/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0242
Epoch  44 Batch  514/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0213
Epoch  44 Batch  515/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0227
Epoch  44 Batch  516/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9549, Loss: 0.0204
Epoch  44 Batch  517/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9545, Loss: 0.0234
Epoch  44 Batch  518/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9446, Loss: 0.0205
Epoch  44 Batch  519/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9442, Loss: 0.0213
Epoch  44 Batch  520/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9524, Loss: 0.0132
Epoch  44 Batch  521/1077 - Train Accuracy: 0.9435, Validation Accuracy: 0.9489, Loss: 0.0189
Epoch  44 Batch  522/1077 - Train Accuracy: 0.9320, Validation Accuracy: 0.9489, Loss: 0.0268
Epoch  44 Batch  523/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9588, Loss: 0.0196
Epoch  44 Batch  524/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0198
Epoch  44 Batch  525/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0203
Epoch  44 Batch  526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0184
Epoch  44 Batch  527/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  44 Batch  528/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9524, Loss: 0.0202
Epoch  44 Batch  529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  44 Batch  530/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0227
Epoch  44 Batch  531/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0203
Epoch  44 Batch  532/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9528, Loss: 0.0266
Epoch  44 Batch  533/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0170
Epoch  44 Batch  534/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9570, Loss: 0.0234
Epoch  44 Batch  535/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0178
Epoch  44 Batch  536/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0221
Epoch  44 Batch  537/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  44 Batch  538/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0173
Epoch  44 Batch  539/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0251
Epoch  44 Batch  540/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  44 Batch  541/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9631, Loss: 0.0207
Epoch  44 Batch  542/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0208
Epoch  44 Batch  543/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  44 Batch  544/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0102
Epoch  44 Batch  545/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9627, Loss: 0.0174
Epoch  44 Batch  546/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0216
Epoch  44 Batch  547/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0201
Epoch  44 Batch  548/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0214
Epoch  44 Batch  549/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9492, Loss: 0.0203
Epoch  44 Batch  550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9506, Loss: 0.0181
Epoch  44 Batch  551/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9357, Loss: 0.0214
Epoch  44 Batch  552/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9357, Loss: 0.0224
Epoch  44 Batch  553/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9389, Loss: 0.0286
Epoch  44 Batch  554/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0182
Epoch  44 Batch  555/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0174
Epoch  44 Batch  556/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9446, Loss: 0.0142
Epoch  44 Batch  557/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0191
Epoch  44 Batch  558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0132
Epoch  44 Batch  559/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0187
Epoch  44 Batch  560/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0191
Epoch  44 Batch  561/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  44 Batch  562/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0146
Epoch  44 Batch  563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9567, Loss: 0.0192
Epoch  44 Batch  564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0244
Epoch  44 Batch  565/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0270
Epoch  44 Batch  566/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  44 Batch  567/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0217
Epoch  44 Batch  568/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9485, Loss: 0.0170
Epoch  44 Batch  569/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9485, Loss: 0.0211
Epoch  44 Batch  570/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9485, Loss: 0.0258
Epoch  44 Batch  571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0153
Epoch  44 Batch  572/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9585, Loss: 0.0184
Epoch  44 Batch  573/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0331
Epoch  44 Batch  574/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9638, Loss: 0.0234
Epoch  44 Batch  575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9542, Loss: 0.0155
Epoch  44 Batch  576/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9542, Loss: 0.0163
Epoch  44 Batch  577/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0205
Epoch  44 Batch  578/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9489, Loss: 0.0154
Epoch  44 Batch  579/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  44 Batch  580/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9588, Loss: 0.0141
Epoch  44 Batch  581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0128
Epoch  44 Batch  582/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0164
Epoch  44 Batch  583/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9538, Loss: 0.0220
Epoch  44 Batch  584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0196
Epoch  44 Batch  585/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9542, Loss: 0.0160
Epoch  44 Batch  586/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9542, Loss: 0.0160
Epoch  44 Batch  587/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9492, Loss: 0.0217
Epoch  44 Batch  588/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9563, Loss: 0.0167
Epoch  44 Batch  589/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0177
Epoch  44 Batch  590/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9513, Loss: 0.0184
Epoch  44 Batch  591/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9521, Loss: 0.0185
Epoch  44 Batch  592/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9521, Loss: 0.0189
Epoch  44 Batch  593/1077 - Train Accuracy: 0.9342, Validation Accuracy: 0.9560, Loss: 0.0345
Epoch  44 Batch  594/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0292
Epoch  44 Batch  595/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0198
Epoch  44 Batch  596/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0189
Epoch  44 Batch  597/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9613, Loss: 0.0161
Epoch  44 Batch  598/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9567, Loss: 0.0230
Epoch  44 Batch  599/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0339
Epoch  44 Batch  600/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9467, Loss: 0.0224
Epoch  44 Batch  601/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9613, Loss: 0.0217
Epoch  44 Batch  602/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9659, Loss: 0.0210
Epoch  44 Batch  603/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9659, Loss: 0.0228
Epoch  44 Batch  604/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9755, Loss: 0.0305
Epoch  44 Batch  605/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9712, Loss: 0.0285
Epoch  44 Batch  606/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9712, Loss: 0.0157
Epoch  44 Batch  607/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9709, Loss: 0.0266
Epoch  44 Batch  608/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9744, Loss: 0.0235
Epoch  44 Batch  609/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9716, Loss: 0.0254
Epoch  44 Batch  610/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9577, Loss: 0.0218
Epoch  44 Batch  611/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  44 Batch  612/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0166
Epoch  44 Batch  613/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0228
Epoch  44 Batch  614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9574, Loss: 0.0218
Epoch  44 Batch  615/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0160
Epoch  44 Batch  616/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0172
Epoch  44 Batch  617/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  44 Batch  618/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0229
Epoch  44 Batch  619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0150
Epoch  44 Batch  620/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  44 Batch  621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0218
Epoch  44 Batch  622/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9503, Loss: 0.0243
Epoch  44 Batch  623/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9453, Loss: 0.0249
Epoch  44 Batch  624/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9538, Loss: 0.0210
Epoch  44 Batch  625/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9538, Loss: 0.0187
Epoch  44 Batch  626/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9538, Loss: 0.0235
Epoch  44 Batch  627/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  44 Batch  628/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0191
Epoch  44 Batch  629/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9524, Loss: 0.0205
Epoch  44 Batch  630/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0175
Epoch  44 Batch  631/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0224
Epoch  44 Batch  632/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9585, Loss: 0.0146
Epoch  44 Batch  633/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0170
Epoch  44 Batch  634/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9577, Loss: 0.0176
Epoch  44 Batch  635/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9634, Loss: 0.0254
Epoch  44 Batch  636/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9684, Loss: 0.0158
Epoch  44 Batch  637/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9680, Loss: 0.0246
Epoch  44 Batch  638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9638, Loss: 0.0205
Epoch  44 Batch  639/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0260
Epoch  44 Batch  640/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  44 Batch  641/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0185
Epoch  44 Batch  642/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9719, Loss: 0.0169
Epoch  44 Batch  643/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9719, Loss: 0.0171
Epoch  44 Batch  644/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0140
Epoch  44 Batch  645/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9624, Loss: 0.0203
Epoch  44 Batch  646/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9627, Loss: 0.0209
Epoch  44 Batch  647/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0217
Epoch  44 Batch  648/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0152
Epoch  44 Batch  649/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0153
Epoch  44 Batch  650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0228
Epoch  44 Batch  651/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  44 Batch  652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9577, Loss: 0.0238
Epoch  44 Batch  653/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0225
Epoch  44 Batch  654/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0177
Epoch  44 Batch  655/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9570, Loss: 0.0226
Epoch  44 Batch  656/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  44 Batch  657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9513, Loss: 0.0202
Epoch  44 Batch  658/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9521, Loss: 0.0141
Epoch  44 Batch  659/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9428, Loss: 0.0150
Epoch  44 Batch  660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0188
Epoch  44 Batch  661/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9524, Loss: 0.0185
Epoch  44 Batch  662/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0170
Epoch  44 Batch  663/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  44 Batch  664/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0193
Epoch  44 Batch  665/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9528, Loss: 0.0147
Epoch  44 Batch  666/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9482, Loss: 0.0232
Epoch  44 Batch  667/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9482, Loss: 0.0230
Epoch  44 Batch  668/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9485, Loss: 0.0161
Epoch  44 Batch  669/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0217
Epoch  44 Batch  670/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0166
Epoch  44 Batch  671/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9538, Loss: 0.0201
Epoch  44 Batch  672/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0193
Epoch  44 Batch  673/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0235
Epoch  44 Batch  674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0177
Epoch  44 Batch  675/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0217
Epoch  44 Batch  676/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9478, Loss: 0.0178
Epoch  44 Batch  677/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9474, Loss: 0.0209
Epoch  44 Batch  678/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9432, Loss: 0.0148
Epoch  44 Batch  679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9432, Loss: 0.0157
Epoch  44 Batch  680/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9524, Loss: 0.0244
Epoch  44 Batch  681/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9425, Loss: 0.0169
Epoch  44 Batch  682/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9489, Loss: 0.0190
Epoch  44 Batch  683/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9478, Loss: 0.0152
Epoch  44 Batch  684/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0186
Epoch  44 Batch  685/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9528, Loss: 0.0258
Epoch  44 Batch  686/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9567, Loss: 0.0145
Epoch  44 Batch  687/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9624, Loss: 0.0195
Epoch  44 Batch  688/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9574, Loss: 0.0200
Epoch  44 Batch  689/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9620, Loss: 0.0092
Epoch  44 Batch  690/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0224
Epoch  44 Batch  691/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9503, Loss: 0.0216
Epoch  44 Batch  692/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0170
Epoch  44 Batch  693/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0265
Epoch  44 Batch  694/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  44 Batch  695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0240
Epoch  44 Batch  696/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  44 Batch  697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9581, Loss: 0.0174
Epoch  44 Batch  698/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9581, Loss: 0.0171
Epoch  44 Batch  699/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9581, Loss: 0.0180
Epoch  44 Batch  700/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9535, Loss: 0.0166
Epoch  44 Batch  701/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9528, Loss: 0.0189
Epoch  44 Batch  702/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9528, Loss: 0.0255
Epoch  44 Batch  703/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0183
Epoch  44 Batch  704/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9574, Loss: 0.0279
Epoch  44 Batch  705/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9776, Loss: 0.0239
Epoch  44 Batch  706/1077 - Train Accuracy: 0.9263, Validation Accuracy: 0.9680, Loss: 0.0365
Epoch  44 Batch  707/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0238
Epoch  44 Batch  708/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  44 Batch  709/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9574, Loss: 0.0248
Epoch  44 Batch  710/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0158
Epoch  44 Batch  711/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9549, Loss: 0.0244
Epoch  44 Batch  712/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9435, Loss: 0.0172
Epoch  44 Batch  713/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9499, Loss: 0.0159
Epoch  44 Batch  714/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0198
Epoch  44 Batch  715/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9492, Loss: 0.0187
Epoch  44 Batch  716/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9496, Loss: 0.0197
Epoch  44 Batch  717/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0158
Epoch  44 Batch  718/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0207
Epoch  44 Batch  719/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9442, Loss: 0.0242
Epoch  44 Batch  720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9489, Loss: 0.0201
Epoch  44 Batch  721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0180
Epoch  44 Batch  722/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9513, Loss: 0.0178
Epoch  44 Batch  723/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9467, Loss: 0.0195
Epoch  44 Batch  724/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9467, Loss: 0.0210
Epoch  44 Batch  725/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9460, Loss: 0.0168
Epoch  44 Batch  726/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9460, Loss: 0.0179
Epoch  44 Batch  727/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9460, Loss: 0.0153
Epoch  44 Batch  728/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0210
Epoch  44 Batch  729/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  44 Batch  730/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9545, Loss: 0.0282
Epoch  44 Batch  731/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0175
Epoch  44 Batch  732/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9492, Loss: 0.0228
Epoch  44 Batch  733/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9492, Loss: 0.0229
Epoch  44 Batch  734/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0173
Epoch  44 Batch  735/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9442, Loss: 0.0157
Epoch  44 Batch  736/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9396, Loss: 0.0170
Epoch  44 Batch  737/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9393, Loss: 0.0220
Epoch  44 Batch  738/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0123
Epoch  44 Batch  739/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9396, Loss: 0.0171
Epoch  44 Batch  740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9396, Loss: 0.0160
Epoch  44 Batch  741/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9489, Loss: 0.0248
Epoch  44 Batch  742/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0184
Epoch  44 Batch  743/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9467, Loss: 0.0179
Epoch  44 Batch  744/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9464, Loss: 0.0216
Epoch  44 Batch  745/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0204
Epoch  44 Batch  746/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9403, Loss: 0.0177
Epoch  44 Batch  747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0147
Epoch  44 Batch  748/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0168
Epoch  44 Batch  749/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0160
Epoch  44 Batch  750/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0179
Epoch  44 Batch  751/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  44 Batch  752/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9478, Loss: 0.0180
Epoch  44 Batch  753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9478, Loss: 0.0162
Epoch  44 Batch  754/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9528, Loss: 0.0212
Epoch  44 Batch  755/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0211
Epoch  44 Batch  756/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9503, Loss: 0.0170
Epoch  44 Batch  757/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9553, Loss: 0.0190
Epoch  44 Batch  758/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9492, Loss: 0.0137
Epoch  44 Batch  759/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9567, Loss: 0.0183
Epoch  44 Batch  760/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0216
Epoch  44 Batch  761/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  44 Batch  762/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  44 Batch  763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9563, Loss: 0.0222
Epoch  44 Batch  764/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9563, Loss: 0.0176
Epoch  44 Batch  765/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9592, Loss: 0.0220
Epoch  44 Batch  766/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0263
Epoch  44 Batch  767/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0212
Epoch  44 Batch  768/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9627, Loss: 0.0166
Epoch  44 Batch  769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0215
Epoch  44 Batch  770/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9510, Loss: 0.0156
Epoch  44 Batch  771/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0178
Epoch  44 Batch  772/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9478, Loss: 0.0192
Epoch  44 Batch  773/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9496, Loss: 0.0202
Epoch  44 Batch  774/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0170
Epoch  44 Batch  775/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9460, Loss: 0.0270
Epoch  44 Batch  776/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0193
Epoch  44 Batch  777/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9691, Loss: 0.0133
Epoch  44 Batch  778/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9727, Loss: 0.0288
Epoch  44 Batch  779/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0207
Epoch  44 Batch  780/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9581, Loss: 0.0261
Epoch  44 Batch  781/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9538, Loss: 0.0162
Epoch  44 Batch  782/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9538, Loss: 0.0192
Epoch  44 Batch  783/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9528, Loss: 0.0244
Epoch  44 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0133
Epoch  44 Batch  785/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9577, Loss: 0.0148
Epoch  44 Batch  786/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  44 Batch  787/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0173
Epoch  44 Batch  788/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0194
Epoch  44 Batch  789/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0198
Epoch  44 Batch  790/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9485, Loss: 0.0221
Epoch  44 Batch  791/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0209
Epoch  44 Batch  792/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0195
Epoch  44 Batch  793/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9460, Loss: 0.0198
Epoch  44 Batch  794/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9403, Loss: 0.0161
Epoch  44 Batch  795/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9517, Loss: 0.0240
Epoch  44 Batch  796/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  44 Batch  797/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9513, Loss: 0.0189
Epoch  44 Batch  798/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0216
Epoch  44 Batch  799/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0301
Epoch  44 Batch  800/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0161
Epoch  44 Batch  801/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9499, Loss: 0.0165
Epoch  44 Batch  802/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9545, Loss: 0.0250
Epoch  44 Batch  803/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0175
Epoch  44 Batch  804/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  44 Batch  805/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  44 Batch  806/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9574, Loss: 0.0162
Epoch  44 Batch  807/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9467, Loss: 0.0146
Epoch  44 Batch  808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9467, Loss: 0.0288
Epoch  44 Batch  809/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9453, Loss: 0.0355
Epoch  44 Batch  810/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9439, Loss: 0.0187
Epoch  44 Batch  811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9446, Loss: 0.0217
Epoch  44 Batch  812/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9442, Loss: 0.0178
Epoch  44 Batch  813/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9400, Loss: 0.0192
Epoch  44 Batch  814/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9535, Loss: 0.0205
Epoch  44 Batch  815/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  44 Batch  816/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9503, Loss: 0.0140
Epoch  44 Batch  817/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9517, Loss: 0.0192
Epoch  44 Batch  818/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9524, Loss: 0.0242
Epoch  44 Batch  819/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0219
Epoch  44 Batch  820/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0168
Epoch  44 Batch  821/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0185
Epoch  44 Batch  822/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  44 Batch  823/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0220
Epoch  44 Batch  824/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0203
Epoch  44 Batch  825/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9609, Loss: 0.0103
Epoch  44 Batch  826/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0165
Epoch  44 Batch  827/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9549, Loss: 0.0198
Epoch  44 Batch  828/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9553, Loss: 0.0171
Epoch  44 Batch  829/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0252
Epoch  44 Batch  830/1077 - Train Accuracy: 0.9313, Validation Accuracy: 0.9627, Loss: 0.0243
Epoch  44 Batch  831/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9599, Loss: 0.0236
Epoch  44 Batch  832/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9549, Loss: 0.0156
Epoch  44 Batch  833/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0241
Epoch  44 Batch  834/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9659, Loss: 0.0194
Epoch  44 Batch  835/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  44 Batch  836/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  44 Batch  837/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0255
Epoch  44 Batch  838/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0185
Epoch  44 Batch  839/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9524, Loss: 0.0155
Epoch  44 Batch  840/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9574, Loss: 0.0205
Epoch  44 Batch  841/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9574, Loss: 0.0334
Epoch  44 Batch  842/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9574, Loss: 0.0135
Epoch  44 Batch  843/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9574, Loss: 0.0146
Epoch  44 Batch  844/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  44 Batch  845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0164
Epoch  44 Batch  846/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9716, Loss: 0.0294
Epoch  44 Batch  847/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9716, Loss: 0.0228
Epoch  44 Batch  848/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9716, Loss: 0.0170
Epoch  44 Batch  849/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9716, Loss: 0.0113
Epoch  44 Batch  850/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9663, Loss: 0.0278
Epoch  44 Batch  851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9613, Loss: 0.0260
Epoch  44 Batch  852/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9560, Loss: 0.0249
Epoch  44 Batch  853/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0197
Epoch  44 Batch  854/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0188
Epoch  44 Batch  855/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0232
Epoch  44 Batch  856/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0198
Epoch  44 Batch  857/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0131
Epoch  44 Batch  858/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9524, Loss: 0.0129
Epoch  44 Batch  859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0199
Epoch  44 Batch  860/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9524, Loss: 0.0212
Epoch  44 Batch  861/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  44 Batch  862/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0185
Epoch  44 Batch  863/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9620, Loss: 0.0147
Epoch  44 Batch  864/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9620, Loss: 0.0195
Epoch  44 Batch  865/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9620, Loss: 0.0215
Epoch  44 Batch  866/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0209
Epoch  44 Batch  867/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9670, Loss: 0.0537
Epoch  44 Batch  868/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0219
Epoch  44 Batch  869/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0133
Epoch  44 Batch  870/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9588, Loss: 0.0176
Epoch  44 Batch  871/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9588, Loss: 0.0180
Epoch  44 Batch  872/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0174
Epoch  44 Batch  873/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0173
Epoch  44 Batch  874/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9613, Loss: 0.0230
Epoch  44 Batch  875/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  44 Batch  876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0168
Epoch  44 Batch  877/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0146
Epoch  44 Batch  878/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0141
Epoch  44 Batch  879/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9620, Loss: 0.0129
Epoch  44 Batch  880/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9616, Loss: 0.0200
Epoch  44 Batch  881/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0219
Epoch  44 Batch  882/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0205
Epoch  44 Batch  883/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9570, Loss: 0.0209
Epoch  44 Batch  884/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  44 Batch  885/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0110
Epoch  44 Batch  886/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0197
Epoch  44 Batch  887/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0209
Epoch  44 Batch  888/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9521, Loss: 0.0223
Epoch  44 Batch  889/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  44 Batch  890/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9517, Loss: 0.0196
Epoch  44 Batch  891/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9471, Loss: 0.0168
Epoch  44 Batch  892/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0220
Epoch  44 Batch  893/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0153
Epoch  44 Batch  894/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9563, Loss: 0.0149
Epoch  44 Batch  895/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0150
Epoch  44 Batch  896/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9560, Loss: 0.0203
Epoch  44 Batch  897/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0170
Epoch  44 Batch  898/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0206
Epoch  44 Batch  899/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9616, Loss: 0.0207
Epoch  44 Batch  900/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  44 Batch  901/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9588, Loss: 0.0324
Epoch  44 Batch  902/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9588, Loss: 0.0225
Epoch  44 Batch  903/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9638, Loss: 0.0186
Epoch  44 Batch  904/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0182
Epoch  44 Batch  905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0159
Epoch  44 Batch  906/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0176
Epoch  44 Batch  907/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0213
Epoch  44 Batch  908/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  44 Batch  909/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9673, Loss: 0.0243
Epoch  44 Batch  910/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9723, Loss: 0.0212
Epoch  44 Batch  911/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9773, Loss: 0.0292
Epoch  44 Batch  912/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0183
Epoch  44 Batch  913/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9723, Loss: 0.0263
Epoch  44 Batch  914/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9698, Loss: 0.0536
Epoch  44 Batch  915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9698, Loss: 0.0179
Epoch  44 Batch  916/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9769, Loss: 0.0192
Epoch  44 Batch  917/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9769, Loss: 0.0204
Epoch  44 Batch  918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0176
Epoch  44 Batch  919/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  44 Batch  920/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  44 Batch  921/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9627, Loss: 0.0177
Epoch  44 Batch  922/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  44 Batch  923/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9581, Loss: 0.0114
Epoch  44 Batch  924/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9581, Loss: 0.0251
Epoch  44 Batch  925/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  44 Batch  926/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9581, Loss: 0.0189
Epoch  44 Batch  927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0245
Epoch  44 Batch  928/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0181
Epoch  44 Batch  929/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0132
Epoch  44 Batch  930/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0136
Epoch  44 Batch  931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9517, Loss: 0.0177
Epoch  44 Batch  932/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0173
Epoch  44 Batch  933/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0170
Epoch  44 Batch  934/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9489, Loss: 0.0175
Epoch  44 Batch  935/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0179
Epoch  44 Batch  936/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9489, Loss: 0.0220
Epoch  44 Batch  937/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9489, Loss: 0.0255
Epoch  44 Batch  938/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0229
Epoch  44 Batch  939/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9641, Loss: 0.0235
Epoch  44 Batch  940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0172
Epoch  44 Batch  941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9592, Loss: 0.0183
Epoch  44 Batch  942/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0220
Epoch  44 Batch  943/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  44 Batch  944/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0168
Epoch  44 Batch  945/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0119
Epoch  44 Batch  946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9577, Loss: 0.0138
Epoch  44 Batch  947/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9513, Loss: 0.0184
Epoch  44 Batch  948/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9567, Loss: 0.0206
Epoch  44 Batch  949/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0165
Epoch  44 Batch  950/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0160
Epoch  44 Batch  951/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9528, Loss: 0.0216
Epoch  44 Batch  952/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9528, Loss: 0.0112
Epoch  44 Batch  953/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0159
Epoch  44 Batch  954/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0233
Epoch  44 Batch  955/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9595, Loss: 0.0230
Epoch  44 Batch  956/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  44 Batch  957/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9595, Loss: 0.0126
Epoch  44 Batch  958/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0174
Epoch  44 Batch  959/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9595, Loss: 0.0222
Epoch  44 Batch  960/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9595, Loss: 0.0196
Epoch  44 Batch  961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0187
Epoch  44 Batch  962/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9595, Loss: 0.0213
Epoch  44 Batch  963/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9595, Loss: 0.0243
Epoch  44 Batch  964/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9638, Loss: 0.0164
Epoch  44 Batch  965/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9592, Loss: 0.0318
Epoch  44 Batch  966/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  44 Batch  967/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9581, Loss: 0.0224
Epoch  44 Batch  968/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9631, Loss: 0.0252
Epoch  44 Batch  969/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9581, Loss: 0.0232
Epoch  44 Batch  970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  44 Batch  971/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0248
Epoch  44 Batch  972/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0206
Epoch  44 Batch  973/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0162
Epoch  44 Batch  974/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  44 Batch  975/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9638, Loss: 0.0166
Epoch  44 Batch  976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0152
Epoch  44 Batch  977/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0110
Epoch  44 Batch  978/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9528, Loss: 0.0213
Epoch  44 Batch  979/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9581, Loss: 0.0209
Epoch  44 Batch  980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9478, Loss: 0.0211
Epoch  44 Batch  981/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9478, Loss: 0.0260
Epoch  44 Batch  982/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0200
Epoch  44 Batch  983/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9506, Loss: 0.0170
Epoch  44 Batch  984/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0247
Epoch  44 Batch  985/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  44 Batch  986/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0191
Epoch  44 Batch  987/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  44 Batch  988/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  44 Batch  989/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9538, Loss: 0.0163
Epoch  44 Batch  990/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9478, Loss: 0.0211
Epoch  44 Batch  991/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9524, Loss: 0.0161
Epoch  44 Batch  992/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0190
Epoch  44 Batch  993/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  44 Batch  994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0180
Epoch  44 Batch  995/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9439, Loss: 0.0170
Epoch  44 Batch  996/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9442, Loss: 0.0249
Epoch  44 Batch  997/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9393, Loss: 0.0190
Epoch  44 Batch  998/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9350, Loss: 0.0172
Epoch  44 Batch  999/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9379, Loss: 0.0202
Epoch  44 Batch 1000/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9396, Loss: 0.0241
Epoch  44 Batch 1001/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9396, Loss: 0.0133
Epoch  44 Batch 1002/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9396, Loss: 0.0121
Epoch  44 Batch 1003/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9432, Loss: 0.0197
Epoch  44 Batch 1004/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9432, Loss: 0.0181
Epoch  44 Batch 1005/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9432, Loss: 0.0196
Epoch  44 Batch 1006/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9435, Loss: 0.0168
Epoch  44 Batch 1007/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9467, Loss: 0.0121
Epoch  44 Batch 1008/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0199
Epoch  44 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9485, Loss: 0.0159
Epoch  44 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0167
Epoch  44 Batch 1011/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0170
Epoch  44 Batch 1012/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9599, Loss: 0.0160
Epoch  44 Batch 1013/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9556, Loss: 0.0128
Epoch  44 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0154
Epoch  44 Batch 1015/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9553, Loss: 0.0216
Epoch  44 Batch 1016/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9553, Loss: 0.0158
Epoch  44 Batch 1017/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9553, Loss: 0.0145
Epoch  44 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9542, Loss: 0.0244
Epoch  44 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9542, Loss: 0.0257
Epoch  44 Batch 1020/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0171
Epoch  44 Batch 1021/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0153
Epoch  44 Batch 1022/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0170
Epoch  44 Batch 1023/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  44 Batch 1024/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0237
Epoch  44 Batch 1025/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9542, Loss: 0.0242
Epoch  44 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9638, Loss: 0.0221
Epoch  44 Batch 1027/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0180
Epoch  44 Batch 1028/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0186
Epoch  44 Batch 1029/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9712, Loss: 0.0178
Epoch  44 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9666, Loss: 0.0154
Epoch  44 Batch 1031/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9624, Loss: 0.0239
Epoch  44 Batch 1032/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0223
Epoch  44 Batch 1033/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  44 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0168
Epoch  44 Batch 1035/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0131
Epoch  44 Batch 1036/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9670, Loss: 0.0223
Epoch  44 Batch 1037/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9716, Loss: 0.0213
Epoch  44 Batch 1038/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0297
Epoch  44 Batch 1039/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0172
Epoch  44 Batch 1040/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  44 Batch 1041/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0296
Epoch  44 Batch 1042/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0166
Epoch  44 Batch 1043/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9556, Loss: 0.0283
Epoch  44 Batch 1044/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0189
Epoch  44 Batch 1045/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0206
Epoch  44 Batch 1046/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9599, Loss: 0.0125
Epoch  44 Batch 1047/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0141
Epoch  44 Batch 1048/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9585, Loss: 0.0234
Epoch  44 Batch 1049/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0217
Epoch  44 Batch 1050/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9577, Loss: 0.0117
Epoch  44 Batch 1051/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9624, Loss: 0.0251
Epoch  44 Batch 1052/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9627, Loss: 0.0194
Epoch  44 Batch 1053/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0226
Epoch  44 Batch 1054/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  44 Batch 1055/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0202
Epoch  44 Batch 1056/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0121
Epoch  44 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9659, Loss: 0.0186
Epoch  44 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0223
Epoch  44 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9656, Loss: 0.0211
Epoch  44 Batch 1060/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0171
Epoch  44 Batch 1061/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0297
Epoch  44 Batch 1062/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0246
Epoch  44 Batch 1063/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9627, Loss: 0.0235
Epoch  44 Batch 1064/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0189
Epoch  44 Batch 1065/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0192
Epoch  44 Batch 1066/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9592, Loss: 0.0142
Epoch  44 Batch 1067/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0174
Epoch  44 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9549, Loss: 0.0119
Epoch  44 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9599, Loss: 0.0134
Epoch  44 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  44 Batch 1071/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9656, Loss: 0.0208
Epoch  44 Batch 1072/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9702, Loss: 0.0196
Epoch  44 Batch 1073/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0226
Epoch  44 Batch 1074/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9631, Loss: 0.0261
Epoch  44 Batch 1075/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9631, Loss: 0.0217
Epoch  45 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0115
Epoch  45 Batch    2/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0196
Epoch  45 Batch    3/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0257
Epoch  45 Batch    4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9656, Loss: 0.0151
Epoch  45 Batch    5/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0291
Epoch  45 Batch    6/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0135
Epoch  45 Batch    7/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  45 Batch    8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0183
Epoch  45 Batch    9/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0168
Epoch  45 Batch   10/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9648, Loss: 0.0205
Epoch  45 Batch   11/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9648, Loss: 0.0263
Epoch  45 Batch   12/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9595, Loss: 0.0158
Epoch  45 Batch   13/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0255
Epoch  45 Batch   14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9624, Loss: 0.0141
Epoch  45 Batch   15/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  45 Batch   16/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0185
Epoch  45 Batch   17/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  45 Batch   18/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  45 Batch   19/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  45 Batch   20/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0155
Epoch  45 Batch   21/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0220
Epoch  45 Batch   22/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0184
Epoch  45 Batch   23/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  45 Batch   24/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  45 Batch   25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9400, Loss: 0.0116
Epoch  45 Batch   26/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0242
Epoch  45 Batch   27/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9542, Loss: 0.0150
Epoch  45 Batch   28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9524, Loss: 0.0203
Epoch  45 Batch   29/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9524, Loss: 0.0182
Epoch  45 Batch   30/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  45 Batch   31/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0150
Epoch  45 Batch   32/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9609, Loss: 0.0141
Epoch  45 Batch   33/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0135
Epoch  45 Batch   34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0224
Epoch  45 Batch   35/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0263
Epoch  45 Batch   36/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9716, Loss: 0.0156
Epoch  45 Batch   37/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9719, Loss: 0.0174
Epoch  45 Batch   38/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9670, Loss: 0.0244
Epoch  45 Batch   39/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9670, Loss: 0.0255
Epoch  45 Batch   40/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9691, Loss: 0.0139
Epoch  45 Batch   41/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9691, Loss: 0.0149
Epoch  45 Batch   42/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9691, Loss: 0.0271
Epoch  45 Batch   43/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9695, Loss: 0.0115
Epoch  45 Batch   44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0144
Epoch  45 Batch   45/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9631, Loss: 0.0186
Epoch  45 Batch   46/1077 - Train Accuracy: 0.9396, Validation Accuracy: 0.9631, Loss: 0.0235
Epoch  45 Batch   47/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0164
Epoch  45 Batch   48/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9606, Loss: 0.0256
Epoch  45 Batch   49/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9666, Loss: 0.0252
Epoch  45 Batch   50/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0177
Epoch  45 Batch   51/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0187
Epoch  45 Batch   52/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9595, Loss: 0.0214
Epoch  45 Batch   53/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0160
Epoch  45 Batch   54/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0338
Epoch  45 Batch   55/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9592, Loss: 0.0154
Epoch  45 Batch   56/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0123
Epoch  45 Batch   57/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0201
Epoch  45 Batch   58/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0184
Epoch  45 Batch   59/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9567, Loss: 0.0206
Epoch  45 Batch   60/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0132
Epoch  45 Batch   61/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9542, Loss: 0.0193
Epoch  45 Batch   62/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9531, Loss: 0.0215
Epoch  45 Batch   63/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9545, Loss: 0.0154
Epoch  45 Batch   64/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9553, Loss: 0.0166
Epoch  45 Batch   65/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  45 Batch   66/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9574, Loss: 0.0109
Epoch  45 Batch   67/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0184
Epoch  45 Batch   68/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9624, Loss: 0.0255
Epoch  45 Batch   69/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9560, Loss: 0.0267
Epoch  45 Batch   70/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9560, Loss: 0.0267
Epoch  45 Batch   71/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9457, Loss: 0.0115
Epoch  45 Batch   72/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0188
Epoch  45 Batch   73/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  45 Batch   74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9467, Loss: 0.0189
Epoch  45 Batch   75/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9265, Loss: 0.0285
Epoch  45 Batch   76/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9244, Loss: 0.0148
Epoch  45 Batch   77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9244, Loss: 0.0203
Epoch  45 Batch   78/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9297, Loss: 0.0179
Epoch  45 Batch   79/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9315, Loss: 0.0142
Epoch  45 Batch   80/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9585, Loss: 0.0164
Epoch  45 Batch   81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  45 Batch   82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9627, Loss: 0.0193
Epoch  45 Batch   83/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9677, Loss: 0.0149
Epoch  45 Batch   84/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  45 Batch   85/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9531, Loss: 0.0174
Epoch  45 Batch   86/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0175
Epoch  45 Batch   87/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0245
Epoch  45 Batch   88/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9467, Loss: 0.0242
Epoch  45 Batch   89/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0185
Epoch  45 Batch   90/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  45 Batch   91/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9574, Loss: 0.0172
Epoch  45 Batch   92/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9531, Loss: 0.0183
Epoch  45 Batch   93/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0188
Epoch  45 Batch   94/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  45 Batch   95/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9524, Loss: 0.0157
Epoch  45 Batch   96/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0192
Epoch  45 Batch   97/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9503, Loss: 0.0232
Epoch  45 Batch   98/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9503, Loss: 0.0234
Epoch  45 Batch   99/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  45 Batch  100/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0176
Epoch  45 Batch  101/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9545, Loss: 0.0204
Epoch  45 Batch  102/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0127
Epoch  45 Batch  103/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0258
Epoch  45 Batch  104/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9581, Loss: 0.0213
Epoch  45 Batch  105/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9581, Loss: 0.0181
Epoch  45 Batch  106/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9528, Loss: 0.0193
Epoch  45 Batch  107/1077 - Train Accuracy: 0.9319, Validation Accuracy: 0.9524, Loss: 0.0200
Epoch  45 Batch  108/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9645, Loss: 0.0265
Epoch  45 Batch  109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9652, Loss: 0.0165
Epoch  45 Batch  110/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0132
Epoch  45 Batch  111/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  45 Batch  112/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  45 Batch  113/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9652, Loss: 0.0265
Epoch  45 Batch  114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0160
Epoch  45 Batch  115/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0181
Epoch  45 Batch  116/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9670, Loss: 0.0230
Epoch  45 Batch  117/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9748, Loss: 0.0162
Epoch  45 Batch  118/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9648, Loss: 0.0167
Epoch  45 Batch  119/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0133
Epoch  45 Batch  120/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0182
Epoch  45 Batch  121/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9702, Loss: 0.0211
Epoch  45 Batch  122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9705, Loss: 0.0164
Epoch  45 Batch  123/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9709, Loss: 0.0117
Epoch  45 Batch  124/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0195
Epoch  45 Batch  125/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0257
Epoch  45 Batch  126/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9606, Loss: 0.0166
Epoch  45 Batch  127/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  45 Batch  128/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  45 Batch  129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0231
Epoch  45 Batch  130/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9592, Loss: 0.0166
Epoch  45 Batch  131/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9538, Loss: 0.0170
Epoch  45 Batch  132/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9489, Loss: 0.0175
Epoch  45 Batch  133/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0128
Epoch  45 Batch  134/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  45 Batch  135/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9631, Loss: 0.0170
Epoch  45 Batch  136/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0131
Epoch  45 Batch  137/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9588, Loss: 0.0190
Epoch  45 Batch  138/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9585, Loss: 0.0220
Epoch  45 Batch  139/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9648, Loss: 0.0216
Epoch  45 Batch  140/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9553, Loss: 0.0154
Epoch  45 Batch  141/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0160
Epoch  45 Batch  142/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9645, Loss: 0.0205
Epoch  45 Batch  143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  45 Batch  144/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9570, Loss: 0.0257
Epoch  45 Batch  145/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9609, Loss: 0.0168
Epoch  45 Batch  146/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9659, Loss: 0.0560
Epoch  45 Batch  147/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9609, Loss: 0.0148
Epoch  45 Batch  148/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9609, Loss: 0.0216
Epoch  45 Batch  149/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0143
Epoch  45 Batch  150/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9645, Loss: 0.0193
Epoch  45 Batch  151/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9645, Loss: 0.0147
Epoch  45 Batch  152/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0193
Epoch  45 Batch  153/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9531, Loss: 0.0286
Epoch  45 Batch  154/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9531, Loss: 0.0132
Epoch  45 Batch  155/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0158
Epoch  45 Batch  156/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0128
Epoch  45 Batch  157/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0169
Epoch  45 Batch  158/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  45 Batch  159/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0169
Epoch  45 Batch  160/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0177
Epoch  45 Batch  161/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0124
Epoch  45 Batch  162/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9535, Loss: 0.0145
Epoch  45 Batch  163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9585, Loss: 0.0277
Epoch  45 Batch  164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9485, Loss: 0.0170
Epoch  45 Batch  165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0261
Epoch  45 Batch  166/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  45 Batch  167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  45 Batch  168/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9581, Loss: 0.0244
Epoch  45 Batch  169/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9531, Loss: 0.0177
Epoch  45 Batch  170/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9531, Loss: 0.0230
Epoch  45 Batch  171/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9535, Loss: 0.0170
Epoch  45 Batch  172/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9538, Loss: 0.0164
Epoch  45 Batch  173/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9588, Loss: 0.0178
Epoch  45 Batch  174/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0126
Epoch  45 Batch  175/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9592, Loss: 0.0236
Epoch  45 Batch  176/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0212
Epoch  45 Batch  177/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9592, Loss: 0.0188
Epoch  45 Batch  178/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9680, Loss: 0.0183
Epoch  45 Batch  179/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9680, Loss: 0.0202
Epoch  45 Batch  180/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9727, Loss: 0.0156
Epoch  45 Batch  181/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0197
Epoch  45 Batch  182/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0251
Epoch  45 Batch  183/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0220
Epoch  45 Batch  184/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9606, Loss: 0.0212
Epoch  45 Batch  185/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9606, Loss: 0.0224
Epoch  45 Batch  186/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9553, Loss: 0.0222
Epoch  45 Batch  187/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9553, Loss: 0.0150
Epoch  45 Batch  188/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  45 Batch  189/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0163
Epoch  45 Batch  190/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0186
Epoch  45 Batch  191/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0157
Epoch  45 Batch  192/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9478, Loss: 0.0180
Epoch  45 Batch  193/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9435, Loss: 0.0154
Epoch  45 Batch  194/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9485, Loss: 0.0124
Epoch  45 Batch  195/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9506, Loss: 0.0173
Epoch  45 Batch  196/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0163
Epoch  45 Batch  197/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9506, Loss: 0.0193
Epoch  45 Batch  198/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9510, Loss: 0.0208
Epoch  45 Batch  199/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0156
Epoch  45 Batch  200/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  45 Batch  201/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0178
Epoch  45 Batch  202/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  45 Batch  203/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0199
Epoch  45 Batch  204/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0337
Epoch  45 Batch  205/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9616, Loss: 0.0261
Epoch  45 Batch  206/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0132
Epoch  45 Batch  207/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  45 Batch  208/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9545, Loss: 0.0192
Epoch  45 Batch  209/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9599, Loss: 0.0130
Epoch  45 Batch  210/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0172
Epoch  45 Batch  211/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9553, Loss: 0.0168
Epoch  45 Batch  212/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0162
Epoch  45 Batch  213/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  45 Batch  214/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  45 Batch  215/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9631, Loss: 0.0214
Epoch  45 Batch  216/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0171
Epoch  45 Batch  217/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  45 Batch  218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9680, Loss: 0.0203
Epoch  45 Batch  219/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9680, Loss: 0.0146
Epoch  45 Batch  220/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9656, Loss: 0.0177
Epoch  45 Batch  221/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9602, Loss: 0.0159
Epoch  45 Batch  222/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9599, Loss: 0.0168
Epoch  45 Batch  223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  45 Batch  224/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  45 Batch  225/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0222
Epoch  45 Batch  226/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0175
Epoch  45 Batch  227/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0231
Epoch  45 Batch  228/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9609, Loss: 0.0148
Epoch  45 Batch  229/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9613, Loss: 0.0193
Epoch  45 Batch  230/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0171
Epoch  45 Batch  231/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9609, Loss: 0.0251
Epoch  45 Batch  232/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9609, Loss: 0.0170
Epoch  45 Batch  233/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0254
Epoch  45 Batch  234/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0176
Epoch  45 Batch  235/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9585, Loss: 0.0217
Epoch  45 Batch  236/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  45 Batch  237/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9585, Loss: 0.0175
Epoch  45 Batch  238/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0186
Epoch  45 Batch  239/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9556, Loss: 0.0155
Epoch  45 Batch  240/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0170
Epoch  45 Batch  241/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0178
Epoch  45 Batch  242/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0137
Epoch  45 Batch  243/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9535, Loss: 0.0224
Epoch  45 Batch  244/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  45 Batch  245/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9542, Loss: 0.0169
Epoch  45 Batch  246/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0173
Epoch  45 Batch  247/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9616, Loss: 0.0203
Epoch  45 Batch  248/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0168
Epoch  45 Batch  249/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0148
Epoch  45 Batch  250/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9712, Loss: 0.0194
Epoch  45 Batch  251/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9709, Loss: 0.0230
Epoch  45 Batch  252/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9702, Loss: 0.0226
Epoch  45 Batch  253/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9698, Loss: 0.0194
Epoch  45 Batch  254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9698, Loss: 0.0212
Epoch  45 Batch  255/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0173
Epoch  45 Batch  256/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0321
Epoch  45 Batch  257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0189
Epoch  45 Batch  258/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9616, Loss: 0.0159
Epoch  45 Batch  259/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0151
Epoch  45 Batch  260/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9673, Loss: 0.0139
Epoch  45 Batch  261/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0181
Epoch  45 Batch  262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9719, Loss: 0.0181
Epoch  45 Batch  263/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9759, Loss: 0.0145
Epoch  45 Batch  264/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9709, Loss: 0.0175
Epoch  45 Batch  265/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  45 Batch  266/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9634, Loss: 0.0209
Epoch  45 Batch  267/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9638, Loss: 0.0134
Epoch  45 Batch  268/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0217
Epoch  45 Batch  269/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9545, Loss: 0.0241
Epoch  45 Batch  270/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0247
Epoch  45 Batch  271/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9524, Loss: 0.0155
Epoch  45 Batch  272/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9503, Loss: 0.0426
Epoch  45 Batch  273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  45 Batch  274/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  45 Batch  275/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0175
Epoch  45 Batch  276/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0273
Epoch  45 Batch  277/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  45 Batch  278/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0228
Epoch  45 Batch  279/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0187
Epoch  45 Batch  280/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9563, Loss: 0.0224
Epoch  45 Batch  281/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0199
Epoch  45 Batch  282/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9492, Loss: 0.0209
Epoch  45 Batch  283/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  45 Batch  284/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0183
Epoch  45 Batch  285/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0192
Epoch  45 Batch  286/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9492, Loss: 0.0164
Epoch  45 Batch  287/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9439, Loss: 0.0264
Epoch  45 Batch  288/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0245
Epoch  45 Batch  289/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9489, Loss: 0.0146
Epoch  45 Batch  290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9442, Loss: 0.0302
Epoch  45 Batch  291/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9513, Loss: 0.0288
Epoch  45 Batch  292/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9467, Loss: 0.0161
Epoch  45 Batch  293/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9467, Loss: 0.0125
Epoch  45 Batch  294/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9464, Loss: 0.0182
Epoch  45 Batch  295/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0153
Epoch  45 Batch  296/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0167
Epoch  45 Batch  297/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9616, Loss: 0.0219
Epoch  45 Batch  298/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0246
Epoch  45 Batch  299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9535, Loss: 0.0187
Epoch  45 Batch  300/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0157
Epoch  45 Batch  301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  45 Batch  302/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9627, Loss: 0.0171
Epoch  45 Batch  303/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0230
Epoch  45 Batch  304/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0211
Epoch  45 Batch  305/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  45 Batch  306/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0348
Epoch  45 Batch  307/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9588, Loss: 0.0200
Epoch  45 Batch  308/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9588, Loss: 0.0207
Epoch  45 Batch  309/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9691, Loss: 0.0142
Epoch  45 Batch  310/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0165
Epoch  45 Batch  311/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9616, Loss: 0.0155
Epoch  45 Batch  312/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0257
Epoch  45 Batch  313/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0125
Epoch  45 Batch  314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0274
Epoch  45 Batch  315/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9542, Loss: 0.0143
Epoch  45 Batch  316/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9542, Loss: 0.0204
Epoch  45 Batch  317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9471, Loss: 0.0180
Epoch  45 Batch  318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9538, Loss: 0.0136
Epoch  45 Batch  319/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9538, Loss: 0.0241
Epoch  45 Batch  320/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9538, Loss: 0.0269
Epoch  45 Batch  321/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0178
Epoch  45 Batch  322/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0164
Epoch  45 Batch  323/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0208
Epoch  45 Batch  324/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  45 Batch  325/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9503, Loss: 0.0186
Epoch  45 Batch  326/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9503, Loss: 0.0156
Epoch  45 Batch  327/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  45 Batch  328/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0249
Epoch  45 Batch  329/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0178
Epoch  45 Batch  330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0178
Epoch  45 Batch  331/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9510, Loss: 0.0180
Epoch  45 Batch  332/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9510, Loss: 0.0174
Epoch  45 Batch  333/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9510, Loss: 0.0166
Epoch  45 Batch  334/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0144
Epoch  45 Batch  335/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9510, Loss: 0.0210
Epoch  45 Batch  336/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0580
Epoch  45 Batch  337/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  45 Batch  338/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9588, Loss: 0.0292
Epoch  45 Batch  339/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0100
Epoch  45 Batch  340/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  45 Batch  341/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9538, Loss: 0.0282
Epoch  45 Batch  342/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9538, Loss: 0.0160
Epoch  45 Batch  343/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0245
Epoch  45 Batch  344/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9517, Loss: 0.0222
Epoch  45 Batch  345/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9517, Loss: 0.0122
Epoch  45 Batch  346/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9403, Loss: 0.0210
Epoch  45 Batch  347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9446, Loss: 0.0132
Epoch  45 Batch  348/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9446, Loss: 0.0158
Epoch  45 Batch  349/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9453, Loss: 0.0190
Epoch  45 Batch  350/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9389, Loss: 0.0181
Epoch  45 Batch  351/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9389, Loss: 0.0170
Epoch  45 Batch  352/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9389, Loss: 0.0138
Epoch  45 Batch  353/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9411, Loss: 0.0232
Epoch  45 Batch  354/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9411, Loss: 0.0185
Epoch  45 Batch  355/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9460, Loss: 0.0175
Epoch  45 Batch  356/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9460, Loss: 0.0165
Epoch  45 Batch  357/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9464, Loss: 0.0195
Epoch  45 Batch  358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9428, Loss: 0.0219
Epoch  45 Batch  359/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9428, Loss: 0.0178
Epoch  45 Batch  360/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9471, Loss: 0.0142
Epoch  45 Batch  361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9471, Loss: 0.0118
Epoch  45 Batch  362/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9467, Loss: 0.0230
Epoch  45 Batch  363/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9485, Loss: 0.0205
Epoch  45 Batch  364/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9485, Loss: 0.0251
Epoch  45 Batch  365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9535, Loss: 0.0115
Epoch  45 Batch  366/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9485, Loss: 0.0149
Epoch  45 Batch  367/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9435, Loss: 0.0123
Epoch  45 Batch  368/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9371, Loss: 0.0153
Epoch  45 Batch  369/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9361, Loss: 0.0200
Epoch  45 Batch  370/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9364, Loss: 0.0210
Epoch  45 Batch  371/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9450, Loss: 0.0125
Epoch  45 Batch  372/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9453, Loss: 0.0137
Epoch  45 Batch  373/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0130
Epoch  45 Batch  374/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0206
Epoch  45 Batch  375/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9464, Loss: 0.0154
Epoch  45 Batch  376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9464, Loss: 0.0236
Epoch  45 Batch  377/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0235
Epoch  45 Batch  378/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9464, Loss: 0.0128
Epoch  45 Batch  379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0272
Epoch  45 Batch  380/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0158
Epoch  45 Batch  381/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0216
Epoch  45 Batch  382/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9570, Loss: 0.0258
Epoch  45 Batch  383/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9570, Loss: 0.0207
Epoch  45 Batch  384/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  45 Batch  385/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  45 Batch  386/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9521, Loss: 0.0180
Epoch  45 Batch  387/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0188
Epoch  45 Batch  388/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0256
Epoch  45 Batch  389/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0203
Epoch  45 Batch  390/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0285
Epoch  45 Batch  391/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9577, Loss: 0.0189
Epoch  45 Batch  392/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9553, Loss: 0.0315
Epoch  45 Batch  393/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9599, Loss: 0.0190
Epoch  45 Batch  394/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0203
Epoch  45 Batch  395/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9553, Loss: 0.0161
Epoch  45 Batch  396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0206
Epoch  45 Batch  397/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9606, Loss: 0.0211
Epoch  45 Batch  398/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0200
Epoch  45 Batch  399/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9652, Loss: 0.0197
Epoch  45 Batch  400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0186
Epoch  45 Batch  401/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0133
Epoch  45 Batch  402/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9513, Loss: 0.0170
Epoch  45 Batch  403/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0337
Epoch  45 Batch  404/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9517, Loss: 0.0230
Epoch  45 Batch  405/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9517, Loss: 0.0196
Epoch  45 Batch  406/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9517, Loss: 0.0169
Epoch  45 Batch  407/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  45 Batch  408/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0211
Epoch  45 Batch  409/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9517, Loss: 0.0206
Epoch  45 Batch  410/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9563, Loss: 0.0266
Epoch  45 Batch  411/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9563, Loss: 0.0197
Epoch  45 Batch  412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0174
Epoch  45 Batch  413/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0159
Epoch  45 Batch  414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0156
Epoch  45 Batch  415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9592, Loss: 0.0224
Epoch  45 Batch  416/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0158
Epoch  45 Batch  417/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0351
Epoch  45 Batch  418/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9645, Loss: 0.0157
Epoch  45 Batch  419/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0166
Epoch  45 Batch  420/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9560, Loss: 0.0121
Epoch  45 Batch  421/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9560, Loss: 0.0308
Epoch  45 Batch  422/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  45 Batch  423/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9560, Loss: 0.0215
Epoch  45 Batch  424/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0189
Epoch  45 Batch  425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9648, Loss: 0.0137
Epoch  45 Batch  426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0209
Epoch  45 Batch  427/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0184
Epoch  45 Batch  428/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9567, Loss: 0.0171
Epoch  45 Batch  429/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9595, Loss: 0.0116
Epoch  45 Batch  430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0150
Epoch  45 Batch  431/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0165
Epoch  45 Batch  432/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9489, Loss: 0.0200
Epoch  45 Batch  433/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9439, Loss: 0.0209
Epoch  45 Batch  434/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9411, Loss: 0.0159
Epoch  45 Batch  435/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9368, Loss: 0.0229
Epoch  45 Batch  436/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9368, Loss: 0.0238
Epoch  45 Batch  437/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9315, Loss: 0.0134
Epoch  45 Batch  438/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9343, Loss: 0.0141
Epoch  45 Batch  439/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9347, Loss: 0.0184
Epoch  45 Batch  440/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9300, Loss: 0.0217
Epoch  45 Batch  441/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9457, Loss: 0.0189
Epoch  45 Batch  442/1077 - Train Accuracy: 0.9330, Validation Accuracy: 0.9457, Loss: 0.0249
Epoch  45 Batch  443/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9496, Loss: 0.0160
Epoch  45 Batch  444/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9442, Loss: 0.0202
Epoch  45 Batch  445/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9446, Loss: 0.0215
Epoch  45 Batch  446/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9446, Loss: 0.0141
Epoch  45 Batch  447/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9450, Loss: 0.0174
Epoch  45 Batch  448/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9450, Loss: 0.0196
Epoch  45 Batch  449/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0231
Epoch  45 Batch  450/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0240
Epoch  45 Batch  451/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  45 Batch  452/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  45 Batch  453/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9489, Loss: 0.0212
Epoch  45 Batch  454/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9489, Loss: 0.0283
Epoch  45 Batch  455/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9467, Loss: 0.0209
Epoch  45 Batch  456/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0233
Epoch  45 Batch  457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  45 Batch  458/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9585, Loss: 0.0237
Epoch  45 Batch  459/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0189
Epoch  45 Batch  460/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0205
Epoch  45 Batch  461/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0177
Epoch  45 Batch  462/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9588, Loss: 0.0195
Epoch  45 Batch  463/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0205
Epoch  45 Batch  464/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0187
Epoch  45 Batch  465/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9581, Loss: 0.0273
Epoch  45 Batch  466/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0167
Epoch  45 Batch  467/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9553, Loss: 0.0184
Epoch  45 Batch  468/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9503, Loss: 0.0178
Epoch  45 Batch  469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9471, Loss: 0.0122
Epoch  45 Batch  470/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9482, Loss: 0.0201
Epoch  45 Batch  471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0128
Epoch  45 Batch  472/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9467, Loss: 0.0187
Epoch  45 Batch  473/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9496, Loss: 0.0157
Epoch  45 Batch  474/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0197
Epoch  45 Batch  475/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9496, Loss: 0.0192
Epoch  45 Batch  476/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0143
Epoch  45 Batch  477/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9439, Loss: 0.0187
Epoch  45 Batch  478/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9513, Loss: 0.0192
Epoch  45 Batch  479/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9563, Loss: 0.0221
Epoch  45 Batch  480/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9563, Loss: 0.0176
Epoch  45 Batch  481/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9563, Loss: 0.0180
Epoch  45 Batch  482/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9556, Loss: 0.0187
Epoch  45 Batch  483/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9553, Loss: 0.0249
Epoch  45 Batch  484/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0211
Epoch  45 Batch  485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0164
Epoch  45 Batch  486/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9556, Loss: 0.0179
Epoch  45 Batch  487/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9531, Loss: 0.0148
Epoch  45 Batch  488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9535, Loss: 0.0188
Epoch  45 Batch  489/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9482, Loss: 0.0188
Epoch  45 Batch  490/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9485, Loss: 0.0222
Epoch  45 Batch  491/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9411, Loss: 0.0289
Epoch  45 Batch  492/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9460, Loss: 0.0226
Epoch  45 Batch  493/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9460, Loss: 0.0130
Epoch  45 Batch  494/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9439, Loss: 0.0176
Epoch  45 Batch  495/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0192
Epoch  45 Batch  496/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  45 Batch  497/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9634, Loss: 0.0238
Epoch  45 Batch  498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0237
Epoch  45 Batch  499/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9634, Loss: 0.0191
Epoch  45 Batch  500/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9592, Loss: 0.0139
Epoch  45 Batch  501/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0151
Epoch  45 Batch  502/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0245
Epoch  45 Batch  503/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9538, Loss: 0.0157
Epoch  45 Batch  504/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  45 Batch  505/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0155
Epoch  45 Batch  506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0253
Epoch  45 Batch  507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9549, Loss: 0.0222
Epoch  45 Batch  508/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9542, Loss: 0.0125
Epoch  45 Batch  509/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0238
Epoch  45 Batch  510/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0159
Epoch  45 Batch  511/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0179
Epoch  45 Batch  512/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9503, Loss: 0.0154
Epoch  45 Batch  513/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9510, Loss: 0.0208
Epoch  45 Batch  514/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9531, Loss: 0.0166
Epoch  45 Batch  515/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0198
Epoch  45 Batch  516/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9521, Loss: 0.0197
Epoch  45 Batch  517/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0228
Epoch  45 Batch  518/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9517, Loss: 0.0186
Epoch  45 Batch  519/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0212
Epoch  45 Batch  520/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9457, Loss: 0.0163
Epoch  45 Batch  521/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9485, Loss: 0.0181
Epoch  45 Batch  522/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9524, Loss: 0.0238
Epoch  45 Batch  523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0206
Epoch  45 Batch  524/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9577, Loss: 0.0205
Epoch  45 Batch  525/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0195
Epoch  45 Batch  526/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0153
Epoch  45 Batch  527/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9556, Loss: 0.0193
Epoch  45 Batch  528/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9556, Loss: 0.0202
Epoch  45 Batch  529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9513, Loss: 0.0202
Epoch  45 Batch  530/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9517, Loss: 0.0185
Epoch  45 Batch  531/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9560, Loss: 0.0197
Epoch  45 Batch  532/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9531, Loss: 0.0274
Epoch  45 Batch  533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0166
Epoch  45 Batch  534/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9432, Loss: 0.0244
Epoch  45 Batch  535/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9460, Loss: 0.0190
Epoch  45 Batch  536/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9506, Loss: 0.0205
Epoch  45 Batch  537/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0138
Epoch  45 Batch  538/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  45 Batch  539/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0293
Epoch  45 Batch  540/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0128
Epoch  45 Batch  541/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9688, Loss: 0.0179
Epoch  45 Batch  542/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9688, Loss: 0.0208
Epoch  45 Batch  543/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0143
Epoch  45 Batch  544/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0089
Epoch  45 Batch  545/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  45 Batch  546/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9663, Loss: 0.0205
Epoch  45 Batch  547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9563, Loss: 0.0153
Epoch  45 Batch  548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0216
Epoch  45 Batch  549/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0179
Epoch  45 Batch  550/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9517, Loss: 0.0157
Epoch  45 Batch  551/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9517, Loss: 0.0233
Epoch  45 Batch  552/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9425, Loss: 0.0252
Epoch  45 Batch  553/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0289
Epoch  45 Batch  554/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0183
Epoch  45 Batch  555/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0160
Epoch  45 Batch  556/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0146
Epoch  45 Batch  557/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0157
Epoch  45 Batch  558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9538, Loss: 0.0140
Epoch  45 Batch  559/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0225
Epoch  45 Batch  560/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0224
Epoch  45 Batch  561/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9471, Loss: 0.0167
Epoch  45 Batch  562/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9464, Loss: 0.0129
Epoch  45 Batch  563/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9414, Loss: 0.0197
Epoch  45 Batch  564/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9364, Loss: 0.0249
Epoch  45 Batch  565/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9411, Loss: 0.0271
Epoch  45 Batch  566/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9457, Loss: 0.0210
Epoch  45 Batch  567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9457, Loss: 0.0169
Epoch  45 Batch  568/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9450, Loss: 0.0179
Epoch  45 Batch  569/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9570, Loss: 0.0197
Epoch  45 Batch  570/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9670, Loss: 0.0234
Epoch  45 Batch  571/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0127
Epoch  45 Batch  572/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0183
Epoch  45 Batch  573/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9631, Loss: 0.0330
Epoch  45 Batch  574/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  45 Batch  575/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9592, Loss: 0.0169
Epoch  45 Batch  576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9592, Loss: 0.0176
Epoch  45 Batch  577/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9592, Loss: 0.0204
Epoch  45 Batch  578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0159
Epoch  45 Batch  579/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0167
Epoch  45 Batch  580/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  45 Batch  581/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0135
Epoch  45 Batch  582/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0144
Epoch  45 Batch  583/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9688, Loss: 0.0216
Epoch  45 Batch  584/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0172
Epoch  45 Batch  585/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9638, Loss: 0.0112
Epoch  45 Batch  586/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0140
Epoch  45 Batch  587/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9631, Loss: 0.0223
Epoch  45 Batch  588/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9631, Loss: 0.0187
Epoch  45 Batch  589/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0170
Epoch  45 Batch  590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  45 Batch  591/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9677, Loss: 0.0217
Epoch  45 Batch  592/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  45 Batch  593/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9570, Loss: 0.0303
Epoch  45 Batch  594/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9613, Loss: 0.0222
Epoch  45 Batch  595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0213
Epoch  45 Batch  596/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0190
Epoch  45 Batch  597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0187
Epoch  45 Batch  598/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9684, Loss: 0.0205
Epoch  45 Batch  599/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0326
Epoch  45 Batch  600/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0231
Epoch  45 Batch  601/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  45 Batch  602/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0218
Epoch  45 Batch  603/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0174
Epoch  45 Batch  604/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0268
Epoch  45 Batch  605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0251
Epoch  45 Batch  606/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9666, Loss: 0.0150
Epoch  45 Batch  607/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9709, Loss: 0.0260
Epoch  45 Batch  608/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9645, Loss: 0.0250
Epoch  45 Batch  609/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0278
Epoch  45 Batch  610/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9581, Loss: 0.0280
Epoch  45 Batch  611/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0179
Epoch  45 Batch  612/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9595, Loss: 0.0151
Epoch  45 Batch  613/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9616, Loss: 0.0192
Epoch  45 Batch  614/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0212
Epoch  45 Batch  615/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0118
Epoch  45 Batch  616/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9613, Loss: 0.0169
Epoch  45 Batch  617/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0169
Epoch  45 Batch  618/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0233
Epoch  45 Batch  619/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0133
Epoch  45 Batch  620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9496, Loss: 0.0145
Epoch  45 Batch  621/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9446, Loss: 0.0216
Epoch  45 Batch  622/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9425, Loss: 0.0248
Epoch  45 Batch  623/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9471, Loss: 0.0261
Epoch  45 Batch  624/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9485, Loss: 0.0221
Epoch  45 Batch  625/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0187
Epoch  45 Batch  626/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9513, Loss: 0.0209
Epoch  45 Batch  627/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0155
Epoch  45 Batch  628/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0200
Epoch  45 Batch  629/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9613, Loss: 0.0186
Epoch  45 Batch  630/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9616, Loss: 0.0198
Epoch  45 Batch  631/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9620, Loss: 0.0247
Epoch  45 Batch  632/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0142
Epoch  45 Batch  633/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0225
Epoch  45 Batch  634/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9620, Loss: 0.0174
Epoch  45 Batch  635/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9620, Loss: 0.0239
Epoch  45 Batch  636/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0199
Epoch  45 Batch  637/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9592, Loss: 0.0192
Epoch  45 Batch  638/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9599, Loss: 0.0185
Epoch  45 Batch  639/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0267
Epoch  45 Batch  640/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0196
Epoch  45 Batch  641/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9556, Loss: 0.0181
Epoch  45 Batch  642/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9581, Loss: 0.0185
Epoch  45 Batch  643/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0136
Epoch  45 Batch  644/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0177
Epoch  45 Batch  645/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0228
Epoch  45 Batch  646/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  45 Batch  647/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9670, Loss: 0.0192
Epoch  45 Batch  648/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0150
Epoch  45 Batch  649/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9670, Loss: 0.0164
Epoch  45 Batch  650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0165
Epoch  45 Batch  651/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9673, Loss: 0.0149
Epoch  45 Batch  652/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9570, Loss: 0.0191
Epoch  45 Batch  653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9624, Loss: 0.0243
Epoch  45 Batch  654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  45 Batch  655/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9624, Loss: 0.0222
Epoch  45 Batch  656/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9535, Loss: 0.0241
Epoch  45 Batch  657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9485, Loss: 0.0236
Epoch  45 Batch  658/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0132
Epoch  45 Batch  659/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9506, Loss: 0.0164
Epoch  45 Batch  660/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0133
Epoch  45 Batch  661/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9528, Loss: 0.0193
Epoch  45 Batch  662/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9528, Loss: 0.0187
Epoch  45 Batch  663/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9506, Loss: 0.0147
Epoch  45 Batch  664/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0183
Epoch  45 Batch  665/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0124
Epoch  45 Batch  666/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9531, Loss: 0.0251
Epoch  45 Batch  667/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9531, Loss: 0.0195
Epoch  45 Batch  668/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0189
Epoch  45 Batch  669/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9467, Loss: 0.0147
Epoch  45 Batch  670/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9482, Loss: 0.0156
Epoch  45 Batch  671/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9482, Loss: 0.0210
Epoch  45 Batch  672/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9482, Loss: 0.0169
Epoch  45 Batch  673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9531, Loss: 0.0220
Epoch  45 Batch  674/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0205
Epoch  45 Batch  675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0249
Epoch  45 Batch  676/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9553, Loss: 0.0186
Epoch  45 Batch  677/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9503, Loss: 0.0201
Epoch  45 Batch  678/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9499, Loss: 0.0152
Epoch  45 Batch  679/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9499, Loss: 0.0149
Epoch  45 Batch  680/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9499, Loss: 0.0235
Epoch  45 Batch  681/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0206
Epoch  45 Batch  682/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9503, Loss: 0.0198
Epoch  45 Batch  683/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0139
Epoch  45 Batch  684/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9513, Loss: 0.0213
Epoch  45 Batch  685/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9506, Loss: 0.0252
Epoch  45 Batch  686/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9457, Loss: 0.0166
Epoch  45 Batch  687/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0176
Epoch  45 Batch  688/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0136
Epoch  45 Batch  689/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9602, Loss: 0.0127
Epoch  45 Batch  690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9577, Loss: 0.0212
Epoch  45 Batch  691/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9634, Loss: 0.0191
Epoch  45 Batch  692/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0216
Epoch  45 Batch  693/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9609, Loss: 0.0271
Epoch  45 Batch  694/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9705, Loss: 0.0172
Epoch  45 Batch  695/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9730, Loss: 0.0214
Epoch  45 Batch  696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9727, Loss: 0.0169
Epoch  45 Batch  697/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9677, Loss: 0.0183
Epoch  45 Batch  698/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  45 Batch  699/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9677, Loss: 0.0179
Epoch  45 Batch  700/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9620, Loss: 0.0166
Epoch  45 Batch  701/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0193
Epoch  45 Batch  702/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9620, Loss: 0.0272
Epoch  45 Batch  703/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0164
Epoch  45 Batch  704/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9620, Loss: 0.0286
Epoch  45 Batch  705/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9620, Loss: 0.0222
Epoch  45 Batch  706/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9727, Loss: 0.0368
Epoch  45 Batch  707/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0229
Epoch  45 Batch  708/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0187
Epoch  45 Batch  709/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9631, Loss: 0.0264
Epoch  45 Batch  710/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0143
Epoch  45 Batch  711/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0241
Epoch  45 Batch  712/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9613, Loss: 0.0148
Epoch  45 Batch  713/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9574, Loss: 0.0148
Epoch  45 Batch  714/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0212
Epoch  45 Batch  715/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9620, Loss: 0.0205
Epoch  45 Batch  716/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0185
Epoch  45 Batch  717/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9567, Loss: 0.0110
Epoch  45 Batch  718/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  45 Batch  719/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0209
Epoch  45 Batch  720/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  45 Batch  721/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  45 Batch  722/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9567, Loss: 0.0168
Epoch  45 Batch  723/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0202
Epoch  45 Batch  724/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0205
Epoch  45 Batch  725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0144
Epoch  45 Batch  726/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  45 Batch  727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0159
Epoch  45 Batch  728/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0201
Epoch  45 Batch  729/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0259
Epoch  45 Batch  730/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0271
Epoch  45 Batch  731/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9524, Loss: 0.0180
Epoch  45 Batch  732/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9524, Loss: 0.0180
Epoch  45 Batch  733/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0201
Epoch  45 Batch  734/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9506, Loss: 0.0156
Epoch  45 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9503, Loss: 0.0137
Epoch  45 Batch  736/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9503, Loss: 0.0169
Epoch  45 Batch  737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9453, Loss: 0.0222
Epoch  45 Batch  738/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9517, Loss: 0.0116
Epoch  45 Batch  739/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  45 Batch  740/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0157
Epoch  45 Batch  741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0250
Epoch  45 Batch  742/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0166
Epoch  45 Batch  743/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9577, Loss: 0.0178
Epoch  45 Batch  744/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9581, Loss: 0.0207
Epoch  45 Batch  745/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0204
Epoch  45 Batch  746/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0168
Epoch  45 Batch  747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9474, Loss: 0.0137
Epoch  45 Batch  748/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9517, Loss: 0.0175
Epoch  45 Batch  749/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  45 Batch  750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  45 Batch  751/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0173
Epoch  45 Batch  752/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  45 Batch  753/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0188
Epoch  45 Batch  754/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9606, Loss: 0.0191
Epoch  45 Batch  755/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0232
Epoch  45 Batch  756/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0198
Epoch  45 Batch  757/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0184
Epoch  45 Batch  758/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9602, Loss: 0.0128
Epoch  45 Batch  759/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9577, Loss: 0.0205
Epoch  45 Batch  760/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0201
Epoch  45 Batch  761/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0199
Epoch  45 Batch  762/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  45 Batch  763/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  45 Batch  764/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9581, Loss: 0.0156
Epoch  45 Batch  765/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9627, Loss: 0.0246
Epoch  45 Batch  766/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9631, Loss: 0.0267
Epoch  45 Batch  767/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0209
Epoch  45 Batch  768/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0155
Epoch  45 Batch  769/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0218
Epoch  45 Batch  770/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9588, Loss: 0.0257
Epoch  45 Batch  771/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0153
Epoch  45 Batch  772/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  45 Batch  773/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9581, Loss: 0.0209
Epoch  45 Batch  774/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9531, Loss: 0.0187
Epoch  45 Batch  775/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  45 Batch  776/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9517, Loss: 0.0192
Epoch  45 Batch  777/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9513, Loss: 0.0201
Epoch  45 Batch  778/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0225
Epoch  45 Batch  779/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0182
Epoch  45 Batch  780/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0292
Epoch  45 Batch  781/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0199
Epoch  45 Batch  782/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0175
Epoch  45 Batch  783/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9581, Loss: 0.0211
Epoch  45 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0140
Epoch  45 Batch  785/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0130
Epoch  45 Batch  786/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0172
Epoch  45 Batch  787/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9545, Loss: 0.0187
Epoch  45 Batch  788/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9560, Loss: 0.0238
Epoch  45 Batch  789/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9560, Loss: 0.0183
Epoch  45 Batch  790/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9506, Loss: 0.0232
Epoch  45 Batch  791/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0236
Epoch  45 Batch  792/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9460, Loss: 0.0196
Epoch  45 Batch  793/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9411, Loss: 0.0201
Epoch  45 Batch  794/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9411, Loss: 0.0154
Epoch  45 Batch  795/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0227
Epoch  45 Batch  796/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9499, Loss: 0.0194
Epoch  45 Batch  797/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  45 Batch  798/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9499, Loss: 0.0168
Epoch  45 Batch  799/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9499, Loss: 0.0279
Epoch  45 Batch  800/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0160
Epoch  45 Batch  801/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9453, Loss: 0.0190
Epoch  45 Batch  802/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9453, Loss: 0.0239
Epoch  45 Batch  803/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9474, Loss: 0.0151
Epoch  45 Batch  804/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9478, Loss: 0.0121
Epoch  45 Batch  805/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9528, Loss: 0.0163
Epoch  45 Batch  806/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9482, Loss: 0.0151
Epoch  45 Batch  807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9460, Loss: 0.0140
Epoch  45 Batch  808/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9460, Loss: 0.0308
Epoch  45 Batch  809/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9453, Loss: 0.0310
Epoch  45 Batch  810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9457, Loss: 0.0169
Epoch  45 Batch  811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9553, Loss: 0.0191
Epoch  45 Batch  812/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9457, Loss: 0.0176
Epoch  45 Batch  813/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9506, Loss: 0.0174
Epoch  45 Batch  814/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0176
Epoch  45 Batch  815/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0228
Epoch  45 Batch  816/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9595, Loss: 0.0147
Epoch  45 Batch  817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0181
Epoch  45 Batch  818/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9595, Loss: 0.0222
Epoch  45 Batch  819/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0172
Epoch  45 Batch  820/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0184
Epoch  45 Batch  821/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  45 Batch  822/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9510, Loss: 0.0138
Epoch  45 Batch  823/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9563, Loss: 0.0296
Epoch  45 Batch  824/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0257
Epoch  45 Batch  825/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9496, Loss: 0.0117
Epoch  45 Batch  826/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9496, Loss: 0.0149
Epoch  45 Batch  827/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  45 Batch  828/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9489, Loss: 0.0150
Epoch  45 Batch  829/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0254
Epoch  45 Batch  830/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9521, Loss: 0.0244
Epoch  45 Batch  831/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9542, Loss: 0.0218
Epoch  45 Batch  832/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0152
Epoch  45 Batch  833/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0207
Epoch  45 Batch  834/1077 - Train Accuracy: 0.9890, Validation Accuracy: 0.9581, Loss: 0.0192
Epoch  45 Batch  835/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9581, Loss: 0.0164
Epoch  45 Batch  836/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  45 Batch  837/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0220
Epoch  45 Batch  838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9592, Loss: 0.0180
Epoch  45 Batch  839/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9499, Loss: 0.0144
Epoch  45 Batch  840/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9503, Loss: 0.0204
Epoch  45 Batch  841/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0285
Epoch  45 Batch  842/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9457, Loss: 0.0137
Epoch  45 Batch  843/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9549, Loss: 0.0155
Epoch  45 Batch  844/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9620, Loss: 0.0174
Epoch  45 Batch  845/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0156
Epoch  45 Batch  846/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9663, Loss: 0.0249
Epoch  45 Batch  847/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9712, Loss: 0.0195
Epoch  45 Batch  848/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0184
Epoch  45 Batch  849/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9659, Loss: 0.0104
Epoch  45 Batch  850/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0296
Epoch  45 Batch  851/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9609, Loss: 0.0273
Epoch  45 Batch  852/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9709, Loss: 0.0259
Epoch  45 Batch  853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9688, Loss: 0.0192
Epoch  45 Batch  854/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9751, Loss: 0.0184
Epoch  45 Batch  855/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9698, Loss: 0.0193
Epoch  45 Batch  856/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9741, Loss: 0.0190
Epoch  45 Batch  857/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9762, Loss: 0.0157
Epoch  45 Batch  858/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9762, Loss: 0.0129
Epoch  45 Batch  859/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9719, Loss: 0.0202
Epoch  45 Batch  860/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9773, Loss: 0.0178
Epoch  45 Batch  861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9673, Loss: 0.0148
Epoch  45 Batch  862/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0188
Epoch  45 Batch  863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9613, Loss: 0.0145
Epoch  45 Batch  864/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9492, Loss: 0.0215
Epoch  45 Batch  865/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9492, Loss: 0.0233
Epoch  45 Batch  866/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0249
Epoch  45 Batch  867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9567, Loss: 0.0556
Epoch  45 Batch  868/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9666, Loss: 0.0213
Epoch  45 Batch  869/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9709, Loss: 0.0159
Epoch  45 Batch  870/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9705, Loss: 0.0181
Epoch  45 Batch  871/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0196
Epoch  45 Batch  872/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9656, Loss: 0.0185
Epoch  45 Batch  873/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9652, Loss: 0.0218
Epoch  45 Batch  874/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9659, Loss: 0.0206
Epoch  45 Batch  875/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9609, Loss: 0.0170
Epoch  45 Batch  876/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9538, Loss: 0.0173
Epoch  45 Batch  877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0156
Epoch  45 Batch  878/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0141
Epoch  45 Batch  879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9638, Loss: 0.0150
Epoch  45 Batch  880/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9585, Loss: 0.0193
Epoch  45 Batch  881/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  45 Batch  882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0162
Epoch  45 Batch  883/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9563, Loss: 0.0278
Epoch  45 Batch  884/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9549, Loss: 0.0230
Epoch  45 Batch  885/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9545, Loss: 0.0115
Epoch  45 Batch  886/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0212
Epoch  45 Batch  887/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0203
Epoch  45 Batch  888/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0229
Epoch  45 Batch  889/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9510, Loss: 0.0213
Epoch  45 Batch  890/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9460, Loss: 0.0189
Epoch  45 Batch  891/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9460, Loss: 0.0149
Epoch  45 Batch  892/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9510, Loss: 0.0222
Epoch  45 Batch  893/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0135
Epoch  45 Batch  894/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0184
Epoch  45 Batch  895/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0144
Epoch  45 Batch  896/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9563, Loss: 0.0177
Epoch  45 Batch  897/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9556, Loss: 0.0146
Epoch  45 Batch  898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9560, Loss: 0.0198
Epoch  45 Batch  899/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0220
Epoch  45 Batch  900/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0200
Epoch  45 Batch  901/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0330
Epoch  45 Batch  902/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0224
Epoch  45 Batch  903/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  45 Batch  904/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0190
Epoch  45 Batch  905/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9624, Loss: 0.0180
Epoch  45 Batch  906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9620, Loss: 0.0142
Epoch  45 Batch  907/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0193
Epoch  45 Batch  908/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0182
Epoch  45 Batch  909/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9698, Loss: 0.0245
Epoch  45 Batch  910/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9698, Loss: 0.0231
Epoch  45 Batch  911/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9748, Loss: 0.0218
Epoch  45 Batch  912/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9751, Loss: 0.0176
Epoch  45 Batch  913/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9751, Loss: 0.0261
Epoch  45 Batch  914/1077 - Train Accuracy: 0.9603, Validation Accuracy: 0.9751, Loss: 0.0499
Epoch  45 Batch  915/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9751, Loss: 0.0183
Epoch  45 Batch  916/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9723, Loss: 0.0200
Epoch  45 Batch  917/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0245
Epoch  45 Batch  918/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0162
Epoch  45 Batch  919/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9588, Loss: 0.0155
Epoch  45 Batch  920/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0145
Epoch  45 Batch  921/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9634, Loss: 0.0187
Epoch  45 Batch  922/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9634, Loss: 0.0160
Epoch  45 Batch  923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9634, Loss: 0.0124
Epoch  45 Batch  924/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9631, Loss: 0.0221
Epoch  45 Batch  925/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9677, Loss: 0.0149
Epoch  45 Batch  926/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9677, Loss: 0.0182
Epoch  45 Batch  927/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0271
Epoch  45 Batch  928/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0192
Epoch  45 Batch  929/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  45 Batch  930/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0148
Epoch  45 Batch  931/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0165
Epoch  45 Batch  932/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  45 Batch  933/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9627, Loss: 0.0204
Epoch  45 Batch  934/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  45 Batch  935/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0138
Epoch  45 Batch  936/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0185
Epoch  45 Batch  937/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9737, Loss: 0.0270
Epoch  45 Batch  938/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9734, Loss: 0.0243
Epoch  45 Batch  939/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9616, Loss: 0.0229
Epoch  45 Batch  940/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0175
Epoch  45 Batch  941/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0171
Epoch  45 Batch  942/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0254
Epoch  45 Batch  943/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0147
Epoch  45 Batch  944/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0187
Epoch  45 Batch  945/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  45 Batch  946/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9613, Loss: 0.0141
Epoch  45 Batch  947/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9613, Loss: 0.0185
Epoch  45 Batch  948/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9609, Loss: 0.0180
Epoch  45 Batch  949/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0149
Epoch  45 Batch  950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9656, Loss: 0.0166
Epoch  45 Batch  951/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9659, Loss: 0.0189
Epoch  45 Batch  952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0115
Epoch  45 Batch  953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9645, Loss: 0.0163
Epoch  45 Batch  954/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9698, Loss: 0.0245
Epoch  45 Batch  955/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9663, Loss: 0.0193
Epoch  45 Batch  956/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9620, Loss: 0.0214
Epoch  45 Batch  957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9620, Loss: 0.0148
Epoch  45 Batch  958/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0203
Epoch  45 Batch  959/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0219
Epoch  45 Batch  960/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9545, Loss: 0.0179
Epoch  45 Batch  961/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  45 Batch  962/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9588, Loss: 0.0231
Epoch  45 Batch  963/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9680, Loss: 0.0236
Epoch  45 Batch  964/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0161
Epoch  45 Batch  965/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9588, Loss: 0.0298
Epoch  45 Batch  966/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  45 Batch  967/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9588, Loss: 0.0218
Epoch  45 Batch  968/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0269
Epoch  45 Batch  969/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9631, Loss: 0.0250
Epoch  45 Batch  970/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9482, Loss: 0.0188
Epoch  45 Batch  971/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9382, Loss: 0.0255
Epoch  45 Batch  972/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9329, Loss: 0.0227
Epoch  45 Batch  973/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9311, Loss: 0.0147
Epoch  45 Batch  974/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9513, Loss: 0.0183
Epoch  45 Batch  975/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9656, Loss: 0.0174
Epoch  45 Batch  976/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0142
Epoch  45 Batch  977/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0121
Epoch  45 Batch  978/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0238
Epoch  45 Batch  979/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9510, Loss: 0.0185
Epoch  45 Batch  980/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0194
Epoch  45 Batch  981/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9545, Loss: 0.0223
Epoch  45 Batch  982/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9496, Loss: 0.0216
Epoch  45 Batch  983/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  45 Batch  984/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9634, Loss: 0.0291
Epoch  45 Batch  985/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9634, Loss: 0.0122
Epoch  45 Batch  986/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9634, Loss: 0.0176
Epoch  45 Batch  987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9634, Loss: 0.0267
Epoch  45 Batch  988/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0214
Epoch  45 Batch  989/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0182
Epoch  45 Batch  990/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9474, Loss: 0.0214
Epoch  45 Batch  991/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0194
Epoch  45 Batch  992/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9407, Loss: 0.0259
Epoch  45 Batch  993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9407, Loss: 0.0165
Epoch  45 Batch  994/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9403, Loss: 0.0141
Epoch  45 Batch  995/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9400, Loss: 0.0161
Epoch  45 Batch  996/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9400, Loss: 0.0231
Epoch  45 Batch  997/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9403, Loss: 0.0251
Epoch  45 Batch  998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9396, Loss: 0.0186
Epoch  45 Batch  999/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9482, Loss: 0.0206
Epoch  45 Batch 1000/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0205
Epoch  45 Batch 1001/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9460, Loss: 0.0150
Epoch  45 Batch 1002/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9485, Loss: 0.0135
Epoch  45 Batch 1003/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0200
Epoch  45 Batch 1004/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  45 Batch 1005/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9588, Loss: 0.0172
Epoch  45 Batch 1006/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  45 Batch 1007/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9613, Loss: 0.0166
Epoch  45 Batch 1008/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0190
Epoch  45 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0130
Epoch  45 Batch 1010/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  45 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9560, Loss: 0.0168
Epoch  45 Batch 1012/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9510, Loss: 0.0195
Epoch  45 Batch 1013/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0151
Epoch  45 Batch 1014/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0153
Epoch  45 Batch 1015/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9506, Loss: 0.0264
Epoch  45 Batch 1016/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9503, Loss: 0.0159
Epoch  45 Batch 1017/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9549, Loss: 0.0176
Epoch  45 Batch 1018/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9560, Loss: 0.0232
Epoch  45 Batch 1019/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9538, Loss: 0.0297
Epoch  45 Batch 1020/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0185
Epoch  45 Batch 1021/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9535, Loss: 0.0185
Epoch  45 Batch 1022/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9535, Loss: 0.0181
Epoch  45 Batch 1023/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9545, Loss: 0.0216
Epoch  45 Batch 1024/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0263
Epoch  45 Batch 1025/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9588, Loss: 0.0205
Epoch  45 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9659, Loss: 0.0213
Epoch  45 Batch 1027/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  45 Batch 1028/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9513, Loss: 0.0201
Epoch  45 Batch 1029/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0169
Epoch  45 Batch 1030/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9638, Loss: 0.0138
Epoch  45 Batch 1031/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9688, Loss: 0.0256
Epoch  45 Batch 1032/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9684, Loss: 0.0222
Epoch  45 Batch 1033/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9684, Loss: 0.0197
Epoch  45 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0164
Epoch  45 Batch 1035/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9631, Loss: 0.0127
Epoch  45 Batch 1036/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  45 Batch 1037/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  45 Batch 1038/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9567, Loss: 0.0253
Epoch  45 Batch 1039/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9609, Loss: 0.0187
Epoch  45 Batch 1040/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0173
Epoch  45 Batch 1041/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0262
Epoch  45 Batch 1042/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0170
Epoch  45 Batch 1043/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0281
Epoch  45 Batch 1044/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0200
Epoch  45 Batch 1045/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9545, Loss: 0.0186
Epoch  45 Batch 1046/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9545, Loss: 0.0141
Epoch  45 Batch 1047/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0148
Epoch  45 Batch 1048/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0221
Epoch  45 Batch 1049/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9556, Loss: 0.0188
Epoch  45 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0118
Epoch  45 Batch 1051/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0247
Epoch  45 Batch 1052/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9631, Loss: 0.0148
Epoch  45 Batch 1053/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9680, Loss: 0.0205
Epoch  45 Batch 1054/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9680, Loss: 0.0183
Epoch  45 Batch 1055/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0238
Epoch  45 Batch 1056/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0155
Epoch  45 Batch 1057/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9709, Loss: 0.0162
Epoch  45 Batch 1058/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9659, Loss: 0.0187
Epoch  45 Batch 1059/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9659, Loss: 0.0188
Epoch  45 Batch 1060/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  45 Batch 1061/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9663, Loss: 0.0277
Epoch  45 Batch 1062/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9659, Loss: 0.0252
Epoch  45 Batch 1063/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0230
Epoch  45 Batch 1064/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  45 Batch 1065/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0180
Epoch  45 Batch 1066/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0160
Epoch  45 Batch 1067/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  45 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0150
Epoch  45 Batch 1069/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0115
Epoch  45 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0170
Epoch  45 Batch 1071/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9723, Loss: 0.0233
Epoch  45 Batch 1072/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0160
Epoch  45 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0184
Epoch  45 Batch 1074/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9727, Loss: 0.0235
Epoch  45 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9677, Loss: 0.0225
Epoch  46 Batch    1/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0145
Epoch  46 Batch    2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  46 Batch    3/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0255
Epoch  46 Batch    4/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0152
Epoch  46 Batch    5/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0266
Epoch  46 Batch    6/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0145
Epoch  46 Batch    7/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9638, Loss: 0.0199
Epoch  46 Batch    8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0237
Epoch  46 Batch    9/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0182
Epoch  46 Batch   10/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9634, Loss: 0.0219
Epoch  46 Batch   11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9634, Loss: 0.0289
Epoch  46 Batch   12/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0152
Epoch  46 Batch   13/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9680, Loss: 0.0270
Epoch  46 Batch   14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9659, Loss: 0.0165
Epoch  46 Batch   15/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0143
Epoch  46 Batch   16/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9684, Loss: 0.0209
Epoch  46 Batch   17/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9595, Loss: 0.0198
Epoch  46 Batch   18/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0139
Epoch  46 Batch   19/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0185
Epoch  46 Batch   20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0158
Epoch  46 Batch   21/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201
Epoch  46 Batch   22/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0208
Epoch  46 Batch   23/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0133
Epoch  46 Batch   24/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0222
Epoch  46 Batch   25/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9474, Loss: 0.0135
Epoch  46 Batch   26/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9524, Loss: 0.0214
Epoch  46 Batch   27/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0123
Epoch  46 Batch   28/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  46 Batch   29/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0195
Epoch  46 Batch   30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0152
Epoch  46 Batch   31/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0176
Epoch  46 Batch   32/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0140
Epoch  46 Batch   33/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0127
Epoch  46 Batch   34/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0230
Epoch  46 Batch   35/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0203
Epoch  46 Batch   36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0175
Epoch  46 Batch   37/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0203
Epoch  46 Batch   38/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9663, Loss: 0.0263
Epoch  46 Batch   39/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9663, Loss: 0.0240
Epoch  46 Batch   40/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0129
Epoch  46 Batch   41/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0177
Epoch  46 Batch   42/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0254
Epoch  46 Batch   43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9613, Loss: 0.0103
Epoch  46 Batch   44/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9606, Loss: 0.0131
Epoch  46 Batch   45/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0185
Epoch  46 Batch   46/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9581, Loss: 0.0252
Epoch  46 Batch   47/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9560, Loss: 0.0206
Epoch  46 Batch   48/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9560, Loss: 0.0243
Epoch  46 Batch   49/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9510, Loss: 0.0275
Epoch  46 Batch   50/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9510, Loss: 0.0184
Epoch  46 Batch   51/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0197
Epoch  46 Batch   52/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  46 Batch   53/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0171
Epoch  46 Batch   54/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0382
Epoch  46 Batch   55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9570, Loss: 0.0161
Epoch  46 Batch   56/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  46 Batch   57/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0219
Epoch  46 Batch   58/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9549, Loss: 0.0172
Epoch  46 Batch   59/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9549, Loss: 0.0235
Epoch  46 Batch   60/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9499, Loss: 0.0110
Epoch  46 Batch   61/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0172
Epoch  46 Batch   62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0236
Epoch  46 Batch   63/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9513, Loss: 0.0166
Epoch  46 Batch   64/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9474, Loss: 0.0155
Epoch  46 Batch   65/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9549, Loss: 0.0169
Epoch  46 Batch   66/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9556, Loss: 0.0111
Epoch  46 Batch   67/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9560, Loss: 0.0193
Epoch  46 Batch   68/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0262
Epoch  46 Batch   69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0265
Epoch  46 Batch   70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9698, Loss: 0.0238
Epoch  46 Batch   71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9656, Loss: 0.0120
Epoch  46 Batch   72/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9705, Loss: 0.0192
Epoch  46 Batch   73/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9705, Loss: 0.0178
Epoch  46 Batch   74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0184
Epoch  46 Batch   75/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0298
Epoch  46 Batch   76/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9538, Loss: 0.0188
Epoch  46 Batch   77/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9563, Loss: 0.0184
Epoch  46 Batch   78/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9545, Loss: 0.0185
Epoch  46 Batch   79/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0151
Epoch  46 Batch   80/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  46 Batch   81/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0139
Epoch  46 Batch   82/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9574, Loss: 0.0174
Epoch  46 Batch   83/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0150
Epoch  46 Batch   84/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0204
Epoch  46 Batch   85/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0154
Epoch  46 Batch   86/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0202
Epoch  46 Batch   87/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9620, Loss: 0.0247
Epoch  46 Batch   88/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9624, Loss: 0.0249
Epoch  46 Batch   89/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9620, Loss: 0.0195
Epoch  46 Batch   90/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9570, Loss: 0.0172
Epoch  46 Batch   91/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0173
Epoch  46 Batch   92/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9560, Loss: 0.0193
Epoch  46 Batch   93/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  46 Batch   94/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  46 Batch   95/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  46 Batch   96/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0202
Epoch  46 Batch   97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0239
Epoch  46 Batch   98/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9538, Loss: 0.0227
Epoch  46 Batch   99/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9513, Loss: 0.0168
Epoch  46 Batch  100/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0146
Epoch  46 Batch  101/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  46 Batch  102/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9524, Loss: 0.0139
Epoch  46 Batch  103/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9574, Loss: 0.0218
Epoch  46 Batch  104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9599, Loss: 0.0205
Epoch  46 Batch  105/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0152
Epoch  46 Batch  106/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  46 Batch  107/1077 - Train Accuracy: 0.9345, Validation Accuracy: 0.9577, Loss: 0.0215
Epoch  46 Batch  108/1077 - Train Accuracy: 0.9489, Validation Accuracy: 0.9631, Loss: 0.0269
Epoch  46 Batch  109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0164
Epoch  46 Batch  110/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9684, Loss: 0.0154
Epoch  46 Batch  111/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9709, Loss: 0.0146
Epoch  46 Batch  112/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9716, Loss: 0.0173
Epoch  46 Batch  113/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9716, Loss: 0.0241
Epoch  46 Batch  114/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9666, Loss: 0.0153
Epoch  46 Batch  115/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0231
Epoch  46 Batch  116/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9695, Loss: 0.0275
Epoch  46 Batch  117/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9698, Loss: 0.0148
Epoch  46 Batch  118/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0154
Epoch  46 Batch  119/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0115
Epoch  46 Batch  120/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0237
Epoch  46 Batch  121/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0200
Epoch  46 Batch  122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9691, Loss: 0.0220
Epoch  46 Batch  123/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0138
Epoch  46 Batch  124/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0204
Epoch  46 Batch  125/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0242
Epoch  46 Batch  126/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9652, Loss: 0.0181
Epoch  46 Batch  127/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0213
Epoch  46 Batch  128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0225
Epoch  46 Batch  129/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0221
Epoch  46 Batch  130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  46 Batch  131/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9709, Loss: 0.0168
Epoch  46 Batch  132/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0169
Epoch  46 Batch  133/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9624, Loss: 0.0139
Epoch  46 Batch  134/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9545, Loss: 0.0181
Epoch  46 Batch  135/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9549, Loss: 0.0211
Epoch  46 Batch  136/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0141
Epoch  46 Batch  137/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  46 Batch  138/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9648, Loss: 0.0238
Epoch  46 Batch  139/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9698, Loss: 0.0172
Epoch  46 Batch  140/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  46 Batch  141/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9691, Loss: 0.0162
Epoch  46 Batch  142/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0211
Epoch  46 Batch  143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9691, Loss: 0.0189
Epoch  46 Batch  144/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9638, Loss: 0.0233
Epoch  46 Batch  145/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  46 Batch  146/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9656, Loss: 0.0546
Epoch  46 Batch  147/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  46 Batch  148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9688, Loss: 0.0235
Epoch  46 Batch  149/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0158
Epoch  46 Batch  150/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9691, Loss: 0.0174
Epoch  46 Batch  151/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9581, Loss: 0.0134
Epoch  46 Batch  152/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0212
Epoch  46 Batch  153/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0275
Epoch  46 Batch  154/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0157
Epoch  46 Batch  155/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9489, Loss: 0.0184
Epoch  46 Batch  156/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9613, Loss: 0.0159
Epoch  46 Batch  157/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  46 Batch  158/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0187
Epoch  46 Batch  159/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9567, Loss: 0.0177
Epoch  46 Batch  160/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9677, Loss: 0.0163
Epoch  46 Batch  161/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9723, Loss: 0.0123
Epoch  46 Batch  162/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  46 Batch  163/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9577, Loss: 0.0262
Epoch  46 Batch  164/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0189
Epoch  46 Batch  165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0255
Epoch  46 Batch  166/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0194
Epoch  46 Batch  167/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  46 Batch  168/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0229
Epoch  46 Batch  169/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9631, Loss: 0.0169
Epoch  46 Batch  170/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9631, Loss: 0.0198
Epoch  46 Batch  171/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9631, Loss: 0.0159
Epoch  46 Batch  172/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  46 Batch  173/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9567, Loss: 0.0215
Epoch  46 Batch  174/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0129
Epoch  46 Batch  175/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9577, Loss: 0.0240
Epoch  46 Batch  176/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  46 Batch  177/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9677, Loss: 0.0167
Epoch  46 Batch  178/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9602, Loss: 0.0199
Epoch  46 Batch  179/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0179
Epoch  46 Batch  180/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9510, Loss: 0.0136
Epoch  46 Batch  181/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9510, Loss: 0.0198
Epoch  46 Batch  182/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9464, Loss: 0.0228
Epoch  46 Batch  183/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9460, Loss: 0.0179
Epoch  46 Batch  184/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0222
Epoch  46 Batch  185/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0203
Epoch  46 Batch  186/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9545, Loss: 0.0209
Epoch  46 Batch  187/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9524, Loss: 0.0123
Epoch  46 Batch  188/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9457, Loss: 0.0170
Epoch  46 Batch  189/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9503, Loss: 0.0157
Epoch  46 Batch  190/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0148
Epoch  46 Batch  191/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9556, Loss: 0.0137
Epoch  46 Batch  192/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  46 Batch  193/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0151
Epoch  46 Batch  194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9538, Loss: 0.0114
Epoch  46 Batch  195/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9510, Loss: 0.0167
Epoch  46 Batch  196/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0124
Epoch  46 Batch  197/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  46 Batch  198/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0212
Epoch  46 Batch  199/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0156
Epoch  46 Batch  200/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0171
Epoch  46 Batch  201/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0172
Epoch  46 Batch  202/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  46 Batch  203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  46 Batch  204/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0351
Epoch  46 Batch  205/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9524, Loss: 0.0253
Epoch  46 Batch  206/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0141
Epoch  46 Batch  207/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0168
Epoch  46 Batch  208/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9609, Loss: 0.0203
Epoch  46 Batch  209/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0135
Epoch  46 Batch  210/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9656, Loss: 0.0181
Epoch  46 Batch  211/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0155
Epoch  46 Batch  212/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9563, Loss: 0.0155
Epoch  46 Batch  213/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  46 Batch  214/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0128
Epoch  46 Batch  215/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9638, Loss: 0.0229
Epoch  46 Batch  216/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  46 Batch  217/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  46 Batch  218/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9592, Loss: 0.0217
Epoch  46 Batch  219/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9680, Loss: 0.0122
Epoch  46 Batch  220/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9705, Loss: 0.0172
Epoch  46 Batch  221/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9663, Loss: 0.0170
Epoch  46 Batch  222/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9620, Loss: 0.0173
Epoch  46 Batch  223/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9659, Loss: 0.0156
Epoch  46 Batch  224/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0145
Epoch  46 Batch  225/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9609, Loss: 0.0209
Epoch  46 Batch  226/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  46 Batch  227/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0192
Epoch  46 Batch  228/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0136
Epoch  46 Batch  229/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  46 Batch  230/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  46 Batch  231/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0211
Epoch  46 Batch  232/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9556, Loss: 0.0127
Epoch  46 Batch  233/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0221
Epoch  46 Batch  234/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0205
Epoch  46 Batch  235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9560, Loss: 0.0217
Epoch  46 Batch  236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  46 Batch  237/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  46 Batch  238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0160
Epoch  46 Batch  239/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0132
Epoch  46 Batch  240/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0145
Epoch  46 Batch  241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  46 Batch  242/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0144
Epoch  46 Batch  243/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9656, Loss: 0.0243
Epoch  46 Batch  244/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9698, Loss: 0.0206
Epoch  46 Batch  245/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0138
Epoch  46 Batch  246/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0202
Epoch  46 Batch  247/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9656, Loss: 0.0196
Epoch  46 Batch  248/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9702, Loss: 0.0183
Epoch  46 Batch  249/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9748, Loss: 0.0127
Epoch  46 Batch  250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9748, Loss: 0.0193
Epoch  46 Batch  251/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9751, Loss: 0.0240
Epoch  46 Batch  252/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9748, Loss: 0.0224
Epoch  46 Batch  253/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9695, Loss: 0.0213
Epoch  46 Batch  254/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0223
Epoch  46 Batch  255/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  46 Batch  256/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0332
Epoch  46 Batch  257/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9727, Loss: 0.0183
Epoch  46 Batch  258/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9766, Loss: 0.0197
Epoch  46 Batch  259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9819, Loss: 0.0176
Epoch  46 Batch  260/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9822, Loss: 0.0146
Epoch  46 Batch  261/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9755, Loss: 0.0208
Epoch  46 Batch  262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9730, Loss: 0.0171
Epoch  46 Batch  263/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9730, Loss: 0.0131
Epoch  46 Batch  264/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0160
Epoch  46 Batch  265/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0162
Epoch  46 Batch  266/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9599, Loss: 0.0206
Epoch  46 Batch  267/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9549, Loss: 0.0162
Epoch  46 Batch  268/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0227
Epoch  46 Batch  269/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0255
Epoch  46 Batch  270/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0246
Epoch  46 Batch  271/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9496, Loss: 0.0191
Epoch  46 Batch  272/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9560, Loss: 0.0428
Epoch  46 Batch  273/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0159
Epoch  46 Batch  274/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9567, Loss: 0.0204
Epoch  46 Batch  275/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9549, Loss: 0.0170
Epoch  46 Batch  276/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0266
Epoch  46 Batch  277/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9482, Loss: 0.0149
Epoch  46 Batch  278/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0235
Epoch  46 Batch  279/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0254
Epoch  46 Batch  280/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0235
Epoch  46 Batch  281/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  46 Batch  282/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9560, Loss: 0.0222
Epoch  46 Batch  283/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0167
Epoch  46 Batch  284/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  46 Batch  285/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0211
Epoch  46 Batch  286/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  46 Batch  287/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9567, Loss: 0.0247
Epoch  46 Batch  288/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0279
Epoch  46 Batch  289/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0143
Epoch  46 Batch  290/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0295
Epoch  46 Batch  291/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9570, Loss: 0.0312
Epoch  46 Batch  292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9489, Loss: 0.0168
Epoch  46 Batch  293/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9467, Loss: 0.0134
Epoch  46 Batch  294/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9521, Loss: 0.0201
Epoch  46 Batch  295/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9521, Loss: 0.0183
Epoch  46 Batch  296/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9624, Loss: 0.0173
Epoch  46 Batch  297/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9624, Loss: 0.0226
Epoch  46 Batch  298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9673, Loss: 0.0266
Epoch  46 Batch  299/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9673, Loss: 0.0202
Epoch  46 Batch  300/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9716, Loss: 0.0150
Epoch  46 Batch  301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0147
Epoch  46 Batch  302/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0183
Epoch  46 Batch  303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0231
Epoch  46 Batch  304/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9656, Loss: 0.0202
Epoch  46 Batch  305/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0148
Epoch  46 Batch  306/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9652, Loss: 0.0313
Epoch  46 Batch  307/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9489, Loss: 0.0187
Epoch  46 Batch  308/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  46 Batch  309/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9553, Loss: 0.0124
Epoch  46 Batch  310/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9553, Loss: 0.0166
Epoch  46 Batch  311/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0167
Epoch  46 Batch  312/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0251
Epoch  46 Batch  313/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9513, Loss: 0.0149
Epoch  46 Batch  314/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9513, Loss: 0.0245
Epoch  46 Batch  315/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9513, Loss: 0.0170
Epoch  46 Batch  316/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9485, Loss: 0.0186
Epoch  46 Batch  317/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9545, Loss: 0.0181
Epoch  46 Batch  318/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9549, Loss: 0.0117
Epoch  46 Batch  319/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0192
Epoch  46 Batch  320/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9499, Loss: 0.0275
Epoch  46 Batch  321/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0156
Epoch  46 Batch  322/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0147
Epoch  46 Batch  323/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0191
Epoch  46 Batch  324/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9574, Loss: 0.0160
Epoch  46 Batch  325/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9574, Loss: 0.0186
Epoch  46 Batch  326/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9513, Loss: 0.0158
Epoch  46 Batch  327/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9474, Loss: 0.0248
Epoch  46 Batch  328/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9521, Loss: 0.0188
Epoch  46 Batch  329/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9524, Loss: 0.0173
Epoch  46 Batch  330/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0172
Epoch  46 Batch  331/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0193
Epoch  46 Batch  332/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  46 Batch  333/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9517, Loss: 0.0134
Epoch  46 Batch  334/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0154
Epoch  46 Batch  335/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0296
Epoch  46 Batch  336/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0571
Epoch  46 Batch  337/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0223
Epoch  46 Batch  338/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9535, Loss: 0.0282
Epoch  46 Batch  339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9553, Loss: 0.0117
Epoch  46 Batch  340/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9577, Loss: 0.0183
Epoch  46 Batch  341/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0260
Epoch  46 Batch  342/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9585, Loss: 0.0131
Epoch  46 Batch  343/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9585, Loss: 0.0244
Epoch  46 Batch  344/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9585, Loss: 0.0218
Epoch  46 Batch  345/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9585, Loss: 0.0137
Epoch  46 Batch  346/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0159
Epoch  46 Batch  347/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0140
Epoch  46 Batch  348/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9418, Loss: 0.0173
Epoch  46 Batch  349/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9457, Loss: 0.0205
Epoch  46 Batch  350/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0146
Epoch  46 Batch  351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9460, Loss: 0.0191
Epoch  46 Batch  352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9460, Loss: 0.0140
Epoch  46 Batch  353/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0174
Epoch  46 Batch  354/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9421, Loss: 0.0178
Epoch  46 Batch  355/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9403, Loss: 0.0195
Epoch  46 Batch  356/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9411, Loss: 0.0161
Epoch  46 Batch  357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9482, Loss: 0.0220
Epoch  46 Batch  358/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9478, Loss: 0.0197
Epoch  46 Batch  359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0177
Epoch  46 Batch  360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9524, Loss: 0.0181
Epoch  46 Batch  361/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  46 Batch  362/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0229
Epoch  46 Batch  363/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9513, Loss: 0.0218
Epoch  46 Batch  364/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9513, Loss: 0.0260
Epoch  46 Batch  365/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9513, Loss: 0.0101
Epoch  46 Batch  366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0149
Epoch  46 Batch  367/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9510, Loss: 0.0121
Epoch  46 Batch  368/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9474, Loss: 0.0161
Epoch  46 Batch  369/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9464, Loss: 0.0165
Epoch  46 Batch  370/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  46 Batch  371/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0146
Epoch  46 Batch  372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0170
Epoch  46 Batch  373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0111
Epoch  46 Batch  374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0277
Epoch  46 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9457, Loss: 0.0177
Epoch  46 Batch  376/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9503, Loss: 0.0215
Epoch  46 Batch  377/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9482, Loss: 0.0200
Epoch  46 Batch  378/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0145
Epoch  46 Batch  379/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9531, Loss: 0.0247
Epoch  46 Batch  380/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9435, Loss: 0.0169
Epoch  46 Batch  381/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9418, Loss: 0.0209
Epoch  46 Batch  382/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9418, Loss: 0.0242
Epoch  46 Batch  383/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9421, Loss: 0.0188
Epoch  46 Batch  384/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9428, Loss: 0.0160
Epoch  46 Batch  385/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9425, Loss: 0.0136
Epoch  46 Batch  386/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9425, Loss: 0.0148
Epoch  46 Batch  387/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0170
Epoch  46 Batch  388/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9521, Loss: 0.0284
Epoch  46 Batch  389/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9538, Loss: 0.0178
Epoch  46 Batch  390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0249
Epoch  46 Batch  391/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9506, Loss: 0.0183
Epoch  46 Batch  392/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9506, Loss: 0.0256
Epoch  46 Batch  393/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9556, Loss: 0.0165
Epoch  46 Batch  394/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9556, Loss: 0.0212
Epoch  46 Batch  395/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  46 Batch  396/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0192
Epoch  46 Batch  397/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  46 Batch  398/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9528, Loss: 0.0159
Epoch  46 Batch  399/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9549, Loss: 0.0188
Epoch  46 Batch  400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9595, Loss: 0.0172
Epoch  46 Batch  401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  46 Batch  402/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9606, Loss: 0.0156
Epoch  46 Batch  403/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9659, Loss: 0.0299
Epoch  46 Batch  404/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9556, Loss: 0.0220
Epoch  46 Batch  405/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9556, Loss: 0.0223
Epoch  46 Batch  406/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9535, Loss: 0.0178
Epoch  46 Batch  407/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9489, Loss: 0.0207
Epoch  46 Batch  408/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9442, Loss: 0.0230
Epoch  46 Batch  409/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9442, Loss: 0.0237
Epoch  46 Batch  410/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9442, Loss: 0.0300
Epoch  46 Batch  411/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9485, Loss: 0.0194
Epoch  46 Batch  412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9439, Loss: 0.0165
Epoch  46 Batch  413/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9464, Loss: 0.0147
Epoch  46 Batch  414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0159
Epoch  46 Batch  415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0212
Epoch  46 Batch  416/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0152
Epoch  46 Batch  417/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0280
Epoch  46 Batch  418/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9627, Loss: 0.0198
Epoch  46 Batch  419/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9556, Loss: 0.0198
Epoch  46 Batch  420/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9556, Loss: 0.0119
Epoch  46 Batch  421/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9599, Loss: 0.0280
Epoch  46 Batch  422/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9599, Loss: 0.0171
Epoch  46 Batch  423/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9602, Loss: 0.0218
Epoch  46 Batch  424/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9602, Loss: 0.0166
Epoch  46 Batch  425/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9599, Loss: 0.0126
Epoch  46 Batch  426/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0214
Epoch  46 Batch  427/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9634, Loss: 0.0175
Epoch  46 Batch  428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9680, Loss: 0.0173
Epoch  46 Batch  429/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9709, Loss: 0.0115
Epoch  46 Batch  430/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9695, Loss: 0.0178
Epoch  46 Batch  431/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9702, Loss: 0.0146
Epoch  46 Batch  432/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9702, Loss: 0.0204
Epoch  46 Batch  433/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0195
Epoch  46 Batch  434/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0144
Epoch  46 Batch  435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0253
Epoch  46 Batch  436/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9545, Loss: 0.0185
Epoch  46 Batch  437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0164
Epoch  46 Batch  438/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9496, Loss: 0.0151
Epoch  46 Batch  439/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0173
Epoch  46 Batch  440/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9446, Loss: 0.0187
Epoch  46 Batch  441/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9446, Loss: 0.0194
Epoch  46 Batch  442/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9450, Loss: 0.0236
Epoch  46 Batch  443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9467, Loss: 0.0162
Epoch  46 Batch  444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9471, Loss: 0.0158
Epoch  46 Batch  445/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9567, Loss: 0.0203
Epoch  46 Batch  446/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0127
Epoch  46 Batch  447/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9567, Loss: 0.0148
Epoch  46 Batch  448/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9474, Loss: 0.0210
Epoch  46 Batch  449/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9428, Loss: 0.0238
Epoch  46 Batch  450/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0226
Epoch  46 Batch  451/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9393, Loss: 0.0158
Epoch  46 Batch  452/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9375, Loss: 0.0145
Epoch  46 Batch  453/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9375, Loss: 0.0230
Epoch  46 Batch  454/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9414, Loss: 0.0322
Epoch  46 Batch  455/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0215
Epoch  46 Batch  456/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9560, Loss: 0.0249
Epoch  46 Batch  457/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  46 Batch  458/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0221
Epoch  46 Batch  459/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0150
Epoch  46 Batch  460/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  46 Batch  461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  46 Batch  462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0199
Epoch  46 Batch  463/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9620, Loss: 0.0183
Epoch  46 Batch  464/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0182
Epoch  46 Batch  465/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9624, Loss: 0.0267
Epoch  46 Batch  466/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9592, Loss: 0.0181
Epoch  46 Batch  467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9595, Loss: 0.0147
Epoch  46 Batch  468/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0144
Epoch  46 Batch  469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0120
Epoch  46 Batch  470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9602, Loss: 0.0222
Epoch  46 Batch  471/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9606, Loss: 0.0124
Epoch  46 Batch  472/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9606, Loss: 0.0198
Epoch  46 Batch  473/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9599, Loss: 0.0152
Epoch  46 Batch  474/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  46 Batch  475/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9631, Loss: 0.0178
Epoch  46 Batch  476/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0134
Epoch  46 Batch  477/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0194
Epoch  46 Batch  478/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0201
Epoch  46 Batch  479/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0250
Epoch  46 Batch  480/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  46 Batch  481/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9613, Loss: 0.0193
Epoch  46 Batch  482/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9609, Loss: 0.0205
Epoch  46 Batch  483/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9560, Loss: 0.0223
Epoch  46 Batch  484/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0197
Epoch  46 Batch  485/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0207
Epoch  46 Batch  486/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  46 Batch  487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0134
Epoch  46 Batch  488/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9521, Loss: 0.0155
Epoch  46 Batch  489/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9474, Loss: 0.0173
Epoch  46 Batch  490/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9474, Loss: 0.0170
Epoch  46 Batch  491/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9524, Loss: 0.0242
Epoch  46 Batch  492/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0201
Epoch  46 Batch  493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9471, Loss: 0.0121
Epoch  46 Batch  494/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0162
Epoch  46 Batch  495/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  46 Batch  496/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0139
Epoch  46 Batch  497/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9560, Loss: 0.0194
Epoch  46 Batch  498/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0253
Epoch  46 Batch  499/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  46 Batch  500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9673, Loss: 0.0206
Epoch  46 Batch  501/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  46 Batch  502/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0212
Epoch  46 Batch  503/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9666, Loss: 0.0145
Epoch  46 Batch  504/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9666, Loss: 0.0152
Epoch  46 Batch  505/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9666, Loss: 0.0120
Epoch  46 Batch  506/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0233
Epoch  46 Batch  507/1077 - Train Accuracy: 0.9363, Validation Accuracy: 0.9631, Loss: 0.0214
Epoch  46 Batch  508/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9581, Loss: 0.0145
Epoch  46 Batch  509/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0243
Epoch  46 Batch  510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0140
Epoch  46 Batch  511/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9521, Loss: 0.0186
Epoch  46 Batch  512/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0129
Epoch  46 Batch  513/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9521, Loss: 0.0192
Epoch  46 Batch  514/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0175
Epoch  46 Batch  515/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  46 Batch  516/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0153
Epoch  46 Batch  517/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9542, Loss: 0.0192
Epoch  46 Batch  518/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  46 Batch  519/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  46 Batch  520/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9496, Loss: 0.0155
Epoch  46 Batch  521/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9513, Loss: 0.0211
Epoch  46 Batch  522/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9567, Loss: 0.0203
Epoch  46 Batch  523/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9592, Loss: 0.0160
Epoch  46 Batch  524/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0221
Epoch  46 Batch  525/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0190
Epoch  46 Batch  526/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9464, Loss: 0.0152
Epoch  46 Batch  527/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9517, Loss: 0.0195
Epoch  46 Batch  528/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9467, Loss: 0.0178
Epoch  46 Batch  529/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0167
Epoch  46 Batch  530/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9574, Loss: 0.0229
Epoch  46 Batch  531/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9574, Loss: 0.0199
Epoch  46 Batch  532/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9521, Loss: 0.0285
Epoch  46 Batch  533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0159
Epoch  46 Batch  534/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9535, Loss: 0.0254
Epoch  46 Batch  535/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0189
Epoch  46 Batch  536/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9563, Loss: 0.0214
Epoch  46 Batch  537/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0141
Epoch  46 Batch  538/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9556, Loss: 0.0178
Epoch  46 Batch  539/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0225
Epoch  46 Batch  540/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9688, Loss: 0.0151
Epoch  46 Batch  541/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0178
Epoch  46 Batch  542/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9634, Loss: 0.0203
Epoch  46 Batch  543/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  46 Batch  544/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0137
Epoch  46 Batch  545/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0196
Epoch  46 Batch  546/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9524, Loss: 0.0222
Epoch  46 Batch  547/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0168
Epoch  46 Batch  548/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9482, Loss: 0.0195
Epoch  46 Batch  549/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9609, Loss: 0.0233
Epoch  46 Batch  550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  46 Batch  551/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9464, Loss: 0.0216
Epoch  46 Batch  552/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9446, Loss: 0.0259
Epoch  46 Batch  553/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0267
Epoch  46 Batch  554/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9489, Loss: 0.0179
Epoch  46 Batch  555/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0150
Epoch  46 Batch  556/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9531, Loss: 0.0119
Epoch  46 Batch  557/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9489, Loss: 0.0169
Epoch  46 Batch  558/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0159
Epoch  46 Batch  559/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  46 Batch  560/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0172
Epoch  46 Batch  561/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9680, Loss: 0.0157
Epoch  46 Batch  562/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  46 Batch  563/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9627, Loss: 0.0219
Epoch  46 Batch  564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9627, Loss: 0.0241
Epoch  46 Batch  565/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9627, Loss: 0.0241
Epoch  46 Batch  566/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9627, Loss: 0.0202
Epoch  46 Batch  567/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0200
Epoch  46 Batch  568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9677, Loss: 0.0153
Epoch  46 Batch  569/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  46 Batch  570/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9652, Loss: 0.0256
Epoch  46 Batch  571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9652, Loss: 0.0124
Epoch  46 Batch  572/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9560, Loss: 0.0173
Epoch  46 Batch  573/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9510, Loss: 0.0301
Epoch  46 Batch  574/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9613, Loss: 0.0230
Epoch  46 Batch  575/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  46 Batch  576/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9563, Loss: 0.0169
Epoch  46 Batch  577/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9563, Loss: 0.0223
Epoch  46 Batch  578/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9567, Loss: 0.0150
Epoch  46 Batch  579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0177
Epoch  46 Batch  580/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0142
Epoch  46 Batch  581/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0113
Epoch  46 Batch  582/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0139
Epoch  46 Batch  583/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0209
Epoch  46 Batch  584/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9620, Loss: 0.0207
Epoch  46 Batch  585/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9620, Loss: 0.0137
Epoch  46 Batch  586/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9616, Loss: 0.0146
Epoch  46 Batch  587/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9652, Loss: 0.0211
Epoch  46 Batch  588/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9730, Loss: 0.0170
Epoch  46 Batch  589/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9677, Loss: 0.0177
Epoch  46 Batch  590/1077 - Train Accuracy: 0.9375, Validation Accuracy: 0.9677, Loss: 0.0196
Epoch  46 Batch  591/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9677, Loss: 0.0171
Epoch  46 Batch  592/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0184
Epoch  46 Batch  593/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9652, Loss: 0.0317
Epoch  46 Batch  594/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0236
Epoch  46 Batch  595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  46 Batch  596/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0185
Epoch  46 Batch  597/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9585, Loss: 0.0181
Epoch  46 Batch  598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9585, Loss: 0.0204
Epoch  46 Batch  599/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9585, Loss: 0.0302
Epoch  46 Batch  600/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0240
Epoch  46 Batch  601/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9727, Loss: 0.0189
Epoch  46 Batch  602/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9723, Loss: 0.0236
Epoch  46 Batch  603/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9723, Loss: 0.0207
Epoch  46 Batch  604/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0274
Epoch  46 Batch  605/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9773, Loss: 0.0281
Epoch  46 Batch  606/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9730, Loss: 0.0165
Epoch  46 Batch  607/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0238
Epoch  46 Batch  608/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9698, Loss: 0.0222
Epoch  46 Batch  609/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9716, Loss: 0.0229
Epoch  46 Batch  610/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0223
Epoch  46 Batch  611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9727, Loss: 0.0182
Epoch  46 Batch  612/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9680, Loss: 0.0149
Epoch  46 Batch  613/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9680, Loss: 0.0225
Epoch  46 Batch  614/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9727, Loss: 0.0177
Epoch  46 Batch  615/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0157
Epoch  46 Batch  616/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9723, Loss: 0.0184
Epoch  46 Batch  617/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9673, Loss: 0.0162
Epoch  46 Batch  618/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0214
Epoch  46 Batch  619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0131
Epoch  46 Batch  620/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  46 Batch  621/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0217
Epoch  46 Batch  622/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9592, Loss: 0.0260
Epoch  46 Batch  623/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9585, Loss: 0.0275
Epoch  46 Batch  624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0219
Epoch  46 Batch  625/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0188
Epoch  46 Batch  626/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9517, Loss: 0.0176
Epoch  46 Batch  627/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9471, Loss: 0.0181
Epoch  46 Batch  628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9492, Loss: 0.0187
Epoch  46 Batch  629/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9513, Loss: 0.0197
Epoch  46 Batch  630/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9513, Loss: 0.0198
Epoch  46 Batch  631/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0215
Epoch  46 Batch  632/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9574, Loss: 0.0141
Epoch  46 Batch  633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  46 Batch  634/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9613, Loss: 0.0163
Epoch  46 Batch  635/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9616, Loss: 0.0220
Epoch  46 Batch  636/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0180
Epoch  46 Batch  637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0185
Epoch  46 Batch  638/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9616, Loss: 0.0186
Epoch  46 Batch  639/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0264
Epoch  46 Batch  640/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9663, Loss: 0.0165
Epoch  46 Batch  641/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0164
Epoch  46 Batch  642/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9670, Loss: 0.0172
Epoch  46 Batch  643/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9670, Loss: 0.0134
Epoch  46 Batch  644/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0151
Epoch  46 Batch  645/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9641, Loss: 0.0195
Epoch  46 Batch  646/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9691, Loss: 0.0165
Epoch  46 Batch  647/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9691, Loss: 0.0257
Epoch  46 Batch  648/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9691, Loss: 0.0145
Epoch  46 Batch  649/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9645, Loss: 0.0150
Epoch  46 Batch  650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9645, Loss: 0.0160
Epoch  46 Batch  651/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0183
Epoch  46 Batch  652/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0191
Epoch  46 Batch  653/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0238
Epoch  46 Batch  654/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0196
Epoch  46 Batch  655/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9538, Loss: 0.0232
Epoch  46 Batch  656/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9620, Loss: 0.0236
Epoch  46 Batch  657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9457, Loss: 0.0223
Epoch  46 Batch  658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0117
Epoch  46 Batch  659/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9506, Loss: 0.0175
Epoch  46 Batch  660/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9457, Loss: 0.0168
Epoch  46 Batch  661/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9460, Loss: 0.0167
Epoch  46 Batch  662/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9411, Loss: 0.0176
Epoch  46 Batch  663/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0155
Epoch  46 Batch  664/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0193
Epoch  46 Batch  665/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9535, Loss: 0.0153
Epoch  46 Batch  666/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9535, Loss: 0.0210
Epoch  46 Batch  667/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9489, Loss: 0.0218
Epoch  46 Batch  668/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0160
Epoch  46 Batch  669/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0157
Epoch  46 Batch  670/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0151
Epoch  46 Batch  671/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0181
Epoch  46 Batch  672/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9563, Loss: 0.0180
Epoch  46 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0188
Epoch  46 Batch  674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9521, Loss: 0.0165
Epoch  46 Batch  675/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9474, Loss: 0.0237
Epoch  46 Batch  676/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9574, Loss: 0.0161
Epoch  46 Batch  677/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9574, Loss: 0.0212
Epoch  46 Batch  678/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9524, Loss: 0.0129
Epoch  46 Batch  679/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9524, Loss: 0.0156
Epoch  46 Batch  680/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0199
Epoch  46 Batch  681/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0171
Epoch  46 Batch  682/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0153
Epoch  46 Batch  683/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0163
Epoch  46 Batch  684/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0201
Epoch  46 Batch  685/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0260
Epoch  46 Batch  686/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9631, Loss: 0.0168
Epoch  46 Batch  687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9638, Loss: 0.0163
Epoch  46 Batch  688/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  46 Batch  689/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0103
Epoch  46 Batch  690/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9659, Loss: 0.0198
Epoch  46 Batch  691/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9659, Loss: 0.0155
Epoch  46 Batch  692/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  46 Batch  693/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9656, Loss: 0.0287
Epoch  46 Batch  694/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9663, Loss: 0.0168
Epoch  46 Batch  695/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0196
Epoch  46 Batch  696/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9641, Loss: 0.0167
Epoch  46 Batch  697/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9673, Loss: 0.0179
Epoch  46 Batch  698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0132
Epoch  46 Batch  699/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9624, Loss: 0.0148
Epoch  46 Batch  700/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0162
Epoch  46 Batch  701/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0187
Epoch  46 Batch  702/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9616, Loss: 0.0302
Epoch  46 Batch  703/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0169
Epoch  46 Batch  704/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0266
Epoch  46 Batch  705/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9773, Loss: 0.0220
Epoch  46 Batch  706/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9773, Loss: 0.0368
Epoch  46 Batch  707/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9776, Loss: 0.0214
Epoch  46 Batch  708/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0144
Epoch  46 Batch  709/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9631, Loss: 0.0192
Epoch  46 Batch  710/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0115
Epoch  46 Batch  711/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  46 Batch  712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0176
Epoch  46 Batch  713/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9609, Loss: 0.0147
Epoch  46 Batch  714/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9606, Loss: 0.0184
Epoch  46 Batch  715/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  46 Batch  716/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9510, Loss: 0.0157
Epoch  46 Batch  717/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0137
Epoch  46 Batch  718/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  46 Batch  719/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0186
Epoch  46 Batch  720/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9499, Loss: 0.0190
Epoch  46 Batch  721/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0158
Epoch  46 Batch  722/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9446, Loss: 0.0181
Epoch  46 Batch  723/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9453, Loss: 0.0238
Epoch  46 Batch  724/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9560, Loss: 0.0205
Epoch  46 Batch  725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0162
Epoch  46 Batch  726/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  46 Batch  727/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  46 Batch  728/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  46 Batch  729/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0254
Epoch  46 Batch  730/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0267
Epoch  46 Batch  731/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0173
Epoch  46 Batch  732/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9599, Loss: 0.0182
Epoch  46 Batch  733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0204
Epoch  46 Batch  734/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9549, Loss: 0.0139
Epoch  46 Batch  735/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0143
Epoch  46 Batch  736/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9549, Loss: 0.0173
Epoch  46 Batch  737/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0179
Epoch  46 Batch  738/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9496, Loss: 0.0112
Epoch  46 Batch  739/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0162
Epoch  46 Batch  740/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9442, Loss: 0.0167
Epoch  46 Batch  741/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0230
Epoch  46 Batch  742/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9446, Loss: 0.0161
Epoch  46 Batch  743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9521, Loss: 0.0132
Epoch  46 Batch  744/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9474, Loss: 0.0183
Epoch  46 Batch  745/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9450, Loss: 0.0196
Epoch  46 Batch  746/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0149
Epoch  46 Batch  747/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9499, Loss: 0.0151
Epoch  46 Batch  748/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9503, Loss: 0.0134
Epoch  46 Batch  749/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9503, Loss: 0.0129
Epoch  46 Batch  750/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0196
Epoch  46 Batch  751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0178
Epoch  46 Batch  752/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9496, Loss: 0.0182
Epoch  46 Batch  753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9545, Loss: 0.0150
Epoch  46 Batch  754/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0199
Epoch  46 Batch  755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0204
Epoch  46 Batch  756/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9521, Loss: 0.0146
Epoch  46 Batch  757/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9521, Loss: 0.0183
Epoch  46 Batch  758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0169
Epoch  46 Batch  759/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9620, Loss: 0.0174
Epoch  46 Batch  760/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0210
Epoch  46 Batch  761/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  46 Batch  762/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  46 Batch  763/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  46 Batch  764/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9588, Loss: 0.0224
Epoch  46 Batch  765/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9585, Loss: 0.0253
Epoch  46 Batch  766/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0213
Epoch  46 Batch  767/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0212
Epoch  46 Batch  768/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0173
Epoch  46 Batch  769/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0219
Epoch  46 Batch  770/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9730, Loss: 0.0159
Epoch  46 Batch  771/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9581, Loss: 0.0177
Epoch  46 Batch  772/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  46 Batch  773/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0150
Epoch  46 Batch  774/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  46 Batch  775/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0182
Epoch  46 Batch  776/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  46 Batch  777/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9688, Loss: 0.0151
Epoch  46 Batch  778/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9737, Loss: 0.0182
Epoch  46 Batch  779/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9737, Loss: 0.0156
Epoch  46 Batch  780/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9684, Loss: 0.0225
Epoch  46 Batch  781/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9702, Loss: 0.0146
Epoch  46 Batch  782/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9656, Loss: 0.0191
Epoch  46 Batch  783/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9606, Loss: 0.0240
Epoch  46 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0123
Epoch  46 Batch  785/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  46 Batch  786/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  46 Batch  787/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9627, Loss: 0.0177
Epoch  46 Batch  788/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0191
Epoch  46 Batch  789/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0199
Epoch  46 Batch  790/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0220
Epoch  46 Batch  791/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9574, Loss: 0.0239
Epoch  46 Batch  792/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0179
Epoch  46 Batch  793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0214
Epoch  46 Batch  794/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0173
Epoch  46 Batch  795/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9553, Loss: 0.0221
Epoch  46 Batch  796/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  46 Batch  797/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  46 Batch  798/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0161
Epoch  46 Batch  799/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9620, Loss: 0.0274
Epoch  46 Batch  800/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0137
Epoch  46 Batch  801/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0187
Epoch  46 Batch  802/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0244
Epoch  46 Batch  803/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9528, Loss: 0.0160
Epoch  46 Batch  804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9414, Loss: 0.0111
Epoch  46 Batch  805/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9418, Loss: 0.0175
Epoch  46 Batch  806/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9474, Loss: 0.0161
Epoch  46 Batch  807/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9471, Loss: 0.0129
Epoch  46 Batch  808/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9471, Loss: 0.0294
Epoch  46 Batch  809/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9474, Loss: 0.0343
Epoch  46 Batch  810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9453, Loss: 0.0159
Epoch  46 Batch  811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9435, Loss: 0.0204
Epoch  46 Batch  812/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9435, Loss: 0.0180
Epoch  46 Batch  813/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0182
Epoch  46 Batch  814/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9485, Loss: 0.0226
Epoch  46 Batch  815/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0214
Epoch  46 Batch  816/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0156
Epoch  46 Batch  817/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9712, Loss: 0.0191
Epoch  46 Batch  818/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9709, Loss: 0.0227
Epoch  46 Batch  819/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9698, Loss: 0.0162
Epoch  46 Batch  820/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9641, Loss: 0.0162
Epoch  46 Batch  821/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9645, Loss: 0.0212
Epoch  46 Batch  822/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0154
Epoch  46 Batch  823/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0200
Epoch  46 Batch  824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9599, Loss: 0.0214
Epoch  46 Batch  825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9553, Loss: 0.0124
Epoch  46 Batch  826/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0160
Epoch  46 Batch  827/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0192
Epoch  46 Batch  828/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9609, Loss: 0.0158
Epoch  46 Batch  829/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0259
Epoch  46 Batch  830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9581, Loss: 0.0249
Epoch  46 Batch  831/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9606, Loss: 0.0218
Epoch  46 Batch  832/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9634, Loss: 0.0162
Epoch  46 Batch  833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0191
Epoch  46 Batch  834/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9627, Loss: 0.0194
Epoch  46 Batch  835/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9716, Loss: 0.0156
Epoch  46 Batch  836/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0151
Epoch  46 Batch  837/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9663, Loss: 0.0250
Epoch  46 Batch  838/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0197
Epoch  46 Batch  839/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9624, Loss: 0.0140
Epoch  46 Batch  840/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9730, Loss: 0.0192
Epoch  46 Batch  841/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9659, Loss: 0.0272
Epoch  46 Batch  842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9659, Loss: 0.0141
Epoch  46 Batch  843/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9606, Loss: 0.0129
Epoch  46 Batch  844/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9606, Loss: 0.0152
Epoch  46 Batch  845/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  46 Batch  846/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9634, Loss: 0.0274
Epoch  46 Batch  847/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9702, Loss: 0.0173
Epoch  46 Batch  848/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9727, Loss: 0.0224
Epoch  46 Batch  849/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9780, Loss: 0.0097
Epoch  46 Batch  850/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0291
Epoch  46 Batch  851/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9751, Loss: 0.0236
Epoch  46 Batch  852/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9716, Loss: 0.0247
Epoch  46 Batch  853/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0184
Epoch  46 Batch  854/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0164
Epoch  46 Batch  855/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0218
Epoch  46 Batch  856/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0192
Epoch  46 Batch  857/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0154
Epoch  46 Batch  858/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9595, Loss: 0.0121
Epoch  46 Batch  859/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0183
Epoch  46 Batch  860/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  46 Batch  861/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9638, Loss: 0.0150
Epoch  46 Batch  862/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0188
Epoch  46 Batch  863/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0164
Epoch  46 Batch  864/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9641, Loss: 0.0214
Epoch  46 Batch  865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9688, Loss: 0.0190
Epoch  46 Batch  866/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9641, Loss: 0.0204
Epoch  46 Batch  867/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9641, Loss: 0.0582
Epoch  46 Batch  868/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9688, Loss: 0.0189
Epoch  46 Batch  869/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9734, Loss: 0.0170
Epoch  46 Batch  870/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9684, Loss: 0.0156
Epoch  46 Batch  871/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0162
Epoch  46 Batch  872/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9695, Loss: 0.0201
Epoch  46 Batch  873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0207
Epoch  46 Batch  874/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9677, Loss: 0.0222
Epoch  46 Batch  875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0141
Epoch  46 Batch  876/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0183
Epoch  46 Batch  877/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9652, Loss: 0.0152
Epoch  46 Batch  878/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9652, Loss: 0.0141
Epoch  46 Batch  879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9652, Loss: 0.0106
Epoch  46 Batch  880/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0186
Epoch  46 Batch  881/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0183
Epoch  46 Batch  882/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9606, Loss: 0.0150
Epoch  46 Batch  883/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9606, Loss: 0.0235
Epoch  46 Batch  884/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9606, Loss: 0.0214
Epoch  46 Batch  885/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9609, Loss: 0.0129
Epoch  46 Batch  886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0220
Epoch  46 Batch  887/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0222
Epoch  46 Batch  888/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  46 Batch  889/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0204
Epoch  46 Batch  890/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9563, Loss: 0.0183
Epoch  46 Batch  891/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9563, Loss: 0.0114
Epoch  46 Batch  892/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0129
Epoch  46 Batch  893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  46 Batch  894/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9471, Loss: 0.0166
Epoch  46 Batch  895/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9464, Loss: 0.0157
Epoch  46 Batch  896/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9503, Loss: 0.0177
Epoch  46 Batch  897/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9503, Loss: 0.0155
Epoch  46 Batch  898/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9567, Loss: 0.0186
Epoch  46 Batch  899/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0209
Epoch  46 Batch  900/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0190
Epoch  46 Batch  901/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9616, Loss: 0.0343
Epoch  46 Batch  902/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9666, Loss: 0.0253
Epoch  46 Batch  903/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9620, Loss: 0.0182
Epoch  46 Batch  904/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0177
Epoch  46 Batch  905/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0132
Epoch  46 Batch  906/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9585, Loss: 0.0151
Epoch  46 Batch  907/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0185
Epoch  46 Batch  908/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0165
Epoch  46 Batch  909/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9670, Loss: 0.0222
Epoch  46 Batch  910/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9719, Loss: 0.0201
Epoch  46 Batch  911/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9719, Loss: 0.0223
Epoch  46 Batch  912/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9769, Loss: 0.0180
Epoch  46 Batch  913/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9773, Loss: 0.0239
Epoch  46 Batch  914/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9773, Loss: 0.0496
Epoch  46 Batch  915/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9773, Loss: 0.0163
Epoch  46 Batch  916/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0183
Epoch  46 Batch  917/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0221
Epoch  46 Batch  918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9688, Loss: 0.0165
Epoch  46 Batch  919/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9641, Loss: 0.0166
Epoch  46 Batch  920/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0144
Epoch  46 Batch  921/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9641, Loss: 0.0177
Epoch  46 Batch  922/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0201
Epoch  46 Batch  923/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0154
Epoch  46 Batch  924/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9581, Loss: 0.0252
Epoch  46 Batch  925/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0135
Epoch  46 Batch  926/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0193
Epoch  46 Batch  927/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9627, Loss: 0.0224
Epoch  46 Batch  928/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0166
Epoch  46 Batch  929/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9613, Loss: 0.0145
Epoch  46 Batch  930/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9588, Loss: 0.0128
Epoch  46 Batch  931/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0166
Epoch  46 Batch  932/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0175
Epoch  46 Batch  933/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  46 Batch  934/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9680, Loss: 0.0154
Epoch  46 Batch  935/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0176
Epoch  46 Batch  936/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9719, Loss: 0.0211
Epoch  46 Batch  937/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9677, Loss: 0.0248
Epoch  46 Batch  938/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0252
Epoch  46 Batch  939/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9737, Loss: 0.0239
Epoch  46 Batch  940/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9737, Loss: 0.0193
Epoch  46 Batch  941/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9741, Loss: 0.0198
Epoch  46 Batch  942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0216
Epoch  46 Batch  943/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  46 Batch  944/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9585, Loss: 0.0159
Epoch  46 Batch  945/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  46 Batch  946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9560, Loss: 0.0130
Epoch  46 Batch  947/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0198
Epoch  46 Batch  948/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0176
Epoch  46 Batch  949/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  46 Batch  950/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0160
Epoch  46 Batch  951/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  46 Batch  952/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9631, Loss: 0.0101
Epoch  46 Batch  953/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9588, Loss: 0.0185
Epoch  46 Batch  954/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0219
Epoch  46 Batch  955/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0196
Epoch  46 Batch  956/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9592, Loss: 0.0194
Epoch  46 Batch  957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9556, Loss: 0.0139
Epoch  46 Batch  958/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  46 Batch  959/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0208
Epoch  46 Batch  960/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9553, Loss: 0.0179
Epoch  46 Batch  961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0120
Epoch  46 Batch  962/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0246
Epoch  46 Batch  963/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9595, Loss: 0.0223
Epoch  46 Batch  964/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9595, Loss: 0.0149
Epoch  46 Batch  965/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0281
Epoch  46 Batch  966/1077 - Train Accuracy: 0.9735, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  46 Batch  967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0187
Epoch  46 Batch  968/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0223
Epoch  46 Batch  969/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9631, Loss: 0.0254
Epoch  46 Batch  970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0160
Epoch  46 Batch  971/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9595, Loss: 0.0261
Epoch  46 Batch  972/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9613, Loss: 0.0228
Epoch  46 Batch  973/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9595, Loss: 0.0136
Epoch  46 Batch  974/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  46 Batch  975/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9588, Loss: 0.0170
Epoch  46 Batch  976/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9638, Loss: 0.0146
Epoch  46 Batch  977/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9585, Loss: 0.0112
Epoch  46 Batch  978/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  46 Batch  979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9510, Loss: 0.0165
Epoch  46 Batch  980/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9510, Loss: 0.0202
Epoch  46 Batch  981/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9510, Loss: 0.0226
Epoch  46 Batch  982/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9506, Loss: 0.0193
Epoch  46 Batch  983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9656, Loss: 0.0167
Epoch  46 Batch  984/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9723, Loss: 0.0208
Epoch  46 Batch  985/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0160
Epoch  46 Batch  986/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0169
Epoch  46 Batch  987/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9574, Loss: 0.0142
Epoch  46 Batch  988/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0193
Epoch  46 Batch  989/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0191
Epoch  46 Batch  990/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9648, Loss: 0.0176
Epoch  46 Batch  991/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9556, Loss: 0.0169
Epoch  46 Batch  992/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0226
Epoch  46 Batch  993/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9446, Loss: 0.0154
Epoch  46 Batch  994/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9442, Loss: 0.0152
Epoch  46 Batch  995/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9439, Loss: 0.0171
Epoch  46 Batch  996/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9439, Loss: 0.0180
Epoch  46 Batch  997/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9482, Loss: 0.0203
Epoch  46 Batch  998/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9442, Loss: 0.0180
Epoch  46 Batch  999/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9439, Loss: 0.0235
Epoch  46 Batch 1000/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0195
Epoch  46 Batch 1001/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9503, Loss: 0.0127
Epoch  46 Batch 1002/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0133
Epoch  46 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9450, Loss: 0.0207
Epoch  46 Batch 1004/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9453, Loss: 0.0183
Epoch  46 Batch 1005/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0194
Epoch  46 Batch 1006/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9450, Loss: 0.0149
Epoch  46 Batch 1007/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9453, Loss: 0.0116
Epoch  46 Batch 1008/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9453, Loss: 0.0242
Epoch  46 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9453, Loss: 0.0133
Epoch  46 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9407, Loss: 0.0155
Epoch  46 Batch 1011/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0156
Epoch  46 Batch 1012/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  46 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0136
Epoch  46 Batch 1014/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  46 Batch 1015/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9602, Loss: 0.0245
Epoch  46 Batch 1016/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0144
Epoch  46 Batch 1017/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9581, Loss: 0.0155
Epoch  46 Batch 1018/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9549, Loss: 0.0225
Epoch  46 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9528, Loss: 0.0245
Epoch  46 Batch 1020/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0147
Epoch  46 Batch 1021/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9453, Loss: 0.0136
Epoch  46 Batch 1022/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9450, Loss: 0.0160
Epoch  46 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9450, Loss: 0.0197
Epoch  46 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0212
Epoch  46 Batch 1025/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9549, Loss: 0.0187
Epoch  46 Batch 1026/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9549, Loss: 0.0193
Epoch  46 Batch 1027/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0136
Epoch  46 Batch 1028/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9549, Loss: 0.0167
Epoch  46 Batch 1029/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9602, Loss: 0.0201
Epoch  46 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9641, Loss: 0.0131
Epoch  46 Batch 1031/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9641, Loss: 0.0219
Epoch  46 Batch 1032/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9695, Loss: 0.0203
Epoch  46 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9695, Loss: 0.0203
Epoch  46 Batch 1034/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9691, Loss: 0.0149
Epoch  46 Batch 1035/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9641, Loss: 0.0126
Epoch  46 Batch 1036/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9641, Loss: 0.0213
Epoch  46 Batch 1037/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9645, Loss: 0.0171
Epoch  46 Batch 1038/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0202
Epoch  46 Batch 1039/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  46 Batch 1040/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9645, Loss: 0.0189
Epoch  46 Batch 1041/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0277
Epoch  46 Batch 1042/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0152
Epoch  46 Batch 1043/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9595, Loss: 0.0267
Epoch  46 Batch 1044/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  46 Batch 1045/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9723, Loss: 0.0183
Epoch  46 Batch 1046/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9680, Loss: 0.0130
Epoch  46 Batch 1047/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  46 Batch 1048/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0266
Epoch  46 Batch 1049/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  46 Batch 1050/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0106
Epoch  46 Batch 1051/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0296
Epoch  46 Batch 1052/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0152
Epoch  46 Batch 1053/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  46 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  46 Batch 1055/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9684, Loss: 0.0212
Epoch  46 Batch 1056/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9723, Loss: 0.0153
Epoch  46 Batch 1057/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9648, Loss: 0.0173
Epoch  46 Batch 1058/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9677, Loss: 0.0209
Epoch  46 Batch 1059/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9688, Loss: 0.0194
Epoch  46 Batch 1060/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9688, Loss: 0.0130
Epoch  46 Batch 1061/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9656, Loss: 0.0246
Epoch  46 Batch 1062/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9553, Loss: 0.0260
Epoch  46 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  46 Batch 1064/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9538, Loss: 0.0197
Epoch  46 Batch 1065/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0202
Epoch  46 Batch 1066/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0152
Epoch  46 Batch 1067/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9492, Loss: 0.0153
Epoch  46 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9492, Loss: 0.0126
Epoch  46 Batch 1069/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9542, Loss: 0.0151
Epoch  46 Batch 1070/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0163
Epoch  46 Batch 1071/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  46 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9538, Loss: 0.0192
Epoch  46 Batch 1073/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0216
Epoch  46 Batch 1074/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9538, Loss: 0.0242
Epoch  46 Batch 1075/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0227
Epoch  47 Batch    1/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  47 Batch    2/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0208
Epoch  47 Batch    3/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0260
Epoch  47 Batch    4/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9528, Loss: 0.0179
Epoch  47 Batch    5/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0271
Epoch  47 Batch    6/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9577, Loss: 0.0152
Epoch  47 Batch    7/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0186
Epoch  47 Batch    8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9606, Loss: 0.0192
Epoch  47 Batch    9/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0190
Epoch  47 Batch   10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9648, Loss: 0.0198
Epoch  47 Batch   11/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0301
Epoch  47 Batch   12/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9620, Loss: 0.0189
Epoch  47 Batch   13/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9666, Loss: 0.0277
Epoch  47 Batch   14/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0162
Epoch  47 Batch   15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0148
Epoch  47 Batch   16/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9670, Loss: 0.0195
Epoch  47 Batch   17/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9663, Loss: 0.0174
Epoch  47 Batch   18/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9663, Loss: 0.0131
Epoch  47 Batch   19/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9698, Loss: 0.0175
Epoch  47 Batch   20/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9698, Loss: 0.0149
Epoch  47 Batch   21/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9705, Loss: 0.0207
Epoch  47 Batch   22/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9616, Loss: 0.0198
Epoch  47 Batch   23/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0131
Epoch  47 Batch   24/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9496, Loss: 0.0217
Epoch  47 Batch   25/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9457, Loss: 0.0133
Epoch  47 Batch   26/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9499, Loss: 0.0226
Epoch  47 Batch   27/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9542, Loss: 0.0163
Epoch  47 Batch   28/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9542, Loss: 0.0199
Epoch  47 Batch   29/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9556, Loss: 0.0185
Epoch  47 Batch   30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0163
Epoch  47 Batch   31/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0178
Epoch  47 Batch   32/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9652, Loss: 0.0146
Epoch  47 Batch   33/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9691, Loss: 0.0116
Epoch  47 Batch   34/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9769, Loss: 0.0216
Epoch  47 Batch   35/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9691, Loss: 0.0211
Epoch  47 Batch   36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0179
Epoch  47 Batch   37/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9695, Loss: 0.0215
Epoch  47 Batch   38/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9695, Loss: 0.0224
Epoch  47 Batch   39/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9695, Loss: 0.0219
Epoch  47 Batch   40/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0172
Epoch  47 Batch   41/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0155
Epoch  47 Batch   42/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0239
Epoch  47 Batch   43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9634, Loss: 0.0096
Epoch  47 Batch   44/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9638, Loss: 0.0115
Epoch  47 Batch   45/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9638, Loss: 0.0199
Epoch  47 Batch   46/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9567, Loss: 0.0243
Epoch  47 Batch   47/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  47 Batch   48/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0207
Epoch  47 Batch   49/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0291
Epoch  47 Batch   50/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9549, Loss: 0.0165
Epoch  47 Batch   51/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0178
Epoch  47 Batch   52/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9592, Loss: 0.0211
Epoch  47 Batch   53/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  47 Batch   54/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9585, Loss: 0.0339
Epoch  47 Batch   55/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9585, Loss: 0.0157
Epoch  47 Batch   56/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0130
Epoch  47 Batch   57/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9460, Loss: 0.0219
Epoch  47 Batch   58/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9506, Loss: 0.0169
Epoch  47 Batch   59/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9528, Loss: 0.0206
Epoch  47 Batch   60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9542, Loss: 0.0128
Epoch  47 Batch   61/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9542, Loss: 0.0174
Epoch  47 Batch   62/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9542, Loss: 0.0214
Epoch  47 Batch   63/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  47 Batch   64/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  47 Batch   65/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9549, Loss: 0.0156
Epoch  47 Batch   66/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0106
Epoch  47 Batch   67/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0164
Epoch  47 Batch   68/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0242
Epoch  47 Batch   69/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9574, Loss: 0.0249
Epoch  47 Batch   70/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0250
Epoch  47 Batch   71/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0126
Epoch  47 Batch   72/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0185
Epoch  47 Batch   73/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9602, Loss: 0.0139
Epoch  47 Batch   74/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9560, Loss: 0.0188
Epoch  47 Batch   75/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0277
Epoch  47 Batch   76/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  47 Batch   77/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0191
Epoch  47 Batch   78/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9563, Loss: 0.0198
Epoch  47 Batch   79/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0151
Epoch  47 Batch   80/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0151
Epoch  47 Batch   81/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9560, Loss: 0.0134
Epoch  47 Batch   82/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  47 Batch   83/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9652, Loss: 0.0138
Epoch  47 Batch   84/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0207
Epoch  47 Batch   85/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  47 Batch   86/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0181
Epoch  47 Batch   87/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9631, Loss: 0.0258
Epoch  47 Batch   88/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9631, Loss: 0.0212
Epoch  47 Batch   89/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  47 Batch   90/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9567, Loss: 0.0165
Epoch  47 Batch   91/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0195
Epoch  47 Batch   92/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0175
Epoch  47 Batch   93/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9524, Loss: 0.0149
Epoch  47 Batch   94/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9524, Loss: 0.0137
Epoch  47 Batch   95/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9531, Loss: 0.0159
Epoch  47 Batch   96/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0175
Epoch  47 Batch   97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0211
Epoch  47 Batch   98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9528, Loss: 0.0214
Epoch  47 Batch   99/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9528, Loss: 0.0164
Epoch  47 Batch  100/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9528, Loss: 0.0161
Epoch  47 Batch  101/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  47 Batch  102/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9616, Loss: 0.0122
Epoch  47 Batch  103/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0246
Epoch  47 Batch  104/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9616, Loss: 0.0225
Epoch  47 Batch  105/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0131
Epoch  47 Batch  106/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9613, Loss: 0.0162
Epoch  47 Batch  107/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9616, Loss: 0.0207
Epoch  47 Batch  108/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9616, Loss: 0.0236
Epoch  47 Batch  109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9616, Loss: 0.0161
Epoch  47 Batch  110/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0127
Epoch  47 Batch  111/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0169
Epoch  47 Batch  112/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0148
Epoch  47 Batch  113/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9684, Loss: 0.0327
Epoch  47 Batch  114/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9727, Loss: 0.0149
Epoch  47 Batch  115/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0189
Epoch  47 Batch  116/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9702, Loss: 0.0265
Epoch  47 Batch  117/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9652, Loss: 0.0168
Epoch  47 Batch  118/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9556, Loss: 0.0163
Epoch  47 Batch  119/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9698, Loss: 0.0115
Epoch  47 Batch  120/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9702, Loss: 0.0196
Epoch  47 Batch  121/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9709, Loss: 0.0215
Epoch  47 Batch  122/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9734, Loss: 0.0168
Epoch  47 Batch  123/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9734, Loss: 0.0141
Epoch  47 Batch  124/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9712, Loss: 0.0220
Epoch  47 Batch  125/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0267
Epoch  47 Batch  126/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9641, Loss: 0.0187
Epoch  47 Batch  127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9641, Loss: 0.0176
Epoch  47 Batch  128/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9641, Loss: 0.0189
Epoch  47 Batch  129/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0208
Epoch  47 Batch  130/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  47 Batch  131/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0157
Epoch  47 Batch  132/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  47 Batch  133/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9592, Loss: 0.0144
Epoch  47 Batch  134/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  47 Batch  135/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  47 Batch  136/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9585, Loss: 0.0156
Epoch  47 Batch  137/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9592, Loss: 0.0196
Epoch  47 Batch  138/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9567, Loss: 0.0197
Epoch  47 Batch  139/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9652, Loss: 0.0177
Epoch  47 Batch  140/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0154
Epoch  47 Batch  141/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0156
Epoch  47 Batch  142/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9620, Loss: 0.0171
Epoch  47 Batch  143/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9595, Loss: 0.0165
Epoch  47 Batch  144/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9492, Loss: 0.0225
Epoch  47 Batch  145/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9513, Loss: 0.0143
Epoch  47 Batch  146/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0541
Epoch  47 Batch  147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0152
Epoch  47 Batch  148/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9503, Loss: 0.0243
Epoch  47 Batch  149/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0136
Epoch  47 Batch  150/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9631, Loss: 0.0184
Epoch  47 Batch  151/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9581, Loss: 0.0153
Epoch  47 Batch  152/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  47 Batch  153/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0291
Epoch  47 Batch  154/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9556, Loss: 0.0165
Epoch  47 Batch  155/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  47 Batch  156/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0123
Epoch  47 Batch  157/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0137
Epoch  47 Batch  158/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9602, Loss: 0.0176
Epoch  47 Batch  159/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9560, Loss: 0.0167
Epoch  47 Batch  160/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0179
Epoch  47 Batch  161/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9510, Loss: 0.0118
Epoch  47 Batch  162/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  47 Batch  163/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9570, Loss: 0.0251
Epoch  47 Batch  164/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0162
Epoch  47 Batch  165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9624, Loss: 0.0276
Epoch  47 Batch  166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9688, Loss: 0.0172
Epoch  47 Batch  167/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0160
Epoch  47 Batch  168/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9641, Loss: 0.0254
Epoch  47 Batch  169/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0169
Epoch  47 Batch  170/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9705, Loss: 0.0214
Epoch  47 Batch  171/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  47 Batch  172/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  47 Batch  173/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9709, Loss: 0.0229
Epoch  47 Batch  174/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0124
Epoch  47 Batch  175/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9680, Loss: 0.0242
Epoch  47 Batch  176/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9556, Loss: 0.0204
Epoch  47 Batch  177/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  47 Batch  178/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9545, Loss: 0.0183
Epoch  47 Batch  179/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9638, Loss: 0.0252
Epoch  47 Batch  180/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9574, Loss: 0.0159
Epoch  47 Batch  181/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0217
Epoch  47 Batch  182/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0188
Epoch  47 Batch  183/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0196
Epoch  47 Batch  184/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9627, Loss: 0.0227
Epoch  47 Batch  185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0199
Epoch  47 Batch  186/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  47 Batch  187/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9545, Loss: 0.0132
Epoch  47 Batch  188/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0185
Epoch  47 Batch  189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0193
Epoch  47 Batch  190/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9471, Loss: 0.0153
Epoch  47 Batch  191/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9421, Loss: 0.0139
Epoch  47 Batch  192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9428, Loss: 0.0179
Epoch  47 Batch  193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9460, Loss: 0.0164
Epoch  47 Batch  194/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9510, Loss: 0.0121
Epoch  47 Batch  195/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0215
Epoch  47 Batch  196/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0133
Epoch  47 Batch  197/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0197
Epoch  47 Batch  198/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  47 Batch  199/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0140
Epoch  47 Batch  200/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0151
Epoch  47 Batch  201/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9531, Loss: 0.0168
Epoch  47 Batch  202/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9467, Loss: 0.0134
Epoch  47 Batch  203/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9471, Loss: 0.0209
Epoch  47 Batch  204/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9510, Loss: 0.0340
Epoch  47 Batch  205/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9599, Loss: 0.0256
Epoch  47 Batch  206/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0130
Epoch  47 Batch  207/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9524, Loss: 0.0159
Epoch  47 Batch  208/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0184
Epoch  47 Batch  209/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0153
Epoch  47 Batch  210/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0171
Epoch  47 Batch  211/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0151
Epoch  47 Batch  212/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  47 Batch  213/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0140
Epoch  47 Batch  214/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  47 Batch  215/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0195
Epoch  47 Batch  216/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0141
Epoch  47 Batch  217/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0140
Epoch  47 Batch  218/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9563, Loss: 0.0201
Epoch  47 Batch  219/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  47 Batch  220/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0172
Epoch  47 Batch  221/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0173
Epoch  47 Batch  222/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0153
Epoch  47 Batch  223/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9560, Loss: 0.0154
Epoch  47 Batch  224/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0147
Epoch  47 Batch  225/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0223
Epoch  47 Batch  226/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9492, Loss: 0.0170
Epoch  47 Batch  227/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  47 Batch  228/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0142
Epoch  47 Batch  229/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9474, Loss: 0.0172
Epoch  47 Batch  230/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0153
Epoch  47 Batch  231/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0206
Epoch  47 Batch  232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0166
Epoch  47 Batch  233/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0227
Epoch  47 Batch  234/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9656, Loss: 0.0151
Epoch  47 Batch  235/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  47 Batch  236/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9631, Loss: 0.0194
Epoch  47 Batch  237/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0147
Epoch  47 Batch  238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  47 Batch  239/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9634, Loss: 0.0119
Epoch  47 Batch  240/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0139
Epoch  47 Batch  241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0125
Epoch  47 Batch  242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0146
Epoch  47 Batch  243/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0228
Epoch  47 Batch  244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0188
Epoch  47 Batch  245/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0154
Epoch  47 Batch  246/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0177
Epoch  47 Batch  247/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9592, Loss: 0.0184
Epoch  47 Batch  248/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0188
Epoch  47 Batch  249/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0155
Epoch  47 Batch  250/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9560, Loss: 0.0233
Epoch  47 Batch  251/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0233
Epoch  47 Batch  252/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0204
Epoch  47 Batch  253/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9656, Loss: 0.0188
Epoch  47 Batch  254/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9794, Loss: 0.0212
Epoch  47 Batch  255/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9748, Loss: 0.0173
Epoch  47 Batch  256/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9773, Loss: 0.0364
Epoch  47 Batch  257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9730, Loss: 0.0143
Epoch  47 Batch  258/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0166
Epoch  47 Batch  259/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9684, Loss: 0.0199
Epoch  47 Batch  260/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0129
Epoch  47 Batch  261/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9727, Loss: 0.0170
Epoch  47 Batch  262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0189
Epoch  47 Batch  263/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9656, Loss: 0.0149
Epoch  47 Batch  264/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0186
Epoch  47 Batch  265/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  47 Batch  266/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9663, Loss: 0.0167
Epoch  47 Batch  267/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9663, Loss: 0.0139
Epoch  47 Batch  268/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9620, Loss: 0.0219
Epoch  47 Batch  269/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9624, Loss: 0.0284
Epoch  47 Batch  270/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9560, Loss: 0.0245
Epoch  47 Batch  271/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9556, Loss: 0.0170
Epoch  47 Batch  272/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9489, Loss: 0.0412
Epoch  47 Batch  273/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9503, Loss: 0.0152
Epoch  47 Batch  274/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9524, Loss: 0.0196
Epoch  47 Batch  275/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9482, Loss: 0.0157
Epoch  47 Batch  276/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0344
Epoch  47 Batch  277/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9474, Loss: 0.0135
Epoch  47 Batch  278/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9528, Loss: 0.0232
Epoch  47 Batch  279/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0241
Epoch  47 Batch  280/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9585, Loss: 0.0196
Epoch  47 Batch  281/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0149
Epoch  47 Batch  282/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0233
Epoch  47 Batch  283/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9517, Loss: 0.0203
Epoch  47 Batch  284/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0204
Epoch  47 Batch  285/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0209
Epoch  47 Batch  286/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  47 Batch  287/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9624, Loss: 0.0238
Epoch  47 Batch  288/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9624, Loss: 0.0254
Epoch  47 Batch  289/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0179
Epoch  47 Batch  290/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9577, Loss: 0.0278
Epoch  47 Batch  291/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9535, Loss: 0.0277
Epoch  47 Batch  292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  47 Batch  293/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0129
Epoch  47 Batch  294/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9542, Loss: 0.0182
Epoch  47 Batch  295/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9563, Loss: 0.0178
Epoch  47 Batch  296/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  47 Batch  297/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9585, Loss: 0.0217
Epoch  47 Batch  298/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0243
Epoch  47 Batch  299/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0180
Epoch  47 Batch  300/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9638, Loss: 0.0149
Epoch  47 Batch  301/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0194
Epoch  47 Batch  302/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0201
Epoch  47 Batch  303/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0210
Epoch  47 Batch  304/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9538, Loss: 0.0226
Epoch  47 Batch  305/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0183
Epoch  47 Batch  306/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  47 Batch  307/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9474, Loss: 0.0218
Epoch  47 Batch  308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9524, Loss: 0.0211
Epoch  47 Batch  309/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9393, Loss: 0.0162
Epoch  47 Batch  310/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9439, Loss: 0.0177
Epoch  47 Batch  311/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9439, Loss: 0.0157
Epoch  47 Batch  312/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0209
Epoch  47 Batch  313/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9439, Loss: 0.0140
Epoch  47 Batch  314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9439, Loss: 0.0257
Epoch  47 Batch  315/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9535, Loss: 0.0148
Epoch  47 Batch  316/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9450, Loss: 0.0196
Epoch  47 Batch  317/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9400, Loss: 0.0162
Epoch  47 Batch  318/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9403, Loss: 0.0117
Epoch  47 Batch  319/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9446, Loss: 0.0182
Epoch  47 Batch  320/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0292
Epoch  47 Batch  321/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0152
Epoch  47 Batch  322/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0156
Epoch  47 Batch  323/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  47 Batch  324/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9521, Loss: 0.0188
Epoch  47 Batch  325/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9496, Loss: 0.0179
Epoch  47 Batch  326/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9517, Loss: 0.0162
Epoch  47 Batch  327/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9474, Loss: 0.0237
Epoch  47 Batch  328/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9471, Loss: 0.0188
Epoch  47 Batch  329/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0194
Epoch  47 Batch  330/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0165
Epoch  47 Batch  331/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0169
Epoch  47 Batch  332/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0135
Epoch  47 Batch  333/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9549, Loss: 0.0165
Epoch  47 Batch  334/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0166
Epoch  47 Batch  335/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9574, Loss: 0.0191
Epoch  47 Batch  336/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0508
Epoch  47 Batch  337/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0166
Epoch  47 Batch  338/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9521, Loss: 0.0235
Epoch  47 Batch  339/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9474, Loss: 0.0104
Epoch  47 Batch  340/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9560, Loss: 0.0183
Epoch  47 Batch  341/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0258
Epoch  47 Batch  342/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9585, Loss: 0.0131
Epoch  47 Batch  343/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  47 Batch  344/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9563, Loss: 0.0205
Epoch  47 Batch  345/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9563, Loss: 0.0146
Epoch  47 Batch  346/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0167
Epoch  47 Batch  347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  47 Batch  348/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9478, Loss: 0.0137
Epoch  47 Batch  349/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9432, Loss: 0.0150
Epoch  47 Batch  350/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9485, Loss: 0.0157
Epoch  47 Batch  351/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9485, Loss: 0.0196
Epoch  47 Batch  352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9485, Loss: 0.0139
Epoch  47 Batch  353/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9439, Loss: 0.0207
Epoch  47 Batch  354/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9492, Loss: 0.0199
Epoch  47 Batch  355/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9489, Loss: 0.0171
Epoch  47 Batch  356/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0170
Epoch  47 Batch  357/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9482, Loss: 0.0168
Epoch  47 Batch  358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9513, Loss: 0.0195
Epoch  47 Batch  359/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9521, Loss: 0.0187
Epoch  47 Batch  360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0162
Epoch  47 Batch  361/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9528, Loss: 0.0132
Epoch  47 Batch  362/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9528, Loss: 0.0195
Epoch  47 Batch  363/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9528, Loss: 0.0213
Epoch  47 Batch  364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9528, Loss: 0.0256
Epoch  47 Batch  365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9524, Loss: 0.0117
Epoch  47 Batch  366/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0124
Epoch  47 Batch  367/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0120
Epoch  47 Batch  368/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9524, Loss: 0.0161
Epoch  47 Batch  369/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  47 Batch  370/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9521, Loss: 0.0186
Epoch  47 Batch  371/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9496, Loss: 0.0121
Epoch  47 Batch  372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0140
Epoch  47 Batch  373/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0123
Epoch  47 Batch  374/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0213
Epoch  47 Batch  375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9517, Loss: 0.0160
Epoch  47 Batch  376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9570, Loss: 0.0229
Epoch  47 Batch  377/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0214
Epoch  47 Batch  378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0119
Epoch  47 Batch  379/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9503, Loss: 0.0251
Epoch  47 Batch  380/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9503, Loss: 0.0134
Epoch  47 Batch  381/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9503, Loss: 0.0197
Epoch  47 Batch  382/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9503, Loss: 0.0254
Epoch  47 Batch  383/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9503, Loss: 0.0176
Epoch  47 Batch  384/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9553, Loss: 0.0118
Epoch  47 Batch  385/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0144
Epoch  47 Batch  386/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9616, Loss: 0.0138
Epoch  47 Batch  387/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0159
Epoch  47 Batch  388/1077 - Train Accuracy: 0.9427, Validation Accuracy: 0.9581, Loss: 0.0278
Epoch  47 Batch  389/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0206
Epoch  47 Batch  390/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9627, Loss: 0.0326
Epoch  47 Batch  391/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0149
Epoch  47 Batch  392/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0268
Epoch  47 Batch  393/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9627, Loss: 0.0150
Epoch  47 Batch  394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0154
Epoch  47 Batch  395/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9624, Loss: 0.0146
Epoch  47 Batch  396/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9666, Loss: 0.0211
Epoch  47 Batch  397/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9602, Loss: 0.0196
Epoch  47 Batch  398/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  47 Batch  399/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0216
Epoch  47 Batch  400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0168
Epoch  47 Batch  401/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9599, Loss: 0.0148
Epoch  47 Batch  402/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0130
Epoch  47 Batch  403/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9606, Loss: 0.0291
Epoch  47 Batch  404/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0187
Epoch  47 Batch  405/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9506, Loss: 0.0213
Epoch  47 Batch  406/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9506, Loss: 0.0137
Epoch  47 Batch  407/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9506, Loss: 0.0227
Epoch  47 Batch  408/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0224
Epoch  47 Batch  409/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9464, Loss: 0.0193
Epoch  47 Batch  410/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9513, Loss: 0.0300
Epoch  47 Batch  411/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0205
Epoch  47 Batch  412/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9513, Loss: 0.0161
Epoch  47 Batch  413/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0140
Epoch  47 Batch  414/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9453, Loss: 0.0162
Epoch  47 Batch  415/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9496, Loss: 0.0203
Epoch  47 Batch  416/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0168
Epoch  47 Batch  417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0295
Epoch  47 Batch  418/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9549, Loss: 0.0194
Epoch  47 Batch  419/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  47 Batch  420/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9460, Loss: 0.0117
Epoch  47 Batch  421/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9457, Loss: 0.0266
Epoch  47 Batch  422/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9460, Loss: 0.0157
Epoch  47 Batch  423/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9485, Loss: 0.0202
Epoch  47 Batch  424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9528, Loss: 0.0172
Epoch  47 Batch  425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9528, Loss: 0.0133
Epoch  47 Batch  426/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0179
Epoch  47 Batch  427/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9506, Loss: 0.0175
Epoch  47 Batch  428/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9453, Loss: 0.0166
Epoch  47 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9499, Loss: 0.0108
Epoch  47 Batch  430/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9478, Loss: 0.0184
Epoch  47 Batch  431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0155
Epoch  47 Batch  432/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  47 Batch  433/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9485, Loss: 0.0200
Epoch  47 Batch  434/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0134
Epoch  47 Batch  435/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9496, Loss: 0.0202
Epoch  47 Batch  436/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9450, Loss: 0.0207
Epoch  47 Batch  437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9403, Loss: 0.0158
Epoch  47 Batch  438/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9375, Loss: 0.0131
Epoch  47 Batch  439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9425, Loss: 0.0212
Epoch  47 Batch  440/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9421, Loss: 0.0206
Epoch  47 Batch  441/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9421, Loss: 0.0168
Epoch  47 Batch  442/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9421, Loss: 0.0233
Epoch  47 Batch  443/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9425, Loss: 0.0189
Epoch  47 Batch  444/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9453, Loss: 0.0180
Epoch  47 Batch  445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9549, Loss: 0.0177
Epoch  47 Batch  446/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9549, Loss: 0.0133
Epoch  47 Batch  447/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0146
Epoch  47 Batch  448/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9457, Loss: 0.0204
Epoch  47 Batch  449/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9382, Loss: 0.0232
Epoch  47 Batch  450/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9382, Loss: 0.0230
Epoch  47 Batch  451/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9386, Loss: 0.0160
Epoch  47 Batch  452/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9382, Loss: 0.0151
Epoch  47 Batch  453/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9375, Loss: 0.0209
Epoch  47 Batch  454/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9375, Loss: 0.0306
Epoch  47 Batch  455/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9375, Loss: 0.0217
Epoch  47 Batch  456/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9460, Loss: 0.0239
Epoch  47 Batch  457/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9460, Loss: 0.0154
Epoch  47 Batch  458/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9460, Loss: 0.0216
Epoch  47 Batch  459/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9496, Loss: 0.0155
Epoch  47 Batch  460/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9496, Loss: 0.0208
Epoch  47 Batch  461/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9496, Loss: 0.0185
Epoch  47 Batch  462/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9442, Loss: 0.0188
Epoch  47 Batch  463/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0167
Epoch  47 Batch  464/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0186
Epoch  47 Batch  465/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9467, Loss: 0.0283
Epoch  47 Batch  466/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0160
Epoch  47 Batch  467/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9510, Loss: 0.0163
Epoch  47 Batch  468/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0144
Epoch  47 Batch  469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9560, Loss: 0.0122
Epoch  47 Batch  470/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9517, Loss: 0.0202
Epoch  47 Batch  471/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9517, Loss: 0.0131
Epoch  47 Batch  472/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0171
Epoch  47 Batch  473/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0156
Epoch  47 Batch  474/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0153
Epoch  47 Batch  475/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9421, Loss: 0.0170
Epoch  47 Batch  476/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0131
Epoch  47 Batch  477/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0197
Epoch  47 Batch  478/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9460, Loss: 0.0221
Epoch  47 Batch  479/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9510, Loss: 0.0206
Epoch  47 Batch  480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9560, Loss: 0.0158
Epoch  47 Batch  481/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9606, Loss: 0.0228
Epoch  47 Batch  482/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9513, Loss: 0.0190
Epoch  47 Batch  483/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9556, Loss: 0.0223
Epoch  47 Batch  484/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0186
Epoch  47 Batch  485/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0191
Epoch  47 Batch  486/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9499, Loss: 0.0143
Epoch  47 Batch  487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9549, Loss: 0.0125
Epoch  47 Batch  488/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9503, Loss: 0.0184
Epoch  47 Batch  489/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0229
Epoch  47 Batch  490/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9411, Loss: 0.0225
Epoch  47 Batch  491/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9460, Loss: 0.0209
Epoch  47 Batch  492/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9371, Loss: 0.0216
Epoch  47 Batch  493/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9371, Loss: 0.0156
Epoch  47 Batch  494/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9375, Loss: 0.0148
Epoch  47 Batch  495/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9425, Loss: 0.0181
Epoch  47 Batch  496/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9425, Loss: 0.0196
Epoch  47 Batch  497/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9478, Loss: 0.0186
Epoch  47 Batch  498/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9567, Loss: 0.0262
Epoch  47 Batch  499/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0203
Epoch  47 Batch  500/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0160
Epoch  47 Batch  501/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0176
Epoch  47 Batch  502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0203
Epoch  47 Batch  503/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0165
Epoch  47 Batch  504/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0165
Epoch  47 Batch  505/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9574, Loss: 0.0137
Epoch  47 Batch  506/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9631, Loss: 0.0255
Epoch  47 Batch  507/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9581, Loss: 0.0226
Epoch  47 Batch  508/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0125
Epoch  47 Batch  509/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9588, Loss: 0.0202
Epoch  47 Batch  510/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0152
Epoch  47 Batch  511/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9581, Loss: 0.0210
Epoch  47 Batch  512/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9581, Loss: 0.0148
Epoch  47 Batch  513/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9588, Loss: 0.0188
Epoch  47 Batch  514/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  47 Batch  515/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  47 Batch  516/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0180
Epoch  47 Batch  517/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0224
Epoch  47 Batch  518/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9485, Loss: 0.0152
Epoch  47 Batch  519/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9421, Loss: 0.0206
Epoch  47 Batch  520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9425, Loss: 0.0140
Epoch  47 Batch  521/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9425, Loss: 0.0262
Epoch  47 Batch  522/1077 - Train Accuracy: 0.9387, Validation Accuracy: 0.9439, Loss: 0.0237
Epoch  47 Batch  523/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9503, Loss: 0.0209
Epoch  47 Batch  524/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9577, Loss: 0.0225
Epoch  47 Batch  525/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9631, Loss: 0.0198
Epoch  47 Batch  526/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  47 Batch  527/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9631, Loss: 0.0167
Epoch  47 Batch  528/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0174
Epoch  47 Batch  529/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  47 Batch  530/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9538, Loss: 0.0216
Epoch  47 Batch  531/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0182
Epoch  47 Batch  532/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9581, Loss: 0.0279
Epoch  47 Batch  533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0145
Epoch  47 Batch  534/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9631, Loss: 0.0229
Epoch  47 Batch  535/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0174
Epoch  47 Batch  536/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  47 Batch  537/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  47 Batch  538/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9634, Loss: 0.0169
Epoch  47 Batch  539/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9680, Loss: 0.0202
Epoch  47 Batch  540/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0103
Epoch  47 Batch  541/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9730, Loss: 0.0183
Epoch  47 Batch  542/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9730, Loss: 0.0188
Epoch  47 Batch  543/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9730, Loss: 0.0135
Epoch  47 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9624, Loss: 0.0117
Epoch  47 Batch  545/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  47 Batch  546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9545, Loss: 0.0200
Epoch  47 Batch  547/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0173
Epoch  47 Batch  548/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0203
Epoch  47 Batch  549/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  47 Batch  550/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9620, Loss: 0.0155
Epoch  47 Batch  551/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9521, Loss: 0.0231
Epoch  47 Batch  552/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9474, Loss: 0.0204
Epoch  47 Batch  553/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0277
Epoch  47 Batch  554/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9517, Loss: 0.0160
Epoch  47 Batch  555/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0160
Epoch  47 Batch  556/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9517, Loss: 0.0131
Epoch  47 Batch  557/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9521, Loss: 0.0154
Epoch  47 Batch  558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0140
Epoch  47 Batch  559/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9496, Loss: 0.0170
Epoch  47 Batch  560/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  47 Batch  561/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9570, Loss: 0.0166
Epoch  47 Batch  562/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9663, Loss: 0.0130
Epoch  47 Batch  563/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9609, Loss: 0.0190
Epoch  47 Batch  564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9563, Loss: 0.0269
Epoch  47 Batch  565/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9549, Loss: 0.0231
Epoch  47 Batch  566/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9499, Loss: 0.0182
Epoch  47 Batch  567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9496, Loss: 0.0210
Epoch  47 Batch  568/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9549, Loss: 0.0138
Epoch  47 Batch  569/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0192
Epoch  47 Batch  570/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9609, Loss: 0.0246
Epoch  47 Batch  571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9613, Loss: 0.0157
Epoch  47 Batch  572/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9659, Loss: 0.0193
Epoch  47 Batch  573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0307
Epoch  47 Batch  574/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9634, Loss: 0.0214
Epoch  47 Batch  575/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0133
Epoch  47 Batch  576/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  47 Batch  577/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0180
Epoch  47 Batch  578/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0173
Epoch  47 Batch  579/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9517, Loss: 0.0188
Epoch  47 Batch  580/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9464, Loss: 0.0138
Epoch  47 Batch  581/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9538, Loss: 0.0128
Epoch  47 Batch  582/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0145
Epoch  47 Batch  583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9535, Loss: 0.0207
Epoch  47 Batch  584/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9538, Loss: 0.0191
Epoch  47 Batch  585/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0127
Epoch  47 Batch  586/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9553, Loss: 0.0164
Epoch  47 Batch  587/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9553, Loss: 0.0230
Epoch  47 Batch  588/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9553, Loss: 0.0184
Epoch  47 Batch  589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9503, Loss: 0.0176
Epoch  47 Batch  590/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9638, Loss: 0.0212
Epoch  47 Batch  591/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  47 Batch  592/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  47 Batch  593/1077 - Train Accuracy: 0.9438, Validation Accuracy: 0.9634, Loss: 0.0302
Epoch  47 Batch  594/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0210
Epoch  47 Batch  595/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0180
Epoch  47 Batch  596/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0170
Epoch  47 Batch  597/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9634, Loss: 0.0174
Epoch  47 Batch  598/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9585, Loss: 0.0189
Epoch  47 Batch  599/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0347
Epoch  47 Batch  600/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0214
Epoch  47 Batch  601/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9638, Loss: 0.0161
Epoch  47 Batch  602/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0192
Epoch  47 Batch  603/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9709, Loss: 0.0180
Epoch  47 Batch  604/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9755, Loss: 0.0292
Epoch  47 Batch  605/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9755, Loss: 0.0243
Epoch  47 Batch  606/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9712, Loss: 0.0138
Epoch  47 Batch  607/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9755, Loss: 0.0259
Epoch  47 Batch  608/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9727, Loss: 0.0231
Epoch  47 Batch  609/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0243
Epoch  47 Batch  610/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9705, Loss: 0.0213
Epoch  47 Batch  611/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0166
Epoch  47 Batch  612/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9599, Loss: 0.0150
Epoch  47 Batch  613/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9641, Loss: 0.0176
Epoch  47 Batch  614/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9595, Loss: 0.0168
Epoch  47 Batch  615/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0140
Epoch  47 Batch  616/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0187
Epoch  47 Batch  617/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9613, Loss: 0.0149
Epoch  47 Batch  618/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0209
Epoch  47 Batch  619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9616, Loss: 0.0129
Epoch  47 Batch  620/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0133
Epoch  47 Batch  621/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0223
Epoch  47 Batch  622/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9450, Loss: 0.0247
Epoch  47 Batch  623/1077 - Train Accuracy: 0.9301, Validation Accuracy: 0.9450, Loss: 0.0263
Epoch  47 Batch  624/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9542, Loss: 0.0189
Epoch  47 Batch  625/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0144
Epoch  47 Batch  626/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9542, Loss: 0.0203
Epoch  47 Batch  627/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  47 Batch  628/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9588, Loss: 0.0184
Epoch  47 Batch  629/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0190
Epoch  47 Batch  630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0196
Epoch  47 Batch  631/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0226
Epoch  47 Batch  632/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0154
Epoch  47 Batch  633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0191
Epoch  47 Batch  634/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0166
Epoch  47 Batch  635/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9727, Loss: 0.0246
Epoch  47 Batch  636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9755, Loss: 0.0155
Epoch  47 Batch  637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9705, Loss: 0.0173
Epoch  47 Batch  638/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9663, Loss: 0.0165
Epoch  47 Batch  639/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0219
Epoch  47 Batch  640/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9638, Loss: 0.0154
Epoch  47 Batch  641/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0166
Epoch  47 Batch  642/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0148
Epoch  47 Batch  643/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  47 Batch  644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9631, Loss: 0.0151
Epoch  47 Batch  645/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0186
Epoch  47 Batch  646/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  47 Batch  647/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9556, Loss: 0.0183
Epoch  47 Batch  648/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9549, Loss: 0.0131
Epoch  47 Batch  649/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9549, Loss: 0.0160
Epoch  47 Batch  650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9592, Loss: 0.0159
Epoch  47 Batch  651/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0153
Epoch  47 Batch  652/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0193
Epoch  47 Batch  653/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  47 Batch  654/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0169
Epoch  47 Batch  655/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0226
Epoch  47 Batch  656/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0200
Epoch  47 Batch  657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9581, Loss: 0.0227
Epoch  47 Batch  658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9581, Loss: 0.0119
Epoch  47 Batch  659/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9535, Loss: 0.0163
Epoch  47 Batch  660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0146
Epoch  47 Batch  661/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  47 Batch  662/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0160
Epoch  47 Batch  663/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0125
Epoch  47 Batch  664/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0179
Epoch  47 Batch  665/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0148
Epoch  47 Batch  666/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9624, Loss: 0.0164
Epoch  47 Batch  667/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9577, Loss: 0.0205
Epoch  47 Batch  668/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9521, Loss: 0.0170
Epoch  47 Batch  669/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0124
Epoch  47 Batch  670/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9524, Loss: 0.0159
Epoch  47 Batch  671/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9524, Loss: 0.0227
Epoch  47 Batch  672/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0198
Epoch  47 Batch  673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9503, Loss: 0.0229
Epoch  47 Batch  674/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0165
Epoch  47 Batch  675/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9524, Loss: 0.0195
Epoch  47 Batch  676/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9474, Loss: 0.0154
Epoch  47 Batch  677/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0178
Epoch  47 Batch  678/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0123
Epoch  47 Batch  679/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9432, Loss: 0.0137
Epoch  47 Batch  680/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9474, Loss: 0.0199
Epoch  47 Batch  681/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9425, Loss: 0.0176
Epoch  47 Batch  682/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0141
Epoch  47 Batch  683/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9428, Loss: 0.0152
Epoch  47 Batch  684/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9428, Loss: 0.0192
Epoch  47 Batch  685/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9428, Loss: 0.0242
Epoch  47 Batch  686/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9478, Loss: 0.0135
Epoch  47 Batch  687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9478, Loss: 0.0196
Epoch  47 Batch  688/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  47 Batch  689/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0099
Epoch  47 Batch  690/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0206
Epoch  47 Batch  691/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9606, Loss: 0.0193
Epoch  47 Batch  692/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9602, Loss: 0.0194
Epoch  47 Batch  693/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9602, Loss: 0.0230
Epoch  47 Batch  694/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9606, Loss: 0.0166
Epoch  47 Batch  695/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9712, Loss: 0.0172
Epoch  47 Batch  696/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9805, Loss: 0.0169
Epoch  47 Batch  697/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9787, Loss: 0.0171
Epoch  47 Batch  698/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0142
Epoch  47 Batch  699/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  47 Batch  700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9631, Loss: 0.0148
Epoch  47 Batch  701/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0174
Epoch  47 Batch  702/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9627, Loss: 0.0258
Epoch  47 Batch  703/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0198
Epoch  47 Batch  704/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9680, Loss: 0.0222
Epoch  47 Batch  705/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9734, Loss: 0.0212
Epoch  47 Batch  706/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9730, Loss: 0.0357
Epoch  47 Batch  707/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9730, Loss: 0.0226
Epoch  47 Batch  708/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  47 Batch  709/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9531, Loss: 0.0216
Epoch  47 Batch  710/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0157
Epoch  47 Batch  711/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9471, Loss: 0.0235
Epoch  47 Batch  712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9471, Loss: 0.0151
Epoch  47 Batch  713/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9478, Loss: 0.0149
Epoch  47 Batch  714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9425, Loss: 0.0188
Epoch  47 Batch  715/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9467, Loss: 0.0181
Epoch  47 Batch  716/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  47 Batch  717/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9517, Loss: 0.0133
Epoch  47 Batch  718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0181
Epoch  47 Batch  719/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9464, Loss: 0.0199
Epoch  47 Batch  720/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9464, Loss: 0.0213
Epoch  47 Batch  721/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9464, Loss: 0.0156
Epoch  47 Batch  722/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9499, Loss: 0.0145
Epoch  47 Batch  723/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9553, Loss: 0.0198
Epoch  47 Batch  724/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9556, Loss: 0.0237
Epoch  47 Batch  725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9538, Loss: 0.0163
Epoch  47 Batch  726/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0143
Epoch  47 Batch  727/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9542, Loss: 0.0140
Epoch  47 Batch  728/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9528, Loss: 0.0219
Epoch  47 Batch  729/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9528, Loss: 0.0215
Epoch  47 Batch  730/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9474, Loss: 0.0251
Epoch  47 Batch  731/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9496, Loss: 0.0168
Epoch  47 Batch  732/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9474, Loss: 0.0245
Epoch  47 Batch  733/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9418, Loss: 0.0203
Epoch  47 Batch  734/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9524, Loss: 0.0192
Epoch  47 Batch  735/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0208
Epoch  47 Batch  736/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  47 Batch  737/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9464, Loss: 0.0161
Epoch  47 Batch  738/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0143
Epoch  47 Batch  739/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9510, Loss: 0.0196
Epoch  47 Batch  740/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0143
Epoch  47 Batch  741/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0285
Epoch  47 Batch  742/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9602, Loss: 0.0170
Epoch  47 Batch  743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9588, Loss: 0.0266
Epoch  47 Batch  744/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9673, Loss: 0.0213
Epoch  47 Batch  745/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9545, Loss: 0.0210
Epoch  47 Batch  746/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0338
Epoch  47 Batch  747/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0169
Epoch  47 Batch  748/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0158
Epoch  47 Batch  749/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9670, Loss: 0.0195
Epoch  47 Batch  750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0285
Epoch  47 Batch  751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0204
Epoch  47 Batch  752/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9659, Loss: 0.0197
Epoch  47 Batch  753/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0199
Epoch  47 Batch  754/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0242
Epoch  47 Batch  755/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0198
Epoch  47 Batch  756/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  47 Batch  757/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9670, Loss: 0.0236
Epoch  47 Batch  758/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0183
Epoch  47 Batch  759/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9656, Loss: 0.0216
Epoch  47 Batch  760/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0209
Epoch  47 Batch  761/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9638, Loss: 0.0159
Epoch  47 Batch  762/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  47 Batch  763/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9570, Loss: 0.0193
Epoch  47 Batch  764/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9567, Loss: 0.0195
Epoch  47 Batch  765/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9567, Loss: 0.0264
Epoch  47 Batch  766/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0221
Epoch  47 Batch  767/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  47 Batch  768/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9723, Loss: 0.0175
Epoch  47 Batch  769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0213
Epoch  47 Batch  770/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0194
Epoch  47 Batch  771/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0189
Epoch  47 Batch  772/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  47 Batch  773/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0152
Epoch  47 Batch  774/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0171
Epoch  47 Batch  775/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9645, Loss: 0.0167
Epoch  47 Batch  776/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9723, Loss: 0.0201
Epoch  47 Batch  777/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9727, Loss: 0.0143
Epoch  47 Batch  778/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9727, Loss: 0.0204
Epoch  47 Batch  779/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  47 Batch  780/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9680, Loss: 0.0251
Epoch  47 Batch  781/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9702, Loss: 0.0297
Epoch  47 Batch  782/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  47 Batch  783/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9702, Loss: 0.0235
Epoch  47 Batch  784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0111
Epoch  47 Batch  785/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0147
Epoch  47 Batch  786/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9631, Loss: 0.0130
Epoch  47 Batch  787/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9727, Loss: 0.0162
Epoch  47 Batch  788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0179
Epoch  47 Batch  789/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9723, Loss: 0.0195
Epoch  47 Batch  790/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9666, Loss: 0.0225
Epoch  47 Batch  791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  47 Batch  792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0155
Epoch  47 Batch  793/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  47 Batch  794/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9521, Loss: 0.0133
Epoch  47 Batch  795/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9474, Loss: 0.0218
Epoch  47 Batch  796/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9620, Loss: 0.0174
Epoch  47 Batch  797/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0194
Epoch  47 Batch  798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0137
Epoch  47 Batch  799/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9677, Loss: 0.0250
Epoch  47 Batch  800/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  47 Batch  801/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9609, Loss: 0.0127
Epoch  47 Batch  802/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0231
Epoch  47 Batch  803/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9570, Loss: 0.0168
Epoch  47 Batch  804/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9620, Loss: 0.0097
Epoch  47 Batch  805/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0183
Epoch  47 Batch  806/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9510, Loss: 0.0142
Epoch  47 Batch  807/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9553, Loss: 0.0119
Epoch  47 Batch  808/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9556, Loss: 0.0292
Epoch  47 Batch  809/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9556, Loss: 0.0341
Epoch  47 Batch  810/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9510, Loss: 0.0151
Epoch  47 Batch  811/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9478, Loss: 0.0189
Epoch  47 Batch  812/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9513, Loss: 0.0166
Epoch  47 Batch  813/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9513, Loss: 0.0190
Epoch  47 Batch  814/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9517, Loss: 0.0185
Epoch  47 Batch  815/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  47 Batch  816/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9609, Loss: 0.0156
Epoch  47 Batch  817/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9695, Loss: 0.0162
Epoch  47 Batch  818/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9645, Loss: 0.0209
Epoch  47 Batch  819/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0206
Epoch  47 Batch  820/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9695, Loss: 0.0165
Epoch  47 Batch  821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9695, Loss: 0.0178
Epoch  47 Batch  822/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0141
Epoch  47 Batch  823/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0199
Epoch  47 Batch  824/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9599, Loss: 0.0201
Epoch  47 Batch  825/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9599, Loss: 0.0113
Epoch  47 Batch  826/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0151
Epoch  47 Batch  827/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0222
Epoch  47 Batch  828/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0160
Epoch  47 Batch  829/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0255
Epoch  47 Batch  830/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9624, Loss: 0.0207
Epoch  47 Batch  831/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  47 Batch  832/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0145
Epoch  47 Batch  833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0203
Epoch  47 Batch  834/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9531, Loss: 0.0184
Epoch  47 Batch  835/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0192
Epoch  47 Batch  836/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9588, Loss: 0.0138
Epoch  47 Batch  837/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9634, Loss: 0.0227
Epoch  47 Batch  838/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0166
Epoch  47 Batch  839/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0141
Epoch  47 Batch  840/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9482, Loss: 0.0181
Epoch  47 Batch  841/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9482, Loss: 0.0283
Epoch  47 Batch  842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9482, Loss: 0.0125
Epoch  47 Batch  843/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9478, Loss: 0.0132
Epoch  47 Batch  844/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9624, Loss: 0.0180
Epoch  47 Batch  845/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0135
Epoch  47 Batch  846/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9712, Loss: 0.0243
Epoch  47 Batch  847/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0232
Epoch  47 Batch  848/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9631, Loss: 0.0167
Epoch  47 Batch  849/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0103
Epoch  47 Batch  850/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0242
Epoch  47 Batch  851/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0250
Epoch  47 Batch  852/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9741, Loss: 0.0248
Epoch  47 Batch  853/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9737, Loss: 0.0185
Epoch  47 Batch  854/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9716, Loss: 0.0190
Epoch  47 Batch  855/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9716, Loss: 0.0207
Epoch  47 Batch  856/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9716, Loss: 0.0181
Epoch  47 Batch  857/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0168
Epoch  47 Batch  858/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9702, Loss: 0.0115
Epoch  47 Batch  859/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0194
Epoch  47 Batch  860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9698, Loss: 0.0202
Epoch  47 Batch  861/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9680, Loss: 0.0156
Epoch  47 Batch  862/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0191
Epoch  47 Batch  863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9684, Loss: 0.0193
Epoch  47 Batch  864/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0232
Epoch  47 Batch  865/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9616, Loss: 0.0243
Epoch  47 Batch  866/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0229
Epoch  47 Batch  867/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9613, Loss: 0.0533
Epoch  47 Batch  868/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0204
Epoch  47 Batch  869/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0151
Epoch  47 Batch  870/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9663, Loss: 0.0172
Epoch  47 Batch  871/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9663, Loss: 0.0156
Epoch  47 Batch  872/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9680, Loss: 0.0218
Epoch  47 Batch  873/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0166
Epoch  47 Batch  874/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9588, Loss: 0.0206
Epoch  47 Batch  875/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0134
Epoch  47 Batch  876/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  47 Batch  877/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0146
Epoch  47 Batch  878/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  47 Batch  879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9570, Loss: 0.0113
Epoch  47 Batch  880/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0194
Epoch  47 Batch  881/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0173
Epoch  47 Batch  882/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0161
Epoch  47 Batch  883/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0224
Epoch  47 Batch  884/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9666, Loss: 0.0227
Epoch  47 Batch  885/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9716, Loss: 0.0100
Epoch  47 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9716, Loss: 0.0182
Epoch  47 Batch  887/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0204
Epoch  47 Batch  888/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9609, Loss: 0.0186
Epoch  47 Batch  889/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9663, Loss: 0.0183
Epoch  47 Batch  890/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9659, Loss: 0.0175
Epoch  47 Batch  891/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0139
Epoch  47 Batch  892/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9613, Loss: 0.0171
Epoch  47 Batch  893/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9620, Loss: 0.0170
Epoch  47 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9663, Loss: 0.0140
Epoch  47 Batch  895/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0118
Epoch  47 Batch  896/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9638, Loss: 0.0178
Epoch  47 Batch  897/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0153
Epoch  47 Batch  898/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9588, Loss: 0.0213
Epoch  47 Batch  899/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0204
Epoch  47 Batch  900/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9723, Loss: 0.0220
Epoch  47 Batch  901/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9727, Loss: 0.0300
Epoch  47 Batch  902/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0221
Epoch  47 Batch  903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  47 Batch  904/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  47 Batch  905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  47 Batch  906/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0148
Epoch  47 Batch  907/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0175
Epoch  47 Batch  908/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0164
Epoch  47 Batch  909/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9705, Loss: 0.0273
Epoch  47 Batch  910/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9684, Loss: 0.0195
Epoch  47 Batch  911/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9734, Loss: 0.0213
Epoch  47 Batch  912/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9734, Loss: 0.0184
Epoch  47 Batch  913/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9712, Loss: 0.0235
Epoch  47 Batch  914/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0507
Epoch  47 Batch  915/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9688, Loss: 0.0147
Epoch  47 Batch  916/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0161
Epoch  47 Batch  917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0203
Epoch  47 Batch  918/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0145
Epoch  47 Batch  919/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0149
Epoch  47 Batch  920/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  47 Batch  921/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0176
Epoch  47 Batch  922/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  47 Batch  923/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9585, Loss: 0.0091
Epoch  47 Batch  924/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0214
Epoch  47 Batch  925/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9581, Loss: 0.0129
Epoch  47 Batch  926/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9577, Loss: 0.0196
Epoch  47 Batch  927/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9581, Loss: 0.0263
Epoch  47 Batch  928/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9581, Loss: 0.0193
Epoch  47 Batch  929/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9585, Loss: 0.0124
Epoch  47 Batch  930/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0163
Epoch  47 Batch  931/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  47 Batch  932/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0157
Epoch  47 Batch  933/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0145
Epoch  47 Batch  934/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0153
Epoch  47 Batch  935/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  47 Batch  936/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9620, Loss: 0.0189
Epoch  47 Batch  937/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9620, Loss: 0.0269
Epoch  47 Batch  938/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9666, Loss: 0.0197
Epoch  47 Batch  939/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0215
Epoch  47 Batch  940/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9663, Loss: 0.0181
Epoch  47 Batch  941/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9663, Loss: 0.0160
Epoch  47 Batch  942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9663, Loss: 0.0208
Epoch  47 Batch  943/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9663, Loss: 0.0158
Epoch  47 Batch  944/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9666, Loss: 0.0176
Epoch  47 Batch  945/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9645, Loss: 0.0123
Epoch  47 Batch  946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9645, Loss: 0.0139
Epoch  47 Batch  947/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9645, Loss: 0.0167
Epoch  47 Batch  948/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0195
Epoch  47 Batch  949/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9531, Loss: 0.0161
Epoch  47 Batch  950/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9592, Loss: 0.0155
Epoch  47 Batch  951/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9620, Loss: 0.0222
Epoch  47 Batch  952/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9570, Loss: 0.0098
Epoch  47 Batch  953/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9524, Loss: 0.0151
Epoch  47 Batch  954/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9524, Loss: 0.0250
Epoch  47 Batch  955/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0197
Epoch  47 Batch  956/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9592, Loss: 0.0177
Epoch  47 Batch  957/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0140
Epoch  47 Batch  958/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9496, Loss: 0.0181
Epoch  47 Batch  959/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9538, Loss: 0.0202
Epoch  47 Batch  960/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0174
Epoch  47 Batch  961/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  47 Batch  962/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9680, Loss: 0.0226
Epoch  47 Batch  963/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0240
Epoch  47 Batch  964/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9688, Loss: 0.0161
Epoch  47 Batch  965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0284
Epoch  47 Batch  966/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9638, Loss: 0.0178
Epoch  47 Batch  967/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9684, Loss: 0.0203
Epoch  47 Batch  968/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9688, Loss: 0.0226
Epoch  47 Batch  969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9680, Loss: 0.0232
Epoch  47 Batch  970/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9723, Loss: 0.0151
Epoch  47 Batch  971/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9723, Loss: 0.0295
Epoch  47 Batch  972/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9716, Loss: 0.0200
Epoch  47 Batch  973/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0129
Epoch  47 Batch  974/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0161
Epoch  47 Batch  975/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9652, Loss: 0.0147
Epoch  47 Batch  976/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9563, Loss: 0.0144
Epoch  47 Batch  977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9492, Loss: 0.0096
Epoch  47 Batch  978/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9492, Loss: 0.0199
Epoch  47 Batch  979/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9496, Loss: 0.0171
Epoch  47 Batch  980/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0263
Epoch  47 Batch  981/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9464, Loss: 0.0242
Epoch  47 Batch  982/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9460, Loss: 0.0188
Epoch  47 Batch  983/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0136
Epoch  47 Batch  984/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  47 Batch  985/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9716, Loss: 0.0123
Epoch  47 Batch  986/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9716, Loss: 0.0183
Epoch  47 Batch  987/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0141
Epoch  47 Batch  988/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9616, Loss: 0.0184
Epoch  47 Batch  989/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9496, Loss: 0.0182
Epoch  47 Batch  990/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9435, Loss: 0.0199
Epoch  47 Batch  991/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9389, Loss: 0.0147
Epoch  47 Batch  992/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9400, Loss: 0.0215
Epoch  47 Batch  993/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9354, Loss: 0.0141
Epoch  47 Batch  994/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9400, Loss: 0.0185
Epoch  47 Batch  995/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9400, Loss: 0.0139
Epoch  47 Batch  996/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9499, Loss: 0.0175
Epoch  47 Batch  997/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9471, Loss: 0.0191
Epoch  47 Batch  998/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0146
Epoch  47 Batch  999/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9467, Loss: 0.0219
Epoch  47 Batch 1000/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9492, Loss: 0.0174
Epoch  47 Batch 1001/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9442, Loss: 0.0110
Epoch  47 Batch 1002/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9396, Loss: 0.0103
Epoch  47 Batch 1003/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9396, Loss: 0.0191
Epoch  47 Batch 1004/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9389, Loss: 0.0197
Epoch  47 Batch 1005/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9389, Loss: 0.0165
Epoch  47 Batch 1006/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9482, Loss: 0.0151
Epoch  47 Batch 1007/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9435, Loss: 0.0117
Epoch  47 Batch 1008/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9499, Loss: 0.0219
Epoch  47 Batch 1009/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9478, Loss: 0.0134
Epoch  47 Batch 1010/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9460, Loss: 0.0156
Epoch  47 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0168
Epoch  47 Batch 1012/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9513, Loss: 0.0121
Epoch  47 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0125
Epoch  47 Batch 1014/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  47 Batch 1015/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0241
Epoch  47 Batch 1016/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0175
Epoch  47 Batch 1017/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  47 Batch 1018/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9592, Loss: 0.0256
Epoch  47 Batch 1019/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9538, Loss: 0.0273
Epoch  47 Batch 1020/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9549, Loss: 0.0164
Epoch  47 Batch 1021/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0141
Epoch  47 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9549, Loss: 0.0177
Epoch  47 Batch 1023/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9549, Loss: 0.0187
Epoch  47 Batch 1024/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0208
Epoch  47 Batch 1025/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9549, Loss: 0.0202
Epoch  47 Batch 1026/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9549, Loss: 0.0215
Epoch  47 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9606, Loss: 0.0161
Epoch  47 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0202
Epoch  47 Batch 1029/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9698, Loss: 0.0188
Epoch  47 Batch 1030/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0177
Epoch  47 Batch 1031/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9592, Loss: 0.0237
Epoch  47 Batch 1032/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9641, Loss: 0.0190
Epoch  47 Batch 1033/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9570, Loss: 0.0195
Epoch  47 Batch 1034/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0172
Epoch  47 Batch 1035/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9656, Loss: 0.0128
Epoch  47 Batch 1036/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  47 Batch 1037/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9652, Loss: 0.0176
Epoch  47 Batch 1038/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0289
Epoch  47 Batch 1039/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9656, Loss: 0.0173
Epoch  47 Batch 1040/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9656, Loss: 0.0181
Epoch  47 Batch 1041/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0267
Epoch  47 Batch 1042/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  47 Batch 1043/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9599, Loss: 0.0293
Epoch  47 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9599, Loss: 0.0179
Epoch  47 Batch 1045/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0180
Epoch  47 Batch 1046/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0112
Epoch  47 Batch 1047/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9531, Loss: 0.0134
Epoch  47 Batch 1048/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0212
Epoch  47 Batch 1049/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9577, Loss: 0.0181
Epoch  47 Batch 1050/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9577, Loss: 0.0117
Epoch  47 Batch 1051/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9648, Loss: 0.0252
Epoch  47 Batch 1052/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9648, Loss: 0.0152
Epoch  47 Batch 1053/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9648, Loss: 0.0196
Epoch  47 Batch 1054/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9698, Loss: 0.0157
Epoch  47 Batch 1055/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9698, Loss: 0.0185
Epoch  47 Batch 1056/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9730, Loss: 0.0124
Epoch  47 Batch 1057/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9730, Loss: 0.0156
Epoch  47 Batch 1058/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9680, Loss: 0.0204
Epoch  47 Batch 1059/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9730, Loss: 0.0231
Epoch  47 Batch 1060/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9680, Loss: 0.0130
Epoch  47 Batch 1061/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9648, Loss: 0.0252
Epoch  47 Batch 1062/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0204
Epoch  47 Batch 1063/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0212
Epoch  47 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0178
Epoch  47 Batch 1065/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0193
Epoch  47 Batch 1066/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9695, Loss: 0.0172
Epoch  47 Batch 1067/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9695, Loss: 0.0225
Epoch  47 Batch 1068/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0134
Epoch  47 Batch 1069/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0139
Epoch  47 Batch 1070/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0164
Epoch  47 Batch 1071/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0217
Epoch  47 Batch 1072/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9695, Loss: 0.0186
Epoch  47 Batch 1073/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0167
Epoch  47 Batch 1074/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9648, Loss: 0.0223
Epoch  47 Batch 1075/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9599, Loss: 0.0237
Epoch  48 Batch    1/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0132
Epoch  48 Batch    2/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  48 Batch    3/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9634, Loss: 0.0216
Epoch  48 Batch    4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  48 Batch    5/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0259
Epoch  48 Batch    6/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0126
Epoch  48 Batch    7/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0182
Epoch  48 Batch    8/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9641, Loss: 0.0180
Epoch  48 Batch    9/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0160
Epoch  48 Batch   10/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9638, Loss: 0.0186
Epoch  48 Batch   11/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9638, Loss: 0.0267
Epoch  48 Batch   12/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9638, Loss: 0.0141
Epoch  48 Batch   13/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0229
Epoch  48 Batch   14/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9684, Loss: 0.0160
Epoch  48 Batch   15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0140
Epoch  48 Batch   16/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9680, Loss: 0.0187
Epoch  48 Batch   17/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0158
Epoch  48 Batch   18/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9748, Loss: 0.0144
Epoch  48 Batch   19/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9727, Loss: 0.0161
Epoch  48 Batch   20/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9723, Loss: 0.0132
Epoch  48 Batch   21/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9634, Loss: 0.0227
Epoch  48 Batch   22/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0162
Epoch  48 Batch   23/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0138
Epoch  48 Batch   24/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9638, Loss: 0.0193
Epoch  48 Batch   25/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9638, Loss: 0.0108
Epoch  48 Batch   26/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0222
Epoch  48 Batch   27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  48 Batch   28/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0170
Epoch  48 Batch   29/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0185
Epoch  48 Batch   30/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0145
Epoch  48 Batch   31/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0158
Epoch  48 Batch   32/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0152
Epoch  48 Batch   33/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9688, Loss: 0.0124
Epoch  48 Batch   34/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9670, Loss: 0.0199
Epoch  48 Batch   35/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9670, Loss: 0.0196
Epoch  48 Batch   36/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9695, Loss: 0.0159
Epoch  48 Batch   37/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9638, Loss: 0.0195
Epoch  48 Batch   38/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9641, Loss: 0.0242
Epoch  48 Batch   39/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9624, Loss: 0.0193
Epoch  48 Batch   40/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0129
Epoch  48 Batch   41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9624, Loss: 0.0123
Epoch  48 Batch   42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9624, Loss: 0.0240
Epoch  48 Batch   43/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0141
Epoch  48 Batch   44/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9542, Loss: 0.0135
Epoch  48 Batch   45/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0204
Epoch  48 Batch   46/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9521, Loss: 0.0236
Epoch  48 Batch   47/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  48 Batch   48/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0247
Epoch  48 Batch   49/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0248
Epoch  48 Batch   50/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9549, Loss: 0.0150
Epoch  48 Batch   51/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0160
Epoch  48 Batch   52/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9499, Loss: 0.0234
Epoch  48 Batch   53/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9595, Loss: 0.0146
Epoch  48 Batch   54/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9549, Loss: 0.0337
Epoch  48 Batch   55/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9549, Loss: 0.0159
Epoch  48 Batch   56/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9549, Loss: 0.0129
Epoch  48 Batch   57/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9545, Loss: 0.0206
Epoch  48 Batch   58/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9499, Loss: 0.0142
Epoch  48 Batch   59/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9499, Loss: 0.0205
Epoch  48 Batch   60/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0127
Epoch  48 Batch   61/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9446, Loss: 0.0140
Epoch  48 Batch   62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9513, Loss: 0.0208
Epoch  48 Batch   63/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0158
Epoch  48 Batch   64/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0147
Epoch  48 Batch   65/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9524, Loss: 0.0154
Epoch  48 Batch   66/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0106
Epoch  48 Batch   67/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0159
Epoch  48 Batch   68/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9627, Loss: 0.0259
Epoch  48 Batch   69/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9627, Loss: 0.0273
Epoch  48 Batch   70/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9677, Loss: 0.0244
Epoch  48 Batch   71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9577, Loss: 0.0124
Epoch  48 Batch   72/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0169
Epoch  48 Batch   73/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0132
Epoch  48 Batch   74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9602, Loss: 0.0174
Epoch  48 Batch   75/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9549, Loss: 0.0269
Epoch  48 Batch   76/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9496, Loss: 0.0142
Epoch  48 Batch   77/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9400, Loss: 0.0166
Epoch  48 Batch   78/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9396, Loss: 0.0158
Epoch  48 Batch   79/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9396, Loss: 0.0135
Epoch  48 Batch   80/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0153
Epoch  48 Batch   81/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9595, Loss: 0.0141
Epoch  48 Batch   82/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9645, Loss: 0.0165
Epoch  48 Batch   83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0168
Epoch  48 Batch   84/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9521, Loss: 0.0150
Epoch  48 Batch   85/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0150
Epoch  48 Batch   86/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9535, Loss: 0.0174
Epoch  48 Batch   87/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0212
Epoch  48 Batch   88/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0220
Epoch  48 Batch   89/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0166
Epoch  48 Batch   90/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0141
Epoch  48 Batch   91/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9595, Loss: 0.0176
Epoch  48 Batch   92/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9556, Loss: 0.0151
Epoch  48 Batch   93/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9499, Loss: 0.0154
Epoch  48 Batch   94/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9503, Loss: 0.0156
Epoch  48 Batch   95/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9482, Loss: 0.0215
Epoch  48 Batch   96/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9492, Loss: 0.0175
Epoch  48 Batch   97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9538, Loss: 0.0209
Epoch  48 Batch   98/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9535, Loss: 0.0220
Epoch  48 Batch   99/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0151
Epoch  48 Batch  100/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0152
Epoch  48 Batch  101/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0161
Epoch  48 Batch  102/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9688, Loss: 0.0126
Epoch  48 Batch  103/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9716, Loss: 0.0212
Epoch  48 Batch  104/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9748, Loss: 0.0224
Epoch  48 Batch  105/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9698, Loss: 0.0145
Epoch  48 Batch  106/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9645, Loss: 0.0168
Epoch  48 Batch  107/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9645, Loss: 0.0204
Epoch  48 Batch  108/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9673, Loss: 0.0243
Epoch  48 Batch  109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0170
Epoch  48 Batch  110/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0183
Epoch  48 Batch  111/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0137
Epoch  48 Batch  112/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  48 Batch  113/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9606, Loss: 0.0254
Epoch  48 Batch  114/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9624, Loss: 0.0137
Epoch  48 Batch  115/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0164
Epoch  48 Batch  116/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9663, Loss: 0.0275
Epoch  48 Batch  117/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9620, Loss: 0.0170
Epoch  48 Batch  118/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0165
Epoch  48 Batch  119/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9645, Loss: 0.0118
Epoch  48 Batch  120/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0238
Epoch  48 Batch  121/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0211
Epoch  48 Batch  122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9666, Loss: 0.0188
Epoch  48 Batch  123/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9698, Loss: 0.0130
Epoch  48 Batch  124/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0200
Epoch  48 Batch  125/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9656, Loss: 0.0266
Epoch  48 Batch  126/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9595, Loss: 0.0170
Epoch  48 Batch  127/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  48 Batch  128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9613, Loss: 0.0168
Epoch  48 Batch  129/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0250
Epoch  48 Batch  130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  48 Batch  131/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9680, Loss: 0.0160
Epoch  48 Batch  132/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0163
Epoch  48 Batch  133/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9627, Loss: 0.0122
Epoch  48 Batch  134/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  48 Batch  135/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9531, Loss: 0.0168
Epoch  48 Batch  136/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9581, Loss: 0.0149
Epoch  48 Batch  137/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  48 Batch  138/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9631, Loss: 0.0209
Epoch  48 Batch  139/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0204
Epoch  48 Batch  140/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9599, Loss: 0.0136
Epoch  48 Batch  141/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0143
Epoch  48 Batch  142/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9538, Loss: 0.0166
Epoch  48 Batch  143/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0203
Epoch  48 Batch  144/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9602, Loss: 0.0210
Epoch  48 Batch  145/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9695, Loss: 0.0141
Epoch  48 Batch  146/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9606, Loss: 0.0529
Epoch  48 Batch  147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  48 Batch  148/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9599, Loss: 0.0258
Epoch  48 Batch  149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0122
Epoch  48 Batch  150/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9691, Loss: 0.0184
Epoch  48 Batch  151/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9688, Loss: 0.0124
Epoch  48 Batch  152/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9691, Loss: 0.0210
Epoch  48 Batch  153/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9499, Loss: 0.0278
Epoch  48 Batch  154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9450, Loss: 0.0170
Epoch  48 Batch  155/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9450, Loss: 0.0150
Epoch  48 Batch  156/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0129
Epoch  48 Batch  157/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0153
Epoch  48 Batch  158/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9659, Loss: 0.0175
Epoch  48 Batch  159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0180
Epoch  48 Batch  160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0138
Epoch  48 Batch  161/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0132
Epoch  48 Batch  162/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9510, Loss: 0.0142
Epoch  48 Batch  163/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9499, Loss: 0.0265
Epoch  48 Batch  164/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0170
Epoch  48 Batch  165/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9499, Loss: 0.0249
Epoch  48 Batch  166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9503, Loss: 0.0169
Epoch  48 Batch  167/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0137
Epoch  48 Batch  168/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9606, Loss: 0.0280
Epoch  48 Batch  169/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0155
Epoch  48 Batch  170/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9545, Loss: 0.0194
Epoch  48 Batch  171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9553, Loss: 0.0179
Epoch  48 Batch  172/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0153
Epoch  48 Batch  173/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9648, Loss: 0.0214
Epoch  48 Batch  174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0089
Epoch  48 Batch  175/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9648, Loss: 0.0242
Epoch  48 Batch  176/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0185
Epoch  48 Batch  177/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9709, Loss: 0.0161
Epoch  48 Batch  178/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9727, Loss: 0.0154
Epoch  48 Batch  179/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9680, Loss: 0.0223
Epoch  48 Batch  180/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0155
Epoch  48 Batch  181/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9680, Loss: 0.0176
Epoch  48 Batch  182/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0203
Epoch  48 Batch  183/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  48 Batch  184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  48 Batch  185/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0202
Epoch  48 Batch  186/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9624, Loss: 0.0174
Epoch  48 Batch  187/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9624, Loss: 0.0141
Epoch  48 Batch  188/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9560, Loss: 0.0211
Epoch  48 Batch  189/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0135
Epoch  48 Batch  190/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9528, Loss: 0.0145
Epoch  48 Batch  191/1077 - Train Accuracy: 0.9513, Validation Accuracy: 0.9577, Loss: 0.0135
Epoch  48 Batch  192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0190
Epoch  48 Batch  193/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9567, Loss: 0.0161
Epoch  48 Batch  194/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9567, Loss: 0.0132
Epoch  48 Batch  195/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0186
Epoch  48 Batch  196/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0111
Epoch  48 Batch  197/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0171
Epoch  48 Batch  198/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0208
Epoch  48 Batch  199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0149
Epoch  48 Batch  200/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  48 Batch  201/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  48 Batch  202/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0153
Epoch  48 Batch  203/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9506, Loss: 0.0180
Epoch  48 Batch  204/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0350
Epoch  48 Batch  205/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9542, Loss: 0.0245
Epoch  48 Batch  206/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9489, Loss: 0.0139
Epoch  48 Batch  207/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9489, Loss: 0.0166
Epoch  48 Batch  208/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9489, Loss: 0.0189
Epoch  48 Batch  209/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9542, Loss: 0.0127
Epoch  48 Batch  210/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9606, Loss: 0.0155
Epoch  48 Batch  211/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0148
Epoch  48 Batch  212/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9638, Loss: 0.0143
Epoch  48 Batch  213/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0140
Epoch  48 Batch  214/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  48 Batch  215/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9570, Loss: 0.0203
Epoch  48 Batch  216/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9492, Loss: 0.0320
Epoch  48 Batch  217/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0123
Epoch  48 Batch  218/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9588, Loss: 0.0199
Epoch  48 Batch  219/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0111
Epoch  48 Batch  220/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9545, Loss: 0.0163
Epoch  48 Batch  221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9521, Loss: 0.0152
Epoch  48 Batch  222/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9521, Loss: 0.0159
Epoch  48 Batch  223/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  48 Batch  224/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0165
Epoch  48 Batch  225/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0213
Epoch  48 Batch  226/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0167
Epoch  48 Batch  227/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9517, Loss: 0.0215
Epoch  48 Batch  228/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0131
Epoch  48 Batch  229/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0167
Epoch  48 Batch  230/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  48 Batch  231/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9567, Loss: 0.0205
Epoch  48 Batch  232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0121
Epoch  48 Batch  233/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0220
Epoch  48 Batch  234/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9567, Loss: 0.0151
Epoch  48 Batch  235/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  48 Batch  236/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9567, Loss: 0.0204
Epoch  48 Batch  237/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0185
Epoch  48 Batch  238/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0163
Epoch  48 Batch  239/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9567, Loss: 0.0121
Epoch  48 Batch  240/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0137
Epoch  48 Batch  241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0116
Epoch  48 Batch  242/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0131
Epoch  48 Batch  243/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0247
Epoch  48 Batch  244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0192
Epoch  48 Batch  245/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9670, Loss: 0.0164
Epoch  48 Batch  246/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9670, Loss: 0.0175
Epoch  48 Batch  247/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9670, Loss: 0.0188
Epoch  48 Batch  248/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0137
Epoch  48 Batch  249/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9716, Loss: 0.0177
Epoch  48 Batch  250/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9698, Loss: 0.0202
Epoch  48 Batch  251/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9748, Loss: 0.0247
Epoch  48 Batch  252/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0241
Epoch  48 Batch  253/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9663, Loss: 0.0167
Epoch  48 Batch  254/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9680, Loss: 0.0239
Epoch  48 Batch  255/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0144
Epoch  48 Batch  256/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9698, Loss: 0.0347
Epoch  48 Batch  257/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0159
Epoch  48 Batch  258/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0158
Epoch  48 Batch  259/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9727, Loss: 0.0140
Epoch  48 Batch  260/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9773, Loss: 0.0128
Epoch  48 Batch  261/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9659, Loss: 0.0202
Epoch  48 Batch  262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0167
Epoch  48 Batch  263/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0131
Epoch  48 Batch  264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  48 Batch  265/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0150
Epoch  48 Batch  266/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9577, Loss: 0.0212
Epoch  48 Batch  267/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9577, Loss: 0.0118
Epoch  48 Batch  268/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0223
Epoch  48 Batch  269/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0220
Epoch  48 Batch  270/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9620, Loss: 0.0266
Epoch  48 Batch  271/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0171
Epoch  48 Batch  272/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0434
Epoch  48 Batch  273/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9531, Loss: 0.0161
Epoch  48 Batch  274/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9531, Loss: 0.0190
Epoch  48 Batch  275/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9531, Loss: 0.0140
Epoch  48 Batch  276/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9428, Loss: 0.0279
Epoch  48 Batch  277/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9403, Loss: 0.0167
Epoch  48 Batch  278/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0248
Epoch  48 Batch  279/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9446, Loss: 0.0231
Epoch  48 Batch  280/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0184
Epoch  48 Batch  281/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0194
Epoch  48 Batch  282/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0213
Epoch  48 Batch  283/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0220
Epoch  48 Batch  284/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0205
Epoch  48 Batch  285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9521, Loss: 0.0161
Epoch  48 Batch  286/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9521, Loss: 0.0194
Epoch  48 Batch  287/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9521, Loss: 0.0233
Epoch  48 Batch  288/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9521, Loss: 0.0255
Epoch  48 Batch  289/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9524, Loss: 0.0120
Epoch  48 Batch  290/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9528, Loss: 0.0263
Epoch  48 Batch  291/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9496, Loss: 0.0273
Epoch  48 Batch  292/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9499, Loss: 0.0155
Epoch  48 Batch  293/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9499, Loss: 0.0156
Epoch  48 Batch  294/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  48 Batch  295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  48 Batch  296/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9542, Loss: 0.0149
Epoch  48 Batch  297/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9535, Loss: 0.0210
Epoch  48 Batch  298/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9531, Loss: 0.0214
Epoch  48 Batch  299/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9531, Loss: 0.0154
Epoch  48 Batch  300/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9531, Loss: 0.0138
Epoch  48 Batch  301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9538, Loss: 0.0160
Epoch  48 Batch  302/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0179
Epoch  48 Batch  303/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0239
Epoch  48 Batch  304/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9606, Loss: 0.0179
Epoch  48 Batch  305/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  48 Batch  306/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0288
Epoch  48 Batch  307/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  48 Batch  308/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0175
Epoch  48 Batch  309/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0129
Epoch  48 Batch  310/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9616, Loss: 0.0163
Epoch  48 Batch  311/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9606, Loss: 0.0143
Epoch  48 Batch  312/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0231
Epoch  48 Batch  313/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  48 Batch  314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0229
Epoch  48 Batch  315/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0182
Epoch  48 Batch  316/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  48 Batch  317/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0169
Epoch  48 Batch  318/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0143
Epoch  48 Batch  319/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  48 Batch  320/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0258
Epoch  48 Batch  321/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0128
Epoch  48 Batch  322/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9524, Loss: 0.0153
Epoch  48 Batch  323/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9524, Loss: 0.0199
Epoch  48 Batch  324/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9524, Loss: 0.0191
Epoch  48 Batch  325/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  48 Batch  326/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9616, Loss: 0.0127
Epoch  48 Batch  327/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0253
Epoch  48 Batch  328/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9659, Loss: 0.0161
Epoch  48 Batch  329/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9648, Loss: 0.0171
Epoch  48 Batch  330/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0161
Epoch  48 Batch  331/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0163
Epoch  48 Batch  332/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9567, Loss: 0.0126
Epoch  48 Batch  333/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0147
Epoch  48 Batch  334/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0142
Epoch  48 Batch  335/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9570, Loss: 0.0209
Epoch  48 Batch  336/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0520
Epoch  48 Batch  337/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0193
Epoch  48 Batch  338/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9524, Loss: 0.0248
Epoch  48 Batch  339/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9474, Loss: 0.0096
Epoch  48 Batch  340/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0201
Epoch  48 Batch  341/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0227
Epoch  48 Batch  342/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9524, Loss: 0.0130
Epoch  48 Batch  343/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9513, Loss: 0.0217
Epoch  48 Batch  344/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9513, Loss: 0.0206
Epoch  48 Batch  345/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9492, Loss: 0.0107
Epoch  48 Batch  346/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9439, Loss: 0.0163
Epoch  48 Batch  347/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9439, Loss: 0.0132
Epoch  48 Batch  348/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9531, Loss: 0.0177
Epoch  48 Batch  349/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9482, Loss: 0.0173
Epoch  48 Batch  350/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9482, Loss: 0.0160
Epoch  48 Batch  351/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9517, Loss: 0.0137
Epoch  48 Batch  352/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0143
Epoch  48 Batch  353/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  48 Batch  354/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9513, Loss: 0.0197
Epoch  48 Batch  355/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0182
Epoch  48 Batch  356/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  48 Batch  357/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9471, Loss: 0.0195
Epoch  48 Batch  358/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9471, Loss: 0.0175
Epoch  48 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9400, Loss: 0.0169
Epoch  48 Batch  360/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9403, Loss: 0.0150
Epoch  48 Batch  361/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9492, Loss: 0.0136
Epoch  48 Batch  362/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9453, Loss: 0.0218
Epoch  48 Batch  363/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9453, Loss: 0.0194
Epoch  48 Batch  364/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9446, Loss: 0.0255
Epoch  48 Batch  365/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9538, Loss: 0.0113
Epoch  48 Batch  366/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0132
Epoch  48 Batch  367/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9517, Loss: 0.0100
Epoch  48 Batch  368/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0139
Epoch  48 Batch  369/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9471, Loss: 0.0181
Epoch  48 Batch  370/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9471, Loss: 0.0195
Epoch  48 Batch  371/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9471, Loss: 0.0112
Epoch  48 Batch  372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0139
Epoch  48 Batch  373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0133
Epoch  48 Batch  374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0174
Epoch  48 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9521, Loss: 0.0139
Epoch  48 Batch  376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  48 Batch  377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0156
Epoch  48 Batch  378/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  48 Batch  379/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9577, Loss: 0.0256
Epoch  48 Batch  380/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9528, Loss: 0.0126
Epoch  48 Batch  381/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0183
Epoch  48 Batch  382/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  48 Batch  383/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0191
Epoch  48 Batch  384/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0142
Epoch  48 Batch  385/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9585, Loss: 0.0168
Epoch  48 Batch  386/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9638, Loss: 0.0148
Epoch  48 Batch  387/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  48 Batch  388/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9581, Loss: 0.0260
Epoch  48 Batch  389/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0193
Epoch  48 Batch  390/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9602, Loss: 0.0284
Epoch  48 Batch  391/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0183
Epoch  48 Batch  392/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9553, Loss: 0.0260
Epoch  48 Batch  393/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  48 Batch  394/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0143
Epoch  48 Batch  395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0193
Epoch  48 Batch  396/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9691, Loss: 0.0201
Epoch  48 Batch  397/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0222
Epoch  48 Batch  398/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9574, Loss: 0.0164
Epoch  48 Batch  399/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  48 Batch  400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  48 Batch  401/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9585, Loss: 0.0140
Epoch  48 Batch  402/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  48 Batch  403/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9609, Loss: 0.0339
Epoch  48 Batch  404/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0218
Epoch  48 Batch  405/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9609, Loss: 0.0204
Epoch  48 Batch  406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  48 Batch  407/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0233
Epoch  48 Batch  408/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  48 Batch  409/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0230
Epoch  48 Batch  410/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9567, Loss: 0.0290
Epoch  48 Batch  411/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9613, Loss: 0.0181
Epoch  48 Batch  412/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9599, Loss: 0.0166
Epoch  48 Batch  413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0123
Epoch  48 Batch  414/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0173
Epoch  48 Batch  415/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0237
Epoch  48 Batch  416/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  48 Batch  417/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0320
Epoch  48 Batch  418/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9506, Loss: 0.0148
Epoch  48 Batch  419/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9506, Loss: 0.0177
Epoch  48 Batch  420/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9506, Loss: 0.0145
Epoch  48 Batch  421/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9506, Loss: 0.0379
Epoch  48 Batch  422/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9531, Loss: 0.0135
Epoch  48 Batch  423/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0202
Epoch  48 Batch  424/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0178
Epoch  48 Batch  425/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9577, Loss: 0.0099
Epoch  48 Batch  426/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0206
Epoch  48 Batch  427/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9510, Loss: 0.0172
Epoch  48 Batch  428/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  48 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9485, Loss: 0.0124
Epoch  48 Batch  430/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0141
Epoch  48 Batch  431/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9485, Loss: 0.0154
Epoch  48 Batch  432/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9485, Loss: 0.0165
Epoch  48 Batch  433/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0215
Epoch  48 Batch  434/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9446, Loss: 0.0139
Epoch  48 Batch  435/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9446, Loss: 0.0180
Epoch  48 Batch  436/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9396, Loss: 0.0168
Epoch  48 Batch  437/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9396, Loss: 0.0150
Epoch  48 Batch  438/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9400, Loss: 0.0172
Epoch  48 Batch  439/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9400, Loss: 0.0150
Epoch  48 Batch  440/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9400, Loss: 0.0206
Epoch  48 Batch  441/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9400, Loss: 0.0185
Epoch  48 Batch  442/1077 - Train Accuracy: 0.9446, Validation Accuracy: 0.9400, Loss: 0.0223
Epoch  48 Batch  443/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9396, Loss: 0.0137
Epoch  48 Batch  444/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9418, Loss: 0.0186
Epoch  48 Batch  445/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  48 Batch  446/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  48 Batch  447/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  48 Batch  448/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0211
Epoch  48 Batch  449/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0260
Epoch  48 Batch  450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9549, Loss: 0.0224
Epoch  48 Batch  451/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9499, Loss: 0.0146
Epoch  48 Batch  452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9499, Loss: 0.0176
Epoch  48 Batch  453/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0202
Epoch  48 Batch  454/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9453, Loss: 0.0286
Epoch  48 Batch  455/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9503, Loss: 0.0167
Epoch  48 Batch  456/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0225
Epoch  48 Batch  457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9563, Loss: 0.0134
Epoch  48 Batch  458/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0219
Epoch  48 Batch  459/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9585, Loss: 0.0166
Epoch  48 Batch  460/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0198
Epoch  48 Batch  461/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  48 Batch  462/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  48 Batch  463/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0180
Epoch  48 Batch  464/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  48 Batch  465/1077 - Train Accuracy: 0.9519, Validation Accuracy: 0.9581, Loss: 0.0239
Epoch  48 Batch  466/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  48 Batch  467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  48 Batch  468/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9581, Loss: 0.0159
Epoch  48 Batch  469/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0109
Epoch  48 Batch  470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9588, Loss: 0.0209
Epoch  48 Batch  471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0125
Epoch  48 Batch  472/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9528, Loss: 0.0152
Epoch  48 Batch  473/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0166
Epoch  48 Batch  474/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0184
Epoch  48 Batch  475/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  48 Batch  476/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9595, Loss: 0.0143
Epoch  48 Batch  477/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9595, Loss: 0.0213
Epoch  48 Batch  478/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9595, Loss: 0.0166
Epoch  48 Batch  479/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0221
Epoch  48 Batch  480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  48 Batch  481/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9521, Loss: 0.0189
Epoch  48 Batch  482/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  48 Batch  483/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9521, Loss: 0.0215
Epoch  48 Batch  484/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0206
Epoch  48 Batch  485/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0186
Epoch  48 Batch  486/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9442, Loss: 0.0147
Epoch  48 Batch  487/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9442, Loss: 0.0137
Epoch  48 Batch  488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9442, Loss: 0.0157
Epoch  48 Batch  489/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9442, Loss: 0.0157
Epoch  48 Batch  490/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9460, Loss: 0.0169
Epoch  48 Batch  491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9510, Loss: 0.0225
Epoch  48 Batch  492/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9464, Loss: 0.0202
Epoch  48 Batch  493/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9460, Loss: 0.0133
Epoch  48 Batch  494/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9460, Loss: 0.0129
Epoch  48 Batch  495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9460, Loss: 0.0199
Epoch  48 Batch  496/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  48 Batch  497/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0224
Epoch  48 Batch  498/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9585, Loss: 0.0268
Epoch  48 Batch  499/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9585, Loss: 0.0207
Epoch  48 Batch  500/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0128
Epoch  48 Batch  501/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0155
Epoch  48 Batch  502/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  48 Batch  503/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0137
Epoch  48 Batch  504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0165
Epoch  48 Batch  505/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0129
Epoch  48 Batch  506/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9659, Loss: 0.0236
Epoch  48 Batch  507/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9677, Loss: 0.0245
Epoch  48 Batch  508/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9677, Loss: 0.0139
Epoch  48 Batch  509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0208
Epoch  48 Batch  510/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  48 Batch  511/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  48 Batch  512/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9585, Loss: 0.0147
Epoch  48 Batch  513/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0189
Epoch  48 Batch  514/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0175
Epoch  48 Batch  515/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9631, Loss: 0.0149
Epoch  48 Batch  516/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9634, Loss: 0.0166
Epoch  48 Batch  517/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0237
Epoch  48 Batch  518/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0191
Epoch  48 Batch  519/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0265
Epoch  48 Batch  520/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9631, Loss: 0.0106
Epoch  48 Batch  521/1077 - Train Accuracy: 0.9394, Validation Accuracy: 0.9567, Loss: 0.0213
Epoch  48 Batch  522/1077 - Train Accuracy: 0.9348, Validation Accuracy: 0.9567, Loss: 0.0221
Epoch  48 Batch  523/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  48 Batch  524/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0198
Epoch  48 Batch  525/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  48 Batch  526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0149
Epoch  48 Batch  527/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9631, Loss: 0.0192
Epoch  48 Batch  528/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0187
Epoch  48 Batch  529/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9577, Loss: 0.0195
Epoch  48 Batch  530/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9553, Loss: 0.0204
Epoch  48 Batch  531/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9553, Loss: 0.0229
Epoch  48 Batch  532/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9577, Loss: 0.0276
Epoch  48 Batch  533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0157
Epoch  48 Batch  534/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9631, Loss: 0.0221
Epoch  48 Batch  535/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  48 Batch  536/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9684, Loss: 0.0192
Epoch  48 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9684, Loss: 0.0161
Epoch  48 Batch  538/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0160
Epoch  48 Batch  539/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0242
Epoch  48 Batch  540/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0122
Epoch  48 Batch  541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0159
Epoch  48 Batch  542/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  48 Batch  543/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9648, Loss: 0.0132
Epoch  48 Batch  544/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9698, Loss: 0.0136
Epoch  48 Batch  545/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  48 Batch  546/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0214
Epoch  48 Batch  547/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9506, Loss: 0.0157
Epoch  48 Batch  548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9556, Loss: 0.0193
Epoch  48 Batch  549/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0204
Epoch  48 Batch  550/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9585, Loss: 0.0149
Epoch  48 Batch  551/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0199
Epoch  48 Batch  552/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0208
Epoch  48 Batch  553/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0261
Epoch  48 Batch  554/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9513, Loss: 0.0180
Epoch  48 Batch  555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9510, Loss: 0.0163
Epoch  48 Batch  556/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0138
Epoch  48 Batch  557/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0197
Epoch  48 Batch  558/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0125
Epoch  48 Batch  559/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9492, Loss: 0.0193
Epoch  48 Batch  560/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9492, Loss: 0.0194
Epoch  48 Batch  561/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9496, Loss: 0.0164
Epoch  48 Batch  562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9496, Loss: 0.0161
Epoch  48 Batch  563/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9496, Loss: 0.0174
Epoch  48 Batch  564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9467, Loss: 0.0231
Epoch  48 Batch  565/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9460, Loss: 0.0237
Epoch  48 Batch  566/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9506, Loss: 0.0241
Epoch  48 Batch  567/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0199
Epoch  48 Batch  568/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9521, Loss: 0.0162
Epoch  48 Batch  569/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0206
Epoch  48 Batch  570/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0235
Epoch  48 Batch  571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9570, Loss: 0.0146
Epoch  48 Batch  572/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9528, Loss: 0.0192
Epoch  48 Batch  573/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9528, Loss: 0.0324
Epoch  48 Batch  574/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9588, Loss: 0.0220
Epoch  48 Batch  575/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0150
Epoch  48 Batch  576/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9460, Loss: 0.0165
Epoch  48 Batch  577/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9389, Loss: 0.0236
Epoch  48 Batch  578/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9496, Loss: 0.0180
Epoch  48 Batch  579/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0169
Epoch  48 Batch  580/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9542, Loss: 0.0126
Epoch  48 Batch  581/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9556, Loss: 0.0139
Epoch  48 Batch  582/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9457, Loss: 0.0165
Epoch  48 Batch  583/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9545, Loss: 0.0196
Epoch  48 Batch  584/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9549, Loss: 0.0225
Epoch  48 Batch  585/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9549, Loss: 0.0106
Epoch  48 Batch  586/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9606, Loss: 0.0152
Epoch  48 Batch  587/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  48 Batch  588/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9638, Loss: 0.0186
Epoch  48 Batch  589/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9641, Loss: 0.0149
Epoch  48 Batch  590/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9641, Loss: 0.0160
Epoch  48 Batch  591/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0186
Epoch  48 Batch  592/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9663, Loss: 0.0157
Epoch  48 Batch  593/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9659, Loss: 0.0339
Epoch  48 Batch  594/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9702, Loss: 0.0200
Epoch  48 Batch  595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0173
Epoch  48 Batch  596/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9702, Loss: 0.0180
Epoch  48 Batch  597/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9645, Loss: 0.0162
Epoch  48 Batch  598/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9602, Loss: 0.0218
Epoch  48 Batch  599/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9602, Loss: 0.0286
Epoch  48 Batch  600/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9648, Loss: 0.0192
Epoch  48 Batch  601/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9602, Loss: 0.0203
Epoch  48 Batch  602/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9751, Loss: 0.0195
Epoch  48 Batch  603/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9801, Loss: 0.0162
Epoch  48 Batch  604/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9744, Loss: 0.0290
Epoch  48 Batch  605/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9727, Loss: 0.0243
Epoch  48 Batch  606/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0134
Epoch  48 Batch  607/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9759, Loss: 0.0228
Epoch  48 Batch  608/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9780, Loss: 0.0232
Epoch  48 Batch  609/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9716, Loss: 0.0219
Epoch  48 Batch  610/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9741, Loss: 0.0216
Epoch  48 Batch  611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0168
Epoch  48 Batch  612/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  48 Batch  613/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9609, Loss: 0.0207
Epoch  48 Batch  614/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  48 Batch  615/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0136
Epoch  48 Batch  616/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9695, Loss: 0.0190
Epoch  48 Batch  617/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9648, Loss: 0.0147
Epoch  48 Batch  618/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0213
Epoch  48 Batch  619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9574, Loss: 0.0138
Epoch  48 Batch  620/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9574, Loss: 0.0146
Epoch  48 Batch  621/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9574, Loss: 0.0176
Epoch  48 Batch  622/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9574, Loss: 0.0217
Epoch  48 Batch  623/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9574, Loss: 0.0229
Epoch  48 Batch  624/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  48 Batch  625/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0178
Epoch  48 Batch  626/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9641, Loss: 0.0150
Epoch  48 Batch  627/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9641, Loss: 0.0167
Epoch  48 Batch  628/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  48 Batch  629/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9673, Loss: 0.0220
Epoch  48 Batch  630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0157
Epoch  48 Batch  631/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9673, Loss: 0.0271
Epoch  48 Batch  632/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9645, Loss: 0.0119
Epoch  48 Batch  633/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9641, Loss: 0.0154
Epoch  48 Batch  634/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9698, Loss: 0.0127
Epoch  48 Batch  635/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9670, Loss: 0.0234
Epoch  48 Batch  636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9719, Loss: 0.0186
Epoch  48 Batch  637/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9719, Loss: 0.0177
Epoch  48 Batch  638/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9719, Loss: 0.0163
Epoch  48 Batch  639/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9719, Loss: 0.0246
Epoch  48 Batch  640/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9719, Loss: 0.0166
Epoch  48 Batch  641/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0156
Epoch  48 Batch  642/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9723, Loss: 0.0152
Epoch  48 Batch  643/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9723, Loss: 0.0154
Epoch  48 Batch  644/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9727, Loss: 0.0144
Epoch  48 Batch  645/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9656, Loss: 0.0195
Epoch  48 Batch  646/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9776, Loss: 0.0158
Epoch  48 Batch  647/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9691, Loss: 0.0203
Epoch  48 Batch  648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9723, Loss: 0.0134
Epoch  48 Batch  649/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9616, Loss: 0.0146
Epoch  48 Batch  650/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9670, Loss: 0.0160
Epoch  48 Batch  651/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9670, Loss: 0.0144
Epoch  48 Batch  652/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9670, Loss: 0.0195
Epoch  48 Batch  653/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0223
Epoch  48 Batch  654/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0203
Epoch  48 Batch  655/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0248
Epoch  48 Batch  656/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9673, Loss: 0.0207
Epoch  48 Batch  657/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9627, Loss: 0.0202
Epoch  48 Batch  658/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  48 Batch  659/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9592, Loss: 0.0151
Epoch  48 Batch  660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0163
Epoch  48 Batch  661/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9510, Loss: 0.0144
Epoch  48 Batch  662/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0174
Epoch  48 Batch  663/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0141
Epoch  48 Batch  664/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0218
Epoch  48 Batch  665/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9496, Loss: 0.0132
Epoch  48 Batch  666/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9471, Loss: 0.0189
Epoch  48 Batch  667/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9464, Loss: 0.0207
Epoch  48 Batch  668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9467, Loss: 0.0174
Epoch  48 Batch  669/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0122
Epoch  48 Batch  670/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  48 Batch  671/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0202
Epoch  48 Batch  672/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0152
Epoch  48 Batch  673/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9545, Loss: 0.0226
Epoch  48 Batch  674/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9545, Loss: 0.0189
Epoch  48 Batch  675/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9570, Loss: 0.0242
Epoch  48 Batch  676/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9570, Loss: 0.0160
Epoch  48 Batch  677/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0156
Epoch  48 Batch  678/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  48 Batch  679/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0138
Epoch  48 Batch  680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9496, Loss: 0.0222
Epoch  48 Batch  681/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0173
Epoch  48 Batch  682/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9492, Loss: 0.0159
Epoch  48 Batch  683/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0142
Epoch  48 Batch  684/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9577, Loss: 0.0193
Epoch  48 Batch  685/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9577, Loss: 0.0240
Epoch  48 Batch  686/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9574, Loss: 0.0134
Epoch  48 Batch  687/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0165
Epoch  48 Batch  688/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9581, Loss: 0.0160
Epoch  48 Batch  689/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0110
Epoch  48 Batch  690/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0230
Epoch  48 Batch  691/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9556, Loss: 0.0177
Epoch  48 Batch  692/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9556, Loss: 0.0172
Epoch  48 Batch  693/1077 - Train Accuracy: 0.9428, Validation Accuracy: 0.9556, Loss: 0.0244
Epoch  48 Batch  694/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  48 Batch  695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  48 Batch  696/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9656, Loss: 0.0171
Epoch  48 Batch  697/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9656, Loss: 0.0177
Epoch  48 Batch  698/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9727, Loss: 0.0150
Epoch  48 Batch  699/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9773, Loss: 0.0136
Epoch  48 Batch  700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0170
Epoch  48 Batch  701/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0167
Epoch  48 Batch  702/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9666, Loss: 0.0276
Epoch  48 Batch  703/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0185
Epoch  48 Batch  704/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0269
Epoch  48 Batch  705/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9684, Loss: 0.0257
Epoch  48 Batch  706/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9730, Loss: 0.0366
Epoch  48 Batch  707/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9730, Loss: 0.0200
Epoch  48 Batch  708/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9730, Loss: 0.0154
Epoch  48 Batch  709/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9680, Loss: 0.0170
Epoch  48 Batch  710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  48 Batch  711/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0229
Epoch  48 Batch  712/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0175
Epoch  48 Batch  713/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0155
Epoch  48 Batch  714/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9421, Loss: 0.0160
Epoch  48 Batch  715/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0222
Epoch  48 Batch  716/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9471, Loss: 0.0146
Epoch  48 Batch  717/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9428, Loss: 0.0130
Epoch  48 Batch  718/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9474, Loss: 0.0199
Epoch  48 Batch  719/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0233
Epoch  48 Batch  720/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9563, Loss: 0.0190
Epoch  48 Batch  721/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9563, Loss: 0.0141
Epoch  48 Batch  722/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0152
Epoch  48 Batch  723/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9563, Loss: 0.0202
Epoch  48 Batch  724/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9613, Loss: 0.0243
Epoch  48 Batch  725/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0160
Epoch  48 Batch  726/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9677, Loss: 0.0131
Epoch  48 Batch  727/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0155
Epoch  48 Batch  728/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9677, Loss: 0.0199
Epoch  48 Batch  729/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9677, Loss: 0.0224
Epoch  48 Batch  730/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0237
Epoch  48 Batch  731/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9723, Loss: 0.0160
Epoch  48 Batch  732/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9723, Loss: 0.0227
Epoch  48 Batch  733/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9680, Loss: 0.0183
Epoch  48 Batch  734/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9656, Loss: 0.0153
Epoch  48 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0114
Epoch  48 Batch  736/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0168
Epoch  48 Batch  737/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9563, Loss: 0.0175
Epoch  48 Batch  738/1077 - Train Accuracy: 0.9857, Validation Accuracy: 0.9517, Loss: 0.0136
Epoch  48 Batch  739/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0170
Epoch  48 Batch  740/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0125
Epoch  48 Batch  741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0242
Epoch  48 Batch  742/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0151
Epoch  48 Batch  743/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9673, Loss: 0.0194
Epoch  48 Batch  744/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9673, Loss: 0.0219
Epoch  48 Batch  745/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0195
Epoch  48 Batch  746/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0149
Epoch  48 Batch  747/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0138
Epoch  48 Batch  748/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9624, Loss: 0.0167
Epoch  48 Batch  749/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9624, Loss: 0.0133
Epoch  48 Batch  750/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9602, Loss: 0.0176
Epoch  48 Batch  751/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9553, Loss: 0.0165
Epoch  48 Batch  752/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9553, Loss: 0.0178
Epoch  48 Batch  753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0143
Epoch  48 Batch  754/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0178
Epoch  48 Batch  755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0200
Epoch  48 Batch  756/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9549, Loss: 0.0158
Epoch  48 Batch  757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9549, Loss: 0.0192
Epoch  48 Batch  758/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9549, Loss: 0.0145
Epoch  48 Batch  759/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9602, Loss: 0.0190
Epoch  48 Batch  760/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0199
Epoch  48 Batch  761/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9698, Loss: 0.0170
Epoch  48 Batch  762/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0160
Epoch  48 Batch  763/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0189
Epoch  48 Batch  764/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9513, Loss: 0.0143
Epoch  48 Batch  765/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0243
Epoch  48 Batch  766/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9556, Loss: 0.0205
Epoch  48 Batch  767/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0234
Epoch  48 Batch  768/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9712, Loss: 0.0166
Epoch  48 Batch  769/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0195
Epoch  48 Batch  770/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  48 Batch  771/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9485, Loss: 0.0158
Epoch  48 Batch  772/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9482, Loss: 0.0140
Epoch  48 Batch  773/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0148
Epoch  48 Batch  774/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9599, Loss: 0.0167
Epoch  48 Batch  775/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0137
Epoch  48 Batch  776/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0153
Epoch  48 Batch  777/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9602, Loss: 0.0139
Epoch  48 Batch  778/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9602, Loss: 0.0197
Epoch  48 Batch  779/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0151
Epoch  48 Batch  780/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9581, Loss: 0.0275
Epoch  48 Batch  781/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  48 Batch  782/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9531, Loss: 0.0168
Epoch  48 Batch  783/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9528, Loss: 0.0187
Epoch  48 Batch  784/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0126
Epoch  48 Batch  785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9521, Loss: 0.0127
Epoch  48 Batch  786/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0164
Epoch  48 Batch  787/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  48 Batch  788/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0198
Epoch  48 Batch  789/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9652, Loss: 0.0148
Epoch  48 Batch  790/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0251
Epoch  48 Batch  791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9645, Loss: 0.0226
Epoch  48 Batch  792/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9666, Loss: 0.0179
Epoch  48 Batch  793/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9663, Loss: 0.0170
Epoch  48 Batch  794/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9599, Loss: 0.0118
Epoch  48 Batch  795/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9592, Loss: 0.0251
Epoch  48 Batch  796/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0198
Epoch  48 Batch  797/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9549, Loss: 0.0175
Epoch  48 Batch  798/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9549, Loss: 0.0150
Epoch  48 Batch  799/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9556, Loss: 0.0258
Epoch  48 Batch  800/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9542, Loss: 0.0163
Epoch  48 Batch  801/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0161
Epoch  48 Batch  802/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0250
Epoch  48 Batch  803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9609, Loss: 0.0129
Epoch  48 Batch  804/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9609, Loss: 0.0114
Epoch  48 Batch  805/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9545, Loss: 0.0156
Epoch  48 Batch  806/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9545, Loss: 0.0145
Epoch  48 Batch  807/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9503, Loss: 0.0104
Epoch  48 Batch  808/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0271
Epoch  48 Batch  809/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9510, Loss: 0.0286
Epoch  48 Batch  810/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9464, Loss: 0.0165
Epoch  48 Batch  811/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9464, Loss: 0.0197
Epoch  48 Batch  812/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9457, Loss: 0.0200
Epoch  48 Batch  813/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9506, Loss: 0.0181
Epoch  48 Batch  814/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0157
Epoch  48 Batch  815/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0245
Epoch  48 Batch  816/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0132
Epoch  48 Batch  817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9645, Loss: 0.0166
Epoch  48 Batch  818/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9688, Loss: 0.0222
Epoch  48 Batch  819/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9737, Loss: 0.0189
Epoch  48 Batch  820/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9780, Loss: 0.0152
Epoch  48 Batch  821/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9663, Loss: 0.0173
Epoch  48 Batch  822/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0111
Epoch  48 Batch  823/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0209
Epoch  48 Batch  824/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9670, Loss: 0.0185
Epoch  48 Batch  825/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9670, Loss: 0.0099
Epoch  48 Batch  826/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0150
Epoch  48 Batch  827/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0202
Epoch  48 Batch  828/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  48 Batch  829/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9549, Loss: 0.0251
Epoch  48 Batch  830/1077 - Train Accuracy: 0.9406, Validation Accuracy: 0.9574, Loss: 0.0216
Epoch  48 Batch  831/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9574, Loss: 0.0202
Epoch  48 Batch  832/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  48 Batch  833/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9620, Loss: 0.0207
Epoch  48 Batch  834/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9620, Loss: 0.0198
Epoch  48 Batch  835/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0143
Epoch  48 Batch  836/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0154
Epoch  48 Batch  837/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9695, Loss: 0.0232
Epoch  48 Batch  838/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  48 Batch  839/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9542, Loss: 0.0134
Epoch  48 Batch  840/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9549, Loss: 0.0179
Epoch  48 Batch  841/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9574, Loss: 0.0265
Epoch  48 Batch  842/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9574, Loss: 0.0150
Epoch  48 Batch  843/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9471, Loss: 0.0132
Epoch  48 Batch  844/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  48 Batch  845/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0152
Epoch  48 Batch  846/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9716, Loss: 0.0266
Epoch  48 Batch  847/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0204
Epoch  48 Batch  848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9666, Loss: 0.0175
Epoch  48 Batch  849/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0118
Epoch  48 Batch  850/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0275
Epoch  48 Batch  851/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9656, Loss: 0.0277
Epoch  48 Batch  852/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0247
Epoch  48 Batch  853/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0184
Epoch  48 Batch  854/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9766, Loss: 0.0177
Epoch  48 Batch  855/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9769, Loss: 0.0210
Epoch  48 Batch  856/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9766, Loss: 0.0189
Epoch  48 Batch  857/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9766, Loss: 0.0143
Epoch  48 Batch  858/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9798, Loss: 0.0116
Epoch  48 Batch  859/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9798, Loss: 0.0194
Epoch  48 Batch  860/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9798, Loss: 0.0191
Epoch  48 Batch  861/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9744, Loss: 0.0156
Epoch  48 Batch  862/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9744, Loss: 0.0197
Epoch  48 Batch  863/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9748, Loss: 0.0152
Epoch  48 Batch  864/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  48 Batch  865/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9535, Loss: 0.0182
Epoch  48 Batch  866/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0219
Epoch  48 Batch  867/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9588, Loss: 0.0513
Epoch  48 Batch  868/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9588, Loss: 0.0223
Epoch  48 Batch  869/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9634, Loss: 0.0132
Epoch  48 Batch  870/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9634, Loss: 0.0168
Epoch  48 Batch  871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9730, Loss: 0.0158
Epoch  48 Batch  872/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9755, Loss: 0.0177
Epoch  48 Batch  873/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0165
Epoch  48 Batch  874/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9709, Loss: 0.0190
Epoch  48 Batch  875/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0144
Epoch  48 Batch  876/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9560, Loss: 0.0160
Epoch  48 Batch  877/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0174
Epoch  48 Batch  878/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0165
Epoch  48 Batch  879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9553, Loss: 0.0122
Epoch  48 Batch  880/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9606, Loss: 0.0201
Epoch  48 Batch  881/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0196
Epoch  48 Batch  882/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9606, Loss: 0.0176
Epoch  48 Batch  883/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9592, Loss: 0.0256
Epoch  48 Batch  884/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9595, Loss: 0.0197
Epoch  48 Batch  885/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9545, Loss: 0.0104
Epoch  48 Batch  886/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9545, Loss: 0.0199
Epoch  48 Batch  887/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9599, Loss: 0.0213
Epoch  48 Batch  888/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9599, Loss: 0.0197
Epoch  48 Batch  889/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0170
Epoch  48 Batch  890/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9609, Loss: 0.0165
Epoch  48 Batch  891/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9609, Loss: 0.0124
Epoch  48 Batch  892/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0188
Epoch  48 Batch  893/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  48 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9560, Loss: 0.0137
Epoch  48 Batch  895/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9506, Loss: 0.0147
Epoch  48 Batch  896/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9506, Loss: 0.0150
Epoch  48 Batch  897/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9556, Loss: 0.0145
Epoch  48 Batch  898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0204
Epoch  48 Batch  899/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0192
Epoch  48 Batch  900/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  48 Batch  901/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0275
Epoch  48 Batch  902/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0245
Epoch  48 Batch  903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9702, Loss: 0.0171
Epoch  48 Batch  904/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9659, Loss: 0.0163
Epoch  48 Batch  905/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9613, Loss: 0.0148
Epoch  48 Batch  906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0141
Epoch  48 Batch  907/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0215
Epoch  48 Batch  908/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0162
Epoch  48 Batch  909/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9631, Loss: 0.0219
Epoch  48 Batch  910/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  48 Batch  911/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9631, Loss: 0.0254
Epoch  48 Batch  912/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  48 Batch  913/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0209
Epoch  48 Batch  914/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9680, Loss: 0.0492
Epoch  48 Batch  915/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9656, Loss: 0.0157
Epoch  48 Batch  916/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  48 Batch  917/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  48 Batch  918/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9542, Loss: 0.0141
Epoch  48 Batch  919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  48 Batch  920/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9570, Loss: 0.0141
Epoch  48 Batch  921/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0177
Epoch  48 Batch  922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9570, Loss: 0.0179
Epoch  48 Batch  923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9570, Loss: 0.0096
Epoch  48 Batch  924/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9613, Loss: 0.0249
Epoch  48 Batch  925/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0124
Epoch  48 Batch  926/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9652, Loss: 0.0201
Epoch  48 Batch  927/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9609, Loss: 0.0239
Epoch  48 Batch  928/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  48 Batch  929/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0145
Epoch  48 Batch  930/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0126
Epoch  48 Batch  931/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9553, Loss: 0.0170
Epoch  48 Batch  932/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0164
Epoch  48 Batch  933/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0190
Epoch  48 Batch  934/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0134
Epoch  48 Batch  935/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0145
Epoch  48 Batch  936/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9677, Loss: 0.0192
Epoch  48 Batch  937/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0240
Epoch  48 Batch  938/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0206
Epoch  48 Batch  939/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9705, Loss: 0.0230
Epoch  48 Batch  940/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0190
Epoch  48 Batch  941/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9595, Loss: 0.0170
Epoch  48 Batch  942/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9624, Loss: 0.0224
Epoch  48 Batch  943/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9624, Loss: 0.0131
Epoch  48 Batch  944/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0142
Epoch  48 Batch  945/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9670, Loss: 0.0112
Epoch  48 Batch  946/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9723, Loss: 0.0127
Epoch  48 Batch  947/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9659, Loss: 0.0203
Epoch  48 Batch  948/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0178
Epoch  48 Batch  949/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9638, Loss: 0.0157
Epoch  48 Batch  950/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9638, Loss: 0.0151
Epoch  48 Batch  951/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0212
Epoch  48 Batch  952/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0123
Epoch  48 Batch  953/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9574, Loss: 0.0124
Epoch  48 Batch  954/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9638, Loss: 0.0218
Epoch  48 Batch  955/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0227
Epoch  48 Batch  956/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0183
Epoch  48 Batch  957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9574, Loss: 0.0138
Epoch  48 Batch  958/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0179
Epoch  48 Batch  959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0201
Epoch  48 Batch  960/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9524, Loss: 0.0162
Epoch  48 Batch  961/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9524, Loss: 0.0110
Epoch  48 Batch  962/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0216
Epoch  48 Batch  963/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0244
Epoch  48 Batch  964/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0146
Epoch  48 Batch  965/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9567, Loss: 0.0321
Epoch  48 Batch  966/1077 - Train Accuracy: 0.9817, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  48 Batch  967/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0196
Epoch  48 Batch  968/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9588, Loss: 0.0213
Epoch  48 Batch  969/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9567, Loss: 0.0224
Epoch  48 Batch  970/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9606, Loss: 0.0148
Epoch  48 Batch  971/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9606, Loss: 0.0266
Epoch  48 Batch  972/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0214
Epoch  48 Batch  973/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9560, Loss: 0.0122
Epoch  48 Batch  974/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9560, Loss: 0.0160
Epoch  48 Batch  975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9560, Loss: 0.0170
Epoch  48 Batch  976/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0175
Epoch  48 Batch  977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0106
Epoch  48 Batch  978/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0213
Epoch  48 Batch  979/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9684, Loss: 0.0179
Epoch  48 Batch  980/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0192
Epoch  48 Batch  981/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9609, Loss: 0.0230
Epoch  48 Batch  982/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9609, Loss: 0.0156
Epoch  48 Batch  983/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9609, Loss: 0.0158
Epoch  48 Batch  984/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9656, Loss: 0.0232
Epoch  48 Batch  985/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9606, Loss: 0.0128
Epoch  48 Batch  986/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0190
Epoch  48 Batch  987/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9624, Loss: 0.0142
Epoch  48 Batch  988/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0189
Epoch  48 Batch  989/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9510, Loss: 0.0180
Epoch  48 Batch  990/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9510, Loss: 0.0222
Epoch  48 Batch  991/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9510, Loss: 0.0158
Epoch  48 Batch  992/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9421, Loss: 0.0205
Epoch  48 Batch  993/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9489, Loss: 0.0156
Epoch  48 Batch  994/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9396, Loss: 0.0145
Epoch  48 Batch  995/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9439, Loss: 0.0155
Epoch  48 Batch  996/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0217
Epoch  48 Batch  997/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9485, Loss: 0.0178
Epoch  48 Batch  998/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9482, Loss: 0.0146
Epoch  48 Batch  999/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9435, Loss: 0.0197
Epoch  48 Batch 1000/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9439, Loss: 0.0200
Epoch  48 Batch 1001/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0139
Epoch  48 Batch 1002/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9485, Loss: 0.0130
Epoch  48 Batch 1003/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9553, Loss: 0.0212
Epoch  48 Batch 1004/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0183
Epoch  48 Batch 1005/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9492, Loss: 0.0177
Epoch  48 Batch 1006/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9492, Loss: 0.0144
Epoch  48 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9496, Loss: 0.0105
Epoch  48 Batch 1008/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9503, Loss: 0.0179
Epoch  48 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9560, Loss: 0.0115
Epoch  48 Batch 1010/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9577, Loss: 0.0124
Epoch  48 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0151
Epoch  48 Batch 1012/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9645, Loss: 0.0149
Epoch  48 Batch 1013/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0108
Epoch  48 Batch 1014/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0132
Epoch  48 Batch 1015/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0196
Epoch  48 Batch 1016/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9549, Loss: 0.0163
Epoch  48 Batch 1017/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9485, Loss: 0.0164
Epoch  48 Batch 1018/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9485, Loss: 0.0194
Epoch  48 Batch 1019/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9485, Loss: 0.0250
Epoch  48 Batch 1020/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9471, Loss: 0.0146
Epoch  48 Batch 1021/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9471, Loss: 0.0145
Epoch  48 Batch 1022/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9471, Loss: 0.0150
Epoch  48 Batch 1023/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9471, Loss: 0.0199
Epoch  48 Batch 1024/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0222
Epoch  48 Batch 1025/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9581, Loss: 0.0184
Epoch  48 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9577, Loss: 0.0176
Epoch  48 Batch 1027/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9698, Loss: 0.0150
Epoch  48 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9698, Loss: 0.0191
Epoch  48 Batch 1029/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0167
Epoch  48 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9702, Loss: 0.0146
Epoch  48 Batch 1031/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9702, Loss: 0.0214
Epoch  48 Batch 1032/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9652, Loss: 0.0194
Epoch  48 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  48 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0131
Epoch  48 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0141
Epoch  48 Batch 1036/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9695, Loss: 0.0167
Epoch  48 Batch 1037/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9702, Loss: 0.0170
Epoch  48 Batch 1038/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0202
Epoch  48 Batch 1039/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9648, Loss: 0.0165
Epoch  48 Batch 1040/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9648, Loss: 0.0158
Epoch  48 Batch 1041/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0275
Epoch  48 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9592, Loss: 0.0162
Epoch  48 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0262
Epoch  48 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0194
Epoch  48 Batch 1045/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0178
Epoch  48 Batch 1046/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9446, Loss: 0.0118
Epoch  48 Batch 1047/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9396, Loss: 0.0174
Epoch  48 Batch 1048/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9446, Loss: 0.0242
Epoch  48 Batch 1049/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9442, Loss: 0.0194
Epoch  48 Batch 1050/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0122
Epoch  48 Batch 1051/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9531, Loss: 0.0236
Epoch  48 Batch 1052/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9531, Loss: 0.0149
Epoch  48 Batch 1053/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0242
Epoch  48 Batch 1054/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9677, Loss: 0.0176
Epoch  48 Batch 1055/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0219
Epoch  48 Batch 1056/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0113
Epoch  48 Batch 1057/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9748, Loss: 0.0166
Epoch  48 Batch 1058/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9748, Loss: 0.0195
Epoch  48 Batch 1059/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0246
Epoch  48 Batch 1060/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9719, Loss: 0.0158
Epoch  48 Batch 1061/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9705, Loss: 0.0248
Epoch  48 Batch 1062/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9695, Loss: 0.0219
Epoch  48 Batch 1063/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0207
Epoch  48 Batch 1064/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9666, Loss: 0.0217
Epoch  48 Batch 1065/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0185
Epoch  48 Batch 1066/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9599, Loss: 0.0150
Epoch  48 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0164
Epoch  48 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0125
Epoch  48 Batch 1069/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9648, Loss: 0.0129
Epoch  48 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9698, Loss: 0.0158
Epoch  48 Batch 1071/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0217
Epoch  48 Batch 1072/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9734, Loss: 0.0189
Epoch  48 Batch 1073/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9645, Loss: 0.0207
Epoch  48 Batch 1074/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0214
Epoch  48 Batch 1075/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9602, Loss: 0.0243
Epoch  49 Batch    1/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0115
Epoch  49 Batch    2/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  49 Batch    3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9624, Loss: 0.0239
Epoch  49 Batch    4/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9616, Loss: 0.0167
Epoch  49 Batch    5/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0229
Epoch  49 Batch    6/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0126
Epoch  49 Batch    7/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0168
Epoch  49 Batch    8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0170
Epoch  49 Batch    9/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0186
Epoch  49 Batch   10/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9645, Loss: 0.0165
Epoch  49 Batch   11/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9648, Loss: 0.0280
Epoch  49 Batch   12/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0183
Epoch  49 Batch   13/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0290
Epoch  49 Batch   14/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0153
Epoch  49 Batch   15/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0146
Epoch  49 Batch   16/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0169
Epoch  49 Batch   17/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9592, Loss: 0.0166
Epoch  49 Batch   18/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9620, Loss: 0.0172
Epoch  49 Batch   19/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9698, Loss: 0.0156
Epoch  49 Batch   20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0140
Epoch  49 Batch   21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9730, Loss: 0.0205
Epoch  49 Batch   22/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9595, Loss: 0.0189
Epoch  49 Batch   23/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9595, Loss: 0.0123
Epoch  49 Batch   24/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9595, Loss: 0.0220
Epoch  49 Batch   25/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0107
Epoch  49 Batch   26/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0236
Epoch  49 Batch   27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9688, Loss: 0.0145
Epoch  49 Batch   28/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9734, Loss: 0.0149
Epoch  49 Batch   29/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9730, Loss: 0.0172
Epoch  49 Batch   30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9730, Loss: 0.0139
Epoch  49 Batch   31/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9688, Loss: 0.0169
Epoch  49 Batch   32/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9688, Loss: 0.0163
Epoch  49 Batch   33/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9769, Loss: 0.0131
Epoch  49 Batch   34/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9769, Loss: 0.0210
Epoch  49 Batch   35/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9716, Loss: 0.0211
Epoch  49 Batch   36/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9716, Loss: 0.0175
Epoch  49 Batch   37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9716, Loss: 0.0181
Epoch  49 Batch   38/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9719, Loss: 0.0236
Epoch  49 Batch   39/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9719, Loss: 0.0228
Epoch  49 Batch   40/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0137
Epoch  49 Batch   41/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9599, Loss: 0.0125
Epoch  49 Batch   42/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0264
Epoch  49 Batch   43/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0104
Epoch  49 Batch   44/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9652, Loss: 0.0132
Epoch  49 Batch   45/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  49 Batch   46/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9652, Loss: 0.0235
Epoch  49 Batch   47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  49 Batch   48/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9712, Loss: 0.0266
Epoch  49 Batch   49/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9691, Loss: 0.0240
Epoch  49 Batch   50/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9641, Loss: 0.0146
Epoch  49 Batch   51/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0176
Epoch  49 Batch   52/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9535, Loss: 0.0240
Epoch  49 Batch   53/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9535, Loss: 0.0162
Epoch  49 Batch   54/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0324
Epoch  49 Batch   55/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9588, Loss: 0.0167
Epoch  49 Batch   56/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0127
Epoch  49 Batch   57/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9556, Loss: 0.0167
Epoch  49 Batch   58/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  49 Batch   59/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9553, Loss: 0.0193
Epoch  49 Batch   60/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0130
Epoch  49 Batch   61/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  49 Batch   62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9549, Loss: 0.0203
Epoch  49 Batch   63/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9553, Loss: 0.0146
Epoch  49 Batch   64/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9553, Loss: 0.0143
Epoch  49 Batch   65/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9553, Loss: 0.0128
Epoch  49 Batch   66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9553, Loss: 0.0088
Epoch  49 Batch   67/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  49 Batch   68/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9609, Loss: 0.0209
Epoch  49 Batch   69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9609, Loss: 0.0271
Epoch  49 Batch   70/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0234
Epoch  49 Batch   71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0095
Epoch  49 Batch   72/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9648, Loss: 0.0163
Epoch  49 Batch   73/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9645, Loss: 0.0169
Epoch  49 Batch   74/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9638, Loss: 0.0207
Epoch  49 Batch   75/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0237
Epoch  49 Batch   76/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0130
Epoch  49 Batch   77/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0172
Epoch  49 Batch   78/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0170
Epoch  49 Batch   79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9453, Loss: 0.0153
Epoch  49 Batch   80/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9506, Loss: 0.0172
Epoch  49 Batch   81/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0137
Epoch  49 Batch   82/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9609, Loss: 0.0168
Epoch  49 Batch   83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9659, Loss: 0.0136
Epoch  49 Batch   84/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0168
Epoch  49 Batch   85/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  49 Batch   86/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0170
Epoch  49 Batch   87/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9609, Loss: 0.0217
Epoch  49 Batch   88/1077 - Train Accuracy: 0.9434, Validation Accuracy: 0.9588, Loss: 0.0237
Epoch  49 Batch   89/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0178
Epoch  49 Batch   90/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0146
Epoch  49 Batch   91/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  49 Batch   92/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9585, Loss: 0.0177
Epoch  49 Batch   93/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0135
Epoch  49 Batch   94/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0129
Epoch  49 Batch   95/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0157
Epoch  49 Batch   96/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0158
Epoch  49 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0192
Epoch  49 Batch   98/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9574, Loss: 0.0210
Epoch  49 Batch   99/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9553, Loss: 0.0165
Epoch  49 Batch  100/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0145
Epoch  49 Batch  101/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  49 Batch  102/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0106
Epoch  49 Batch  103/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9673, Loss: 0.0211
Epoch  49 Batch  104/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9652, Loss: 0.0185
Epoch  49 Batch  105/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  49 Batch  106/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9595, Loss: 0.0167
Epoch  49 Batch  107/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9595, Loss: 0.0217
Epoch  49 Batch  108/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9606, Loss: 0.0241
Epoch  49 Batch  109/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9712, Loss: 0.0173
Epoch  49 Batch  110/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9684, Loss: 0.0135
Epoch  49 Batch  111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9691, Loss: 0.0157
Epoch  49 Batch  112/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9638, Loss: 0.0132
Epoch  49 Batch  113/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0264
Epoch  49 Batch  114/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9624, Loss: 0.0146
Epoch  49 Batch  115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0157
Epoch  49 Batch  116/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9670, Loss: 0.0239
Epoch  49 Batch  117/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9677, Loss: 0.0164
Epoch  49 Batch  118/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9702, Loss: 0.0149
Epoch  49 Batch  119/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9656, Loss: 0.0108
Epoch  49 Batch  120/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9705, Loss: 0.0177
Epoch  49 Batch  121/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9648, Loss: 0.0186
Epoch  49 Batch  122/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0168
Epoch  49 Batch  123/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0113
Epoch  49 Batch  124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0222
Epoch  49 Batch  125/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9513, Loss: 0.0258
Epoch  49 Batch  126/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0145
Epoch  49 Batch  127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9485, Loss: 0.0177
Epoch  49 Batch  128/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9535, Loss: 0.0163
Epoch  49 Batch  129/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0210
Epoch  49 Batch  130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0152
Epoch  49 Batch  131/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9506, Loss: 0.0167
Epoch  49 Batch  132/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9556, Loss: 0.0141
Epoch  49 Batch  133/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9609, Loss: 0.0139
Epoch  49 Batch  134/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  49 Batch  135/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9627, Loss: 0.0185
Epoch  49 Batch  136/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9691, Loss: 0.0139
Epoch  49 Batch  137/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9691, Loss: 0.0200
Epoch  49 Batch  138/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0198
Epoch  49 Batch  139/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9716, Loss: 0.0159
Epoch  49 Batch  140/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9648, Loss: 0.0134
Epoch  49 Batch  141/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0206
Epoch  49 Batch  142/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0186
Epoch  49 Batch  143/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9545, Loss: 0.0165
Epoch  49 Batch  144/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9592, Loss: 0.0275
Epoch  49 Batch  145/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9645, Loss: 0.0194
Epoch  49 Batch  146/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9641, Loss: 0.0566
Epoch  49 Batch  147/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9691, Loss: 0.0152
Epoch  49 Batch  148/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0215
Epoch  49 Batch  149/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0144
Epoch  49 Batch  150/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9666, Loss: 0.0170
Epoch  49 Batch  151/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  49 Batch  152/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0186
Epoch  49 Batch  153/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0264
Epoch  49 Batch  154/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9585, Loss: 0.0162
Epoch  49 Batch  155/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0179
Epoch  49 Batch  156/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9560, Loss: 0.0145
Epoch  49 Batch  157/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  49 Batch  158/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0207
Epoch  49 Batch  159/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0175
Epoch  49 Batch  160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  49 Batch  161/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9567, Loss: 0.0115
Epoch  49 Batch  162/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  49 Batch  163/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0248
Epoch  49 Batch  164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  49 Batch  165/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0231
Epoch  49 Batch  166/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0190
Epoch  49 Batch  167/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0123
Epoch  49 Batch  168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9609, Loss: 0.0236
Epoch  49 Batch  169/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9563, Loss: 0.0173
Epoch  49 Batch  170/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  49 Batch  171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9563, Loss: 0.0148
Epoch  49 Batch  172/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0120
Epoch  49 Batch  173/1077 - Train Accuracy: 0.9486, Validation Accuracy: 0.9581, Loss: 0.0176
Epoch  49 Batch  174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0120
Epoch  49 Batch  175/1077 - Train Accuracy: 0.9430, Validation Accuracy: 0.9585, Loss: 0.0212
Epoch  49 Batch  176/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9631, Loss: 0.0206
Epoch  49 Batch  177/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9680, Loss: 0.0158
Epoch  49 Batch  178/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9680, Loss: 0.0158
Epoch  49 Batch  179/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0189
Epoch  49 Batch  180/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  49 Batch  181/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0170
Epoch  49 Batch  182/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9727, Loss: 0.0236
Epoch  49 Batch  183/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0155
Epoch  49 Batch  184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0181
Epoch  49 Batch  185/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9673, Loss: 0.0179
Epoch  49 Batch  186/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9627, Loss: 0.0161
Epoch  49 Batch  187/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0130
Epoch  49 Batch  188/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0172
Epoch  49 Batch  189/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9482, Loss: 0.0147
Epoch  49 Batch  190/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9506, Loss: 0.0142
Epoch  49 Batch  191/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9560, Loss: 0.0129
Epoch  49 Batch  192/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0136
Epoch  49 Batch  193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0129
Epoch  49 Batch  194/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9513, Loss: 0.0144
Epoch  49 Batch  195/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9513, Loss: 0.0158
Epoch  49 Batch  196/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9517, Loss: 0.0121
Epoch  49 Batch  197/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0238
Epoch  49 Batch  198/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0204
Epoch  49 Batch  199/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9513, Loss: 0.0131
Epoch  49 Batch  200/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0167
Epoch  49 Batch  201/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0161
Epoch  49 Batch  202/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9560, Loss: 0.0114
Epoch  49 Batch  203/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0207
Epoch  49 Batch  204/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9556, Loss: 0.0325
Epoch  49 Batch  205/1077 - Train Accuracy: 0.9383, Validation Accuracy: 0.9624, Loss: 0.0221
Epoch  49 Batch  206/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0138
Epoch  49 Batch  207/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9659, Loss: 0.0152
Epoch  49 Batch  208/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0165
Epoch  49 Batch  209/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9616, Loss: 0.0138
Epoch  49 Batch  210/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0185
Epoch  49 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  49 Batch  212/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9588, Loss: 0.0127
Epoch  49 Batch  213/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0159
Epoch  49 Batch  214/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9648, Loss: 0.0151
Epoch  49 Batch  215/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9695, Loss: 0.0191
Epoch  49 Batch  216/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9645, Loss: 0.0156
Epoch  49 Batch  217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  49 Batch  218/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9727, Loss: 0.0229
Epoch  49 Batch  219/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0124
Epoch  49 Batch  220/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9656, Loss: 0.0152
Epoch  49 Batch  221/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0178
Epoch  49 Batch  222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  49 Batch  223/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9663, Loss: 0.0174
Epoch  49 Batch  224/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9599, Loss: 0.0156
Epoch  49 Batch  225/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0210
Epoch  49 Batch  226/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0149
Epoch  49 Batch  227/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0216
Epoch  49 Batch  228/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9563, Loss: 0.0156
Epoch  49 Batch  229/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9588, Loss: 0.0149
Epoch  49 Batch  230/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0130
Epoch  49 Batch  231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0216
Epoch  49 Batch  232/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9556, Loss: 0.0170
Epoch  49 Batch  233/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9585, Loss: 0.0231
Epoch  49 Batch  234/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0157
Epoch  49 Batch  235/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9585, Loss: 0.0212
Epoch  49 Batch  236/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9585, Loss: 0.0167
Epoch  49 Batch  237/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9542, Loss: 0.0151
Epoch  49 Batch  238/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0131
Epoch  49 Batch  239/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0097
Epoch  49 Batch  240/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0117
Epoch  49 Batch  241/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9588, Loss: 0.0109
Epoch  49 Batch  242/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  49 Batch  243/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0233
Epoch  49 Batch  244/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9620, Loss: 0.0153
Epoch  49 Batch  245/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0138
Epoch  49 Batch  246/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9695, Loss: 0.0181
Epoch  49 Batch  247/1077 - Train Accuracy: 0.9468, Validation Accuracy: 0.9695, Loss: 0.0200
Epoch  49 Batch  248/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0160
Epoch  49 Batch  249/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0138
Epoch  49 Batch  250/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9659, Loss: 0.0163
Epoch  49 Batch  251/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9716, Loss: 0.0211
Epoch  49 Batch  252/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9769, Loss: 0.0185
Epoch  49 Batch  253/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9769, Loss: 0.0171
Epoch  49 Batch  254/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9645, Loss: 0.0201
Epoch  49 Batch  255/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9602, Loss: 0.0160
Epoch  49 Batch  256/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0316
Epoch  49 Batch  257/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9606, Loss: 0.0161
Epoch  49 Batch  258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0166
Epoch  49 Batch  259/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9581, Loss: 0.0190
Epoch  49 Batch  260/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0136
Epoch  49 Batch  261/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9719, Loss: 0.0164
Epoch  49 Batch  262/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9716, Loss: 0.0138
Epoch  49 Batch  263/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0129
Epoch  49 Batch  264/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0170
Epoch  49 Batch  265/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9705, Loss: 0.0198
Epoch  49 Batch  266/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9656, Loss: 0.0207
Epoch  49 Batch  267/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9656, Loss: 0.0126
Epoch  49 Batch  268/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9641, Loss: 0.0215
Epoch  49 Batch  269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9666, Loss: 0.0222
Epoch  49 Batch  270/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9670, Loss: 0.0271
Epoch  49 Batch  271/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0167
Epoch  49 Batch  272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9553, Loss: 0.0442
Epoch  49 Batch  273/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9602, Loss: 0.0152
Epoch  49 Batch  274/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0205
Epoch  49 Batch  275/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0133
Epoch  49 Batch  276/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0299
Epoch  49 Batch  277/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9588, Loss: 0.0179
Epoch  49 Batch  278/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0228
Epoch  49 Batch  279/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0175
Epoch  49 Batch  280/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9528, Loss: 0.0209
Epoch  49 Batch  281/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  49 Batch  282/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0235
Epoch  49 Batch  283/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0181
Epoch  49 Batch  284/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0186
Epoch  49 Batch  285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9673, Loss: 0.0213
Epoch  49 Batch  286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0158
Epoch  49 Batch  287/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0256
Epoch  49 Batch  288/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0247
Epoch  49 Batch  289/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0120
Epoch  49 Batch  290/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9641, Loss: 0.0285
Epoch  49 Batch  291/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9670, Loss: 0.0300
Epoch  49 Batch  292/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9616, Loss: 0.0149
Epoch  49 Batch  293/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0142
Epoch  49 Batch  294/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  49 Batch  295/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9624, Loss: 0.0165
Epoch  49 Batch  296/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9624, Loss: 0.0166
Epoch  49 Batch  297/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0215
Epoch  49 Batch  298/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9624, Loss: 0.0223
Epoch  49 Batch  299/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0200
Epoch  49 Batch  300/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9595, Loss: 0.0140
Epoch  49 Batch  301/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9659, Loss: 0.0155
Epoch  49 Batch  302/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9723, Loss: 0.0178
Epoch  49 Batch  303/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0211
Epoch  49 Batch  304/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9695, Loss: 0.0216
Epoch  49 Batch  305/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9698, Loss: 0.0148
Epoch  49 Batch  306/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0286
Epoch  49 Batch  307/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0176
Epoch  49 Batch  308/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9510, Loss: 0.0196
Epoch  49 Batch  309/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9496, Loss: 0.0148
Epoch  49 Batch  310/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9549, Loss: 0.0168
Epoch  49 Batch  311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9574, Loss: 0.0178
Epoch  49 Batch  312/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9521, Loss: 0.0190
Epoch  49 Batch  313/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9521, Loss: 0.0148
Epoch  49 Batch  314/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9432, Loss: 0.0234
Epoch  49 Batch  315/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9432, Loss: 0.0167
Epoch  49 Batch  316/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9545, Loss: 0.0184
Epoch  49 Batch  317/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9503, Loss: 0.0161
Epoch  49 Batch  318/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9499, Loss: 0.0131
Epoch  49 Batch  319/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0227
Epoch  49 Batch  320/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9499, Loss: 0.0230
Epoch  49 Batch  321/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9506, Loss: 0.0136
Epoch  49 Batch  322/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9528, Loss: 0.0137
Epoch  49 Batch  323/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  49 Batch  324/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9478, Loss: 0.0154
Epoch  49 Batch  325/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9478, Loss: 0.0176
Epoch  49 Batch  326/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0147
Epoch  49 Batch  327/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9528, Loss: 0.0231
Epoch  49 Batch  328/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9517, Loss: 0.0182
Epoch  49 Batch  329/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0161
Epoch  49 Batch  330/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9535, Loss: 0.0162
Epoch  49 Batch  331/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9545, Loss: 0.0157
Epoch  49 Batch  332/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9549, Loss: 0.0113
Epoch  49 Batch  333/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9510, Loss: 0.0129
Epoch  49 Batch  334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9524, Loss: 0.0111
Epoch  49 Batch  335/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0198
Epoch  49 Batch  336/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0545
Epoch  49 Batch  337/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  49 Batch  338/1077 - Train Accuracy: 0.9324, Validation Accuracy: 0.9521, Loss: 0.0282
Epoch  49 Batch  339/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9524, Loss: 0.0119
Epoch  49 Batch  340/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9524, Loss: 0.0170
Epoch  49 Batch  341/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  49 Batch  342/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0117
Epoch  49 Batch  343/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0226
Epoch  49 Batch  344/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9521, Loss: 0.0196
Epoch  49 Batch  345/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0117
Epoch  49 Batch  346/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9506, Loss: 0.0149
Epoch  49 Batch  347/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0114
Epoch  49 Batch  348/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0138
Epoch  49 Batch  349/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0140
Epoch  49 Batch  350/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9499, Loss: 0.0144
Epoch  49 Batch  351/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9499, Loss: 0.0149
Epoch  49 Batch  352/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0134
Epoch  49 Batch  353/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  49 Batch  354/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9464, Loss: 0.0149
Epoch  49 Batch  355/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9464, Loss: 0.0184
Epoch  49 Batch  356/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9474, Loss: 0.0140
Epoch  49 Batch  357/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9474, Loss: 0.0158
Epoch  49 Batch  358/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9474, Loss: 0.0176
Epoch  49 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9521, Loss: 0.0170
Epoch  49 Batch  360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0130
Epoch  49 Batch  361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9521, Loss: 0.0118
Epoch  49 Batch  362/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9521, Loss: 0.0186
Epoch  49 Batch  363/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9521, Loss: 0.0171
Epoch  49 Batch  364/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9471, Loss: 0.0211
Epoch  49 Batch  365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0107
Epoch  49 Batch  366/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9478, Loss: 0.0130
Epoch  49 Batch  367/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9474, Loss: 0.0111
Epoch  49 Batch  368/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9421, Loss: 0.0167
Epoch  49 Batch  369/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9464, Loss: 0.0169
Epoch  49 Batch  370/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0161
Epoch  49 Batch  371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9517, Loss: 0.0125
Epoch  49 Batch  372/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0126
Epoch  49 Batch  373/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9517, Loss: 0.0119
Epoch  49 Batch  374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0205
Epoch  49 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9567, Loss: 0.0133
Epoch  49 Batch  376/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9567, Loss: 0.0199
Epoch  49 Batch  377/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9517, Loss: 0.0143
Epoch  49 Batch  378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0140
Epoch  49 Batch  379/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9567, Loss: 0.0214
Epoch  49 Batch  380/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9567, Loss: 0.0114
Epoch  49 Batch  381/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9567, Loss: 0.0171
Epoch  49 Batch  382/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9567, Loss: 0.0240
Epoch  49 Batch  383/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  49 Batch  384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0108
Epoch  49 Batch  385/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0140
Epoch  49 Batch  386/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9545, Loss: 0.0126
Epoch  49 Batch  387/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0174
Epoch  49 Batch  388/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9570, Loss: 0.0232
Epoch  49 Batch  389/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9545, Loss: 0.0193
Epoch  49 Batch  390/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9588, Loss: 0.0218
Epoch  49 Batch  391/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9648, Loss: 0.0183
Epoch  49 Batch  392/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0231
Epoch  49 Batch  393/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9602, Loss: 0.0153
Epoch  49 Batch  394/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9648, Loss: 0.0170
Epoch  49 Batch  395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9641, Loss: 0.0161
Epoch  49 Batch  396/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0181
Epoch  49 Batch  397/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9577, Loss: 0.0177
Epoch  49 Batch  398/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0165
Epoch  49 Batch  399/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9524, Loss: 0.0189
Epoch  49 Batch  400/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0165
Epoch  49 Batch  401/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0120
Epoch  49 Batch  402/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9599, Loss: 0.0133
Epoch  49 Batch  403/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9606, Loss: 0.0290
Epoch  49 Batch  404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9560, Loss: 0.0203
Epoch  49 Batch  405/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  49 Batch  406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  49 Batch  407/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0178
Epoch  49 Batch  408/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  49 Batch  409/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9460, Loss: 0.0186
Epoch  49 Batch  410/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9464, Loss: 0.0302
Epoch  49 Batch  411/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9464, Loss: 0.0146
Epoch  49 Batch  412/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0147
Epoch  49 Batch  413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9510, Loss: 0.0137
Epoch  49 Batch  414/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9510, Loss: 0.0133
Epoch  49 Batch  415/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0194
Epoch  49 Batch  416/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0154
Epoch  49 Batch  417/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9574, Loss: 0.0281
Epoch  49 Batch  418/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9503, Loss: 0.0167
Epoch  49 Batch  419/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9503, Loss: 0.0181
Epoch  49 Batch  420/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9503, Loss: 0.0109
Epoch  49 Batch  421/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9503, Loss: 0.0255
Epoch  49 Batch  422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9556, Loss: 0.0131
Epoch  49 Batch  423/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9556, Loss: 0.0211
Epoch  49 Batch  424/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0151
Epoch  49 Batch  425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9574, Loss: 0.0115
Epoch  49 Batch  426/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9620, Loss: 0.0177
Epoch  49 Batch  427/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9670, Loss: 0.0177
Epoch  49 Batch  428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9613, Loss: 0.0181
Epoch  49 Batch  429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  49 Batch  430/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0139
Epoch  49 Batch  431/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9645, Loss: 0.0153
Epoch  49 Batch  432/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9517, Loss: 0.0171
Epoch  49 Batch  433/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9414, Loss: 0.0191
Epoch  49 Batch  434/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9368, Loss: 0.0137
Epoch  49 Batch  435/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9343, Loss: 0.0231
Epoch  49 Batch  436/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9293, Loss: 0.0166
Epoch  49 Batch  437/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9347, Loss: 0.0134
Epoch  49 Batch  438/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9347, Loss: 0.0142
Epoch  49 Batch  439/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9364, Loss: 0.0209
Epoch  49 Batch  440/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9343, Loss: 0.0192
Epoch  49 Batch  441/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9375, Loss: 0.0168
Epoch  49 Batch  442/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9350, Loss: 0.0207
Epoch  49 Batch  443/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  49 Batch  444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9457, Loss: 0.0216
Epoch  49 Batch  445/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9442, Loss: 0.0181
Epoch  49 Batch  446/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9467, Loss: 0.0161
Epoch  49 Batch  447/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0138
Epoch  49 Batch  448/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0190
Epoch  49 Batch  449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9471, Loss: 0.0236
Epoch  49 Batch  450/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9517, Loss: 0.0228
Epoch  49 Batch  451/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9521, Loss: 0.0185
Epoch  49 Batch  452/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9467, Loss: 0.0164
Epoch  49 Batch  453/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9467, Loss: 0.0195
Epoch  49 Batch  454/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9467, Loss: 0.0250
Epoch  49 Batch  455/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9457, Loss: 0.0200
Epoch  49 Batch  456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9521, Loss: 0.0246
Epoch  49 Batch  457/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0164
Epoch  49 Batch  458/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0228
Epoch  49 Batch  459/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9560, Loss: 0.0180
Epoch  49 Batch  460/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0193
Epoch  49 Batch  461/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0165
Epoch  49 Batch  462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9545, Loss: 0.0184
Epoch  49 Batch  463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9577, Loss: 0.0186
Epoch  49 Batch  464/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9528, Loss: 0.0193
Epoch  49 Batch  465/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9506, Loss: 0.0255
Epoch  49 Batch  466/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9503, Loss: 0.0184
Epoch  49 Batch  467/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9492, Loss: 0.0155
Epoch  49 Batch  468/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9506, Loss: 0.0204
Epoch  49 Batch  469/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9560, Loss: 0.0129
Epoch  49 Batch  470/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9560, Loss: 0.0187
Epoch  49 Batch  471/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0122
Epoch  49 Batch  472/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0181
Epoch  49 Batch  473/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0202
Epoch  49 Batch  474/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9471, Loss: 0.0199
Epoch  49 Batch  475/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0184
Epoch  49 Batch  476/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9513, Loss: 0.0171
Epoch  49 Batch  477/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9506, Loss: 0.0206
Epoch  49 Batch  478/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9510, Loss: 0.0173
Epoch  49 Batch  479/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9659, Loss: 0.0282
Epoch  49 Batch  480/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9634, Loss: 0.0143
Epoch  49 Batch  481/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0183
Epoch  49 Batch  482/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9567, Loss: 0.0193
Epoch  49 Batch  483/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9535, Loss: 0.0229
Epoch  49 Batch  484/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9432, Loss: 0.0221
Epoch  49 Batch  485/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9389, Loss: 0.0191
Epoch  49 Batch  486/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0165
Epoch  49 Batch  487/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9439, Loss: 0.0137
Epoch  49 Batch  488/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9411, Loss: 0.0149
Epoch  49 Batch  489/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9389, Loss: 0.0151
Epoch  49 Batch  490/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9411, Loss: 0.0200
Epoch  49 Batch  491/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9439, Loss: 0.0251
Epoch  49 Batch  492/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9435, Loss: 0.0216
Epoch  49 Batch  493/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9435, Loss: 0.0119
Epoch  49 Batch  494/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9435, Loss: 0.0145
Epoch  49 Batch  495/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9482, Loss: 0.0157
Epoch  49 Batch  496/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0185
Epoch  49 Batch  497/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0217
Epoch  49 Batch  498/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9631, Loss: 0.0251
Epoch  49 Batch  499/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9634, Loss: 0.0185
Epoch  49 Batch  500/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0138
Epoch  49 Batch  501/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0127
Epoch  49 Batch  502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0226
Epoch  49 Batch  503/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0147
Epoch  49 Batch  504/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0163
Epoch  49 Batch  505/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0149
Epoch  49 Batch  506/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0264
Epoch  49 Batch  507/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  49 Batch  508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9606, Loss: 0.0116
Epoch  49 Batch  509/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0249
Epoch  49 Batch  510/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0142
Epoch  49 Batch  511/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9499, Loss: 0.0179
Epoch  49 Batch  512/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0143
Epoch  49 Batch  513/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  49 Batch  514/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0148
Epoch  49 Batch  515/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9627, Loss: 0.0172
Epoch  49 Batch  516/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9666, Loss: 0.0174
Epoch  49 Batch  517/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0180
Epoch  49 Batch  518/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9670, Loss: 0.0170
Epoch  49 Batch  519/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0209
Epoch  49 Batch  520/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9581, Loss: 0.0117
Epoch  49 Batch  521/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9588, Loss: 0.0189
Epoch  49 Batch  522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9588, Loss: 0.0239
Epoch  49 Batch  523/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  49 Batch  524/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0202
Epoch  49 Batch  525/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0195
Epoch  49 Batch  526/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0162
Epoch  49 Batch  527/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9521, Loss: 0.0158
Epoch  49 Batch  528/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9528, Loss: 0.0189
Epoch  49 Batch  529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0180
Epoch  49 Batch  530/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9528, Loss: 0.0217
Epoch  49 Batch  531/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  49 Batch  532/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9577, Loss: 0.0276
Epoch  49 Batch  533/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0154
Epoch  49 Batch  534/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  49 Batch  535/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0171
Epoch  49 Batch  536/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0210
Epoch  49 Batch  537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0139
Epoch  49 Batch  538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9641, Loss: 0.0146
Epoch  49 Batch  539/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0229
Epoch  49 Batch  540/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9691, Loss: 0.0113
Epoch  49 Batch  541/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0192
Epoch  49 Batch  542/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9734, Loss: 0.0180
Epoch  49 Batch  543/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9702, Loss: 0.0133
Epoch  49 Batch  544/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9585, Loss: 0.0123
Epoch  49 Batch  545/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0146
Epoch  49 Batch  546/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9531, Loss: 0.0174
Epoch  49 Batch  547/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9435, Loss: 0.0150
Epoch  49 Batch  548/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9432, Loss: 0.0177
Epoch  49 Batch  549/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9432, Loss: 0.0202
Epoch  49 Batch  550/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9538, Loss: 0.0151
Epoch  49 Batch  551/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9545, Loss: 0.0218
Epoch  49 Batch  552/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0203
Epoch  49 Batch  553/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9531, Loss: 0.0260
Epoch  49 Batch  554/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9585, Loss: 0.0201
Epoch  49 Batch  555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0138
Epoch  49 Batch  556/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0105
Epoch  49 Batch  557/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  49 Batch  558/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0137
Epoch  49 Batch  559/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0164
Epoch  49 Batch  560/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0169
Epoch  49 Batch  561/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0147
Epoch  49 Batch  562/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0142
Epoch  49 Batch  563/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9535, Loss: 0.0183
Epoch  49 Batch  564/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9599, Loss: 0.0248
Epoch  49 Batch  565/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0243
Epoch  49 Batch  566/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0194
Epoch  49 Batch  567/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9531, Loss: 0.0199
Epoch  49 Batch  568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9524, Loss: 0.0139
Epoch  49 Batch  569/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0179
Epoch  49 Batch  570/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9560, Loss: 0.0193
Epoch  49 Batch  571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9531, Loss: 0.0113
Epoch  49 Batch  572/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9577, Loss: 0.0178
Epoch  49 Batch  573/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0288
Epoch  49 Batch  574/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  49 Batch  575/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9585, Loss: 0.0133
Epoch  49 Batch  576/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9563, Loss: 0.0188
Epoch  49 Batch  577/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9563, Loss: 0.0226
Epoch  49 Batch  578/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0153
Epoch  49 Batch  579/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0164
Epoch  49 Batch  580/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9563, Loss: 0.0149
Epoch  49 Batch  581/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  49 Batch  582/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9556, Loss: 0.0142
Epoch  49 Batch  583/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9545, Loss: 0.0204
Epoch  49 Batch  584/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9595, Loss: 0.0186
Epoch  49 Batch  585/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9549, Loss: 0.0122
Epoch  49 Batch  586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0136
Epoch  49 Batch  587/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9577, Loss: 0.0170
Epoch  49 Batch  588/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  49 Batch  589/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9528, Loss: 0.0148
Epoch  49 Batch  590/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9528, Loss: 0.0167
Epoch  49 Batch  591/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9577, Loss: 0.0144
Epoch  49 Batch  592/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9677, Loss: 0.0165
Epoch  49 Batch  593/1077 - Train Accuracy: 0.9386, Validation Accuracy: 0.9673, Loss: 0.0284
Epoch  49 Batch  594/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9670, Loss: 0.0180
Epoch  49 Batch  595/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0220
Epoch  49 Batch  596/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9719, Loss: 0.0201
Epoch  49 Batch  597/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0157
Epoch  49 Batch  598/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  49 Batch  599/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9634, Loss: 0.0246
Epoch  49 Batch  600/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0216
Epoch  49 Batch  601/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0167
Epoch  49 Batch  602/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9727, Loss: 0.0198
Epoch  49 Batch  603/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9727, Loss: 0.0224
Epoch  49 Batch  604/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9723, Loss: 0.0304
Epoch  49 Batch  605/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0224
Epoch  49 Batch  606/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  49 Batch  607/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9705, Loss: 0.0219
Epoch  49 Batch  608/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0238
Epoch  49 Batch  609/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0222
Epoch  49 Batch  610/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  49 Batch  611/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0164
Epoch  49 Batch  612/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9609, Loss: 0.0127
Epoch  49 Batch  613/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9609, Loss: 0.0185
Epoch  49 Batch  614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9609, Loss: 0.0148
Epoch  49 Batch  615/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0145
Epoch  49 Batch  616/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  49 Batch  617/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0155
Epoch  49 Batch  618/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0203
Epoch  49 Batch  619/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9652, Loss: 0.0138
Epoch  49 Batch  620/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  49 Batch  621/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0171
Epoch  49 Batch  622/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9549, Loss: 0.0234
Epoch  49 Batch  623/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9499, Loss: 0.0217
Epoch  49 Batch  624/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9503, Loss: 0.0190
Epoch  49 Batch  625/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  49 Batch  626/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0148
Epoch  49 Batch  627/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  49 Batch  628/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9460, Loss: 0.0169
Epoch  49 Batch  629/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0177
Epoch  49 Batch  630/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9485, Loss: 0.0160
Epoch  49 Batch  631/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  49 Batch  632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9538, Loss: 0.0135
Epoch  49 Batch  633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0179
Epoch  49 Batch  634/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9620, Loss: 0.0163
Epoch  49 Batch  635/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9595, Loss: 0.0208
Epoch  49 Batch  636/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9595, Loss: 0.0166
Epoch  49 Batch  637/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0163
Epoch  49 Batch  638/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0165
Epoch  49 Batch  639/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0218
Epoch  49 Batch  640/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9698, Loss: 0.0144
Epoch  49 Batch  641/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9748, Loss: 0.0149
Epoch  49 Batch  642/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9748, Loss: 0.0155
Epoch  49 Batch  643/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0125
Epoch  49 Batch  644/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0125
Epoch  49 Batch  645/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9673, Loss: 0.0170
Epoch  49 Batch  646/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9698, Loss: 0.0147
Epoch  49 Batch  647/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0186
Epoch  49 Batch  648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9691, Loss: 0.0147
Epoch  49 Batch  649/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9663, Loss: 0.0141
Epoch  49 Batch  650/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0169
Epoch  49 Batch  651/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9684, Loss: 0.0154
Epoch  49 Batch  652/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  49 Batch  653/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0211
Epoch  49 Batch  654/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0161
Epoch  49 Batch  655/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0240
Epoch  49 Batch  656/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9553, Loss: 0.0184
Epoch  49 Batch  657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9528, Loss: 0.0218
Epoch  49 Batch  658/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9496, Loss: 0.0110
Epoch  49 Batch  659/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9496, Loss: 0.0159
Epoch  49 Batch  660/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9446, Loss: 0.0184
Epoch  49 Batch  661/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9570, Loss: 0.0158
Epoch  49 Batch  662/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9567, Loss: 0.0181
Epoch  49 Batch  663/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0125
Epoch  49 Batch  664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9542, Loss: 0.0177
Epoch  49 Batch  665/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9446, Loss: 0.0131
Epoch  49 Batch  666/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9478, Loss: 0.0229
Epoch  49 Batch  667/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9432, Loss: 0.0175
Epoch  49 Batch  668/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9485, Loss: 0.0174
Epoch  49 Batch  669/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9506, Loss: 0.0130
Epoch  49 Batch  670/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9474, Loss: 0.0159
Epoch  49 Batch  671/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0166
Epoch  49 Batch  672/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0132
Epoch  49 Batch  673/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9613, Loss: 0.0189
Epoch  49 Batch  674/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9570, Loss: 0.0162
Epoch  49 Batch  675/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  49 Batch  676/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0203
Epoch  49 Batch  677/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9574, Loss: 0.0183
Epoch  49 Batch  678/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9528, Loss: 0.0105
Epoch  49 Batch  679/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9528, Loss: 0.0127
Epoch  49 Batch  680/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9478, Loss: 0.0211
Epoch  49 Batch  681/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0175
Epoch  49 Batch  682/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0157
Epoch  49 Batch  683/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9538, Loss: 0.0156
Epoch  49 Batch  684/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0199
Epoch  49 Batch  685/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9585, Loss: 0.0241
Epoch  49 Batch  686/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  49 Batch  687/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0176
Epoch  49 Batch  688/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9556, Loss: 0.0145
Epoch  49 Batch  689/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0111
Epoch  49 Batch  690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9503, Loss: 0.0184
Epoch  49 Batch  691/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0181
Epoch  49 Batch  692/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9510, Loss: 0.0170
Epoch  49 Batch  693/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9513, Loss: 0.0297
Epoch  49 Batch  694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0149
Epoch  49 Batch  695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0200
Epoch  49 Batch  696/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  49 Batch  697/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  49 Batch  698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0142
Epoch  49 Batch  699/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9574, Loss: 0.0127
Epoch  49 Batch  700/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9574, Loss: 0.0173
Epoch  49 Batch  701/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9574, Loss: 0.0168
Epoch  49 Batch  702/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9574, Loss: 0.0276
Epoch  49 Batch  703/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0140
Epoch  49 Batch  704/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9624, Loss: 0.0250
Epoch  49 Batch  705/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9631, Loss: 0.0212
Epoch  49 Batch  706/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9684, Loss: 0.0361
Epoch  49 Batch  707/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9638, Loss: 0.0201
Epoch  49 Batch  708/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9535, Loss: 0.0155
Epoch  49 Batch  709/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9535, Loss: 0.0203
Epoch  49 Batch  710/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0154
Epoch  49 Batch  711/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0220
Epoch  49 Batch  712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0137
Epoch  49 Batch  713/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9474, Loss: 0.0125
Epoch  49 Batch  714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9517, Loss: 0.0212
Epoch  49 Batch  715/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9513, Loss: 0.0139
Epoch  49 Batch  716/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9471, Loss: 0.0160
Epoch  49 Batch  717/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9471, Loss: 0.0095
Epoch  49 Batch  718/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9464, Loss: 0.0184
Epoch  49 Batch  719/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9464, Loss: 0.0177
Epoch  49 Batch  720/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9464, Loss: 0.0194
Epoch  49 Batch  721/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9464, Loss: 0.0146
Epoch  49 Batch  722/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9464, Loss: 0.0147
Epoch  49 Batch  723/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  49 Batch  724/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9471, Loss: 0.0179
Epoch  49 Batch  725/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9474, Loss: 0.0140
Epoch  49 Batch  726/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0133
Epoch  49 Batch  727/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9588, Loss: 0.0152
Epoch  49 Batch  728/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9592, Loss: 0.0193
Epoch  49 Batch  729/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0216
Epoch  49 Batch  730/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0248
Epoch  49 Batch  731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9574, Loss: 0.0137
Epoch  49 Batch  732/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9574, Loss: 0.0182
Epoch  49 Batch  733/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0208
Epoch  49 Batch  734/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9517, Loss: 0.0138
Epoch  49 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0118
Epoch  49 Batch  736/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9517, Loss: 0.0162
Epoch  49 Batch  737/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9492, Loss: 0.0169
Epoch  49 Batch  738/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9485, Loss: 0.0084
Epoch  49 Batch  739/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9499, Loss: 0.0145
Epoch  49 Batch  740/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9439, Loss: 0.0148
Epoch  49 Batch  741/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9442, Loss: 0.0227
Epoch  49 Batch  742/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0177
Epoch  49 Batch  743/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0150
Epoch  49 Batch  744/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9595, Loss: 0.0201
Epoch  49 Batch  745/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  49 Batch  746/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0148
Epoch  49 Batch  747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0134
Epoch  49 Batch  748/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0124
Epoch  49 Batch  749/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  49 Batch  750/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0141
Epoch  49 Batch  751/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9702, Loss: 0.0165
Epoch  49 Batch  752/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9702, Loss: 0.0195
Epoch  49 Batch  753/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0180
Epoch  49 Batch  754/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0154
Epoch  49 Batch  755/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0159
Epoch  49 Batch  756/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0136
Epoch  49 Batch  757/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9616, Loss: 0.0141
Epoch  49 Batch  758/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0123
Epoch  49 Batch  759/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9719, Loss: 0.0192
Epoch  49 Batch  760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9673, Loss: 0.0208
Epoch  49 Batch  761/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0156
Epoch  49 Batch  762/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9673, Loss: 0.0153
Epoch  49 Batch  763/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0170
Epoch  49 Batch  764/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  49 Batch  765/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9634, Loss: 0.0205
Epoch  49 Batch  766/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0204
Epoch  49 Batch  767/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9627, Loss: 0.0181
Epoch  49 Batch  768/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0150
Epoch  49 Batch  769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0175
Epoch  49 Batch  770/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  49 Batch  771/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9624, Loss: 0.0139
Epoch  49 Batch  772/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9624, Loss: 0.0151
Epoch  49 Batch  773/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0152
Epoch  49 Batch  774/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9624, Loss: 0.0145
Epoch  49 Batch  775/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  49 Batch  776/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0173
Epoch  49 Batch  777/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0131
Epoch  49 Batch  778/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9680, Loss: 0.0197
Epoch  49 Batch  779/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9705, Loss: 0.0151
Epoch  49 Batch  780/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0253
Epoch  49 Batch  781/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0126
Epoch  49 Batch  782/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0182
Epoch  49 Batch  783/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9705, Loss: 0.0192
Epoch  49 Batch  784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0122
Epoch  49 Batch  785/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0132
Epoch  49 Batch  786/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9656, Loss: 0.0147
Epoch  49 Batch  787/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9702, Loss: 0.0134
Epoch  49 Batch  788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0194
Epoch  49 Batch  789/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9648, Loss: 0.0185
Epoch  49 Batch  790/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9645, Loss: 0.0227
Epoch  49 Batch  791/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  49 Batch  792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  49 Batch  793/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9503, Loss: 0.0165
Epoch  49 Batch  794/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9499, Loss: 0.0124
Epoch  49 Batch  795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9513, Loss: 0.0190
Epoch  49 Batch  796/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9563, Loss: 0.0211
Epoch  49 Batch  797/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9563, Loss: 0.0189
Epoch  49 Batch  798/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9666, Loss: 0.0213
Epoch  49 Batch  799/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9624, Loss: 0.0241
Epoch  49 Batch  800/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0178
Epoch  49 Batch  801/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0169
Epoch  49 Batch  802/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9592, Loss: 0.0218
Epoch  49 Batch  803/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0164
Epoch  49 Batch  804/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9510, Loss: 0.0097
Epoch  49 Batch  805/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0169
Epoch  49 Batch  806/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9556, Loss: 0.0130
Epoch  49 Batch  807/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9496, Loss: 0.0117
Epoch  49 Batch  808/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9542, Loss: 0.0291
Epoch  49 Batch  809/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0293
Epoch  49 Batch  810/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0176
Epoch  49 Batch  811/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9521, Loss: 0.0188
Epoch  49 Batch  812/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9524, Loss: 0.0198
Epoch  49 Batch  813/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9499, Loss: 0.0147
Epoch  49 Batch  814/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9506, Loss: 0.0164
Epoch  49 Batch  815/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0218
Epoch  49 Batch  816/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0147
Epoch  49 Batch  817/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9616, Loss: 0.0156
Epoch  49 Batch  818/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9616, Loss: 0.0216
Epoch  49 Batch  819/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0183
Epoch  49 Batch  820/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9659, Loss: 0.0137
Epoch  49 Batch  821/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9659, Loss: 0.0154
Epoch  49 Batch  822/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9677, Loss: 0.0130
Epoch  49 Batch  823/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0207
Epoch  49 Batch  824/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9716, Loss: 0.0196
Epoch  49 Batch  825/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9659, Loss: 0.0135
Epoch  49 Batch  826/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0155
Epoch  49 Batch  827/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9616, Loss: 0.0154
Epoch  49 Batch  828/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0116
Epoch  49 Batch  829/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0239
Epoch  49 Batch  830/1077 - Train Accuracy: 0.9355, Validation Accuracy: 0.9705, Loss: 0.0201
Epoch  49 Batch  831/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0196
Epoch  49 Batch  832/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9698, Loss: 0.0126
Epoch  49 Batch  833/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0169
Epoch  49 Batch  834/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9592, Loss: 0.0173
Epoch  49 Batch  835/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9592, Loss: 0.0160
Epoch  49 Batch  836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9716, Loss: 0.0144
Epoch  49 Batch  837/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9716, Loss: 0.0263
Epoch  49 Batch  838/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9769, Loss: 0.0187
Epoch  49 Batch  839/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  49 Batch  840/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9709, Loss: 0.0177
Epoch  49 Batch  841/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9709, Loss: 0.0269
Epoch  49 Batch  842/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9712, Loss: 0.0135
Epoch  49 Batch  843/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9712, Loss: 0.0145
Epoch  49 Batch  844/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9712, Loss: 0.0138
Epoch  49 Batch  845/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9712, Loss: 0.0141
Epoch  49 Batch  846/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9663, Loss: 0.0219
Epoch  49 Batch  847/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0191
Epoch  49 Batch  848/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9592, Loss: 0.0158
Epoch  49 Batch  849/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0108
Epoch  49 Batch  850/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0224
Epoch  49 Batch  851/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9670, Loss: 0.0259
Epoch  49 Batch  852/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0230
Epoch  49 Batch  853/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9719, Loss: 0.0173
Epoch  49 Batch  854/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0169
Epoch  49 Batch  855/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9691, Loss: 0.0192
Epoch  49 Batch  856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9688, Loss: 0.0188
Epoch  49 Batch  857/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9634, Loss: 0.0157
Epoch  49 Batch  858/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9634, Loss: 0.0117
Epoch  49 Batch  859/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0192
Epoch  49 Batch  860/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9762, Loss: 0.0170
Epoch  49 Batch  861/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9716, Loss: 0.0136
Epoch  49 Batch  862/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9719, Loss: 0.0204
Epoch  49 Batch  863/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  49 Batch  864/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9627, Loss: 0.0173
Epoch  49 Batch  865/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0217
Epoch  49 Batch  866/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9563, Loss: 0.0228
Epoch  49 Batch  867/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9563, Loss: 0.0535
Epoch  49 Batch  868/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9677, Loss: 0.0200
Epoch  49 Batch  869/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0139
Epoch  49 Batch  870/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9666, Loss: 0.0164
Epoch  49 Batch  871/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9670, Loss: 0.0192
Epoch  49 Batch  872/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9624, Loss: 0.0171
Epoch  49 Batch  873/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0178
Epoch  49 Batch  874/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9609, Loss: 0.0181
Epoch  49 Batch  875/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0144
Epoch  49 Batch  876/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  49 Batch  877/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0152
Epoch  49 Batch  878/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0138
Epoch  49 Batch  879/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0133
Epoch  49 Batch  880/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0198
Epoch  49 Batch  881/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0172
Epoch  49 Batch  882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9563, Loss: 0.0138
Epoch  49 Batch  883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9656, Loss: 0.0243
Epoch  49 Batch  884/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9656, Loss: 0.0209
Epoch  49 Batch  885/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9641, Loss: 0.0097
Epoch  49 Batch  886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9648, Loss: 0.0200
Epoch  49 Batch  887/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9599, Loss: 0.0203
Epoch  49 Batch  888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9599, Loss: 0.0211
Epoch  49 Batch  889/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  49 Batch  890/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9563, Loss: 0.0190
Epoch  49 Batch  891/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9563, Loss: 0.0139
Epoch  49 Batch  892/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0193
Epoch  49 Batch  893/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9567, Loss: 0.0152
Epoch  49 Batch  894/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9616, Loss: 0.0142
Epoch  49 Batch  895/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  49 Batch  896/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  49 Batch  897/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9517, Loss: 0.0164
Epoch  49 Batch  898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0209
Epoch  49 Batch  899/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  49 Batch  900/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9574, Loss: 0.0173
Epoch  49 Batch  901/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9624, Loss: 0.0241
Epoch  49 Batch  902/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9627, Loss: 0.0254
Epoch  49 Batch  903/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0201
Epoch  49 Batch  904/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0190
Epoch  49 Batch  905/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0140
Epoch  49 Batch  906/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9673, Loss: 0.0137
Epoch  49 Batch  907/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0178
Epoch  49 Batch  908/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9695, Loss: 0.0186
Epoch  49 Batch  909/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9695, Loss: 0.0233
Epoch  49 Batch  910/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9688, Loss: 0.0210
Epoch  49 Batch  911/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0203
Epoch  49 Batch  912/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9688, Loss: 0.0161
Epoch  49 Batch  913/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9691, Loss: 0.0231
Epoch  49 Batch  914/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9737, Loss: 0.0456
Epoch  49 Batch  915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9719, Loss: 0.0189
Epoch  49 Batch  916/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9719, Loss: 0.0161
Epoch  49 Batch  917/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0211
Epoch  49 Batch  918/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9659, Loss: 0.0148
Epoch  49 Batch  919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0110
Epoch  49 Batch  920/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9659, Loss: 0.0158
Epoch  49 Batch  921/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0190
Epoch  49 Batch  922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9659, Loss: 0.0181
Epoch  49 Batch  923/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9659, Loss: 0.0083
Epoch  49 Batch  924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9659, Loss: 0.0218
Epoch  49 Batch  925/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0133
Epoch  49 Batch  926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  49 Batch  927/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9609, Loss: 0.0203
Epoch  49 Batch  928/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0165
Epoch  49 Batch  929/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0124
Epoch  49 Batch  930/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0135
Epoch  49 Batch  931/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  49 Batch  932/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0142
Epoch  49 Batch  933/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9616, Loss: 0.0168
Epoch  49 Batch  934/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0151
Epoch  49 Batch  935/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9666, Loss: 0.0138
Epoch  49 Batch  936/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  49 Batch  937/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9691, Loss: 0.0203
Epoch  49 Batch  938/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9695, Loss: 0.0200
Epoch  49 Batch  939/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9695, Loss: 0.0276
Epoch  49 Batch  940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0134
Epoch  49 Batch  941/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9688, Loss: 0.0153
Epoch  49 Batch  942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9638, Loss: 0.0237
Epoch  49 Batch  943/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0128
Epoch  49 Batch  944/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9673, Loss: 0.0163
Epoch  49 Batch  945/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9673, Loss: 0.0095
Epoch  49 Batch  946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9673, Loss: 0.0134
Epoch  49 Batch  947/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9631, Loss: 0.0186
Epoch  49 Batch  948/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  49 Batch  949/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  49 Batch  950/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9592, Loss: 0.0145
Epoch  49 Batch  951/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9588, Loss: 0.0153
Epoch  49 Batch  952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9588, Loss: 0.0104
Epoch  49 Batch  953/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  49 Batch  954/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9613, Loss: 0.0222
Epoch  49 Batch  955/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9613, Loss: 0.0182
Epoch  49 Batch  956/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9613, Loss: 0.0182
Epoch  49 Batch  957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  49 Batch  958/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0138
Epoch  49 Batch  959/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  49 Batch  960/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  49 Batch  961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0121
Epoch  49 Batch  962/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9680, Loss: 0.0226
Epoch  49 Batch  963/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9680, Loss: 0.0215
Epoch  49 Batch  964/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0124
Epoch  49 Batch  965/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9592, Loss: 0.0299
Epoch  49 Batch  966/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0160
Epoch  49 Batch  967/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0210
Epoch  49 Batch  968/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9638, Loss: 0.0267
Epoch  49 Batch  969/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0262
Epoch  49 Batch  970/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0148
Epoch  49 Batch  971/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0236
Epoch  49 Batch  972/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0185
Epoch  49 Batch  973/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9627, Loss: 0.0120
Epoch  49 Batch  974/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0146
Epoch  49 Batch  975/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9609, Loss: 0.0144
Epoch  49 Batch  976/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0137
Epoch  49 Batch  977/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0094
Epoch  49 Batch  978/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0204
Epoch  49 Batch  979/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9606, Loss: 0.0157
Epoch  49 Batch  980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9606, Loss: 0.0186
Epoch  49 Batch  981/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9606, Loss: 0.0236
Epoch  49 Batch  982/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0177
Epoch  49 Batch  983/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9656, Loss: 0.0158
Epoch  49 Batch  984/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9659, Loss: 0.0215
Epoch  49 Batch  985/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9659, Loss: 0.0135
Epoch  49 Batch  986/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9577, Loss: 0.0157
Epoch  49 Batch  987/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9599, Loss: 0.0131
Epoch  49 Batch  988/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0188
Epoch  49 Batch  989/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9602, Loss: 0.0206
Epoch  49 Batch  990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9499, Loss: 0.0190
Epoch  49 Batch  991/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9379, Loss: 0.0168
Epoch  49 Batch  992/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9332, Loss: 0.0197
Epoch  49 Batch  993/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9336, Loss: 0.0132
Epoch  49 Batch  994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9432, Loss: 0.0166
Epoch  49 Batch  995/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9446, Loss: 0.0138
Epoch  49 Batch  996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9375, Loss: 0.0162
Epoch  49 Batch  997/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9467, Loss: 0.0173
Epoch  49 Batch  998/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9425, Loss: 0.0153
Epoch  49 Batch  999/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9421, Loss: 0.0227
Epoch  49 Batch 1000/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9421, Loss: 0.0156
Epoch  49 Batch 1001/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9457, Loss: 0.0145
Epoch  49 Batch 1002/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9407, Loss: 0.0113
Epoch  49 Batch 1003/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9432, Loss: 0.0190
Epoch  49 Batch 1004/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9375, Loss: 0.0151
Epoch  49 Batch 1005/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9432, Loss: 0.0198
Epoch  49 Batch 1006/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9425, Loss: 0.0132
Epoch  49 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9428, Loss: 0.0114
Epoch  49 Batch 1008/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9375, Loss: 0.0182
Epoch  49 Batch 1009/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9428, Loss: 0.0151
Epoch  49 Batch 1010/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9432, Loss: 0.0160
Epoch  49 Batch 1011/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9478, Loss: 0.0175
Epoch  49 Batch 1012/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0138
Epoch  49 Batch 1013/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0109
Epoch  49 Batch 1014/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0134
Epoch  49 Batch 1015/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0209
Epoch  49 Batch 1016/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  49 Batch 1017/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  49 Batch 1018/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9638, Loss: 0.0219
Epoch  49 Batch 1019/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9634, Loss: 0.0251
Epoch  49 Batch 1020/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9585, Loss: 0.0137
Epoch  49 Batch 1021/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0176
Epoch  49 Batch 1022/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  49 Batch 1023/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9645, Loss: 0.0179
Epoch  49 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0208
Epoch  49 Batch 1025/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9677, Loss: 0.0190
Epoch  49 Batch 1026/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9680, Loss: 0.0177
Epoch  49 Batch 1027/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0138
Epoch  49 Batch 1028/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0174
Epoch  49 Batch 1029/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9677, Loss: 0.0159
Epoch  49 Batch 1030/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9673, Loss: 0.0122
Epoch  49 Batch 1031/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9670, Loss: 0.0226
Epoch  49 Batch 1032/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9716, Loss: 0.0212
Epoch  49 Batch 1033/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9716, Loss: 0.0190
Epoch  49 Batch 1034/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9716, Loss: 0.0147
Epoch  49 Batch 1035/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9716, Loss: 0.0120
Epoch  49 Batch 1036/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9716, Loss: 0.0215
Epoch  49 Batch 1037/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9716, Loss: 0.0164
Epoch  49 Batch 1038/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9712, Loss: 0.0234
Epoch  49 Batch 1039/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0142
Epoch  49 Batch 1040/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9670, Loss: 0.0190
Epoch  49 Batch 1041/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0255
Epoch  49 Batch 1042/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9645, Loss: 0.0116
Epoch  49 Batch 1043/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0307
Epoch  49 Batch 1044/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0179
Epoch  49 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0167
Epoch  49 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0123
Epoch  49 Batch 1047/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9631, Loss: 0.0148
Epoch  49 Batch 1048/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0216
Epoch  49 Batch 1049/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  49 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9673, Loss: 0.0091
Epoch  49 Batch 1051/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0226
Epoch  49 Batch 1052/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  49 Batch 1053/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9673, Loss: 0.0186
Epoch  49 Batch 1054/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9673, Loss: 0.0173
Epoch  49 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0195
Epoch  49 Batch 1056/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0110
Epoch  49 Batch 1057/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  49 Batch 1058/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9659, Loss: 0.0214
Epoch  49 Batch 1059/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9734, Loss: 0.0191
Epoch  49 Batch 1060/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9734, Loss: 0.0131
Epoch  49 Batch 1061/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9734, Loss: 0.0239
Epoch  49 Batch 1062/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0220
Epoch  49 Batch 1063/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9663, Loss: 0.0234
Epoch  49 Batch 1064/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0183
Epoch  49 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0170
Epoch  49 Batch 1066/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9652, Loss: 0.0135
Epoch  49 Batch 1067/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0151
Epoch  49 Batch 1068/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9698, Loss: 0.0127
Epoch  49 Batch 1069/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0135
Epoch  49 Batch 1070/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9560, Loss: 0.0163
Epoch  49 Batch 1071/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0192
Epoch  49 Batch 1072/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9645, Loss: 0.0179
Epoch  49 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9595, Loss: 0.0180
Epoch  49 Batch 1074/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9695, Loss: 0.0203
Epoch  49 Batch 1075/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9698, Loss: 0.0217
Epoch  50 Batch    1/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9659, Loss: 0.0108
Epoch  50 Batch    2/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  50 Batch    3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0213
Epoch  50 Batch    4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9663, Loss: 0.0145
Epoch  50 Batch    5/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9663, Loss: 0.0227
Epoch  50 Batch    6/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9663, Loss: 0.0124
Epoch  50 Batch    7/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0185
Epoch  50 Batch    8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9641, Loss: 0.0194
Epoch  50 Batch    9/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0175
Epoch  50 Batch   10/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9677, Loss: 0.0174
Epoch  50 Batch   11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9677, Loss: 0.0272
Epoch  50 Batch   12/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0121
Epoch  50 Batch   13/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9684, Loss: 0.0225
Epoch  50 Batch   14/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0143
Epoch  50 Batch   15/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0175
Epoch  50 Batch   16/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9652, Loss: 0.0178
Epoch  50 Batch   17/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0159
Epoch  50 Batch   18/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0124
Epoch  50 Batch   19/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0162
Epoch  50 Batch   20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0160
Epoch  50 Batch   21/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0183
Epoch  50 Batch   22/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0154
Epoch  50 Batch   23/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  50 Batch   24/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0189
Epoch  50 Batch   25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9560, Loss: 0.0095
Epoch  50 Batch   26/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0248
Epoch  50 Batch   27/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9645, Loss: 0.0142
Epoch  50 Batch   28/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0186
Epoch  50 Batch   29/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0168
Epoch  50 Batch   30/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9709, Loss: 0.0143
Epoch  50 Batch   31/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9755, Loss: 0.0206
Epoch  50 Batch   32/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0150
Epoch  50 Batch   33/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9712, Loss: 0.0157
Epoch  50 Batch   34/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0224
Epoch  50 Batch   35/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9670, Loss: 0.0199
Epoch  50 Batch   36/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9670, Loss: 0.0146
Epoch  50 Batch   37/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0177
Epoch  50 Batch   38/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9670, Loss: 0.0222
Epoch  50 Batch   39/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9670, Loss: 0.0213
Epoch  50 Batch   40/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9620, Loss: 0.0155
Epoch  50 Batch   41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9620, Loss: 0.0126
Epoch  50 Batch   42/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0235
Epoch  50 Batch   43/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9620, Loss: 0.0102
Epoch  50 Batch   44/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9624, Loss: 0.0116
Epoch  50 Batch   45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0153
Epoch  50 Batch   46/1077 - Train Accuracy: 0.9470, Validation Accuracy: 0.9727, Loss: 0.0249
Epoch  50 Batch   47/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  50 Batch   48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9712, Loss: 0.0241
Epoch  50 Batch   49/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9663, Loss: 0.0321
Epoch  50 Batch   50/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  50 Batch   51/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0199
Epoch  50 Batch   52/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0242
Epoch  50 Batch   53/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9588, Loss: 0.0164
Epoch  50 Batch   54/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9524, Loss: 0.0321
Epoch  50 Batch   55/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0167
Epoch  50 Batch   56/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0133
Epoch  50 Batch   57/1077 - Train Accuracy: 0.9620, Validation Accuracy: 0.9503, Loss: 0.0192
Epoch  50 Batch   58/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9524, Loss: 0.0172
Epoch  50 Batch   59/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  50 Batch   60/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9563, Loss: 0.0144
Epoch  50 Batch   61/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0153
Epoch  50 Batch   62/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9570, Loss: 0.0240
Epoch  50 Batch   63/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9574, Loss: 0.0149
Epoch  50 Batch   64/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9577, Loss: 0.0157
Epoch  50 Batch   65/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9556, Loss: 0.0167
Epoch  50 Batch   66/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0109
Epoch  50 Batch   67/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9577, Loss: 0.0190
Epoch  50 Batch   68/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9577, Loss: 0.0193
Epoch  50 Batch   69/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0224
Epoch  50 Batch   70/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9616, Loss: 0.0238
Epoch  50 Batch   71/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9645, Loss: 0.0112
Epoch  50 Batch   72/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9691, Loss: 0.0194
Epoch  50 Batch   73/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9666, Loss: 0.0154
Epoch  50 Batch   74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9645, Loss: 0.0179
Epoch  50 Batch   75/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0252
Epoch  50 Batch   76/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0134
Epoch  50 Batch   77/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9482, Loss: 0.0169
Epoch  50 Batch   78/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9531, Loss: 0.0188
Epoch  50 Batch   79/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0154
Epoch  50 Batch   80/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9613, Loss: 0.0158
Epoch  50 Batch   81/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0133
Epoch  50 Batch   82/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9656, Loss: 0.0168
Epoch  50 Batch   83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9709, Loss: 0.0136
Epoch  50 Batch   84/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0170
Epoch  50 Batch   85/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9702, Loss: 0.0160
Epoch  50 Batch   86/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9698, Loss: 0.0179
Epoch  50 Batch   87/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9652, Loss: 0.0195
Epoch  50 Batch   88/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9634, Loss: 0.0221
Epoch  50 Batch   89/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9638, Loss: 0.0191
Epoch  50 Batch   90/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0140
Epoch  50 Batch   91/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0133
Epoch  50 Batch   92/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9574, Loss: 0.0166
Epoch  50 Batch   93/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0143
Epoch  50 Batch   94/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0138
Epoch  50 Batch   95/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9521, Loss: 0.0143
Epoch  50 Batch   96/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0186
Epoch  50 Batch   97/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9521, Loss: 0.0197
Epoch  50 Batch   98/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9549, Loss: 0.0239
Epoch  50 Batch   99/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9549, Loss: 0.0142
Epoch  50 Batch  100/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  50 Batch  101/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9638, Loss: 0.0174
Epoch  50 Batch  102/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9638, Loss: 0.0112
Epoch  50 Batch  103/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9638, Loss: 0.0227
Epoch  50 Batch  104/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9638, Loss: 0.0225
Epoch  50 Batch  105/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  50 Batch  106/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0169
Epoch  50 Batch  107/1077 - Train Accuracy: 0.9390, Validation Accuracy: 0.9684, Loss: 0.0205
Epoch  50 Batch  108/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9684, Loss: 0.0251
Epoch  50 Batch  109/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0166
Epoch  50 Batch  110/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9716, Loss: 0.0112
Epoch  50 Batch  111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9641, Loss: 0.0163
Epoch  50 Batch  112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9641, Loss: 0.0150
Epoch  50 Batch  113/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9627, Loss: 0.0248
Epoch  50 Batch  114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9627, Loss: 0.0127
Epoch  50 Batch  115/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  50 Batch  116/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0264
Epoch  50 Batch  117/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9680, Loss: 0.0136
Epoch  50 Batch  118/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9581, Loss: 0.0170
Epoch  50 Batch  119/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  50 Batch  120/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9581, Loss: 0.0181
Epoch  50 Batch  121/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0198
Epoch  50 Batch  122/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9709, Loss: 0.0157
Epoch  50 Batch  123/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9705, Loss: 0.0141
Epoch  50 Batch  124/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9705, Loss: 0.0217
Epoch  50 Batch  125/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9652, Loss: 0.0268
Epoch  50 Batch  126/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9755, Loss: 0.0141
Epoch  50 Batch  127/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9695, Loss: 0.0188
Epoch  50 Batch  128/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  50 Batch  129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0187
Epoch  50 Batch  130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9517, Loss: 0.0149
Epoch  50 Batch  131/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9471, Loss: 0.0138
Epoch  50 Batch  132/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9400, Loss: 0.0154
Epoch  50 Batch  133/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9446, Loss: 0.0107
Epoch  50 Batch  134/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9467, Loss: 0.0162
Epoch  50 Batch  135/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9485, Loss: 0.0161
Epoch  50 Batch  136/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9485, Loss: 0.0112
Epoch  50 Batch  137/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9538, Loss: 0.0157
Epoch  50 Batch  138/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9538, Loss: 0.0195
Epoch  50 Batch  139/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  50 Batch  140/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9648, Loss: 0.0145
Epoch  50 Batch  141/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9624, Loss: 0.0143
Epoch  50 Batch  142/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9666, Loss: 0.0190
Epoch  50 Batch  143/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9616, Loss: 0.0135
Epoch  50 Batch  144/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9563, Loss: 0.0213
Epoch  50 Batch  145/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0146
Epoch  50 Batch  146/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9684, Loss: 0.0542
Epoch  50 Batch  147/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0134
Epoch  50 Batch  148/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9684, Loss: 0.0201
Epoch  50 Batch  149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0137
Epoch  50 Batch  150/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9666, Loss: 0.0161
Epoch  50 Batch  151/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9670, Loss: 0.0134
Epoch  50 Batch  152/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9719, Loss: 0.0230
Epoch  50 Batch  153/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9592, Loss: 0.0278
Epoch  50 Batch  154/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9592, Loss: 0.0145
Epoch  50 Batch  155/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9549, Loss: 0.0156
Epoch  50 Batch  156/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9549, Loss: 0.0118
Epoch  50 Batch  157/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9485, Loss: 0.0130
Epoch  50 Batch  158/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9485, Loss: 0.0179
Epoch  50 Batch  159/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9485, Loss: 0.0173
Epoch  50 Batch  160/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9528, Loss: 0.0131
Epoch  50 Batch  161/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0131
Epoch  50 Batch  162/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0192
Epoch  50 Batch  163/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9609, Loss: 0.0212
Epoch  50 Batch  164/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0135
Epoch  50 Batch  165/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0234
Epoch  50 Batch  166/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9698, Loss: 0.0147
Epoch  50 Batch  167/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9702, Loss: 0.0140
Epoch  50 Batch  168/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9702, Loss: 0.0276
Epoch  50 Batch  169/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9702, Loss: 0.0151
Epoch  50 Batch  170/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0171
Epoch  50 Batch  171/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9723, Loss: 0.0146
Epoch  50 Batch  172/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9723, Loss: 0.0125
Epoch  50 Batch  173/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9723, Loss: 0.0173
Epoch  50 Batch  174/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0101
Epoch  50 Batch  175/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9741, Loss: 0.0212
Epoch  50 Batch  176/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0188
Epoch  50 Batch  177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9680, Loss: 0.0166
Epoch  50 Batch  178/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9698, Loss: 0.0177
Epoch  50 Batch  179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0196
Epoch  50 Batch  180/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9698, Loss: 0.0122
Epoch  50 Batch  181/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9698, Loss: 0.0168
Epoch  50 Batch  182/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9698, Loss: 0.0244
Epoch  50 Batch  183/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9698, Loss: 0.0151
Epoch  50 Batch  184/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9691, Loss: 0.0178
Epoch  50 Batch  185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9688, Loss: 0.0164
Epoch  50 Batch  186/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9684, Loss: 0.0185
Epoch  50 Batch  187/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0121
Epoch  50 Batch  188/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9620, Loss: 0.0186
Epoch  50 Batch  189/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0149
Epoch  50 Batch  190/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9545, Loss: 0.0136
Epoch  50 Batch  191/1077 - Train Accuracy: 0.9577, Validation Accuracy: 0.9545, Loss: 0.0122
Epoch  50 Batch  192/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9545, Loss: 0.0157
Epoch  50 Batch  193/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9570, Loss: 0.0155
Epoch  50 Batch  194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9577, Loss: 0.0104
Epoch  50 Batch  195/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0144
Epoch  50 Batch  196/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0117
Epoch  50 Batch  197/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0161
Epoch  50 Batch  198/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0194
Epoch  50 Batch  199/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9613, Loss: 0.0145
Epoch  50 Batch  200/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0181
Epoch  50 Batch  201/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9560, Loss: 0.0183
Epoch  50 Batch  202/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0131
Epoch  50 Batch  203/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9556, Loss: 0.0179
Epoch  50 Batch  204/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9556, Loss: 0.0307
Epoch  50 Batch  205/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9556, Loss: 0.0261
Epoch  50 Batch  206/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0129
Epoch  50 Batch  207/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0140
Epoch  50 Batch  208/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0156
Epoch  50 Batch  209/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9670, Loss: 0.0140
Epoch  50 Batch  210/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9719, Loss: 0.0154
Epoch  50 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0127
Epoch  50 Batch  212/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9776, Loss: 0.0139
Epoch  50 Batch  213/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9727, Loss: 0.0121
Epoch  50 Batch  214/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9723, Loss: 0.0129
Epoch  50 Batch  215/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9673, Loss: 0.0202
Epoch  50 Batch  216/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0137
Epoch  50 Batch  217/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9677, Loss: 0.0109
Epoch  50 Batch  218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9677, Loss: 0.0207
Epoch  50 Batch  219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9677, Loss: 0.0111
Epoch  50 Batch  220/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9677, Loss: 0.0146
Epoch  50 Batch  221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9727, Loss: 0.0138
Epoch  50 Batch  222/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  50 Batch  223/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9702, Loss: 0.0167
Epoch  50 Batch  224/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0150
Epoch  50 Batch  225/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9709, Loss: 0.0238
Epoch  50 Batch  226/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0148
Epoch  50 Batch  227/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9599, Loss: 0.0203
Epoch  50 Batch  228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0143
Epoch  50 Batch  229/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9624, Loss: 0.0189
Epoch  50 Batch  230/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9616, Loss: 0.0190
Epoch  50 Batch  231/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  50 Batch  232/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9592, Loss: 0.0143
Epoch  50 Batch  233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9545, Loss: 0.0199
Epoch  50 Batch  234/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0135
Epoch  50 Batch  235/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9496, Loss: 0.0163
Epoch  50 Batch  236/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  50 Batch  237/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9609, Loss: 0.0139
Epoch  50 Batch  238/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0130
Epoch  50 Batch  239/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9673, Loss: 0.0107
Epoch  50 Batch  240/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0159
Epoch  50 Batch  241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0106
Epoch  50 Batch  242/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  50 Batch  243/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0199
Epoch  50 Batch  244/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  50 Batch  245/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9677, Loss: 0.0143
Epoch  50 Batch  246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9769, Loss: 0.0153
Epoch  50 Batch  247/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9730, Loss: 0.0174
Epoch  50 Batch  248/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0206
Epoch  50 Batch  249/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9751, Loss: 0.0146
Epoch  50 Batch  250/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9751, Loss: 0.0165
Epoch  50 Batch  251/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9727, Loss: 0.0225
Epoch  50 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  50 Batch  253/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0168
Epoch  50 Batch  254/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9727, Loss: 0.0207
Epoch  50 Batch  255/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0136
Epoch  50 Batch  256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9730, Loss: 0.0324
Epoch  50 Batch  257/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0160
Epoch  50 Batch  258/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9627, Loss: 0.0168
Epoch  50 Batch  259/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  50 Batch  260/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  50 Batch  261/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9602, Loss: 0.0201
Epoch  50 Batch  262/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9663, Loss: 0.0184
Epoch  50 Batch  263/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0113
Epoch  50 Batch  264/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9659, Loss: 0.0149
Epoch  50 Batch  265/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0124
Epoch  50 Batch  266/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0196
Epoch  50 Batch  267/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9688, Loss: 0.0122
Epoch  50 Batch  268/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0240
Epoch  50 Batch  269/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0191
Epoch  50 Batch  270/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9638, Loss: 0.0269
Epoch  50 Batch  271/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0157
Epoch  50 Batch  272/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9659, Loss: 0.0415
Epoch  50 Batch  273/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0144
Epoch  50 Batch  274/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  50 Batch  275/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  50 Batch  276/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0251
Epoch  50 Batch  277/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9574, Loss: 0.0129
Epoch  50 Batch  278/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0238
Epoch  50 Batch  279/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0179
Epoch  50 Batch  280/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9535, Loss: 0.0198
Epoch  50 Batch  281/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0209
Epoch  50 Batch  282/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0238
Epoch  50 Batch  283/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9620, Loss: 0.0148
Epoch  50 Batch  284/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0189
Epoch  50 Batch  285/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9542, Loss: 0.0226
Epoch  50 Batch  286/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9545, Loss: 0.0156
Epoch  50 Batch  287/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9549, Loss: 0.0250
Epoch  50 Batch  288/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0235
Epoch  50 Batch  289/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9545, Loss: 0.0135
Epoch  50 Batch  290/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0283
Epoch  50 Batch  291/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9595, Loss: 0.0293
Epoch  50 Batch  292/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9595, Loss: 0.0173
Epoch  50 Batch  293/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0128
Epoch  50 Batch  294/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9641, Loss: 0.0189
Epoch  50 Batch  295/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  50 Batch  296/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9545, Loss: 0.0144
Epoch  50 Batch  297/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9592, Loss: 0.0207
Epoch  50 Batch  298/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9542, Loss: 0.0221
Epoch  50 Batch  299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0178
Epoch  50 Batch  300/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9492, Loss: 0.0117
Epoch  50 Batch  301/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0151
Epoch  50 Batch  302/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9503, Loss: 0.0167
Epoch  50 Batch  303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9545, Loss: 0.0260
Epoch  50 Batch  304/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9542, Loss: 0.0214
Epoch  50 Batch  305/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9496, Loss: 0.0157
Epoch  50 Batch  306/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0288
Epoch  50 Batch  307/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9556, Loss: 0.0188
Epoch  50 Batch  308/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0168
Epoch  50 Batch  309/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9553, Loss: 0.0157
Epoch  50 Batch  310/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0156
Epoch  50 Batch  311/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9513, Loss: 0.0124
Epoch  50 Batch  312/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0218
Epoch  50 Batch  313/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  50 Batch  314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0273
Epoch  50 Batch  315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9521, Loss: 0.0185
Epoch  50 Batch  316/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0175
Epoch  50 Batch  317/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9556, Loss: 0.0148
Epoch  50 Batch  318/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0140
Epoch  50 Batch  319/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9510, Loss: 0.0201
Epoch  50 Batch  320/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0271
Epoch  50 Batch  321/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9492, Loss: 0.0135
Epoch  50 Batch  322/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0135
Epoch  50 Batch  323/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9492, Loss: 0.0171
Epoch  50 Batch  324/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9442, Loss: 0.0164
Epoch  50 Batch  325/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0162
Epoch  50 Batch  326/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0165
Epoch  50 Batch  327/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0243
Epoch  50 Batch  328/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0232
Epoch  50 Batch  329/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9616, Loss: 0.0152
Epoch  50 Batch  330/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0126
Epoch  50 Batch  331/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9620, Loss: 0.0156
Epoch  50 Batch  332/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9670, Loss: 0.0095
Epoch  50 Batch  333/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9670, Loss: 0.0115
Epoch  50 Batch  334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9620, Loss: 0.0158
Epoch  50 Batch  335/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9616, Loss: 0.0192
Epoch  50 Batch  336/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9680, Loss: 0.0511
Epoch  50 Batch  337/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9684, Loss: 0.0181
Epoch  50 Batch  338/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9638, Loss: 0.0280
Epoch  50 Batch  339/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9737, Loss: 0.0113
Epoch  50 Batch  340/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9737, Loss: 0.0164
Epoch  50 Batch  341/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9737, Loss: 0.0224
Epoch  50 Batch  342/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9737, Loss: 0.0160
Epoch  50 Batch  343/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9737, Loss: 0.0237
Epoch  50 Batch  344/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9666, Loss: 0.0172
Epoch  50 Batch  345/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9663, Loss: 0.0113
Epoch  50 Batch  346/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0202
Epoch  50 Batch  347/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9542, Loss: 0.0118
Epoch  50 Batch  348/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0157
Epoch  50 Batch  349/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9556, Loss: 0.0169
Epoch  50 Batch  350/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0149
Epoch  50 Batch  351/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9556, Loss: 0.0165
Epoch  50 Batch  352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9513, Loss: 0.0127
Epoch  50 Batch  353/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9474, Loss: 0.0192
Epoch  50 Batch  354/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9474, Loss: 0.0163
Epoch  50 Batch  355/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9482, Loss: 0.0172
Epoch  50 Batch  356/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9482, Loss: 0.0148
Epoch  50 Batch  357/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9531, Loss: 0.0166
Epoch  50 Batch  358/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9478, Loss: 0.0173
Epoch  50 Batch  359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0162
Epoch  50 Batch  360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9432, Loss: 0.0166
Epoch  50 Batch  361/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9432, Loss: 0.0125
Epoch  50 Batch  362/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9474, Loss: 0.0205
Epoch  50 Batch  363/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9439, Loss: 0.0197
Epoch  50 Batch  364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9439, Loss: 0.0216
Epoch  50 Batch  365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9414, Loss: 0.0109
Epoch  50 Batch  366/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9414, Loss: 0.0126
Epoch  50 Batch  367/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9414, Loss: 0.0121
Epoch  50 Batch  368/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9421, Loss: 0.0140
Epoch  50 Batch  369/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9421, Loss: 0.0146
Epoch  50 Batch  370/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9467, Loss: 0.0174
Epoch  50 Batch  371/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9464, Loss: 0.0147
Epoch  50 Batch  372/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9442, Loss: 0.0132
Epoch  50 Batch  373/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9439, Loss: 0.0110
Epoch  50 Batch  374/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9439, Loss: 0.0198
Epoch  50 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9528, Loss: 0.0180
Epoch  50 Batch  376/1077 - Train Accuracy: 0.9510, Validation Accuracy: 0.9549, Loss: 0.0219
Epoch  50 Batch  377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9510, Loss: 0.0174
Epoch  50 Batch  378/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0147
Epoch  50 Batch  379/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0211
Epoch  50 Batch  380/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0108
Epoch  50 Batch  381/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0262
Epoch  50 Batch  382/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0245
Epoch  50 Batch  383/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9567, Loss: 0.0168
Epoch  50 Batch  384/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  50 Batch  385/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0138
Epoch  50 Batch  386/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0144
Epoch  50 Batch  387/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0177
Epoch  50 Batch  388/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9570, Loss: 0.0230
Epoch  50 Batch  389/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0180
Epoch  50 Batch  390/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0249
Epoch  50 Batch  391/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  50 Batch  392/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0266
Epoch  50 Batch  393/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  50 Batch  394/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0143
Epoch  50 Batch  395/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  50 Batch  396/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0213
Epoch  50 Batch  397/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9585, Loss: 0.0210
Epoch  50 Batch  398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0172
Epoch  50 Batch  399/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0194
Epoch  50 Batch  400/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0181
Epoch  50 Batch  401/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9702, Loss: 0.0127
Epoch  50 Batch  402/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0156
Epoch  50 Batch  403/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0295
Epoch  50 Batch  404/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0213
Epoch  50 Batch  405/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9563, Loss: 0.0210
Epoch  50 Batch  406/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9563, Loss: 0.0168
Epoch  50 Batch  407/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  50 Batch  408/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0202
Epoch  50 Batch  409/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0203
Epoch  50 Batch  410/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9585, Loss: 0.0299
Epoch  50 Batch  411/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  50 Batch  412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9535, Loss: 0.0148
Epoch  50 Batch  413/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9574, Loss: 0.0149
Epoch  50 Batch  414/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0149
Epoch  50 Batch  415/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0223
Epoch  50 Batch  416/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9553, Loss: 0.0145
Epoch  50 Batch  417/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0270
Epoch  50 Batch  418/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9553, Loss: 0.0183
Epoch  50 Batch  419/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0139
Epoch  50 Batch  420/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9506, Loss: 0.0115
Epoch  50 Batch  421/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9506, Loss: 0.0251
Epoch  50 Batch  422/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9506, Loss: 0.0137
Epoch  50 Batch  423/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0200
Epoch  50 Batch  424/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  50 Batch  425/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9631, Loss: 0.0122
Epoch  50 Batch  426/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0210
Epoch  50 Batch  427/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9709, Loss: 0.0168
Epoch  50 Batch  428/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9645, Loss: 0.0158
Epoch  50 Batch  429/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9645, Loss: 0.0151
Epoch  50 Batch  430/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  50 Batch  431/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9648, Loss: 0.0132
Epoch  50 Batch  432/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9599, Loss: 0.0191
Epoch  50 Batch  433/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0177
Epoch  50 Batch  434/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0133
Epoch  50 Batch  435/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9542, Loss: 0.0238
Epoch  50 Batch  436/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9542, Loss: 0.0163
Epoch  50 Batch  437/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0114
Epoch  50 Batch  438/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0126
Epoch  50 Batch  439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9450, Loss: 0.0180
Epoch  50 Batch  440/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0227
Epoch  50 Batch  441/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9418, Loss: 0.0185
Epoch  50 Batch  442/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9403, Loss: 0.0194
Epoch  50 Batch  443/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9403, Loss: 0.0158
Epoch  50 Batch  444/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9496, Loss: 0.0176
Epoch  50 Batch  445/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9492, Loss: 0.0190
Epoch  50 Batch  446/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9499, Loss: 0.0117
Epoch  50 Batch  447/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9545, Loss: 0.0133
Epoch  50 Batch  448/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0166
Epoch  50 Batch  449/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0251
Epoch  50 Batch  450/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9574, Loss: 0.0174
Epoch  50 Batch  451/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9528, Loss: 0.0121
Epoch  50 Batch  452/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9521, Loss: 0.0144
Epoch  50 Batch  453/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9471, Loss: 0.0180
Epoch  50 Batch  454/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9474, Loss: 0.0322
Epoch  50 Batch  455/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0177
Epoch  50 Batch  456/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9592, Loss: 0.0235
Epoch  50 Batch  457/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  50 Batch  458/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0207
Epoch  50 Batch  459/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9620, Loss: 0.0160
Epoch  50 Batch  460/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0180
Epoch  50 Batch  461/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  50 Batch  462/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9570, Loss: 0.0177
Epoch  50 Batch  463/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0147
Epoch  50 Batch  464/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0182
Epoch  50 Batch  465/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9521, Loss: 0.0260
Epoch  50 Batch  466/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  50 Batch  467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9513, Loss: 0.0132
Epoch  50 Batch  468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0147
Epoch  50 Batch  469/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9510, Loss: 0.0107
Epoch  50 Batch  470/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9414, Loss: 0.0193
Epoch  50 Batch  471/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9414, Loss: 0.0153
Epoch  50 Batch  472/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9460, Loss: 0.0164
Epoch  50 Batch  473/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9538, Loss: 0.0171
Epoch  50 Batch  474/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0164
Epoch  50 Batch  475/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0160
Epoch  50 Batch  476/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9535, Loss: 0.0121
Epoch  50 Batch  477/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9535, Loss: 0.0197
Epoch  50 Batch  478/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9535, Loss: 0.0167
Epoch  50 Batch  479/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9545, Loss: 0.0181
Epoch  50 Batch  480/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9592, Loss: 0.0158
Epoch  50 Batch  481/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9638, Loss: 0.0162
Epoch  50 Batch  482/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9638, Loss: 0.0175
Epoch  50 Batch  483/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9528, Loss: 0.0217
Epoch  50 Batch  484/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0213
Epoch  50 Batch  485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0171
Epoch  50 Batch  486/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9560, Loss: 0.0142
Epoch  50 Batch  487/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0135
Epoch  50 Batch  488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9567, Loss: 0.0173
Epoch  50 Batch  489/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  50 Batch  490/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9513, Loss: 0.0202
Epoch  50 Batch  491/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9513, Loss: 0.0225
Epoch  50 Batch  492/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9478, Loss: 0.0232
Epoch  50 Batch  493/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9482, Loss: 0.0146
Epoch  50 Batch  494/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9464, Loss: 0.0137
Epoch  50 Batch  495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0181
Epoch  50 Batch  496/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9467, Loss: 0.0145
Epoch  50 Batch  497/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9510, Loss: 0.0183
Epoch  50 Batch  498/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0200
Epoch  50 Batch  499/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0178
Epoch  50 Batch  500/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9648, Loss: 0.0159
Epoch  50 Batch  501/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0126
Epoch  50 Batch  502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0195
Epoch  50 Batch  503/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0132
Epoch  50 Batch  504/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0138
Epoch  50 Batch  505/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0094
Epoch  50 Batch  506/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9588, Loss: 0.0237
Epoch  50 Batch  507/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9592, Loss: 0.0212
Epoch  50 Batch  508/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9506, Loss: 0.0109
Epoch  50 Batch  509/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9485, Loss: 0.0244
Epoch  50 Batch  510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9464, Loss: 0.0140
Epoch  50 Batch  511/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9460, Loss: 0.0185
Epoch  50 Batch  512/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9510, Loss: 0.0135
Epoch  50 Batch  513/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9460, Loss: 0.0192
Epoch  50 Batch  514/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9457, Loss: 0.0145
Epoch  50 Batch  515/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9432, Loss: 0.0147
Epoch  50 Batch  516/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0165
Epoch  50 Batch  517/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9432, Loss: 0.0189
Epoch  50 Batch  518/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  50 Batch  519/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0194
Epoch  50 Batch  520/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9538, Loss: 0.0130
Epoch  50 Batch  521/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9538, Loss: 0.0194
Epoch  50 Batch  522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9496, Loss: 0.0224
Epoch  50 Batch  523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  50 Batch  524/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9553, Loss: 0.0204
Epoch  50 Batch  525/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0159
Epoch  50 Batch  526/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0149
Epoch  50 Batch  527/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9492, Loss: 0.0158
Epoch  50 Batch  528/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9492, Loss: 0.0170
Epoch  50 Batch  529/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0202
Epoch  50 Batch  530/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9492, Loss: 0.0202
Epoch  50 Batch  531/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0208
Epoch  50 Batch  532/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9538, Loss: 0.0302
Epoch  50 Batch  533/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9535, Loss: 0.0151
Epoch  50 Batch  534/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9538, Loss: 0.0221
Epoch  50 Batch  535/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0147
Epoch  50 Batch  536/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9645, Loss: 0.0203
Epoch  50 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0145
Epoch  50 Batch  538/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9663, Loss: 0.0165
Epoch  50 Batch  539/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0240
Epoch  50 Batch  540/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0118
Epoch  50 Batch  541/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9574, Loss: 0.0174
Epoch  50 Batch  542/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9592, Loss: 0.0197
Epoch  50 Batch  543/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0129
Epoch  50 Batch  544/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0118
Epoch  50 Batch  545/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  50 Batch  546/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  50 Batch  547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0164
Epoch  50 Batch  548/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9496, Loss: 0.0182
Epoch  50 Batch  549/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0178
Epoch  50 Batch  550/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0172
Epoch  50 Batch  551/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9485, Loss: 0.0209
Epoch  50 Batch  552/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9496, Loss: 0.0188
Epoch  50 Batch  553/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0231
Epoch  50 Batch  554/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0181
Epoch  50 Batch  555/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9528, Loss: 0.0127
Epoch  50 Batch  556/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9577, Loss: 0.0105
Epoch  50 Batch  557/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9624, Loss: 0.0158
Epoch  50 Batch  558/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0155
Epoch  50 Batch  559/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9581, Loss: 0.0175
Epoch  50 Batch  560/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9581, Loss: 0.0137
Epoch  50 Batch  561/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9545, Loss: 0.0154
Epoch  50 Batch  562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  50 Batch  563/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0185
Epoch  50 Batch  564/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9513, Loss: 0.0258
Epoch  50 Batch  565/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0257
Epoch  50 Batch  566/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0187
Epoch  50 Batch  567/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0167
Epoch  50 Batch  568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9513, Loss: 0.0129
Epoch  50 Batch  569/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  50 Batch  570/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  50 Batch  571/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9570, Loss: 0.0125
Epoch  50 Batch  572/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9570, Loss: 0.0184
Epoch  50 Batch  573/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9574, Loss: 0.0324
Epoch  50 Batch  574/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0210
Epoch  50 Batch  575/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9670, Loss: 0.0143
Epoch  50 Batch  576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9645, Loss: 0.0120
Epoch  50 Batch  577/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  50 Batch  578/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9599, Loss: 0.0144
Epoch  50 Batch  579/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9599, Loss: 0.0161
Epoch  50 Batch  580/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9545, Loss: 0.0133
Epoch  50 Batch  581/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9545, Loss: 0.0171
Epoch  50 Batch  582/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0118
Epoch  50 Batch  583/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9513, Loss: 0.0207
Epoch  50 Batch  584/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9517, Loss: 0.0186
Epoch  50 Batch  585/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0102
Epoch  50 Batch  586/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9627, Loss: 0.0145
Epoch  50 Batch  587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9528, Loss: 0.0195
Epoch  50 Batch  588/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9680, Loss: 0.0173
Epoch  50 Batch  589/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0168
Epoch  50 Batch  590/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9620, Loss: 0.0161
Epoch  50 Batch  591/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9574, Loss: 0.0172
Epoch  50 Batch  592/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  50 Batch  593/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9570, Loss: 0.0307
Epoch  50 Batch  594/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0222
Epoch  50 Batch  595/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  50 Batch  596/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  50 Batch  597/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0151
Epoch  50 Batch  598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9638, Loss: 0.0206
Epoch  50 Batch  599/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9634, Loss: 0.0273
Epoch  50 Batch  600/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  50 Batch  601/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  50 Batch  602/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9723, Loss: 0.0198
Epoch  50 Batch  603/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9723, Loss: 0.0208
Epoch  50 Batch  604/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0235
Epoch  50 Batch  605/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9734, Loss: 0.0274
Epoch  50 Batch  606/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9684, Loss: 0.0142
Epoch  50 Batch  607/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9684, Loss: 0.0209
Epoch  50 Batch  608/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9712, Loss: 0.0239
Epoch  50 Batch  609/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0250
Epoch  50 Batch  610/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9641, Loss: 0.0189
Epoch  50 Batch  611/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0183
Epoch  50 Batch  612/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9599, Loss: 0.0140
Epoch  50 Batch  613/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9595, Loss: 0.0171
Epoch  50 Batch  614/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9542, Loss: 0.0148
Epoch  50 Batch  615/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9563, Loss: 0.0114
Epoch  50 Batch  616/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0170
Epoch  50 Batch  617/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9613, Loss: 0.0148
Epoch  50 Batch  618/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0203
Epoch  50 Batch  619/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9613, Loss: 0.0111
Epoch  50 Batch  620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0129
Epoch  50 Batch  621/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9670, Loss: 0.0205
Epoch  50 Batch  622/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9648, Loss: 0.0216
Epoch  50 Batch  623/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9673, Loss: 0.0248
Epoch  50 Batch  624/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  50 Batch  625/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0143
Epoch  50 Batch  626/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9652, Loss: 0.0142
Epoch  50 Batch  627/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0172
Epoch  50 Batch  628/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0188
Epoch  50 Batch  629/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9631, Loss: 0.0140
Epoch  50 Batch  630/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  50 Batch  631/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9656, Loss: 0.0235
Epoch  50 Batch  632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0114
Epoch  50 Batch  633/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  50 Batch  634/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0121
Epoch  50 Batch  635/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9680, Loss: 0.0204
Epoch  50 Batch  636/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9680, Loss: 0.0155
Epoch  50 Batch  637/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0166
Epoch  50 Batch  638/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  50 Batch  639/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0207
Epoch  50 Batch  640/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9680, Loss: 0.0164
Epoch  50 Batch  641/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0185
Epoch  50 Batch  642/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9613, Loss: 0.0123
Epoch  50 Batch  643/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0117
Epoch  50 Batch  644/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0149
Epoch  50 Batch  645/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0207
Epoch  50 Batch  646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9513, Loss: 0.0168
Epoch  50 Batch  647/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9471, Loss: 0.0182
Epoch  50 Batch  648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9496, Loss: 0.0140
Epoch  50 Batch  649/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9595, Loss: 0.0145
Epoch  50 Batch  650/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0154
Epoch  50 Batch  651/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  50 Batch  652/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9574, Loss: 0.0195
Epoch  50 Batch  653/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0225
Epoch  50 Batch  654/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9673, Loss: 0.0149
Epoch  50 Batch  655/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0204
Epoch  50 Batch  656/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9602, Loss: 0.0235
Epoch  50 Batch  657/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9510, Loss: 0.0238
Epoch  50 Batch  658/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0118
Epoch  50 Batch  659/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0157
Epoch  50 Batch  660/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9503, Loss: 0.0136
Epoch  50 Batch  661/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9506, Loss: 0.0159
Epoch  50 Batch  662/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0168
Epoch  50 Batch  663/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0142
Epoch  50 Batch  664/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0192
Epoch  50 Batch  665/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0130
Epoch  50 Batch  666/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9624, Loss: 0.0207
Epoch  50 Batch  667/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9624, Loss: 0.0179
Epoch  50 Batch  668/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9624, Loss: 0.0159
Epoch  50 Batch  669/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0136
Epoch  50 Batch  670/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0159
Epoch  50 Batch  671/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9613, Loss: 0.0202
Epoch  50 Batch  672/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9613, Loss: 0.0170
Epoch  50 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0200
Epoch  50 Batch  674/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9666, Loss: 0.0179
Epoch  50 Batch  675/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9666, Loss: 0.0225
Epoch  50 Batch  676/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9666, Loss: 0.0190
Epoch  50 Batch  677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9666, Loss: 0.0154
Epoch  50 Batch  678/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0100
Epoch  50 Batch  679/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9620, Loss: 0.0128
Epoch  50 Batch  680/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0197
Epoch  50 Batch  681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  50 Batch  682/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9524, Loss: 0.0138
Epoch  50 Batch  683/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9478, Loss: 0.0138
Epoch  50 Batch  684/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0178
Epoch  50 Batch  685/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9485, Loss: 0.0260
Epoch  50 Batch  686/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0166
Epoch  50 Batch  687/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0165
Epoch  50 Batch  688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9634, Loss: 0.0139
Epoch  50 Batch  689/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0112
Epoch  50 Batch  690/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  50 Batch  691/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  50 Batch  692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9560, Loss: 0.0169
Epoch  50 Batch  693/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9563, Loss: 0.0220
Epoch  50 Batch  694/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9517, Loss: 0.0143
Epoch  50 Batch  695/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  50 Batch  696/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9624, Loss: 0.0173
Epoch  50 Batch  697/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9730, Loss: 0.0191
Epoch  50 Batch  698/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9627, Loss: 0.0110
Epoch  50 Batch  699/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  50 Batch  700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0145
Epoch  50 Batch  701/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9624, Loss: 0.0141
Epoch  50 Batch  702/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9624, Loss: 0.0305
Epoch  50 Batch  703/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0164
Epoch  50 Batch  704/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9624, Loss: 0.0248
Epoch  50 Batch  705/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9631, Loss: 0.0233
Epoch  50 Batch  706/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9688, Loss: 0.0324
Epoch  50 Batch  707/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0189
Epoch  50 Batch  708/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0143
Epoch  50 Batch  709/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9727, Loss: 0.0234
Epoch  50 Batch  710/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0105
Epoch  50 Batch  711/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  50 Batch  712/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0137
Epoch  50 Batch  713/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  50 Batch  714/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  50 Batch  715/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9471, Loss: 0.0176
Epoch  50 Batch  716/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9471, Loss: 0.0133
Epoch  50 Batch  717/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9467, Loss: 0.0115
Epoch  50 Batch  718/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9513, Loss: 0.0175
Epoch  50 Batch  719/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0201
Epoch  50 Batch  720/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  50 Batch  721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0132
Epoch  50 Batch  722/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  50 Batch  723/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  50 Batch  724/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9556, Loss: 0.0212
Epoch  50 Batch  725/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0155
Epoch  50 Batch  726/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9560, Loss: 0.0126
Epoch  50 Batch  727/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0150
Epoch  50 Batch  728/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9531, Loss: 0.0169
Epoch  50 Batch  729/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0208
Epoch  50 Batch  730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9570, Loss: 0.0259
Epoch  50 Batch  731/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9524, Loss: 0.0158
Epoch  50 Batch  732/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0193
Epoch  50 Batch  733/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0186
Epoch  50 Batch  734/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9677, Loss: 0.0146
Epoch  50 Batch  735/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0122
Epoch  50 Batch  736/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  50 Batch  737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  50 Batch  738/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9556, Loss: 0.0120
Epoch  50 Batch  739/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0147
Epoch  50 Batch  740/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9506, Loss: 0.0159
Epoch  50 Batch  741/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0243
Epoch  50 Batch  742/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9602, Loss: 0.0160
Epoch  50 Batch  743/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0164
Epoch  50 Batch  744/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9606, Loss: 0.0206
Epoch  50 Batch  745/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  50 Batch  746/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9567, Loss: 0.0142
Epoch  50 Batch  747/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0133
Epoch  50 Batch  748/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9613, Loss: 0.0118
Epoch  50 Batch  749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9659, Loss: 0.0109
Epoch  50 Batch  750/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  50 Batch  751/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0149
Epoch  50 Batch  752/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  50 Batch  753/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  50 Batch  754/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0160
Epoch  50 Batch  755/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0210
Epoch  50 Batch  756/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0134
Epoch  50 Batch  757/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0172
Epoch  50 Batch  758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9719, Loss: 0.0102
Epoch  50 Batch  759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9673, Loss: 0.0184
Epoch  50 Batch  760/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9673, Loss: 0.0208
Epoch  50 Batch  761/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9673, Loss: 0.0169
Epoch  50 Batch  762/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0138
Epoch  50 Batch  763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  50 Batch  764/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9592, Loss: 0.0136
Epoch  50 Batch  765/1077 - Train Accuracy: 0.9445, Validation Accuracy: 0.9638, Loss: 0.0196
Epoch  50 Batch  766/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0207
Epoch  50 Batch  767/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0221
Epoch  50 Batch  768/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9727, Loss: 0.0182
Epoch  50 Batch  769/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0192
Epoch  50 Batch  770/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0146
Epoch  50 Batch  771/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9524, Loss: 0.0186
Epoch  50 Batch  772/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9524, Loss: 0.0163
Epoch  50 Batch  773/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0140
Epoch  50 Batch  774/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9517, Loss: 0.0148
Epoch  50 Batch  775/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0180
Epoch  50 Batch  776/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0175
Epoch  50 Batch  777/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0125
Epoch  50 Batch  778/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9705, Loss: 0.0177
Epoch  50 Batch  779/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0147
Epoch  50 Batch  780/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0264
Epoch  50 Batch  781/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9727, Loss: 0.0131
Epoch  50 Batch  782/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0162
Epoch  50 Batch  783/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9727, Loss: 0.0241
Epoch  50 Batch  784/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9727, Loss: 0.0114
Epoch  50 Batch  785/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9723, Loss: 0.0118
Epoch  50 Batch  786/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0153
Epoch  50 Batch  787/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9723, Loss: 0.0155
Epoch  50 Batch  788/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0152
Epoch  50 Batch  789/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9716, Loss: 0.0182
Epoch  50 Batch  790/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0217
Epoch  50 Batch  791/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0175
Epoch  50 Batch  792/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0174
Epoch  50 Batch  793/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  50 Batch  794/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9563, Loss: 0.0141
Epoch  50 Batch  795/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9563, Loss: 0.0201
Epoch  50 Batch  796/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  50 Batch  797/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0199
Epoch  50 Batch  798/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0161
Epoch  50 Batch  799/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9666, Loss: 0.0244
Epoch  50 Batch  800/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9769, Loss: 0.0144
Epoch  50 Batch  801/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9769, Loss: 0.0165
Epoch  50 Batch  802/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0236
Epoch  50 Batch  803/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0169
Epoch  50 Batch  804/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0092
Epoch  50 Batch  805/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9684, Loss: 0.0209
Epoch  50 Batch  806/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9620, Loss: 0.0117
Epoch  50 Batch  807/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9602, Loss: 0.0097
Epoch  50 Batch  808/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9599, Loss: 0.0271
Epoch  50 Batch  809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9599, Loss: 0.0265
Epoch  50 Batch  810/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9545, Loss: 0.0138
Epoch  50 Batch  811/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9592, Loss: 0.0178
Epoch  50 Batch  812/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  50 Batch  813/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  50 Batch  814/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0203
Epoch  50 Batch  815/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9581, Loss: 0.0208
Epoch  50 Batch  816/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9641, Loss: 0.0144
Epoch  50 Batch  817/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0186
Epoch  50 Batch  818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9656, Loss: 0.0228
Epoch  50 Batch  819/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0203
Epoch  50 Batch  820/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0176
Epoch  50 Batch  821/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9673, Loss: 0.0166
Epoch  50 Batch  822/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9723, Loss: 0.0125
Epoch  50 Batch  823/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9773, Loss: 0.0181
Epoch  50 Batch  824/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9773, Loss: 0.0210
Epoch  50 Batch  825/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9727, Loss: 0.0112
Epoch  50 Batch  826/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9656, Loss: 0.0129
Epoch  50 Batch  827/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0170
Epoch  50 Batch  828/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0120
Epoch  50 Batch  829/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0253
Epoch  50 Batch  830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9634, Loss: 0.0200
Epoch  50 Batch  831/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  50 Batch  832/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0132
Epoch  50 Batch  833/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  50 Batch  834/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0201
Epoch  50 Batch  835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9723, Loss: 0.0169
Epoch  50 Batch  836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9719, Loss: 0.0140
Epoch  50 Batch  837/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9719, Loss: 0.0233
Epoch  50 Batch  838/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0172
Epoch  50 Batch  839/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0106
Epoch  50 Batch  840/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9780, Loss: 0.0188
Epoch  50 Batch  841/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9737, Loss: 0.0240
Epoch  50 Batch  842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0112
Epoch  50 Batch  843/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9577, Loss: 0.0141
Epoch  50 Batch  844/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9574, Loss: 0.0152
Epoch  50 Batch  845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0169
Epoch  50 Batch  846/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9670, Loss: 0.0275
Epoch  50 Batch  847/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9780, Loss: 0.0174
Epoch  50 Batch  848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9780, Loss: 0.0164
Epoch  50 Batch  849/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9780, Loss: 0.0116
Epoch  50 Batch  850/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9780, Loss: 0.0270
Epoch  50 Batch  851/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9776, Loss: 0.0277
Epoch  50 Batch  852/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9776, Loss: 0.0203
Epoch  50 Batch  853/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9776, Loss: 0.0173
Epoch  50 Batch  854/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9773, Loss: 0.0153
Epoch  50 Batch  855/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9723, Loss: 0.0180
Epoch  50 Batch  856/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9719, Loss: 0.0155
Epoch  50 Batch  857/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9762, Loss: 0.0134
Epoch  50 Batch  858/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9709, Loss: 0.0110
Epoch  50 Batch  859/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0160
Epoch  50 Batch  860/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0175
Epoch  50 Batch  861/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9723, Loss: 0.0130
Epoch  50 Batch  862/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0179
Epoch  50 Batch  863/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0159
Epoch  50 Batch  864/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9588, Loss: 0.0199
Epoch  50 Batch  865/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9588, Loss: 0.0178
Epoch  50 Batch  866/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0189
Epoch  50 Batch  867/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9645, Loss: 0.0547
Epoch  50 Batch  868/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9645, Loss: 0.0178
Epoch  50 Batch  869/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0135
Epoch  50 Batch  870/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9716, Loss: 0.0164
Epoch  50 Batch  871/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9680, Loss: 0.0169
Epoch  50 Batch  872/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9673, Loss: 0.0167
Epoch  50 Batch  873/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0180
Epoch  50 Batch  874/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9673, Loss: 0.0225
Epoch  50 Batch  875/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9673, Loss: 0.0165
Epoch  50 Batch  876/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9723, Loss: 0.0139
Epoch  50 Batch  877/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9705, Loss: 0.0098
Epoch  50 Batch  878/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0129
Epoch  50 Batch  879/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9705, Loss: 0.0118
Epoch  50 Batch  880/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9705, Loss: 0.0198
Epoch  50 Batch  881/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9705, Loss: 0.0150
Epoch  50 Batch  882/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  50 Batch  883/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9702, Loss: 0.0215
Epoch  50 Batch  884/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9645, Loss: 0.0214
Epoch  50 Batch  885/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9648, Loss: 0.0098
Epoch  50 Batch  886/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9648, Loss: 0.0172
Epoch  50 Batch  887/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9648, Loss: 0.0236
Epoch  50 Batch  888/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9663, Loss: 0.0188
Epoch  50 Batch  889/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9663, Loss: 0.0180
Epoch  50 Batch  890/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9659, Loss: 0.0158
Epoch  50 Batch  891/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0124
Epoch  50 Batch  892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9663, Loss: 0.0155
Epoch  50 Batch  893/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0122
Epoch  50 Batch  894/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0174
Epoch  50 Batch  895/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0140
Epoch  50 Batch  896/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9606, Loss: 0.0168
Epoch  50 Batch  897/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9606, Loss: 0.0147
Epoch  50 Batch  898/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9670, Loss: 0.0199
Epoch  50 Batch  899/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0202
Epoch  50 Batch  900/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9670, Loss: 0.0204
Epoch  50 Batch  901/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9723, Loss: 0.0259
Epoch  50 Batch  902/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9723, Loss: 0.0216
Epoch  50 Batch  903/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9719, Loss: 0.0153
Epoch  50 Batch  904/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9723, Loss: 0.0164
Epoch  50 Batch  905/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9702, Loss: 0.0141
Epoch  50 Batch  906/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0110
Epoch  50 Batch  907/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9702, Loss: 0.0172
Epoch  50 Batch  908/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9702, Loss: 0.0144
Epoch  50 Batch  909/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9705, Loss: 0.0229
Epoch  50 Batch  910/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9705, Loss: 0.0210
Epoch  50 Batch  911/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0229
Epoch  50 Batch  912/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9748, Loss: 0.0175
Epoch  50 Batch  913/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9748, Loss: 0.0173
Epoch  50 Batch  914/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0511
Epoch  50 Batch  915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9727, Loss: 0.0143
Epoch  50 Batch  916/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0160
Epoch  50 Batch  917/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0181
Epoch  50 Batch  918/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0156
Epoch  50 Batch  919/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9677, Loss: 0.0128
Epoch  50 Batch  920/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0141
Epoch  50 Batch  921/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0159
Epoch  50 Batch  922/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9648, Loss: 0.0182
Epoch  50 Batch  923/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9648, Loss: 0.0116
Epoch  50 Batch  924/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9645, Loss: 0.0210
Epoch  50 Batch  925/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9631, Loss: 0.0131
Epoch  50 Batch  926/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  50 Batch  927/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0248
Epoch  50 Batch  928/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0160
Epoch  50 Batch  929/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0144
Epoch  50 Batch  930/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0106
Epoch  50 Batch  931/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0152
Epoch  50 Batch  932/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9684, Loss: 0.0159
Epoch  50 Batch  933/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9684, Loss: 0.0174
Epoch  50 Batch  934/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9634, Loss: 0.0148
Epoch  50 Batch  935/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0137
Epoch  50 Batch  936/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0205
Epoch  50 Batch  937/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9641, Loss: 0.0239
Epoch  50 Batch  938/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0238
Epoch  50 Batch  939/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0183
Epoch  50 Batch  940/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0155
Epoch  50 Batch  941/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  50 Batch  942/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9659, Loss: 0.0197
Epoch  50 Batch  943/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  50 Batch  944/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9634, Loss: 0.0159
Epoch  50 Batch  945/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  50 Batch  946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0146
Epoch  50 Batch  947/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  50 Batch  948/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  50 Batch  949/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9631, Loss: 0.0159
Epoch  50 Batch  950/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0122
Epoch  50 Batch  951/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9631, Loss: 0.0192
Epoch  50 Batch  952/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0101
Epoch  50 Batch  953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0141
Epoch  50 Batch  954/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0222
Epoch  50 Batch  955/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0215
Epoch  50 Batch  956/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9666, Loss: 0.0173
Epoch  50 Batch  957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9666, Loss: 0.0141
Epoch  50 Batch  958/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9666, Loss: 0.0147
Epoch  50 Batch  959/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0194
Epoch  50 Batch  960/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9634, Loss: 0.0170
Epoch  50 Batch  961/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0116
Epoch  50 Batch  962/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0242
Epoch  50 Batch  963/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9634, Loss: 0.0283
Epoch  50 Batch  964/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9677, Loss: 0.0161
Epoch  50 Batch  965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9634, Loss: 0.0291
Epoch  50 Batch  966/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9631, Loss: 0.0152
Epoch  50 Batch  967/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0222
Epoch  50 Batch  968/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0227
Epoch  50 Batch  969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9588, Loss: 0.0303
Epoch  50 Batch  970/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0146
Epoch  50 Batch  971/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9588, Loss: 0.0257
Epoch  50 Batch  972/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0192
Epoch  50 Batch  973/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  50 Batch  974/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0139
Epoch  50 Batch  975/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9613, Loss: 0.0154
Epoch  50 Batch  976/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0121
Epoch  50 Batch  977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0082
Epoch  50 Batch  978/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0188
Epoch  50 Batch  979/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  50 Batch  980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0177
Epoch  50 Batch  981/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9567, Loss: 0.0248
Epoch  50 Batch  982/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0175
Epoch  50 Batch  983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9705, Loss: 0.0164
Epoch  50 Batch  984/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9705, Loss: 0.0196
Epoch  50 Batch  985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9684, Loss: 0.0119
Epoch  50 Batch  986/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  50 Batch  987/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9673, Loss: 0.0115
Epoch  50 Batch  988/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0168
Epoch  50 Batch  989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9609, Loss: 0.0176
Epoch  50 Batch  990/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9521, Loss: 0.0177
Epoch  50 Batch  991/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9485, Loss: 0.0128
Epoch  50 Batch  992/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0188
Epoch  50 Batch  993/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9538, Loss: 0.0137
Epoch  50 Batch  994/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9492, Loss: 0.0139
Epoch  50 Batch  995/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9489, Loss: 0.0138
Epoch  50 Batch  996/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9489, Loss: 0.0181
Epoch  50 Batch  997/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9489, Loss: 0.0164
Epoch  50 Batch  998/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0154
Epoch  50 Batch  999/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9531, Loss: 0.0208
Epoch  50 Batch 1000/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9531, Loss: 0.0158
Epoch  50 Batch 1001/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9531, Loss: 0.0115
Epoch  50 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9478, Loss: 0.0092
Epoch  50 Batch 1003/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9542, Loss: 0.0159
Epoch  50 Batch 1004/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  50 Batch 1005/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0180
Epoch  50 Batch 1006/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9435, Loss: 0.0148
Epoch  50 Batch 1007/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9435, Loss: 0.0104
Epoch  50 Batch 1008/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9442, Loss: 0.0177
Epoch  50 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9446, Loss: 0.0114
Epoch  50 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9542, Loss: 0.0129
Epoch  50 Batch 1011/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0167
Epoch  50 Batch 1012/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9609, Loss: 0.0125
Epoch  50 Batch 1013/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9659, Loss: 0.0144
Epoch  50 Batch 1014/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9656, Loss: 0.0152
Epoch  50 Batch 1015/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0178
Epoch  50 Batch 1016/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9702, Loss: 0.0162
Epoch  50 Batch 1017/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9652, Loss: 0.0134
Epoch  50 Batch 1018/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9684, Loss: 0.0217
Epoch  50 Batch 1019/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9680, Loss: 0.0263
Epoch  50 Batch 1020/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  50 Batch 1021/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0116
Epoch  50 Batch 1022/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9485, Loss: 0.0154
Epoch  50 Batch 1023/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9528, Loss: 0.0175
Epoch  50 Batch 1024/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9677, Loss: 0.0216
Epoch  50 Batch 1025/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9762, Loss: 0.0158
Epoch  50 Batch 1026/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9815, Loss: 0.0232
Epoch  50 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9716, Loss: 0.0131
Epoch  50 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0163
Epoch  50 Batch 1029/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0170
Epoch  50 Batch 1030/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9652, Loss: 0.0163
Epoch  50 Batch 1031/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9659, Loss: 0.0221
Epoch  50 Batch 1032/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9656, Loss: 0.0212
Epoch  50 Batch 1033/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  50 Batch 1034/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  50 Batch 1035/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9659, Loss: 0.0120
Epoch  50 Batch 1036/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0174
Epoch  50 Batch 1037/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9748, Loss: 0.0170
Epoch  50 Batch 1038/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9748, Loss: 0.0246
Epoch  50 Batch 1039/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9751, Loss: 0.0140
Epoch  50 Batch 1040/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9688, Loss: 0.0206
Epoch  50 Batch 1041/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9688, Loss: 0.0285
Epoch  50 Batch 1042/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0142
Epoch  50 Batch 1043/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0258
Epoch  50 Batch 1044/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0176
Epoch  50 Batch 1045/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  50 Batch 1046/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0102
Epoch  50 Batch 1047/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0120
Epoch  50 Batch 1048/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9595, Loss: 0.0213
Epoch  50 Batch 1049/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0172
Epoch  50 Batch 1050/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0096
Epoch  50 Batch 1051/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9613, Loss: 0.0219
Epoch  50 Batch 1052/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0154
Epoch  50 Batch 1053/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9705, Loss: 0.0194
Epoch  50 Batch 1054/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9656, Loss: 0.0148
Epoch  50 Batch 1055/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9656, Loss: 0.0181
Epoch  50 Batch 1056/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0113
Epoch  50 Batch 1057/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9624, Loss: 0.0161
Epoch  50 Batch 1058/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0172
Epoch  50 Batch 1059/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9620, Loss: 0.0212
Epoch  50 Batch 1060/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  50 Batch 1061/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0232
Epoch  50 Batch 1062/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9609, Loss: 0.0195
Epoch  50 Batch 1063/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9609, Loss: 0.0214
Epoch  50 Batch 1064/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0180
Epoch  50 Batch 1065/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9638, Loss: 0.0146
Epoch  50 Batch 1066/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9489, Loss: 0.0129
Epoch  50 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9489, Loss: 0.0159
Epoch  50 Batch 1068/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9656, Loss: 0.0109
Epoch  50 Batch 1069/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0118
Epoch  50 Batch 1070/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0158
Epoch  50 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9663, Loss: 0.0175
Epoch  50 Batch 1072/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9709, Loss: 0.0146
Epoch  50 Batch 1073/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0184
Epoch  50 Batch 1074/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9666, Loss: 0.0193
Epoch  50 Batch 1075/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9663, Loss: 0.0187
Epoch  51 Batch    1/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0142
Epoch  51 Batch    2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9680, Loss: 0.0193
Epoch  51 Batch    3/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9680, Loss: 0.0268
Epoch  51 Batch    4/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  51 Batch    5/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9688, Loss: 0.0218
Epoch  51 Batch    6/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9688, Loss: 0.0131
Epoch  51 Batch    7/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9688, Loss: 0.0146
Epoch  51 Batch    8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0174
Epoch  51 Batch    9/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9688, Loss: 0.0165
Epoch  51 Batch   10/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9684, Loss: 0.0185
Epoch  51 Batch   11/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9684, Loss: 0.0221
Epoch  51 Batch   12/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9684, Loss: 0.0143
Epoch  51 Batch   13/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9680, Loss: 0.0261
Epoch  51 Batch   14/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9734, Loss: 0.0145
Epoch  51 Batch   15/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9688, Loss: 0.0123
Epoch  51 Batch   16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9709, Loss: 0.0173
Epoch  51 Batch   17/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9709, Loss: 0.0140
Epoch  51 Batch   18/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0139
Epoch  51 Batch   19/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9705, Loss: 0.0160
Epoch  51 Batch   20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9709, Loss: 0.0123
Epoch  51 Batch   21/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9727, Loss: 0.0180
Epoch  51 Batch   22/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9574, Loss: 0.0148
Epoch  51 Batch   23/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0155
Epoch  51 Batch   24/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9521, Loss: 0.0210
Epoch  51 Batch   25/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9474, Loss: 0.0106
Epoch  51 Batch   26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9624, Loss: 0.0244
Epoch  51 Batch   27/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  51 Batch   28/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0159
Epoch  51 Batch   29/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0178
Epoch  51 Batch   30/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0126
Epoch  51 Batch   31/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9595, Loss: 0.0140
Epoch  51 Batch   32/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9645, Loss: 0.0145
Epoch  51 Batch   33/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9627, Loss: 0.0137
Epoch  51 Batch   34/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0215
Epoch  51 Batch   35/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  51 Batch   36/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  51 Batch   37/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0174
Epoch  51 Batch   38/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0232
Epoch  51 Batch   39/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9585, Loss: 0.0227
Epoch  51 Batch   40/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9496, Loss: 0.0122
Epoch  51 Batch   41/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9496, Loss: 0.0135
Epoch  51 Batch   42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0230
Epoch  51 Batch   43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9592, Loss: 0.0088
Epoch  51 Batch   44/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0113
Epoch  51 Batch   45/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0165
Epoch  51 Batch   46/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  51 Batch   47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0173
Epoch  51 Batch   48/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0197
Epoch  51 Batch   49/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0265
Epoch  51 Batch   50/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  51 Batch   51/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0203
Epoch  51 Batch   52/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  51 Batch   53/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9631, Loss: 0.0178
Epoch  51 Batch   54/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9627, Loss: 0.0326
Epoch  51 Batch   55/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9627, Loss: 0.0126
Epoch  51 Batch   56/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9585, Loss: 0.0148
Epoch  51 Batch   57/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9595, Loss: 0.0211
Epoch  51 Batch   58/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9616, Loss: 0.0159
Epoch  51 Batch   59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9613, Loss: 0.0194
Epoch  51 Batch   60/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0095
Epoch  51 Batch   61/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9506, Loss: 0.0126
Epoch  51 Batch   62/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9457, Loss: 0.0207
Epoch  51 Batch   63/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9460, Loss: 0.0150
Epoch  51 Batch   64/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9510, Loss: 0.0200
Epoch  51 Batch   65/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  51 Batch   66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9670, Loss: 0.0086
Epoch  51 Batch   67/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9645, Loss: 0.0172
Epoch  51 Batch   68/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9602, Loss: 0.0238
Epoch  51 Batch   69/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9545, Loss: 0.0235
Epoch  51 Batch   70/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0215
Epoch  51 Batch   71/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9506, Loss: 0.0114
Epoch  51 Batch   72/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0180
Epoch  51 Batch   73/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0151
Epoch  51 Batch   74/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9542, Loss: 0.0185
Epoch  51 Batch   75/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9641, Loss: 0.0268
Epoch  51 Batch   76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  51 Batch   77/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0156
Epoch  51 Batch   78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9528, Loss: 0.0187
Epoch  51 Batch   79/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9474, Loss: 0.0122
Epoch  51 Batch   80/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9485, Loss: 0.0181
Epoch  51 Batch   81/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9485, Loss: 0.0149
Epoch  51 Batch   82/1077 - Train Accuracy: 0.9705, Validation Accuracy: 0.9496, Loss: 0.0172
Epoch  51 Batch   83/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9634, Loss: 0.0120
Epoch  51 Batch   84/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0133
Epoch  51 Batch   85/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9592, Loss: 0.0182
Epoch  51 Batch   86/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0178
Epoch  51 Batch   87/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0234
Epoch  51 Batch   88/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9538, Loss: 0.0207
Epoch  51 Batch   89/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0150
Epoch  51 Batch   90/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9521, Loss: 0.0145
Epoch  51 Batch   91/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9585, Loss: 0.0153
Epoch  51 Batch   92/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0189
Epoch  51 Batch   93/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0155
Epoch  51 Batch   94/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  51 Batch   95/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0155
Epoch  51 Batch   96/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0218
Epoch  51 Batch   97/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9570, Loss: 0.0218
Epoch  51 Batch   98/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9570, Loss: 0.0215
Epoch  51 Batch   99/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  51 Batch  100/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  51 Batch  101/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9542, Loss: 0.0158
Epoch  51 Batch  102/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9542, Loss: 0.0120
Epoch  51 Batch  103/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9563, Loss: 0.0217
Epoch  51 Batch  104/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9563, Loss: 0.0192
Epoch  51 Batch  105/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0150
Epoch  51 Batch  106/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9560, Loss: 0.0153
Epoch  51 Batch  107/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9560, Loss: 0.0190
Epoch  51 Batch  108/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0232
Epoch  51 Batch  109/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0173
Epoch  51 Batch  110/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0131
Epoch  51 Batch  111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0148
Epoch  51 Batch  112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0155
Epoch  51 Batch  113/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9663, Loss: 0.0226
Epoch  51 Batch  114/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9663, Loss: 0.0143
Epoch  51 Batch  115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0156
Epoch  51 Batch  116/1077 - Train Accuracy: 0.9379, Validation Accuracy: 0.9606, Loss: 0.0221
Epoch  51 Batch  117/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0150
Epoch  51 Batch  118/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9585, Loss: 0.0137
Epoch  51 Batch  119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9652, Loss: 0.0104
Epoch  51 Batch  120/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9702, Loss: 0.0230
Epoch  51 Batch  121/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9755, Loss: 0.0184
Epoch  51 Batch  122/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0174
Epoch  51 Batch  123/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0132
Epoch  51 Batch  124/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0226
Epoch  51 Batch  125/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9634, Loss: 0.0239
Epoch  51 Batch  126/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9624, Loss: 0.0165
Epoch  51 Batch  127/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9570, Loss: 0.0160
Epoch  51 Batch  128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9624, Loss: 0.0178
Epoch  51 Batch  129/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0184
Epoch  51 Batch  130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  51 Batch  131/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  51 Batch  132/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0162
Epoch  51 Batch  133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9524, Loss: 0.0124
Epoch  51 Batch  134/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9528, Loss: 0.0132
Epoch  51 Batch  135/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0168
Epoch  51 Batch  136/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9535, Loss: 0.0114
Epoch  51 Batch  137/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9563, Loss: 0.0176
Epoch  51 Batch  138/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0151
Epoch  51 Batch  139/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9606, Loss: 0.0154
Epoch  51 Batch  140/1077 - Train Accuracy: 0.9963, Validation Accuracy: 0.9606, Loss: 0.0125
Epoch  51 Batch  141/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9556, Loss: 0.0159
Epoch  51 Batch  142/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9645, Loss: 0.0168
Epoch  51 Batch  143/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9645, Loss: 0.0145
Epoch  51 Batch  144/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0190
Epoch  51 Batch  145/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9698, Loss: 0.0113
Epoch  51 Batch  146/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9698, Loss: 0.0571
Epoch  51 Batch  147/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9691, Loss: 0.0156
Epoch  51 Batch  148/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9691, Loss: 0.0199
Epoch  51 Batch  149/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9691, Loss: 0.0129
Epoch  51 Batch  150/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9688, Loss: 0.0160
Epoch  51 Batch  151/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9734, Loss: 0.0109
Epoch  51 Batch  152/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0191
Epoch  51 Batch  153/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9517, Loss: 0.0269
Epoch  51 Batch  154/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  51 Batch  155/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9474, Loss: 0.0140
Epoch  51 Batch  156/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9471, Loss: 0.0130
Epoch  51 Batch  157/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9560, Loss: 0.0124
Epoch  51 Batch  158/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0143
Epoch  51 Batch  159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9496, Loss: 0.0138
Epoch  51 Batch  160/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9560, Loss: 0.0124
Epoch  51 Batch  161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0113
Epoch  51 Batch  162/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0112
Epoch  51 Batch  163/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9563, Loss: 0.0244
Epoch  51 Batch  164/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0139
Epoch  51 Batch  165/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0199
Epoch  51 Batch  166/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0161
Epoch  51 Batch  167/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0125
Epoch  51 Batch  168/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9656, Loss: 0.0266
Epoch  51 Batch  169/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9719, Loss: 0.0165
Epoch  51 Batch  170/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9719, Loss: 0.0213
Epoch  51 Batch  171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9719, Loss: 0.0139
Epoch  51 Batch  172/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9719, Loss: 0.0123
Epoch  51 Batch  173/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9719, Loss: 0.0177
Epoch  51 Batch  174/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9741, Loss: 0.0091
Epoch  51 Batch  175/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9737, Loss: 0.0266
Epoch  51 Batch  176/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9741, Loss: 0.0181
Epoch  51 Batch  177/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9698, Loss: 0.0159
Epoch  51 Batch  178/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9673, Loss: 0.0158
Epoch  51 Batch  179/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9595, Loss: 0.0196
Epoch  51 Batch  180/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  51 Batch  181/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0195
Epoch  51 Batch  182/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9585, Loss: 0.0226
Epoch  51 Batch  183/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0152
Epoch  51 Batch  184/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  51 Batch  185/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9627, Loss: 0.0202
Epoch  51 Batch  186/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0180
Epoch  51 Batch  187/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0141
Epoch  51 Batch  188/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0180
Epoch  51 Batch  189/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9609, Loss: 0.0115
Epoch  51 Batch  190/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  51 Batch  191/1077 - Train Accuracy: 0.9499, Validation Accuracy: 0.9609, Loss: 0.0158
Epoch  51 Batch  192/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0164
Epoch  51 Batch  193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  51 Batch  194/1077 - Train Accuracy: 0.9989, Validation Accuracy: 0.9521, Loss: 0.0114
Epoch  51 Batch  195/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0180
Epoch  51 Batch  196/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9467, Loss: 0.0130
Epoch  51 Batch  197/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9624, Loss: 0.0184
Epoch  51 Batch  198/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9627, Loss: 0.0179
Epoch  51 Batch  199/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  51 Batch  200/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9627, Loss: 0.0174
Epoch  51 Batch  201/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0160
Epoch  51 Batch  202/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0197
Epoch  51 Batch  203/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0202
Epoch  51 Batch  204/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9549, Loss: 0.0337
Epoch  51 Batch  205/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9602, Loss: 0.0276
Epoch  51 Batch  206/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9652, Loss: 0.0120
Epoch  51 Batch  207/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  51 Batch  208/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9698, Loss: 0.0136
Epoch  51 Batch  209/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0129
Epoch  51 Batch  210/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9680, Loss: 0.0147
Epoch  51 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0118
Epoch  51 Batch  212/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  51 Batch  213/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0116
Epoch  51 Batch  214/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0132
Epoch  51 Batch  215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0173
Epoch  51 Batch  216/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  51 Batch  217/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9631, Loss: 0.0106
Epoch  51 Batch  218/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  51 Batch  219/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0130
Epoch  51 Batch  220/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9680, Loss: 0.0164
Epoch  51 Batch  221/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9656, Loss: 0.0133
Epoch  51 Batch  222/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0179
Epoch  51 Batch  223/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9563, Loss: 0.0174
Epoch  51 Batch  224/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  51 Batch  225/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9616, Loss: 0.0264
Epoch  51 Batch  226/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9553, Loss: 0.0148
Epoch  51 Batch  227/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0226
Epoch  51 Batch  228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0119
Epoch  51 Batch  229/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9545, Loss: 0.0135
Epoch  51 Batch  230/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9542, Loss: 0.0140
Epoch  51 Batch  231/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0184
Epoch  51 Batch  232/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9592, Loss: 0.0138
Epoch  51 Batch  233/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0196
Epoch  51 Batch  234/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9538, Loss: 0.0172
Epoch  51 Batch  235/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9602, Loss: 0.0176
Epoch  51 Batch  236/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  51 Batch  237/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9652, Loss: 0.0171
Epoch  51 Batch  238/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0167
Epoch  51 Batch  239/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9652, Loss: 0.0122
Epoch  51 Batch  240/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0115
Epoch  51 Batch  241/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0116
Epoch  51 Batch  242/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9702, Loss: 0.0114
Epoch  51 Batch  243/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9698, Loss: 0.0203
Epoch  51 Batch  244/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9702, Loss: 0.0157
Epoch  51 Batch  245/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9616, Loss: 0.0148
Epoch  51 Batch  246/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9613, Loss: 0.0159
Epoch  51 Batch  247/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  51 Batch  248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9560, Loss: 0.0164
Epoch  51 Batch  249/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0161
Epoch  51 Batch  250/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9684, Loss: 0.0198
Epoch  51 Batch  251/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9727, Loss: 0.0196
Epoch  51 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9727, Loss: 0.0245
Epoch  51 Batch  253/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9751, Loss: 0.0178
Epoch  51 Batch  254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9751, Loss: 0.0195
Epoch  51 Batch  255/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9698, Loss: 0.0195
Epoch  51 Batch  256/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9748, Loss: 0.0345
Epoch  51 Batch  257/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0194
Epoch  51 Batch  258/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0138
Epoch  51 Batch  259/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9702, Loss: 0.0155
Epoch  51 Batch  260/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9702, Loss: 0.0109
Epoch  51 Batch  261/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0181
Epoch  51 Batch  262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0161
Epoch  51 Batch  263/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0136
Epoch  51 Batch  264/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0126
Epoch  51 Batch  265/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0123
Epoch  51 Batch  266/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0183
Epoch  51 Batch  267/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9634, Loss: 0.0098
Epoch  51 Batch  268/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  51 Batch  269/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9638, Loss: 0.0191
Epoch  51 Batch  270/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9592, Loss: 0.0217
Epoch  51 Batch  271/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0135
Epoch  51 Batch  272/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9574, Loss: 0.0445
Epoch  51 Batch  273/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9574, Loss: 0.0103
Epoch  51 Batch  274/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9574, Loss: 0.0221
Epoch  51 Batch  275/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9574, Loss: 0.0125
Epoch  51 Batch  276/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0248
Epoch  51 Batch  277/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0145
Epoch  51 Batch  278/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0195
Epoch  51 Batch  279/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9517, Loss: 0.0190
Epoch  51 Batch  280/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  51 Batch  281/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0150
Epoch  51 Batch  282/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9510, Loss: 0.0189
Epoch  51 Batch  283/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9450, Loss: 0.0159
Epoch  51 Batch  284/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  51 Batch  285/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9542, Loss: 0.0185
Epoch  51 Batch  286/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9542, Loss: 0.0188
Epoch  51 Batch  287/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9538, Loss: 0.0246
Epoch  51 Batch  288/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9542, Loss: 0.0250
Epoch  51 Batch  289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0133
Epoch  51 Batch  290/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0325
Epoch  51 Batch  291/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9517, Loss: 0.0289
Epoch  51 Batch  292/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  51 Batch  293/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0110
Epoch  51 Batch  294/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9549, Loss: 0.0164
Epoch  51 Batch  295/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9553, Loss: 0.0175
Epoch  51 Batch  296/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9553, Loss: 0.0159
Epoch  51 Batch  297/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0187
Epoch  51 Batch  298/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9592, Loss: 0.0201
Epoch  51 Batch  299/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0203
Epoch  51 Batch  300/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0133
Epoch  51 Batch  301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0160
Epoch  51 Batch  302/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0180
Epoch  51 Batch  303/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  51 Batch  304/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0187
Epoch  51 Batch  305/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0139
Epoch  51 Batch  306/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0265
Epoch  51 Batch  307/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  51 Batch  308/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9602, Loss: 0.0194
Epoch  51 Batch  309/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9581, Loss: 0.0158
Epoch  51 Batch  310/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0151
Epoch  51 Batch  311/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9581, Loss: 0.0139
Epoch  51 Batch  312/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0217
Epoch  51 Batch  313/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9517, Loss: 0.0127
Epoch  51 Batch  314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0254
Epoch  51 Batch  315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0166
Epoch  51 Batch  316/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9560, Loss: 0.0176
Epoch  51 Batch  317/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9563, Loss: 0.0147
Epoch  51 Batch  318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9545, Loss: 0.0122
Epoch  51 Batch  319/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0232
Epoch  51 Batch  320/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9478, Loss: 0.0252
Epoch  51 Batch  321/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0152
Epoch  51 Batch  322/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9482, Loss: 0.0146
Epoch  51 Batch  323/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9496, Loss: 0.0192
Epoch  51 Batch  324/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9563, Loss: 0.0174
Epoch  51 Batch  325/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  51 Batch  326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0112
Epoch  51 Batch  327/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0222
Epoch  51 Batch  328/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  51 Batch  329/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0161
Epoch  51 Batch  330/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0153
Epoch  51 Batch  331/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9616, Loss: 0.0169
Epoch  51 Batch  332/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9613, Loss: 0.0172
Epoch  51 Batch  333/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9613, Loss: 0.0168
Epoch  51 Batch  334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9595, Loss: 0.0136
Epoch  51 Batch  335/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9592, Loss: 0.0209
Epoch  51 Batch  336/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0499
Epoch  51 Batch  337/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0166
Epoch  51 Batch  338/1077 - Train Accuracy: 0.9391, Validation Accuracy: 0.9567, Loss: 0.0283
Epoch  51 Batch  339/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0096
Epoch  51 Batch  340/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9567, Loss: 0.0189
Epoch  51 Batch  341/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9524, Loss: 0.0222
Epoch  51 Batch  342/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9524, Loss: 0.0110
Epoch  51 Batch  343/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9570, Loss: 0.0251
Epoch  51 Batch  344/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  51 Batch  345/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9620, Loss: 0.0111
Epoch  51 Batch  346/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9616, Loss: 0.0152
Epoch  51 Batch  347/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9510, Loss: 0.0115
Epoch  51 Batch  348/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9510, Loss: 0.0115
Epoch  51 Batch  349/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9510, Loss: 0.0140
Epoch  51 Batch  350/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9506, Loss: 0.0144
Epoch  51 Batch  351/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9506, Loss: 0.0159
Epoch  51 Batch  352/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9460, Loss: 0.0106
Epoch  51 Batch  353/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9460, Loss: 0.0196
Epoch  51 Batch  354/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9460, Loss: 0.0157
Epoch  51 Batch  355/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9460, Loss: 0.0168
Epoch  51 Batch  356/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9457, Loss: 0.0147
Epoch  51 Batch  357/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9513, Loss: 0.0170
Epoch  51 Batch  358/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9489, Loss: 0.0183
Epoch  51 Batch  359/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9492, Loss: 0.0168
Epoch  51 Batch  360/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0124
Epoch  51 Batch  361/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9563, Loss: 0.0107
Epoch  51 Batch  362/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  51 Batch  363/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  51 Batch  364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9563, Loss: 0.0198
Epoch  51 Batch  365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0109
Epoch  51 Batch  366/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9521, Loss: 0.0124
Epoch  51 Batch  367/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9517, Loss: 0.0102
Epoch  51 Batch  368/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0170
Epoch  51 Batch  369/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  51 Batch  370/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9585, Loss: 0.0156
Epoch  51 Batch  371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9631, Loss: 0.0132
Epoch  51 Batch  372/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9577, Loss: 0.0127
Epoch  51 Batch  373/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9574, Loss: 0.0120
Epoch  51 Batch  374/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  51 Batch  375/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  51 Batch  376/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9542, Loss: 0.0214
Epoch  51 Batch  377/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9620, Loss: 0.0145
Epoch  51 Batch  378/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0123
Epoch  51 Batch  379/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9570, Loss: 0.0227
Epoch  51 Batch  380/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9570, Loss: 0.0117
Epoch  51 Batch  381/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  51 Batch  382/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0247
Epoch  51 Batch  383/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9425, Loss: 0.0195
Epoch  51 Batch  384/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9425, Loss: 0.0130
Epoch  51 Batch  385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9425, Loss: 0.0128
Epoch  51 Batch  386/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9471, Loss: 0.0124
Epoch  51 Batch  387/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0152
Epoch  51 Batch  388/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9460, Loss: 0.0277
Epoch  51 Batch  389/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0182
Epoch  51 Batch  390/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9560, Loss: 0.0238
Epoch  51 Batch  391/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9538, Loss: 0.0141
Epoch  51 Batch  392/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9492, Loss: 0.0247
Epoch  51 Batch  393/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0172
Epoch  51 Batch  394/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9489, Loss: 0.0169
Epoch  51 Batch  395/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9535, Loss: 0.0128
Epoch  51 Batch  396/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0185
Epoch  51 Batch  397/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9528, Loss: 0.0178
Epoch  51 Batch  398/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9528, Loss: 0.0146
Epoch  51 Batch  399/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9549, Loss: 0.0186
Epoch  51 Batch  400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0124
Epoch  51 Batch  401/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9549, Loss: 0.0130
Epoch  51 Batch  402/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  51 Batch  403/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9549, Loss: 0.0314
Epoch  51 Batch  404/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9556, Loss: 0.0194
Epoch  51 Batch  405/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9602, Loss: 0.0210
Epoch  51 Batch  406/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  51 Batch  407/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0152
Epoch  51 Batch  408/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0196
Epoch  51 Batch  409/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0194
Epoch  51 Batch  410/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9613, Loss: 0.0287
Epoch  51 Batch  411/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0158
Epoch  51 Batch  412/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9613, Loss: 0.0161
Epoch  51 Batch  413/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0127
Epoch  51 Batch  414/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  51 Batch  415/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9606, Loss: 0.0256
Epoch  51 Batch  416/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  51 Batch  417/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0285
Epoch  51 Batch  418/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9656, Loss: 0.0164
Epoch  51 Batch  419/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0156
Epoch  51 Batch  420/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0115
Epoch  51 Batch  421/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9535, Loss: 0.0244
Epoch  51 Batch  422/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9442, Loss: 0.0122
Epoch  51 Batch  423/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9450, Loss: 0.0192
Epoch  51 Batch  424/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  51 Batch  425/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9542, Loss: 0.0094
Epoch  51 Batch  426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0205
Epoch  51 Batch  427/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9542, Loss: 0.0179
Epoch  51 Batch  428/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9656, Loss: 0.0168
Epoch  51 Batch  429/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0102
Epoch  51 Batch  430/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9581, Loss: 0.0137
Epoch  51 Batch  431/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9631, Loss: 0.0151
Epoch  51 Batch  432/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  51 Batch  433/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0240
Epoch  51 Batch  434/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0116
Epoch  51 Batch  435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  51 Batch  436/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9499, Loss: 0.0134
Epoch  51 Batch  437/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0139
Epoch  51 Batch  438/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9521, Loss: 0.0118
Epoch  51 Batch  439/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9517, Loss: 0.0157
Epoch  51 Batch  440/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9517, Loss: 0.0171
Epoch  51 Batch  441/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9545, Loss: 0.0150
Epoch  51 Batch  442/1077 - Train Accuracy: 0.9442, Validation Accuracy: 0.9549, Loss: 0.0213
Epoch  51 Batch  443/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  51 Batch  444/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9631, Loss: 0.0164
Epoch  51 Batch  445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9634, Loss: 0.0153
Epoch  51 Batch  446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0123
Epoch  51 Batch  447/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0134
Epoch  51 Batch  448/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9499, Loss: 0.0170
Epoch  51 Batch  449/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9499, Loss: 0.0241
Epoch  51 Batch  450/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9499, Loss: 0.0219
Epoch  51 Batch  451/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9492, Loss: 0.0145
Epoch  51 Batch  452/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9489, Loss: 0.0138
Epoch  51 Batch  453/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9492, Loss: 0.0222
Epoch  51 Batch  454/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0300
Epoch  51 Batch  455/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0194
Epoch  51 Batch  456/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9471, Loss: 0.0196
Epoch  51 Batch  457/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9577, Loss: 0.0165
Epoch  51 Batch  458/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0222
Epoch  51 Batch  459/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9560, Loss: 0.0173
Epoch  51 Batch  460/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0196
Epoch  51 Batch  461/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0193
Epoch  51 Batch  462/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9545, Loss: 0.0204
Epoch  51 Batch  463/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9545, Loss: 0.0174
Epoch  51 Batch  464/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9545, Loss: 0.0188
Epoch  51 Batch  465/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9492, Loss: 0.0221
Epoch  51 Batch  466/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9460, Loss: 0.0130
Epoch  51 Batch  467/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9439, Loss: 0.0155
Epoch  51 Batch  468/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9482, Loss: 0.0140
Epoch  51 Batch  469/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0095
Epoch  51 Batch  470/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9613, Loss: 0.0167
Epoch  51 Batch  471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0111
Epoch  51 Batch  472/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0149
Epoch  51 Batch  473/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9616, Loss: 0.0138
Epoch  51 Batch  474/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  51 Batch  475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0154
Epoch  51 Batch  476/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9663, Loss: 0.0117
Epoch  51 Batch  477/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0181
Epoch  51 Batch  478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9545, Loss: 0.0192
Epoch  51 Batch  479/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0188
Epoch  51 Batch  480/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9595, Loss: 0.0130
Epoch  51 Batch  481/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9595, Loss: 0.0157
Epoch  51 Batch  482/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9542, Loss: 0.0190
Epoch  51 Batch  483/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9588, Loss: 0.0170
Epoch  51 Batch  484/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9659, Loss: 0.0184
Epoch  51 Batch  485/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9616, Loss: 0.0150
Epoch  51 Batch  486/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9616, Loss: 0.0137
Epoch  51 Batch  487/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  51 Batch  488/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  51 Batch  489/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0137
Epoch  51 Batch  490/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0171
Epoch  51 Batch  491/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9521, Loss: 0.0224
Epoch  51 Batch  492/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0231
Epoch  51 Batch  493/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9535, Loss: 0.0129
Epoch  51 Batch  494/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9482, Loss: 0.0141
Epoch  51 Batch  495/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9538, Loss: 0.0184
Epoch  51 Batch  496/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0186
Epoch  51 Batch  497/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  51 Batch  498/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0212
Epoch  51 Batch  499/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  51 Batch  500/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0146
Epoch  51 Batch  501/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9585, Loss: 0.0129
Epoch  51 Batch  502/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0208
Epoch  51 Batch  503/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9574, Loss: 0.0118
Epoch  51 Batch  504/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0151
Epoch  51 Batch  505/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0124
Epoch  51 Batch  506/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0241
Epoch  51 Batch  507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9538, Loss: 0.0202
Epoch  51 Batch  508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9538, Loss: 0.0124
Epoch  51 Batch  509/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9538, Loss: 0.0208
Epoch  51 Batch  510/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9478, Loss: 0.0135
Epoch  51 Batch  511/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9450, Loss: 0.0169
Epoch  51 Batch  512/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9450, Loss: 0.0143
Epoch  51 Batch  513/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9503, Loss: 0.0220
Epoch  51 Batch  514/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0181
Epoch  51 Batch  515/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  51 Batch  516/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9624, Loss: 0.0135
Epoch  51 Batch  517/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9574, Loss: 0.0178
Epoch  51 Batch  518/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0165
Epoch  51 Batch  519/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9577, Loss: 0.0197
Epoch  51 Batch  520/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0111
Epoch  51 Batch  521/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9513, Loss: 0.0187
Epoch  51 Batch  522/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9517, Loss: 0.0244
Epoch  51 Batch  523/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0164
Epoch  51 Batch  524/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  51 Batch  525/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0188
Epoch  51 Batch  526/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0134
Epoch  51 Batch  527/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9631, Loss: 0.0165
Epoch  51 Batch  528/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9528, Loss: 0.0157
Epoch  51 Batch  529/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9528, Loss: 0.0159
Epoch  51 Batch  530/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9528, Loss: 0.0177
Epoch  51 Batch  531/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9528, Loss: 0.0191
Epoch  51 Batch  532/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9624, Loss: 0.0269
Epoch  51 Batch  533/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9574, Loss: 0.0157
Epoch  51 Batch  534/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0187
Epoch  51 Batch  535/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  51 Batch  536/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9659, Loss: 0.0190
Epoch  51 Batch  537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9663, Loss: 0.0142
Epoch  51 Batch  538/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0145
Epoch  51 Batch  539/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9695, Loss: 0.0249
Epoch  51 Batch  540/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0120
Epoch  51 Batch  541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0139
Epoch  51 Batch  542/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9531, Loss: 0.0177
Epoch  51 Batch  543/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9545, Loss: 0.0137
Epoch  51 Batch  544/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0143
Epoch  51 Batch  545/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0171
Epoch  51 Batch  546/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0172
Epoch  51 Batch  547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0145
Epoch  51 Batch  548/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0189
Epoch  51 Batch  549/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0174
Epoch  51 Batch  550/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9553, Loss: 0.0170
Epoch  51 Batch  551/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9528, Loss: 0.0221
Epoch  51 Batch  552/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9524, Loss: 0.0185
Epoch  51 Batch  553/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9524, Loss: 0.0265
Epoch  51 Batch  554/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9524, Loss: 0.0168
Epoch  51 Batch  555/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0155
Epoch  51 Batch  556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9560, Loss: 0.0117
Epoch  51 Batch  557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9560, Loss: 0.0152
Epoch  51 Batch  558/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0144
Epoch  51 Batch  559/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  51 Batch  560/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0159
Epoch  51 Batch  561/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0138
Epoch  51 Batch  562/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9666, Loss: 0.0156
Epoch  51 Batch  563/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9666, Loss: 0.0177
Epoch  51 Batch  564/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9567, Loss: 0.0260
Epoch  51 Batch  565/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0255
Epoch  51 Batch  566/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9560, Loss: 0.0211
Epoch  51 Batch  567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  51 Batch  568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  51 Batch  569/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0171
Epoch  51 Batch  570/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9560, Loss: 0.0244
Epoch  51 Batch  571/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0129
Epoch  51 Batch  572/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9560, Loss: 0.0169
Epoch  51 Batch  573/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0298
Epoch  51 Batch  574/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0222
Epoch  51 Batch  575/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0138
Epoch  51 Batch  576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0219
Epoch  51 Batch  577/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9545, Loss: 0.0173
Epoch  51 Batch  578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9492, Loss: 0.0140
Epoch  51 Batch  579/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9496, Loss: 0.0164
Epoch  51 Batch  580/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9450, Loss: 0.0151
Epoch  51 Batch  581/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0118
Epoch  51 Batch  582/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9538, Loss: 0.0141
Epoch  51 Batch  583/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  51 Batch  584/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0191
Epoch  51 Batch  585/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9592, Loss: 0.0120
Epoch  51 Batch  586/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  51 Batch  587/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0218
Epoch  51 Batch  588/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9553, Loss: 0.0162
Epoch  51 Batch  589/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9503, Loss: 0.0121
Epoch  51 Batch  590/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9474, Loss: 0.0167
Epoch  51 Batch  591/1077 - Train Accuracy: 0.9599, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  51 Batch  592/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9620, Loss: 0.0155
Epoch  51 Batch  593/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9624, Loss: 0.0299
Epoch  51 Batch  594/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9624, Loss: 0.0218
Epoch  51 Batch  595/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0158
Epoch  51 Batch  596/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9645, Loss: 0.0166
Epoch  51 Batch  597/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0137
Epoch  51 Batch  598/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9645, Loss: 0.0190
Epoch  51 Batch  599/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9567, Loss: 0.0265
Epoch  51 Batch  600/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9638, Loss: 0.0196
Epoch  51 Batch  601/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0180
Epoch  51 Batch  602/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9634, Loss: 0.0189
Epoch  51 Batch  603/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0177
Epoch  51 Batch  604/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0286
Epoch  51 Batch  605/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9769, Loss: 0.0231
Epoch  51 Batch  606/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9769, Loss: 0.0131
Epoch  51 Batch  607/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9773, Loss: 0.0196
Epoch  51 Batch  608/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9705, Loss: 0.0246
Epoch  51 Batch  609/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0213
Epoch  51 Batch  610/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9609, Loss: 0.0188
Epoch  51 Batch  611/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9609, Loss: 0.0185
Epoch  51 Batch  612/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  51 Batch  613/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  51 Batch  614/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0140
Epoch  51 Batch  615/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9581, Loss: 0.0243
Epoch  51 Batch  616/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  51 Batch  617/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9627, Loss: 0.0138
Epoch  51 Batch  618/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9581, Loss: 0.0220
Epoch  51 Batch  619/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9538, Loss: 0.0117
Epoch  51 Batch  620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9524, Loss: 0.0144
Epoch  51 Batch  621/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0166
Epoch  51 Batch  622/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9524, Loss: 0.0215
Epoch  51 Batch  623/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9567, Loss: 0.0259
Epoch  51 Batch  624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9585, Loss: 0.0196
Epoch  51 Batch  625/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9585, Loss: 0.0178
Epoch  51 Batch  626/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9585, Loss: 0.0193
Epoch  51 Batch  627/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9535, Loss: 0.0181
Epoch  51 Batch  628/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  51 Batch  629/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  51 Batch  630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  51 Batch  631/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9627, Loss: 0.0230
Epoch  51 Batch  632/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0135
Epoch  51 Batch  633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  51 Batch  634/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9652, Loss: 0.0147
Epoch  51 Batch  635/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9652, Loss: 0.0225
Epoch  51 Batch  636/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0181
Epoch  51 Batch  637/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9652, Loss: 0.0189
Epoch  51 Batch  638/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9652, Loss: 0.0190
Epoch  51 Batch  639/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0209
Epoch  51 Batch  640/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  51 Batch  641/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0186
Epoch  51 Batch  642/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0177
Epoch  51 Batch  643/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0131
Epoch  51 Batch  644/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9705, Loss: 0.0152
Epoch  51 Batch  645/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9680, Loss: 0.0175
Epoch  51 Batch  646/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9609, Loss: 0.0184
Epoch  51 Batch  647/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9627, Loss: 0.0222
Epoch  51 Batch  648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0116
Epoch  51 Batch  649/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  51 Batch  650/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9624, Loss: 0.0161
Epoch  51 Batch  651/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9631, Loss: 0.0153
Epoch  51 Batch  652/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9574, Loss: 0.0173
Epoch  51 Batch  653/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9567, Loss: 0.0265
Epoch  51 Batch  654/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0182
Epoch  51 Batch  655/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9620, Loss: 0.0204
Epoch  51 Batch  656/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  51 Batch  657/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9499, Loss: 0.0210
Epoch  51 Batch  658/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0177
Epoch  51 Batch  659/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9506, Loss: 0.0179
Epoch  51 Batch  660/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0121
Epoch  51 Batch  661/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0170
Epoch  51 Batch  662/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  51 Batch  663/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9577, Loss: 0.0122
Epoch  51 Batch  664/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  51 Batch  665/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0119
Epoch  51 Batch  666/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9627, Loss: 0.0197
Epoch  51 Batch  667/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9627, Loss: 0.0197
Epoch  51 Batch  668/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0127
Epoch  51 Batch  669/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0128
Epoch  51 Batch  670/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  51 Batch  671/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9567, Loss: 0.0188
Epoch  51 Batch  672/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0154
Epoch  51 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0182
Epoch  51 Batch  674/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  51 Batch  675/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9663, Loss: 0.0216
Epoch  51 Batch  676/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9577, Loss: 0.0190
Epoch  51 Batch  677/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9531, Loss: 0.0187
Epoch  51 Batch  678/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9581, Loss: 0.0109
Epoch  51 Batch  679/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0115
Epoch  51 Batch  680/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9531, Loss: 0.0180
Epoch  51 Batch  681/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0143
Epoch  51 Batch  682/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0145
Epoch  51 Batch  683/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9588, Loss: 0.0135
Epoch  51 Batch  684/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0176
Epoch  51 Batch  685/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9577, Loss: 0.0214
Epoch  51 Batch  686/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0133
Epoch  51 Batch  687/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9613, Loss: 0.0162
Epoch  51 Batch  688/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  51 Batch  689/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0094
Epoch  51 Batch  690/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9588, Loss: 0.0195
Epoch  51 Batch  691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9588, Loss: 0.0156
Epoch  51 Batch  692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9638, Loss: 0.0174
Epoch  51 Batch  693/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9709, Loss: 0.0217
Epoch  51 Batch  694/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9712, Loss: 0.0140
Epoch  51 Batch  695/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0181
Epoch  51 Batch  696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9709, Loss: 0.0147
Epoch  51 Batch  697/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9702, Loss: 0.0151
Epoch  51 Batch  698/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0144
Epoch  51 Batch  699/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9656, Loss: 0.0147
Epoch  51 Batch  700/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0142
Epoch  51 Batch  701/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0135
Epoch  51 Batch  702/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9663, Loss: 0.0293
Epoch  51 Batch  703/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9663, Loss: 0.0149
Epoch  51 Batch  704/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9663, Loss: 0.0244
Epoch  51 Batch  705/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9712, Loss: 0.0227
Epoch  51 Batch  706/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9719, Loss: 0.0364
Epoch  51 Batch  707/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9673, Loss: 0.0194
Epoch  51 Batch  708/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0136
Epoch  51 Batch  709/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9570, Loss: 0.0229
Epoch  51 Batch  710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0119
Epoch  51 Batch  711/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0197
Epoch  51 Batch  712/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  51 Batch  713/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  51 Batch  714/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0192
Epoch  51 Batch  715/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  51 Batch  716/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0141
Epoch  51 Batch  717/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9464, Loss: 0.0091
Epoch  51 Batch  718/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9457, Loss: 0.0183
Epoch  51 Batch  719/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0168
Epoch  51 Batch  720/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9439, Loss: 0.0186
Epoch  51 Batch  721/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9439, Loss: 0.0195
Epoch  51 Batch  722/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9439, Loss: 0.0137
Epoch  51 Batch  723/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9439, Loss: 0.0152
Epoch  51 Batch  724/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9489, Loss: 0.0181
Epoch  51 Batch  725/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0141
Epoch  51 Batch  726/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0097
Epoch  51 Batch  727/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0121
Epoch  51 Batch  728/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9592, Loss: 0.0193
Epoch  51 Batch  729/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9592, Loss: 0.0218
Epoch  51 Batch  730/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9595, Loss: 0.0251
Epoch  51 Batch  731/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  51 Batch  732/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9606, Loss: 0.0180
Epoch  51 Batch  733/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9606, Loss: 0.0225
Epoch  51 Batch  734/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9563, Loss: 0.0145
Epoch  51 Batch  735/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0111
Epoch  51 Batch  736/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9545, Loss: 0.0171
Epoch  51 Batch  737/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  51 Batch  738/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0107
Epoch  51 Batch  739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0127
Epoch  51 Batch  740/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0116
Epoch  51 Batch  741/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0212
Epoch  51 Batch  742/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9666, Loss: 0.0159
Epoch  51 Batch  743/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9666, Loss: 0.0146
Epoch  51 Batch  744/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9641, Loss: 0.0208
Epoch  51 Batch  745/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9648, Loss: 0.0189
Epoch  51 Batch  746/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0143
Epoch  51 Batch  747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0132
Epoch  51 Batch  748/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9606, Loss: 0.0121
Epoch  51 Batch  749/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9606, Loss: 0.0103
Epoch  51 Batch  750/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9606, Loss: 0.0174
Epoch  51 Batch  751/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  51 Batch  752/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  51 Batch  753/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0175
Epoch  51 Batch  754/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9595, Loss: 0.0171
Epoch  51 Batch  755/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  51 Batch  756/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9585, Loss: 0.0123
Epoch  51 Batch  757/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  51 Batch  758/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9663, Loss: 0.0122
Epoch  51 Batch  759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9613, Loss: 0.0198
Epoch  51 Batch  760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0195
Epoch  51 Batch  761/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9577, Loss: 0.0160
Epoch  51 Batch  762/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  51 Batch  763/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0190
Epoch  51 Batch  764/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9673, Loss: 0.0165
Epoch  51 Batch  765/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9673, Loss: 0.0196
Epoch  51 Batch  766/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9673, Loss: 0.0194
Epoch  51 Batch  767/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0201
Epoch  51 Batch  768/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9648, Loss: 0.0159
Epoch  51 Batch  769/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9595, Loss: 0.0184
Epoch  51 Batch  770/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9492, Loss: 0.0142
Epoch  51 Batch  771/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0160
Epoch  51 Batch  772/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9521, Loss: 0.0151
Epoch  51 Batch  773/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0139
Epoch  51 Batch  774/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9513, Loss: 0.0131
Epoch  51 Batch  775/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9513, Loss: 0.0138
Epoch  51 Batch  776/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9620, Loss: 0.0212
Epoch  51 Batch  777/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0147
Epoch  51 Batch  778/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0189
Epoch  51 Batch  779/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9648, Loss: 0.0133
Epoch  51 Batch  780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0218
Epoch  51 Batch  781/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9652, Loss: 0.0177
Epoch  51 Batch  782/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9609, Loss: 0.0150
Epoch  51 Batch  783/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9560, Loss: 0.0226
Epoch  51 Batch  784/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9606, Loss: 0.0105
Epoch  51 Batch  785/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9553, Loss: 0.0130
Epoch  51 Batch  786/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9652, Loss: 0.0147
Epoch  51 Batch  787/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9641, Loss: 0.0128
Epoch  51 Batch  788/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0184
Epoch  51 Batch  789/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9613, Loss: 0.0185
Epoch  51 Batch  790/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9613, Loss: 0.0240
Epoch  51 Batch  791/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0180
Epoch  51 Batch  792/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0152
Epoch  51 Batch  793/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9606, Loss: 0.0172
Epoch  51 Batch  794/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9549, Loss: 0.0114
Epoch  51 Batch  795/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9545, Loss: 0.0169
Epoch  51 Batch  796/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9595, Loss: 0.0209
Epoch  51 Batch  797/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9641, Loss: 0.0168
Epoch  51 Batch  798/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0154
Epoch  51 Batch  799/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9702, Loss: 0.0217
Epoch  51 Batch  800/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0134
Epoch  51 Batch  801/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0139
Epoch  51 Batch  802/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0207
Epoch  51 Batch  803/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9592, Loss: 0.0126
Epoch  51 Batch  804/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9588, Loss: 0.0112
Epoch  51 Batch  805/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0198
Epoch  51 Batch  806/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0138
Epoch  51 Batch  807/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9595, Loss: 0.0105
Epoch  51 Batch  808/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9595, Loss: 0.0268
Epoch  51 Batch  809/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9595, Loss: 0.0289
Epoch  51 Batch  810/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  51 Batch  811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9592, Loss: 0.0151
Epoch  51 Batch  812/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0150
Epoch  51 Batch  813/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9545, Loss: 0.0161
Epoch  51 Batch  814/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  51 Batch  815/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0194
Epoch  51 Batch  816/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9609, Loss: 0.0146
Epoch  51 Batch  817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  51 Batch  818/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9631, Loss: 0.0208
Epoch  51 Batch  819/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0166
Epoch  51 Batch  820/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9680, Loss: 0.0124
Epoch  51 Batch  821/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9712, Loss: 0.0177
Epoch  51 Batch  822/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9709, Loss: 0.0097
Epoch  51 Batch  823/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9666, Loss: 0.0180
Epoch  51 Batch  824/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9716, Loss: 0.0159
Epoch  51 Batch  825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9719, Loss: 0.0095
Epoch  51 Batch  826/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9716, Loss: 0.0136
Epoch  51 Batch  827/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  51 Batch  828/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0129
Epoch  51 Batch  829/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9659, Loss: 0.0266
Epoch  51 Batch  830/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9659, Loss: 0.0228
Epoch  51 Batch  831/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0173
Epoch  51 Batch  832/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9659, Loss: 0.0114
Epoch  51 Batch  833/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0169
Epoch  51 Batch  834/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9691, Loss: 0.0215
Epoch  51 Batch  835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  51 Batch  836/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  51 Batch  837/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0217
Epoch  51 Batch  838/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0187
Epoch  51 Batch  839/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0110
Epoch  51 Batch  840/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9730, Loss: 0.0193
Epoch  51 Batch  841/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9730, Loss: 0.0252
Epoch  51 Batch  842/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0131
Epoch  51 Batch  843/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0113
Epoch  51 Batch  844/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9666, Loss: 0.0181
Epoch  51 Batch  845/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9666, Loss: 0.0127
Epoch  51 Batch  846/1077 - Train Accuracy: 0.9410, Validation Accuracy: 0.9691, Loss: 0.0239
Epoch  51 Batch  847/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9688, Loss: 0.0206
Epoch  51 Batch  848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9737, Loss: 0.0173
Epoch  51 Batch  849/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9801, Loss: 0.0099
Epoch  51 Batch  850/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9780, Loss: 0.0228
Epoch  51 Batch  851/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9773, Loss: 0.0218
Epoch  51 Batch  852/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9773, Loss: 0.0224
Epoch  51 Batch  853/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9773, Loss: 0.0160
Epoch  51 Batch  854/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9773, Loss: 0.0176
Epoch  51 Batch  855/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9773, Loss: 0.0184
Epoch  51 Batch  856/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9773, Loss: 0.0142
Epoch  51 Batch  857/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9773, Loss: 0.0137
Epoch  51 Batch  858/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9769, Loss: 0.0087
Epoch  51 Batch  859/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0169
Epoch  51 Batch  860/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9773, Loss: 0.0158
Epoch  51 Batch  861/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9748, Loss: 0.0120
Epoch  51 Batch  862/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9794, Loss: 0.0186
Epoch  51 Batch  863/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9794, Loss: 0.0135
Epoch  51 Batch  864/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9734, Loss: 0.0189
Epoch  51 Batch  865/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9734, Loss: 0.0185
Epoch  51 Batch  866/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9734, Loss: 0.0196
Epoch  51 Batch  867/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9734, Loss: 0.0492
Epoch  51 Batch  868/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9734, Loss: 0.0209
Epoch  51 Batch  869/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9730, Loss: 0.0138
Epoch  51 Batch  870/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9730, Loss: 0.0135
Epoch  51 Batch  871/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9730, Loss: 0.0132
Epoch  51 Batch  872/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9727, Loss: 0.0194
Epoch  51 Batch  873/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9727, Loss: 0.0178
Epoch  51 Batch  874/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9677, Loss: 0.0191
Epoch  51 Batch  875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0137
Epoch  51 Batch  876/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  51 Batch  877/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0135
Epoch  51 Batch  878/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0138
Epoch  51 Batch  879/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9634, Loss: 0.0122
Epoch  51 Batch  880/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0175
Epoch  51 Batch  881/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0140
Epoch  51 Batch  882/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9592, Loss: 0.0114
Epoch  51 Batch  883/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9545, Loss: 0.0214
Epoch  51 Batch  884/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9574, Loss: 0.0197
Epoch  51 Batch  885/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9624, Loss: 0.0097
Epoch  51 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0193
Epoch  51 Batch  887/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0244
Epoch  51 Batch  888/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9478, Loss: 0.0179
Epoch  51 Batch  889/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9474, Loss: 0.0185
Epoch  51 Batch  890/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0199
Epoch  51 Batch  891/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9606, Loss: 0.0150
Epoch  51 Batch  892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9556, Loss: 0.0161
Epoch  51 Batch  893/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9457, Loss: 0.0138
Epoch  51 Batch  894/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9460, Loss: 0.0133
Epoch  51 Batch  895/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9460, Loss: 0.0128
Epoch  51 Batch  896/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9457, Loss: 0.0154
Epoch  51 Batch  897/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0134
Epoch  51 Batch  898/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9521, Loss: 0.0194
Epoch  51 Batch  899/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9624, Loss: 0.0213
Epoch  51 Batch  900/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9624, Loss: 0.0202
Epoch  51 Batch  901/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9624, Loss: 0.0284
Epoch  51 Batch  902/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0216
Epoch  51 Batch  903/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  51 Batch  904/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9631, Loss: 0.0163
Epoch  51 Batch  905/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0129
Epoch  51 Batch  906/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  51 Batch  907/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0152
Epoch  51 Batch  908/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9677, Loss: 0.0171
Epoch  51 Batch  909/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  51 Batch  910/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0172
Epoch  51 Batch  911/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9648, Loss: 0.0180
Epoch  51 Batch  912/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0163
Epoch  51 Batch  913/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0211
Epoch  51 Batch  914/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9553, Loss: 0.0466
Epoch  51 Batch  915/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9553, Loss: 0.0157
Epoch  51 Batch  916/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0151
Epoch  51 Batch  917/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0171
Epoch  51 Batch  918/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9553, Loss: 0.0136
Epoch  51 Batch  919/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9606, Loss: 0.0120
Epoch  51 Batch  920/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9606, Loss: 0.0103
Epoch  51 Batch  921/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  51 Batch  922/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9609, Loss: 0.0175
Epoch  51 Batch  923/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9560, Loss: 0.0087
Epoch  51 Batch  924/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0228
Epoch  51 Batch  925/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9602, Loss: 0.0128
Epoch  51 Batch  926/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9602, Loss: 0.0175
Epoch  51 Batch  927/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0207
Epoch  51 Batch  928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9545, Loss: 0.0194
Epoch  51 Batch  929/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0129
Epoch  51 Batch  930/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0136
Epoch  51 Batch  931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9595, Loss: 0.0158
Epoch  51 Batch  932/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0125
Epoch  51 Batch  933/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0174
Epoch  51 Batch  934/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0137
Epoch  51 Batch  935/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9592, Loss: 0.0121
Epoch  51 Batch  936/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9641, Loss: 0.0189
Epoch  51 Batch  937/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9695, Loss: 0.0187
Epoch  51 Batch  938/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9695, Loss: 0.0213
Epoch  51 Batch  939/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9698, Loss: 0.0206
Epoch  51 Batch  940/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0129
Epoch  51 Batch  941/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0145
Epoch  51 Batch  942/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9663, Loss: 0.0207
Epoch  51 Batch  943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9656, Loss: 0.0132
Epoch  51 Batch  944/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0175
Epoch  51 Batch  945/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  51 Batch  946/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0120
Epoch  51 Batch  947/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9542, Loss: 0.0153
Epoch  51 Batch  948/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0147
Epoch  51 Batch  949/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0141
Epoch  51 Batch  950/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  51 Batch  951/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9542, Loss: 0.0189
Epoch  51 Batch  952/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9542, Loss: 0.0106
Epoch  51 Batch  953/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  51 Batch  954/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9609, Loss: 0.0226
Epoch  51 Batch  955/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  51 Batch  956/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9666, Loss: 0.0179
Epoch  51 Batch  957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9663, Loss: 0.0121
Epoch  51 Batch  958/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0139
Epoch  51 Batch  959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9616, Loss: 0.0186
Epoch  51 Batch  960/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0143
Epoch  51 Batch  961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0127
Epoch  51 Batch  962/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0226
Epoch  51 Batch  963/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9599, Loss: 0.0223
Epoch  51 Batch  964/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9599, Loss: 0.0122
Epoch  51 Batch  965/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9549, Loss: 0.0295
Epoch  51 Batch  966/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  51 Batch  967/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  51 Batch  968/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9513, Loss: 0.0226
Epoch  51 Batch  969/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0247
Epoch  51 Batch  970/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  51 Batch  971/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0265
Epoch  51 Batch  972/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9592, Loss: 0.0167
Epoch  51 Batch  973/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9595, Loss: 0.0124
Epoch  51 Batch  974/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9620, Loss: 0.0130
Epoch  51 Batch  975/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9688, Loss: 0.0153
Epoch  51 Batch  976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0159
Epoch  51 Batch  977/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0088
Epoch  51 Batch  978/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  51 Batch  979/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9556, Loss: 0.0146
Epoch  51 Batch  980/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9609, Loss: 0.0160
Epoch  51 Batch  981/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9609, Loss: 0.0246
Epoch  51 Batch  982/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0198
Epoch  51 Batch  983/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9624, Loss: 0.0173
Epoch  51 Batch  984/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9648, Loss: 0.0200
Epoch  51 Batch  985/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0138
Epoch  51 Batch  986/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9645, Loss: 0.0171
Epoch  51 Batch  987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9645, Loss: 0.0128
Epoch  51 Batch  988/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9648, Loss: 0.0187
Epoch  51 Batch  989/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  51 Batch  990/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9602, Loss: 0.0175
Epoch  51 Batch  991/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9538, Loss: 0.0122
Epoch  51 Batch  992/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9492, Loss: 0.0184
Epoch  51 Batch  993/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9464, Loss: 0.0131
Epoch  51 Batch  994/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9464, Loss: 0.0136
Epoch  51 Batch  995/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9460, Loss: 0.0151
Epoch  51 Batch  996/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9460, Loss: 0.0173
Epoch  51 Batch  997/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9510, Loss: 0.0155
Epoch  51 Batch  998/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  51 Batch  999/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9513, Loss: 0.0180
Epoch  51 Batch 1000/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9538, Loss: 0.0182
Epoch  51 Batch 1001/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9535, Loss: 0.0147
Epoch  51 Batch 1002/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0112
Epoch  51 Batch 1003/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9581, Loss: 0.0180
Epoch  51 Batch 1004/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0151
Epoch  51 Batch 1005/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0183
Epoch  51 Batch 1006/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9496, Loss: 0.0172
Epoch  51 Batch 1007/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9556, Loss: 0.0117
Epoch  51 Batch 1008/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0163
Epoch  51 Batch 1009/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9606, Loss: 0.0119
Epoch  51 Batch 1010/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  51 Batch 1011/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  51 Batch 1012/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0140
Epoch  51 Batch 1013/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9620, Loss: 0.0124
Epoch  51 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0162
Epoch  51 Batch 1015/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9620, Loss: 0.0192
Epoch  51 Batch 1016/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  51 Batch 1017/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9528, Loss: 0.0171
Epoch  51 Batch 1018/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0208
Epoch  51 Batch 1019/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9553, Loss: 0.0230
Epoch  51 Batch 1020/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9553, Loss: 0.0143
Epoch  51 Batch 1021/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9553, Loss: 0.0140
Epoch  51 Batch 1022/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9531, Loss: 0.0144
Epoch  51 Batch 1023/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9577, Loss: 0.0183
Epoch  51 Batch 1024/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9599, Loss: 0.0202
Epoch  51 Batch 1025/1077 - Train Accuracy: 0.9475, Validation Accuracy: 0.9645, Loss: 0.0192
Epoch  51 Batch 1026/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  51 Batch 1027/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9673, Loss: 0.0147
Epoch  51 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0164
Epoch  51 Batch 1029/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9648, Loss: 0.0167
Epoch  51 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9698, Loss: 0.0185
Epoch  51 Batch 1031/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9702, Loss: 0.0257
Epoch  51 Batch 1032/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9702, Loss: 0.0184
Epoch  51 Batch 1033/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9691, Loss: 0.0187
Epoch  51 Batch 1034/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0140
Epoch  51 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0131
Epoch  51 Batch 1036/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9638, Loss: 0.0214
Epoch  51 Batch 1037/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0150
Epoch  51 Batch 1038/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0231
Epoch  51 Batch 1039/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0206
Epoch  51 Batch 1040/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  51 Batch 1041/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9656, Loss: 0.0265
Epoch  51 Batch 1042/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  51 Batch 1043/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0217
Epoch  51 Batch 1044/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9595, Loss: 0.0146
Epoch  51 Batch 1045/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9531, Loss: 0.0163
Epoch  51 Batch 1046/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9577, Loss: 0.0097
Epoch  51 Batch 1047/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9577, Loss: 0.0145
Epoch  51 Batch 1048/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9524, Loss: 0.0209
Epoch  51 Batch 1049/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  51 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9567, Loss: 0.0116
Epoch  51 Batch 1051/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9567, Loss: 0.0197
Epoch  51 Batch 1052/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9659, Loss: 0.0177
Epoch  51 Batch 1053/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9666, Loss: 0.0234
Epoch  51 Batch 1054/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  51 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0201
Epoch  51 Batch 1056/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9680, Loss: 0.0131
Epoch  51 Batch 1057/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9680, Loss: 0.0160
Epoch  51 Batch 1058/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9680, Loss: 0.0161
Epoch  51 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9684, Loss: 0.0210
Epoch  51 Batch 1060/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9734, Loss: 0.0120
Epoch  51 Batch 1061/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9705, Loss: 0.0227
Epoch  51 Batch 1062/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9705, Loss: 0.0192
Epoch  51 Batch 1063/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9705, Loss: 0.0216
Epoch  51 Batch 1064/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0170
Epoch  51 Batch 1065/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9751, Loss: 0.0170
Epoch  51 Batch 1066/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9751, Loss: 0.0115
Epoch  51 Batch 1067/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0129
Epoch  51 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0115
Epoch  51 Batch 1069/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0118
Epoch  51 Batch 1070/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0127
Epoch  51 Batch 1071/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0173
Epoch  51 Batch 1072/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9709, Loss: 0.0154
Epoch  51 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0194
Epoch  51 Batch 1074/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9663, Loss: 0.0198
Epoch  51 Batch 1075/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9663, Loss: 0.0207
Epoch  52 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0106
Epoch  52 Batch    2/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9652, Loss: 0.0171
Epoch  52 Batch    3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9652, Loss: 0.0223
Epoch  52 Batch    4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9606, Loss: 0.0134
Epoch  52 Batch    5/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9606, Loss: 0.0202
Epoch  52 Batch    6/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0127
Epoch  52 Batch    7/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0138
Epoch  52 Batch    8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0160
Epoch  52 Batch    9/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  52 Batch   10/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0167
Epoch  52 Batch   11/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9677, Loss: 0.0243
Epoch  52 Batch   12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0125
Epoch  52 Batch   13/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9673, Loss: 0.0224
Epoch  52 Batch   14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9673, Loss: 0.0122
Epoch  52 Batch   15/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9716, Loss: 0.0160
Epoch  52 Batch   16/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0169
Epoch  52 Batch   17/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0129
Epoch  52 Batch   18/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0114
Epoch  52 Batch   19/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9684, Loss: 0.0152
Epoch  52 Batch   20/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0115
Epoch  52 Batch   21/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0190
Epoch  52 Batch   22/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9645, Loss: 0.0187
Epoch  52 Batch   23/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9499, Loss: 0.0105
Epoch  52 Batch   24/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9453, Loss: 0.0172
Epoch  52 Batch   25/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0091
Epoch  52 Batch   26/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9549, Loss: 0.0205
Epoch  52 Batch   27/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0117
Epoch  52 Batch   28/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0164
Epoch  52 Batch   29/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0157
Epoch  52 Batch   30/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9734, Loss: 0.0121
Epoch  52 Batch   31/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9734, Loss: 0.0151
Epoch  52 Batch   32/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9712, Loss: 0.0147
Epoch  52 Batch   33/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9688, Loss: 0.0103
Epoch  52 Batch   34/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0235
Epoch  52 Batch   35/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0196
Epoch  52 Batch   36/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0139
Epoch  52 Batch   37/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9684, Loss: 0.0234
Epoch  52 Batch   38/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9684, Loss: 0.0230
Epoch  52 Batch   39/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0175
Epoch  52 Batch   40/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9709, Loss: 0.0107
Epoch  52 Batch   41/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9684, Loss: 0.0141
Epoch  52 Batch   42/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0253
Epoch  52 Batch   43/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9688, Loss: 0.0093
Epoch  52 Batch   44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9634, Loss: 0.0112
Epoch  52 Batch   45/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0163
Epoch  52 Batch   46/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9574, Loss: 0.0224
Epoch  52 Batch   47/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9574, Loss: 0.0145
Epoch  52 Batch   48/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0188
Epoch  52 Batch   49/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9684, Loss: 0.0269
Epoch  52 Batch   50/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0204
Epoch  52 Batch   51/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0167
Epoch  52 Batch   52/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9641, Loss: 0.0174
Epoch  52 Batch   53/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9641, Loss: 0.0145
Epoch  52 Batch   54/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0332
Epoch  52 Batch   55/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9574, Loss: 0.0132
Epoch  52 Batch   56/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0118
Epoch  52 Batch   57/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0206
Epoch  52 Batch   58/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9506, Loss: 0.0155
Epoch  52 Batch   59/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9506, Loss: 0.0190
Epoch  52 Batch   60/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0108
Epoch  52 Batch   61/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9450, Loss: 0.0138
Epoch  52 Batch   62/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9474, Loss: 0.0206
Epoch  52 Batch   63/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9474, Loss: 0.0129
Epoch  52 Batch   64/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9528, Loss: 0.0152
Epoch  52 Batch   65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9574, Loss: 0.0126
Epoch  52 Batch   66/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9570, Loss: 0.0078
Epoch  52 Batch   67/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9570, Loss: 0.0174
Epoch  52 Batch   68/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9574, Loss: 0.0242
Epoch  52 Batch   69/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9574, Loss: 0.0225
Epoch  52 Batch   70/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  52 Batch   71/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0117
Epoch  52 Batch   72/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0182
Epoch  52 Batch   73/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9616, Loss: 0.0138
Epoch  52 Batch   74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9666, Loss: 0.0183
Epoch  52 Batch   75/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0252
Epoch  52 Batch   76/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9641, Loss: 0.0128
Epoch  52 Batch   77/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0179
Epoch  52 Batch   78/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9592, Loss: 0.0194
Epoch  52 Batch   79/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0137
Epoch  52 Batch   80/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0147
Epoch  52 Batch   81/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9663, Loss: 0.0134
Epoch  52 Batch   82/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9663, Loss: 0.0168
Epoch  52 Batch   83/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9666, Loss: 0.0150
Epoch  52 Batch   84/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9730, Loss: 0.0170
Epoch  52 Batch   85/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0143
Epoch  52 Batch   86/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0162
Epoch  52 Batch   87/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9648, Loss: 0.0207
Epoch  52 Batch   88/1077 - Train Accuracy: 0.9469, Validation Accuracy: 0.9648, Loss: 0.0205
Epoch  52 Batch   89/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0144
Epoch  52 Batch   90/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0120
Epoch  52 Batch   91/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0147
Epoch  52 Batch   92/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  52 Batch   93/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9652, Loss: 0.0153
Epoch  52 Batch   94/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  52 Batch   95/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9624, Loss: 0.0147
Epoch  52 Batch   96/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  52 Batch   97/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0218
Epoch  52 Batch   98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9581, Loss: 0.0219
Epoch  52 Batch   99/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0133
Epoch  52 Batch  100/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0142
Epoch  52 Batch  101/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9588, Loss: 0.0156
Epoch  52 Batch  102/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9592, Loss: 0.0123
Epoch  52 Batch  103/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9592, Loss: 0.0221
Epoch  52 Batch  104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9592, Loss: 0.0181
Epoch  52 Batch  105/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0115
Epoch  52 Batch  106/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9595, Loss: 0.0146
Epoch  52 Batch  107/1077 - Train Accuracy: 0.9561, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  52 Batch  108/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9666, Loss: 0.0221
Epoch  52 Batch  109/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9716, Loss: 0.0165
Epoch  52 Batch  110/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9705, Loss: 0.0113
Epoch  52 Batch  111/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0162
Epoch  52 Batch  112/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  52 Batch  113/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0229
Epoch  52 Batch  114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0133
Epoch  52 Batch  115/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0148
Epoch  52 Batch  116/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9581, Loss: 0.0211
Epoch  52 Batch  117/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9553, Loss: 0.0130
Epoch  52 Batch  118/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9599, Loss: 0.0157
Epoch  52 Batch  119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9599, Loss: 0.0116
Epoch  52 Batch  120/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9599, Loss: 0.0194
Epoch  52 Batch  121/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0213
Epoch  52 Batch  122/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9748, Loss: 0.0180
Epoch  52 Batch  123/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0130
Epoch  52 Batch  124/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9659, Loss: 0.0227
Epoch  52 Batch  125/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9684, Loss: 0.0250
Epoch  52 Batch  126/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0156
Epoch  52 Batch  127/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9620, Loss: 0.0154
Epoch  52 Batch  128/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9620, Loss: 0.0159
Epoch  52 Batch  129/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0190
Epoch  52 Batch  130/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0134
Epoch  52 Batch  131/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9542, Loss: 0.0123
Epoch  52 Batch  132/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9513, Loss: 0.0165
Epoch  52 Batch  133/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9513, Loss: 0.0121
Epoch  52 Batch  134/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0140
Epoch  52 Batch  135/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9535, Loss: 0.0159
Epoch  52 Batch  136/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9535, Loss: 0.0116
Epoch  52 Batch  137/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9535, Loss: 0.0162
Epoch  52 Batch  138/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9538, Loss: 0.0162
Epoch  52 Batch  139/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0132
Epoch  52 Batch  140/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9691, Loss: 0.0139
Epoch  52 Batch  141/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9613, Loss: 0.0144
Epoch  52 Batch  142/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9624, Loss: 0.0191
Epoch  52 Batch  143/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0186
Epoch  52 Batch  144/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9503, Loss: 0.0226
Epoch  52 Batch  145/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9553, Loss: 0.0148
Epoch  52 Batch  146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9648, Loss: 0.0530
Epoch  52 Batch  147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9677, Loss: 0.0139
Epoch  52 Batch  148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0207
Epoch  52 Batch  149/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0123
Epoch  52 Batch  150/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9695, Loss: 0.0173
Epoch  52 Batch  151/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9585, Loss: 0.0128
Epoch  52 Batch  152/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0187
Epoch  52 Batch  153/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9577, Loss: 0.0267
Epoch  52 Batch  154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9581, Loss: 0.0119
Epoch  52 Batch  155/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0132
Epoch  52 Batch  156/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9492, Loss: 0.0135
Epoch  52 Batch  157/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9467, Loss: 0.0120
Epoch  52 Batch  158/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0129
Epoch  52 Batch  159/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9574, Loss: 0.0139
Epoch  52 Batch  160/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0168
Epoch  52 Batch  161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9524, Loss: 0.0120
Epoch  52 Batch  162/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9524, Loss: 0.0149
Epoch  52 Batch  163/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0256
Epoch  52 Batch  164/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0123
Epoch  52 Batch  165/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9606, Loss: 0.0180
Epoch  52 Batch  166/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0166
Epoch  52 Batch  167/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0119
Epoch  52 Batch  168/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9659, Loss: 0.0244
Epoch  52 Batch  169/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0161
Epoch  52 Batch  170/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0181
Epoch  52 Batch  171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9723, Loss: 0.0131
Epoch  52 Batch  172/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  52 Batch  173/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0170
Epoch  52 Batch  174/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9680, Loss: 0.0103
Epoch  52 Batch  175/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9680, Loss: 0.0214
Epoch  52 Batch  176/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9620, Loss: 0.0164
Epoch  52 Batch  177/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9663, Loss: 0.0157
Epoch  52 Batch  178/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9663, Loss: 0.0169
Epoch  52 Batch  179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9666, Loss: 0.0176
Epoch  52 Batch  180/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9666, Loss: 0.0115
Epoch  52 Batch  181/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9730, Loss: 0.0193
Epoch  52 Batch  182/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0203
Epoch  52 Batch  183/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9723, Loss: 0.0190
Epoch  52 Batch  184/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9723, Loss: 0.0182
Epoch  52 Batch  185/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0174
Epoch  52 Batch  186/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9723, Loss: 0.0169
Epoch  52 Batch  187/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0101
Epoch  52 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9652, Loss: 0.0167
Epoch  52 Batch  189/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9652, Loss: 0.0128
Epoch  52 Batch  190/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  52 Batch  191/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9606, Loss: 0.0133
Epoch  52 Batch  192/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0177
Epoch  52 Batch  193/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0134
Epoch  52 Batch  194/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9567, Loss: 0.0134
Epoch  52 Batch  195/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0149
Epoch  52 Batch  196/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9659, Loss: 0.0106
Epoch  52 Batch  197/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  52 Batch  198/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9585, Loss: 0.0188
Epoch  52 Batch  199/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0155
Epoch  52 Batch  200/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0146
Epoch  52 Batch  201/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0151
Epoch  52 Batch  202/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9709, Loss: 0.0147
Epoch  52 Batch  203/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0166
Epoch  52 Batch  204/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9709, Loss: 0.0325
Epoch  52 Batch  205/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9723, Loss: 0.0243
Epoch  52 Batch  206/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0142
Epoch  52 Batch  207/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0141
Epoch  52 Batch  208/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9744, Loss: 0.0141
Epoch  52 Batch  209/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9744, Loss: 0.0108
Epoch  52 Batch  210/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9744, Loss: 0.0156
Epoch  52 Batch  211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9744, Loss: 0.0117
Epoch  52 Batch  212/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9645, Loss: 0.0133
Epoch  52 Batch  213/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9645, Loss: 0.0111
Epoch  52 Batch  214/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0124
Epoch  52 Batch  215/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0186
Epoch  52 Batch  216/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0147
Epoch  52 Batch  217/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0115
Epoch  52 Batch  218/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9641, Loss: 0.0201
Epoch  52 Batch  219/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0103
Epoch  52 Batch  220/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9666, Loss: 0.0138
Epoch  52 Batch  221/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9624, Loss: 0.0178
Epoch  52 Batch  222/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0195
Epoch  52 Batch  223/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0134
Epoch  52 Batch  224/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0133
Epoch  52 Batch  225/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9663, Loss: 0.0219
Epoch  52 Batch  226/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0162
Epoch  52 Batch  227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9595, Loss: 0.0203
Epoch  52 Batch  228/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0139
Epoch  52 Batch  229/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0150
Epoch  52 Batch  230/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  52 Batch  231/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0190
Epoch  52 Batch  232/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9567, Loss: 0.0145
Epoch  52 Batch  233/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  52 Batch  234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9648, Loss: 0.0125
Epoch  52 Batch  235/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9698, Loss: 0.0182
Epoch  52 Batch  236/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9702, Loss: 0.0142
Epoch  52 Batch  237/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9702, Loss: 0.0180
Epoch  52 Batch  238/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  52 Batch  239/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9702, Loss: 0.0123
Epoch  52 Batch  240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0107
Epoch  52 Batch  241/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0095
Epoch  52 Batch  242/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0132
Epoch  52 Batch  243/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0213
Epoch  52 Batch  244/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9645, Loss: 0.0194
Epoch  52 Batch  245/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0140
Epoch  52 Batch  246/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0204
Epoch  52 Batch  247/1077 - Train Accuracy: 0.9505, Validation Accuracy: 0.9684, Loss: 0.0203
Epoch  52 Batch  248/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9634, Loss: 0.0124
Epoch  52 Batch  249/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0130
Epoch  52 Batch  250/1077 - Train Accuracy: 0.9631, Validation Accuracy: 0.9680, Loss: 0.0165
Epoch  52 Batch  251/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9730, Loss: 0.0198
Epoch  52 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9730, Loss: 0.0175
Epoch  52 Batch  253/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9776, Loss: 0.0159
Epoch  52 Batch  254/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0198
Epoch  52 Batch  255/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0130
Epoch  52 Batch  256/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0318
Epoch  52 Batch  257/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9698, Loss: 0.0132
Epoch  52 Batch  258/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9698, Loss: 0.0152
Epoch  52 Batch  259/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0147
Epoch  52 Batch  260/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9698, Loss: 0.0126
Epoch  52 Batch  261/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9744, Loss: 0.0157
Epoch  52 Batch  262/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9695, Loss: 0.0139
Epoch  52 Batch  263/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9748, Loss: 0.0120
Epoch  52 Batch  264/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9688, Loss: 0.0118
Epoch  52 Batch  265/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0122
Epoch  52 Batch  266/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9595, Loss: 0.0195
Epoch  52 Batch  267/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9620, Loss: 0.0122
Epoch  52 Batch  268/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0209
Epoch  52 Batch  269/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  52 Batch  270/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0233
Epoch  52 Batch  271/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9599, Loss: 0.0145
Epoch  52 Batch  272/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9627, Loss: 0.0424
Epoch  52 Batch  273/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9531, Loss: 0.0137
Epoch  52 Batch  274/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0163
Epoch  52 Batch  275/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  52 Batch  276/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9595, Loss: 0.0277
Epoch  52 Batch  277/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9595, Loss: 0.0112
Epoch  52 Batch  278/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9592, Loss: 0.0188
Epoch  52 Batch  279/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0221
Epoch  52 Batch  280/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9723, Loss: 0.0184
Epoch  52 Batch  281/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0157
Epoch  52 Batch  282/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9716, Loss: 0.0166
Epoch  52 Batch  283/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0160
Epoch  52 Batch  284/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0144
Epoch  52 Batch  285/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  52 Batch  286/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  52 Batch  287/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0241
Epoch  52 Batch  288/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0240
Epoch  52 Batch  289/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9723, Loss: 0.0126
Epoch  52 Batch  290/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0267
Epoch  52 Batch  291/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9620, Loss: 0.0246
Epoch  52 Batch  292/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  52 Batch  293/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0122
Epoch  52 Batch  294/1077 - Train Accuracy: 0.9549, Validation Accuracy: 0.9624, Loss: 0.0143
Epoch  52 Batch  295/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  52 Batch  296/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9624, Loss: 0.0156
Epoch  52 Batch  297/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9627, Loss: 0.0172
Epoch  52 Batch  298/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9641, Loss: 0.0198
Epoch  52 Batch  299/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0168
Epoch  52 Batch  300/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9698, Loss: 0.0131
Epoch  52 Batch  301/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0138
Epoch  52 Batch  302/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9698, Loss: 0.0187
Epoch  52 Batch  303/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9652, Loss: 0.0212
Epoch  52 Batch  304/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9652, Loss: 0.0181
Epoch  52 Batch  305/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9652, Loss: 0.0129
Epoch  52 Batch  306/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9741, Loss: 0.0242
Epoch  52 Batch  307/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9712, Loss: 0.0165
Epoch  52 Batch  308/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9716, Loss: 0.0196
Epoch  52 Batch  309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0123
Epoch  52 Batch  310/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9677, Loss: 0.0135
Epoch  52 Batch  311/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9677, Loss: 0.0139
Epoch  52 Batch  312/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9677, Loss: 0.0186
Epoch  52 Batch  313/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9659, Loss: 0.0129
Epoch  52 Batch  314/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0214
Epoch  52 Batch  315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9663, Loss: 0.0156
Epoch  52 Batch  316/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  52 Batch  317/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9663, Loss: 0.0169
Epoch  52 Batch  318/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9666, Loss: 0.0099
Epoch  52 Batch  319/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0169
Epoch  52 Batch  320/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0291
Epoch  52 Batch  321/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0148
Epoch  52 Batch  322/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0151
Epoch  52 Batch  323/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0203
Epoch  52 Batch  324/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9606, Loss: 0.0168
Epoch  52 Batch  325/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9659, Loss: 0.0150
Epoch  52 Batch  326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9648, Loss: 0.0125
Epoch  52 Batch  327/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0222
Epoch  52 Batch  328/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0175
Epoch  52 Batch  329/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0175
Epoch  52 Batch  330/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9638, Loss: 0.0172
Epoch  52 Batch  331/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0149
Epoch  52 Batch  332/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9638, Loss: 0.0125
Epoch  52 Batch  333/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9638, Loss: 0.0141
Epoch  52 Batch  334/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0149
Epoch  52 Batch  335/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  52 Batch  336/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9592, Loss: 0.0526
Epoch  52 Batch  337/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9528, Loss: 0.0197
Epoch  52 Batch  338/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9503, Loss: 0.0229
Epoch  52 Batch  339/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9503, Loss: 0.0117
Epoch  52 Batch  340/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9542, Loss: 0.0177
Epoch  52 Batch  341/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9545, Loss: 0.0196
Epoch  52 Batch  342/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9545, Loss: 0.0114
Epoch  52 Batch  343/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  52 Batch  344/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0193
Epoch  52 Batch  345/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9570, Loss: 0.0139
Epoch  52 Batch  346/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0143
Epoch  52 Batch  347/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9513, Loss: 0.0134
Epoch  52 Batch  348/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9517, Loss: 0.0109
Epoch  52 Batch  349/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  52 Batch  350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9467, Loss: 0.0119
Epoch  52 Batch  351/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9460, Loss: 0.0182
Epoch  52 Batch  352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9521, Loss: 0.0135
Epoch  52 Batch  353/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0185
Epoch  52 Batch  354/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9513, Loss: 0.0161
Epoch  52 Batch  355/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9513, Loss: 0.0164
Epoch  52 Batch  356/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0149
Epoch  52 Batch  357/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9521, Loss: 0.0206
Epoch  52 Batch  358/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9496, Loss: 0.0199
Epoch  52 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9545, Loss: 0.0156
Epoch  52 Batch  360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9542, Loss: 0.0131
Epoch  52 Batch  361/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9545, Loss: 0.0106
Epoch  52 Batch  362/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9599, Loss: 0.0180
Epoch  52 Batch  363/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9599, Loss: 0.0179
Epoch  52 Batch  364/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9549, Loss: 0.0212
Epoch  52 Batch  365/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9545, Loss: 0.0097
Epoch  52 Batch  366/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9503, Loss: 0.0131
Epoch  52 Batch  367/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9499, Loss: 0.0102
Epoch  52 Batch  368/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9496, Loss: 0.0151
Epoch  52 Batch  369/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0151
Epoch  52 Batch  370/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0154
Epoch  52 Batch  371/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9567, Loss: 0.0137
Epoch  52 Batch  372/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9616, Loss: 0.0161
Epoch  52 Batch  373/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9563, Loss: 0.0127
Epoch  52 Batch  374/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0223
Epoch  52 Batch  375/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0127
Epoch  52 Batch  376/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9595, Loss: 0.0152
Epoch  52 Batch  377/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0147
Epoch  52 Batch  378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0121
Epoch  52 Batch  379/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9542, Loss: 0.0233
Epoch  52 Batch  380/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9542, Loss: 0.0124
Epoch  52 Batch  381/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0173
Epoch  52 Batch  382/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9545, Loss: 0.0245
Epoch  52 Batch  383/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9545, Loss: 0.0154
Epoch  52 Batch  384/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9545, Loss: 0.0142
Epoch  52 Batch  385/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0125
Epoch  52 Batch  386/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9545, Loss: 0.0126
Epoch  52 Batch  387/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0127
Epoch  52 Batch  388/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9549, Loss: 0.0217
Epoch  52 Batch  389/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0132
Epoch  52 Batch  390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0236
Epoch  52 Batch  391/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9585, Loss: 0.0142
Epoch  52 Batch  392/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0251
Epoch  52 Batch  393/1077 - Train Accuracy: 0.9542, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  52 Batch  394/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9599, Loss: 0.0152
Epoch  52 Batch  395/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9535, Loss: 0.0140
Epoch  52 Batch  396/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9535, Loss: 0.0190
Epoch  52 Batch  397/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0196
Epoch  52 Batch  398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9535, Loss: 0.0177
Epoch  52 Batch  399/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  52 Batch  400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  52 Batch  401/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  52 Batch  402/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0140
Epoch  52 Batch  403/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0257
Epoch  52 Batch  404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  52 Batch  405/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  52 Batch  406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9570, Loss: 0.0125
Epoch  52 Batch  407/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9574, Loss: 0.0196
Epoch  52 Batch  408/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9574, Loss: 0.0219
Epoch  52 Batch  409/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9574, Loss: 0.0164
Epoch  52 Batch  410/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9549, Loss: 0.0292
Epoch  52 Batch  411/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9549, Loss: 0.0215
Epoch  52 Batch  412/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0141
Epoch  52 Batch  413/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0130
Epoch  52 Batch  414/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9592, Loss: 0.0136
Epoch  52 Batch  415/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9542, Loss: 0.0207
Epoch  52 Batch  416/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0159
Epoch  52 Batch  417/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0273
Epoch  52 Batch  418/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9560, Loss: 0.0175
Epoch  52 Batch  419/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  52 Batch  420/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0098
Epoch  52 Batch  421/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9609, Loss: 0.0224
Epoch  52 Batch  422/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9609, Loss: 0.0124
Epoch  52 Batch  423/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  52 Batch  424/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9652, Loss: 0.0138
Epoch  52 Batch  425/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9652, Loss: 0.0143
Epoch  52 Batch  426/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0209
Epoch  52 Batch  427/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  52 Batch  428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9553, Loss: 0.0145
Epoch  52 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9531, Loss: 0.0101
Epoch  52 Batch  430/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9538, Loss: 0.0148
Epoch  52 Batch  431/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9538, Loss: 0.0137
Epoch  52 Batch  432/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9489, Loss: 0.0175
Epoch  52 Batch  433/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9489, Loss: 0.0220
Epoch  52 Batch  434/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9446, Loss: 0.0124
Epoch  52 Batch  435/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9524, Loss: 0.0207
Epoch  52 Batch  436/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9524, Loss: 0.0177
Epoch  52 Batch  437/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9524, Loss: 0.0168
Epoch  52 Batch  438/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9517, Loss: 0.0128
Epoch  52 Batch  439/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9499, Loss: 0.0187
Epoch  52 Batch  440/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9503, Loss: 0.0183
Epoch  52 Batch  441/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9499, Loss: 0.0176
Epoch  52 Batch  442/1077 - Train Accuracy: 0.9412, Validation Accuracy: 0.9521, Loss: 0.0239
Epoch  52 Batch  443/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9521, Loss: 0.0174
Epoch  52 Batch  444/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9567, Loss: 0.0179
Epoch  52 Batch  445/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9560, Loss: 0.0156
Epoch  52 Batch  446/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9560, Loss: 0.0122
Epoch  52 Batch  447/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9609, Loss: 0.0123
Epoch  52 Batch  448/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0161
Epoch  52 Batch  449/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9563, Loss: 0.0232
Epoch  52 Batch  450/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9563, Loss: 0.0205
Epoch  52 Batch  451/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9563, Loss: 0.0148
Epoch  52 Batch  452/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9545, Loss: 0.0164
Epoch  52 Batch  453/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9556, Loss: 0.0217
Epoch  52 Batch  454/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9553, Loss: 0.0277
Epoch  52 Batch  455/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9616, Loss: 0.0171
Epoch  52 Batch  456/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9624, Loss: 0.0224
Epoch  52 Batch  457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9595, Loss: 0.0131
Epoch  52 Batch  458/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9549, Loss: 0.0212
Epoch  52 Batch  459/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9577, Loss: 0.0163
Epoch  52 Batch  460/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9556, Loss: 0.0172
Epoch  52 Batch  461/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9556, Loss: 0.0181
Epoch  52 Batch  462/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9606, Loss: 0.0170
Epoch  52 Batch  463/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  52 Batch  464/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0174
Epoch  52 Batch  465/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0287
Epoch  52 Batch  466/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  52 Batch  467/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9556, Loss: 0.0146
Epoch  52 Batch  468/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9602, Loss: 0.0122
Epoch  52 Batch  469/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9609, Loss: 0.0114
Epoch  52 Batch  470/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9609, Loss: 0.0157
Epoch  52 Batch  471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0116
Epoch  52 Batch  472/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  52 Batch  473/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0158
Epoch  52 Batch  474/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9638, Loss: 0.0187
Epoch  52 Batch  475/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  52 Batch  476/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  52 Batch  477/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  52 Batch  478/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9553, Loss: 0.0181
Epoch  52 Batch  479/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9652, Loss: 0.0188
Epoch  52 Batch  480/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9588, Loss: 0.0154
Epoch  52 Batch  481/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9538, Loss: 0.0172
Epoch  52 Batch  482/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9535, Loss: 0.0188
Epoch  52 Batch  483/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9482, Loss: 0.0220
Epoch  52 Batch  484/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9485, Loss: 0.0167
Epoch  52 Batch  485/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9492, Loss: 0.0176
Epoch  52 Batch  486/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9499, Loss: 0.0155
Epoch  52 Batch  487/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9524, Loss: 0.0102
Epoch  52 Batch  488/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9478, Loss: 0.0141
Epoch  52 Batch  489/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9478, Loss: 0.0168
Epoch  52 Batch  490/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9521, Loss: 0.0169
Epoch  52 Batch  491/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0216
Epoch  52 Batch  492/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0236
Epoch  52 Batch  493/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9545, Loss: 0.0162
Epoch  52 Batch  494/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9588, Loss: 0.0145
Epoch  52 Batch  495/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0162
Epoch  52 Batch  496/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0143
Epoch  52 Batch  497/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9702, Loss: 0.0232
Epoch  52 Batch  498/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9702, Loss: 0.0207
Epoch  52 Batch  499/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0170
Epoch  52 Batch  500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  52 Batch  501/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0149
Epoch  52 Batch  502/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9581, Loss: 0.0186
Epoch  52 Batch  503/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0134
Epoch  52 Batch  504/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0162
Epoch  52 Batch  505/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9577, Loss: 0.0121
Epoch  52 Batch  506/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9673, Loss: 0.0248
Epoch  52 Batch  507/1077 - Train Accuracy: 0.9340, Validation Accuracy: 0.9631, Loss: 0.0205
Epoch  52 Batch  508/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9634, Loss: 0.0107
Epoch  52 Batch  509/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9684, Loss: 0.0238
Epoch  52 Batch  510/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  52 Batch  511/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9506, Loss: 0.0170
Epoch  52 Batch  512/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9453, Loss: 0.0134
Epoch  52 Batch  513/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9453, Loss: 0.0191
Epoch  52 Batch  514/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  52 Batch  515/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0158
Epoch  52 Batch  516/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0160
Epoch  52 Batch  517/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9577, Loss: 0.0185
Epoch  52 Batch  518/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9673, Loss: 0.0154
Epoch  52 Batch  519/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  52 Batch  520/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9606, Loss: 0.0119
Epoch  52 Batch  521/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  52 Batch  522/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0205
Epoch  52 Batch  523/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0176
Epoch  52 Batch  524/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9556, Loss: 0.0214
Epoch  52 Batch  525/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9560, Loss: 0.0157
Epoch  52 Batch  526/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9624, Loss: 0.0125
Epoch  52 Batch  527/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  52 Batch  528/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  52 Batch  529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0172
Epoch  52 Batch  530/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0203
Epoch  52 Batch  531/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9624, Loss: 0.0190
Epoch  52 Batch  532/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9581, Loss: 0.0244
Epoch  52 Batch  533/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0142
Epoch  52 Batch  534/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9634, Loss: 0.0184
Epoch  52 Batch  535/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0149
Epoch  52 Batch  536/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0197
Epoch  52 Batch  537/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0137
Epoch  52 Batch  538/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9730, Loss: 0.0165
Epoch  52 Batch  539/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9624, Loss: 0.0203
Epoch  52 Batch  540/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0128
Epoch  52 Batch  541/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0180
Epoch  52 Batch  542/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9684, Loss: 0.0155
Epoch  52 Batch  543/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9730, Loss: 0.0129
Epoch  52 Batch  544/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9702, Loss: 0.0107
Epoch  52 Batch  545/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0186
Epoch  52 Batch  546/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9542, Loss: 0.0176
Epoch  52 Batch  547/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9496, Loss: 0.0159
Epoch  52 Batch  548/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9492, Loss: 0.0215
Epoch  52 Batch  549/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0254
Epoch  52 Batch  550/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9570, Loss: 0.0152
Epoch  52 Batch  551/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9595, Loss: 0.0211
Epoch  52 Batch  552/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9499, Loss: 0.0206
Epoch  52 Batch  553/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9467, Loss: 0.0243
Epoch  52 Batch  554/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9513, Loss: 0.0154
Epoch  52 Batch  555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9489, Loss: 0.0123
Epoch  52 Batch  556/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0116
Epoch  52 Batch  557/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9492, Loss: 0.0144
Epoch  52 Batch  558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9499, Loss: 0.0160
Epoch  52 Batch  559/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0178
Epoch  52 Batch  560/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9545, Loss: 0.0191
Epoch  52 Batch  561/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0134
Epoch  52 Batch  562/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9592, Loss: 0.0154
Epoch  52 Batch  563/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9592, Loss: 0.0172
Epoch  52 Batch  564/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9595, Loss: 0.0230
Epoch  52 Batch  565/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0208
Epoch  52 Batch  566/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9567, Loss: 0.0173
Epoch  52 Batch  567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  52 Batch  568/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9563, Loss: 0.0159
Epoch  52 Batch  569/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0211
Epoch  52 Batch  570/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9599, Loss: 0.0201
Epoch  52 Batch  571/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9606, Loss: 0.0135
Epoch  52 Batch  572/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0195
Epoch  52 Batch  573/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0280
Epoch  52 Batch  574/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9616, Loss: 0.0186
Epoch  52 Batch  575/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9716, Loss: 0.0152
Epoch  52 Batch  576/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0161
Epoch  52 Batch  577/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9542, Loss: 0.0159
Epoch  52 Batch  578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  52 Batch  579/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9464, Loss: 0.0155
Epoch  52 Batch  580/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9411, Loss: 0.0140
Epoch  52 Batch  581/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9464, Loss: 0.0126
Epoch  52 Batch  582/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9467, Loss: 0.0119
Epoch  52 Batch  583/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9517, Loss: 0.0291
Epoch  52 Batch  584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9418, Loss: 0.0214
Epoch  52 Batch  585/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0121
Epoch  52 Batch  586/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9553, Loss: 0.0141
Epoch  52 Batch  587/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9553, Loss: 0.0201
Epoch  52 Batch  588/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9606, Loss: 0.0148
Epoch  52 Batch  589/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9634, Loss: 0.0109
Epoch  52 Batch  590/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0146
Epoch  52 Batch  591/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9549, Loss: 0.0146
Epoch  52 Batch  592/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0164
Epoch  52 Batch  593/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9588, Loss: 0.0328
Epoch  52 Batch  594/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0197
Epoch  52 Batch  595/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0132
Epoch  52 Batch  596/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0170
Epoch  52 Batch  597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0127
Epoch  52 Batch  598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  52 Batch  599/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9634, Loss: 0.0228
Epoch  52 Batch  600/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9631, Loss: 0.0199
Epoch  52 Batch  601/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9680, Loss: 0.0189
Epoch  52 Batch  602/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0155
Epoch  52 Batch  603/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9727, Loss: 0.0150
Epoch  52 Batch  604/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9776, Loss: 0.0244
Epoch  52 Batch  605/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9776, Loss: 0.0231
Epoch  52 Batch  606/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9712, Loss: 0.0138
Epoch  52 Batch  607/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9755, Loss: 0.0167
Epoch  52 Batch  608/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9755, Loss: 0.0240
Epoch  52 Batch  609/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9734, Loss: 0.0190
Epoch  52 Batch  610/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9648, Loss: 0.0189
Epoch  52 Batch  611/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  52 Batch  612/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0140
Epoch  52 Batch  613/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9620, Loss: 0.0159
Epoch  52 Batch  614/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9616, Loss: 0.0152
Epoch  52 Batch  615/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0164
Epoch  52 Batch  616/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0144
Epoch  52 Batch  617/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9592, Loss: 0.0140
Epoch  52 Batch  618/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0198
Epoch  52 Batch  619/1077 - Train Accuracy: 0.9474, Validation Accuracy: 0.9613, Loss: 0.0135
Epoch  52 Batch  620/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0135
Epoch  52 Batch  621/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9517, Loss: 0.0187
Epoch  52 Batch  622/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9513, Loss: 0.0214
Epoch  52 Batch  623/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9485, Loss: 0.0242
Epoch  52 Batch  624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9517, Loss: 0.0172
Epoch  52 Batch  625/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0196
Epoch  52 Batch  626/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9609, Loss: 0.0137
Epoch  52 Batch  627/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  52 Batch  628/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0183
Epoch  52 Batch  629/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9602, Loss: 0.0170
Epoch  52 Batch  630/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9609, Loss: 0.0167
Epoch  52 Batch  631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0233
Epoch  52 Batch  632/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0121
Epoch  52 Batch  633/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0154
Epoch  52 Batch  634/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9702, Loss: 0.0148
Epoch  52 Batch  635/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9702, Loss: 0.0190
Epoch  52 Batch  636/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0175
Epoch  52 Batch  637/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0167
Epoch  52 Batch  638/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0150
Epoch  52 Batch  639/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9666, Loss: 0.0212
Epoch  52 Batch  640/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9656, Loss: 0.0158
Epoch  52 Batch  641/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9730, Loss: 0.0186
Epoch  52 Batch  642/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0137
Epoch  52 Batch  643/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9641, Loss: 0.0138
Epoch  52 Batch  644/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9638, Loss: 0.0146
Epoch  52 Batch  645/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0197
Epoch  52 Batch  646/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  52 Batch  647/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0227
Epoch  52 Batch  648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0141
Epoch  52 Batch  649/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9652, Loss: 0.0148
Epoch  52 Batch  650/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9652, Loss: 0.0187
Epoch  52 Batch  651/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  52 Batch  652/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9684, Loss: 0.0177
Epoch  52 Batch  653/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  52 Batch  654/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9670, Loss: 0.0150
Epoch  52 Batch  655/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9620, Loss: 0.0197
Epoch  52 Batch  656/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0194
Epoch  52 Batch  657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  52 Batch  658/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9549, Loss: 0.0129
Epoch  52 Batch  659/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9563, Loss: 0.0126
Epoch  52 Batch  660/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9531, Loss: 0.0153
Epoch  52 Batch  661/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9506, Loss: 0.0137
Epoch  52 Batch  662/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9553, Loss: 0.0140
Epoch  52 Batch  663/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0149
Epoch  52 Batch  664/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  52 Batch  665/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0135
Epoch  52 Batch  666/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9560, Loss: 0.0181
Epoch  52 Batch  667/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9560, Loss: 0.0174
Epoch  52 Batch  668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9560, Loss: 0.0131
Epoch  52 Batch  669/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9563, Loss: 0.0138
Epoch  52 Batch  670/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9563, Loss: 0.0129
Epoch  52 Batch  671/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9560, Loss: 0.0200
Epoch  52 Batch  672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9563, Loss: 0.0151
Epoch  52 Batch  673/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0178
Epoch  52 Batch  674/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  52 Batch  675/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9616, Loss: 0.0199
Epoch  52 Batch  676/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9574, Loss: 0.0163
Epoch  52 Batch  677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0176
Epoch  52 Batch  678/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9624, Loss: 0.0102
Epoch  52 Batch  679/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9599, Loss: 0.0121
Epoch  52 Batch  680/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9549, Loss: 0.0203
Epoch  52 Batch  681/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0194
Epoch  52 Batch  682/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9425, Loss: 0.0138
Epoch  52 Batch  683/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0136
Epoch  52 Batch  684/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9531, Loss: 0.0157
Epoch  52 Batch  685/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9531, Loss: 0.0221
Epoch  52 Batch  686/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0121
Epoch  52 Batch  687/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9531, Loss: 0.0169
Epoch  52 Batch  688/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9556, Loss: 0.0146
Epoch  52 Batch  689/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0090
Epoch  52 Batch  690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9656, Loss: 0.0174
Epoch  52 Batch  691/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9712, Loss: 0.0148
Epoch  52 Batch  692/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9663, Loss: 0.0185
Epoch  52 Batch  693/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9663, Loss: 0.0213
Epoch  52 Batch  694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9616, Loss: 0.0171
Epoch  52 Batch  695/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0204
Epoch  52 Batch  696/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9616, Loss: 0.0153
Epoch  52 Batch  697/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9688, Loss: 0.0166
Epoch  52 Batch  698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0131
Epoch  52 Batch  699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9638, Loss: 0.0108
Epoch  52 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9638, Loss: 0.0145
Epoch  52 Batch  701/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9581, Loss: 0.0156
Epoch  52 Batch  702/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0297
Epoch  52 Batch  703/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9577, Loss: 0.0145
Epoch  52 Batch  704/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9577, Loss: 0.0257
Epoch  52 Batch  705/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  52 Batch  706/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9688, Loss: 0.0341
Epoch  52 Batch  707/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9730, Loss: 0.0163
Epoch  52 Batch  708/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0128
Epoch  52 Batch  709/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9641, Loss: 0.0174
Epoch  52 Batch  710/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0124
Epoch  52 Batch  711/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0187
Epoch  52 Batch  712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0130
Epoch  52 Batch  713/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9538, Loss: 0.0135
Epoch  52 Batch  714/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9482, Loss: 0.0160
Epoch  52 Batch  715/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9460, Loss: 0.0153
Epoch  52 Batch  716/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9425, Loss: 0.0131
Epoch  52 Batch  717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9425, Loss: 0.0104
Epoch  52 Batch  718/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9425, Loss: 0.0166
Epoch  52 Batch  719/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9464, Loss: 0.0181
Epoch  52 Batch  720/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9457, Loss: 0.0173
Epoch  52 Batch  721/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9457, Loss: 0.0132
Epoch  52 Batch  722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0116
Epoch  52 Batch  723/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9496, Loss: 0.0170
Epoch  52 Batch  724/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9499, Loss: 0.0213
Epoch  52 Batch  725/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0128
Epoch  52 Batch  726/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9538, Loss: 0.0103
Epoch  52 Batch  727/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9538, Loss: 0.0135
Epoch  52 Batch  728/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9538, Loss: 0.0150
Epoch  52 Batch  729/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0199
Epoch  52 Batch  730/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0223
Epoch  52 Batch  731/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9553, Loss: 0.0141
Epoch  52 Batch  732/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9574, Loss: 0.0185
Epoch  52 Batch  733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0190
Epoch  52 Batch  734/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9549, Loss: 0.0163
Epoch  52 Batch  735/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0117
Epoch  52 Batch  736/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9609, Loss: 0.0132
Epoch  52 Batch  737/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  52 Batch  738/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9609, Loss: 0.0103
Epoch  52 Batch  739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9560, Loss: 0.0130
Epoch  52 Batch  740/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0100
Epoch  52 Batch  741/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  52 Batch  742/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0142
Epoch  52 Batch  743/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0169
Epoch  52 Batch  744/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9656, Loss: 0.0189
Epoch  52 Batch  745/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0195
Epoch  52 Batch  746/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  52 Batch  747/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9613, Loss: 0.0154
Epoch  52 Batch  748/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0113
Epoch  52 Batch  749/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9599, Loss: 0.0151
Epoch  52 Batch  750/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0152
Epoch  52 Batch  751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0170
Epoch  52 Batch  752/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9659, Loss: 0.0192
Epoch  52 Batch  753/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9631, Loss: 0.0140
Epoch  52 Batch  754/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0184
Epoch  52 Batch  755/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0196
Epoch  52 Batch  756/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0140
Epoch  52 Batch  757/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0150
Epoch  52 Batch  758/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9659, Loss: 0.0119
Epoch  52 Batch  759/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9680, Loss: 0.0211
Epoch  52 Batch  760/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9684, Loss: 0.0177
Epoch  52 Batch  761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9638, Loss: 0.0159
Epoch  52 Batch  762/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9638, Loss: 0.0142
Epoch  52 Batch  763/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0170
Epoch  52 Batch  764/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9638, Loss: 0.0152
Epoch  52 Batch  765/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9638, Loss: 0.0203
Epoch  52 Batch  766/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0176
Epoch  52 Batch  767/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9705, Loss: 0.0206
Epoch  52 Batch  768/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9751, Loss: 0.0160
Epoch  52 Batch  769/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0182
Epoch  52 Batch  770/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9659, Loss: 0.0157
Epoch  52 Batch  771/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9609, Loss: 0.0122
Epoch  52 Batch  772/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9556, Loss: 0.0150
Epoch  52 Batch  773/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9609, Loss: 0.0150
Epoch  52 Batch  774/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9560, Loss: 0.0187
Epoch  52 Batch  775/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9556, Loss: 0.0134
Epoch  52 Batch  776/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  52 Batch  777/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9705, Loss: 0.0122
Epoch  52 Batch  778/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9659, Loss: 0.0174
Epoch  52 Batch  779/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0118
Epoch  52 Batch  780/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0227
Epoch  52 Batch  781/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9631, Loss: 0.0128
Epoch  52 Batch  782/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0150
Epoch  52 Batch  783/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  52 Batch  784/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9627, Loss: 0.0104
Epoch  52 Batch  785/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  52 Batch  786/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0129
Epoch  52 Batch  787/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9606, Loss: 0.0135
Epoch  52 Batch  788/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0175
Epoch  52 Batch  789/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9581, Loss: 0.0169
Epoch  52 Batch  790/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9606, Loss: 0.0213
Epoch  52 Batch  791/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  52 Batch  792/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9549, Loss: 0.0170
Epoch  52 Batch  793/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0187
Epoch  52 Batch  794/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9528, Loss: 0.0145
Epoch  52 Batch  795/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9560, Loss: 0.0215
Epoch  52 Batch  796/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9624, Loss: 0.0160
Epoch  52 Batch  797/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9531, Loss: 0.0147
Epoch  52 Batch  798/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9588, Loss: 0.0139
Epoch  52 Batch  799/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9645, Loss: 0.0225
Epoch  52 Batch  800/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0156
Epoch  52 Batch  801/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9645, Loss: 0.0147
Epoch  52 Batch  802/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0215
Epoch  52 Batch  803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  52 Batch  804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9602, Loss: 0.0094
Epoch  52 Batch  805/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9599, Loss: 0.0138
Epoch  52 Batch  806/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9595, Loss: 0.0181
Epoch  52 Batch  807/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9577, Loss: 0.0112
Epoch  52 Batch  808/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9577, Loss: 0.0278
Epoch  52 Batch  809/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9577, Loss: 0.0309
Epoch  52 Batch  810/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  52 Batch  811/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9570, Loss: 0.0147
Epoch  52 Batch  812/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0137
Epoch  52 Batch  813/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9549, Loss: 0.0141
Epoch  52 Batch  814/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9549, Loss: 0.0176
Epoch  52 Batch  815/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9549, Loss: 0.0178
Epoch  52 Batch  816/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9574, Loss: 0.0130
Epoch  52 Batch  817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0155
Epoch  52 Batch  818/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9616, Loss: 0.0209
Epoch  52 Batch  819/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  52 Batch  820/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9677, Loss: 0.0138
Epoch  52 Batch  821/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9695, Loss: 0.0187
Epoch  52 Batch  822/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9695, Loss: 0.0138
Epoch  52 Batch  823/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9691, Loss: 0.0172
Epoch  52 Batch  824/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9688, Loss: 0.0181
Epoch  52 Batch  825/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9666, Loss: 0.0083
Epoch  52 Batch  826/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9666, Loss: 0.0131
Epoch  52 Batch  827/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  52 Batch  828/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0147
Epoch  52 Batch  829/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9684, Loss: 0.0225
Epoch  52 Batch  830/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9684, Loss: 0.0195
Epoch  52 Batch  831/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0151
Epoch  52 Batch  832/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9684, Loss: 0.0122
Epoch  52 Batch  833/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0164
Epoch  52 Batch  834/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9684, Loss: 0.0190
Epoch  52 Batch  835/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9702, Loss: 0.0175
Epoch  52 Batch  836/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9705, Loss: 0.0141
Epoch  52 Batch  837/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9705, Loss: 0.0203
Epoch  52 Batch  838/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0184
Epoch  52 Batch  839/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0105
Epoch  52 Batch  840/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9645, Loss: 0.0193
Epoch  52 Batch  841/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0263
Epoch  52 Batch  842/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9570, Loss: 0.0122
Epoch  52 Batch  843/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9524, Loss: 0.0106
Epoch  52 Batch  844/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9613, Loss: 0.0148
Epoch  52 Batch  845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9613, Loss: 0.0141
Epoch  52 Batch  846/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9666, Loss: 0.0249
Epoch  52 Batch  847/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0200
Epoch  52 Batch  848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9695, Loss: 0.0164
Epoch  52 Batch  849/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9691, Loss: 0.0094
Epoch  52 Batch  850/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9688, Loss: 0.0250
Epoch  52 Batch  851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9684, Loss: 0.0224
Epoch  52 Batch  852/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0235
Epoch  52 Batch  853/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  52 Batch  854/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0169
Epoch  52 Batch  855/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9727, Loss: 0.0187
Epoch  52 Batch  856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9727, Loss: 0.0158
Epoch  52 Batch  857/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9773, Loss: 0.0112
Epoch  52 Batch  858/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9773, Loss: 0.0086
Epoch  52 Batch  859/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9773, Loss: 0.0150
Epoch  52 Batch  860/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9773, Loss: 0.0193
Epoch  52 Batch  861/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9776, Loss: 0.0111
Epoch  52 Batch  862/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9776, Loss: 0.0199
Epoch  52 Batch  863/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  52 Batch  864/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9631, Loss: 0.0188
Epoch  52 Batch  865/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9620, Loss: 0.0229
Epoch  52 Batch  866/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9641, Loss: 0.0208
Epoch  52 Batch  867/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9645, Loss: 0.0488
Epoch  52 Batch  868/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0225
Epoch  52 Batch  869/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9645, Loss: 0.0138
Epoch  52 Batch  870/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9641, Loss: 0.0140
Epoch  52 Batch  871/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9641, Loss: 0.0169
Epoch  52 Batch  872/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9688, Loss: 0.0160
Epoch  52 Batch  873/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0183
Epoch  52 Batch  874/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9638, Loss: 0.0214
Epoch  52 Batch  875/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0123
Epoch  52 Batch  876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  52 Batch  877/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0131
Epoch  52 Batch  878/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9567, Loss: 0.0101
Epoch  52 Batch  879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9567, Loss: 0.0120
Epoch  52 Batch  880/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  52 Batch  881/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9567, Loss: 0.0167
Epoch  52 Batch  882/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9567, Loss: 0.0172
Epoch  52 Batch  883/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9567, Loss: 0.0211
Epoch  52 Batch  884/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9609, Loss: 0.0188
Epoch  52 Batch  885/1077 - Train Accuracy: 0.9830, Validation Accuracy: 0.9609, Loss: 0.0089
Epoch  52 Batch  886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9613, Loss: 0.0167
Epoch  52 Batch  887/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0226
Epoch  52 Batch  888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  52 Batch  889/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0164
Epoch  52 Batch  890/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  52 Batch  891/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9563, Loss: 0.0119
Epoch  52 Batch  892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  52 Batch  893/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9663, Loss: 0.0142
Epoch  52 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0143
Epoch  52 Batch  895/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0127
Epoch  52 Batch  896/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9513, Loss: 0.0165
Epoch  52 Batch  897/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9513, Loss: 0.0142
Epoch  52 Batch  898/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0170
Epoch  52 Batch  899/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  52 Batch  900/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0188
Epoch  52 Batch  901/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9673, Loss: 0.0282
Epoch  52 Batch  902/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0226
Epoch  52 Batch  903/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9652, Loss: 0.0173
Epoch  52 Batch  904/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9609, Loss: 0.0149
Epoch  52 Batch  905/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0124
Epoch  52 Batch  906/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9613, Loss: 0.0126
Epoch  52 Batch  907/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  52 Batch  908/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  52 Batch  909/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0227
Epoch  52 Batch  910/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9652, Loss: 0.0172
Epoch  52 Batch  911/1077 - Train Accuracy: 0.9755, Validation Accuracy: 0.9702, Loss: 0.0233
Epoch  52 Batch  912/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9748, Loss: 0.0187
Epoch  52 Batch  913/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9748, Loss: 0.0282
Epoch  52 Batch  914/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9748, Loss: 0.0455
Epoch  52 Batch  915/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9705, Loss: 0.0125
Epoch  52 Batch  916/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9695, Loss: 0.0141
Epoch  52 Batch  917/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9719, Loss: 0.0171
Epoch  52 Batch  918/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9670, Loss: 0.0149
Epoch  52 Batch  919/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9670, Loss: 0.0106
Epoch  52 Batch  920/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9670, Loss: 0.0123
Epoch  52 Batch  921/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0162
Epoch  52 Batch  922/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0167
Epoch  52 Batch  923/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9645, Loss: 0.0116
Epoch  52 Batch  924/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9645, Loss: 0.0240
Epoch  52 Batch  925/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0158
Epoch  52 Batch  926/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9641, Loss: 0.0170
Epoch  52 Batch  927/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9666, Loss: 0.0210
Epoch  52 Batch  928/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0198
Epoch  52 Batch  929/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0147
Epoch  52 Batch  930/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9645, Loss: 0.0131
Epoch  52 Batch  931/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9695, Loss: 0.0141
Epoch  52 Batch  932/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0167
Epoch  52 Batch  933/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0157
Epoch  52 Batch  934/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9585, Loss: 0.0125
Epoch  52 Batch  935/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  52 Batch  936/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9684, Loss: 0.0209
Epoch  52 Batch  937/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9627, Loss: 0.0210
Epoch  52 Batch  938/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0226
Epoch  52 Batch  939/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0188
Epoch  52 Batch  940/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0136
Epoch  52 Batch  941/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9734, Loss: 0.0153
Epoch  52 Batch  942/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9684, Loss: 0.0189
Epoch  52 Batch  943/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0124
Epoch  52 Batch  944/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9641, Loss: 0.0141
Epoch  52 Batch  945/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9688, Loss: 0.0095
Epoch  52 Batch  946/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9688, Loss: 0.0114
Epoch  52 Batch  947/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0175
Epoch  52 Batch  948/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0181
Epoch  52 Batch  949/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9666, Loss: 0.0142
Epoch  52 Batch  950/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9620, Loss: 0.0140
Epoch  52 Batch  951/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9641, Loss: 0.0182
Epoch  52 Batch  952/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9645, Loss: 0.0123
Epoch  52 Batch  953/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  52 Batch  954/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9638, Loss: 0.0216
Epoch  52 Batch  955/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0184
Epoch  52 Batch  956/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0155
Epoch  52 Batch  957/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0095
Epoch  52 Batch  958/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0171
Epoch  52 Batch  959/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9592, Loss: 0.0221
Epoch  52 Batch  960/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0145
Epoch  52 Batch  961/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0134
Epoch  52 Batch  962/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0238
Epoch  52 Batch  963/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0217
Epoch  52 Batch  964/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9638, Loss: 0.0132
Epoch  52 Batch  965/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9638, Loss: 0.0274
Epoch  52 Batch  966/1077 - Train Accuracy: 0.9779, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  52 Batch  967/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9560, Loss: 0.0195
Epoch  52 Batch  968/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9609, Loss: 0.0218
Epoch  52 Batch  969/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9727, Loss: 0.0216
Epoch  52 Batch  970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9627, Loss: 0.0178
Epoch  52 Batch  971/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9670, Loss: 0.0242
Epoch  52 Batch  972/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0187
Epoch  52 Batch  973/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0118
Epoch  52 Batch  974/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  52 Batch  975/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9599, Loss: 0.0160
Epoch  52 Batch  976/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9599, Loss: 0.0137
Epoch  52 Batch  977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9616, Loss: 0.0103
Epoch  52 Batch  978/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0194
Epoch  52 Batch  979/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9496, Loss: 0.0137
Epoch  52 Batch  980/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9496, Loss: 0.0192
Epoch  52 Batch  981/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9446, Loss: 0.0243
Epoch  52 Batch  982/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9496, Loss: 0.0158
Epoch  52 Batch  983/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9499, Loss: 0.0167
Epoch  52 Batch  984/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9616, Loss: 0.0244
Epoch  52 Batch  985/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9666, Loss: 0.0128
Epoch  52 Batch  986/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0142
Epoch  52 Batch  987/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9709, Loss: 0.0106
Epoch  52 Batch  988/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0205
Epoch  52 Batch  989/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9680, Loss: 0.0160
Epoch  52 Batch  990/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0194
Epoch  52 Batch  991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9574, Loss: 0.0149
Epoch  52 Batch  992/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9513, Loss: 0.0169
Epoch  52 Batch  993/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0135
Epoch  52 Batch  994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0164
Epoch  52 Batch  995/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9592, Loss: 0.0122
Epoch  52 Batch  996/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0180
Epoch  52 Batch  997/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9592, Loss: 0.0128
Epoch  52 Batch  998/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0156
Epoch  52 Batch  999/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9641, Loss: 0.0193
Epoch  52 Batch 1000/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0186
Epoch  52 Batch 1001/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0131
Epoch  52 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0117
Epoch  52 Batch 1003/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9524, Loss: 0.0173
Epoch  52 Batch 1004/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9474, Loss: 0.0149
Epoch  52 Batch 1005/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9467, Loss: 0.0175
Epoch  52 Batch 1006/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9421, Loss: 0.0136
Epoch  52 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9421, Loss: 0.0100
Epoch  52 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9425, Loss: 0.0184
Epoch  52 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9425, Loss: 0.0112
Epoch  52 Batch 1010/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9453, Loss: 0.0120
Epoch  52 Batch 1011/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9549, Loss: 0.0150
Epoch  52 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9595, Loss: 0.0139
Epoch  52 Batch 1013/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9645, Loss: 0.0083
Epoch  52 Batch 1014/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9624, Loss: 0.0145
Epoch  52 Batch 1015/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9620, Loss: 0.0187
Epoch  52 Batch 1016/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0139
Epoch  52 Batch 1017/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  52 Batch 1018/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9613, Loss: 0.0197
Epoch  52 Batch 1019/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9613, Loss: 0.0209
Epoch  52 Batch 1020/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0134
Epoch  52 Batch 1021/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9492, Loss: 0.0172
Epoch  52 Batch 1022/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0147
Epoch  52 Batch 1023/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9517, Loss: 0.0187
Epoch  52 Batch 1024/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0193
Epoch  52 Batch 1025/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9719, Loss: 0.0183
Epoch  52 Batch 1026/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9698, Loss: 0.0202
Epoch  52 Batch 1027/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0144
Epoch  52 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9702, Loss: 0.0158
Epoch  52 Batch 1029/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9705, Loss: 0.0161
Epoch  52 Batch 1030/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9663, Loss: 0.0139
Epoch  52 Batch 1031/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9663, Loss: 0.0182
Epoch  52 Batch 1032/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9666, Loss: 0.0188
Epoch  52 Batch 1033/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9634, Loss: 0.0168
Epoch  52 Batch 1034/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  52 Batch 1035/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0108
Epoch  52 Batch 1036/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0171
Epoch  52 Batch 1037/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0161
Epoch  52 Batch 1038/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0225
Epoch  52 Batch 1039/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9680, Loss: 0.0148
Epoch  52 Batch 1040/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9680, Loss: 0.0155
Epoch  52 Batch 1041/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0252
Epoch  52 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9627, Loss: 0.0109
Epoch  52 Batch 1043/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0230
Epoch  52 Batch 1044/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9677, Loss: 0.0180
Epoch  52 Batch 1045/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  52 Batch 1046/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0105
Epoch  52 Batch 1047/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0139
Epoch  52 Batch 1048/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0186
Epoch  52 Batch 1049/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  52 Batch 1050/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9535, Loss: 0.0091
Epoch  52 Batch 1051/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9535, Loss: 0.0209
Epoch  52 Batch 1052/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0136
Epoch  52 Batch 1053/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9631, Loss: 0.0189
Epoch  52 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0168
Epoch  52 Batch 1055/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0181
Epoch  52 Batch 1056/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9684, Loss: 0.0126
Epoch  52 Batch 1057/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0155
Epoch  52 Batch 1058/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9680, Loss: 0.0163
Epoch  52 Batch 1059/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9680, Loss: 0.0217
Epoch  52 Batch 1060/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9684, Loss: 0.0126
Epoch  52 Batch 1061/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9680, Loss: 0.0199
Epoch  52 Batch 1062/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9680, Loss: 0.0225
Epoch  52 Batch 1063/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9709, Loss: 0.0261
Epoch  52 Batch 1064/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9755, Loss: 0.0162
Epoch  52 Batch 1065/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9727, Loss: 0.0185
Epoch  52 Batch 1066/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9748, Loss: 0.0138
Epoch  52 Batch 1067/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9727, Loss: 0.0124
Epoch  52 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9702, Loss: 0.0121
Epoch  52 Batch 1069/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9702, Loss: 0.0118
Epoch  52 Batch 1070/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0159
Epoch  52 Batch 1071/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9705, Loss: 0.0187
Epoch  52 Batch 1072/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9705, Loss: 0.0161
Epoch  52 Batch 1073/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9751, Loss: 0.0177
Epoch  52 Batch 1074/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9709, Loss: 0.0185
Epoch  52 Batch 1075/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9709, Loss: 0.0180
Epoch  53 Batch    1/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9709, Loss: 0.0113
Epoch  53 Batch    2/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9709, Loss: 0.0151
Epoch  53 Batch    3/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9709, Loss: 0.0249
Epoch  53 Batch    4/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0162
Epoch  53 Batch    5/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9709, Loss: 0.0228
Epoch  53 Batch    6/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9709, Loss: 0.0115
Epoch  53 Batch    7/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0156
Epoch  53 Batch    8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9705, Loss: 0.0145
Epoch  53 Batch    9/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9705, Loss: 0.0142
Epoch  53 Batch   10/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0166
Epoch  53 Batch   11/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0222
Epoch  53 Batch   12/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0109
Epoch  53 Batch   13/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0220
Epoch  53 Batch   14/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0135
Epoch  53 Batch   15/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9652, Loss: 0.0147
Epoch  53 Batch   16/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9602, Loss: 0.0158
Epoch  53 Batch   17/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9556, Loss: 0.0145
Epoch  53 Batch   18/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9556, Loss: 0.0111
Epoch  53 Batch   19/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0143
Epoch  53 Batch   20/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9656, Loss: 0.0131
Epoch  53 Batch   21/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0186
Epoch  53 Batch   22/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  53 Batch   23/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0113
Epoch  53 Batch   24/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0185
Epoch  53 Batch   25/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9467, Loss: 0.0116
Epoch  53 Batch   26/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9521, Loss: 0.0231
Epoch  53 Batch   27/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9560, Loss: 0.0118
Epoch  53 Batch   28/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9638, Loss: 0.0192
Epoch  53 Batch   29/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9751, Loss: 0.0222
Epoch  53 Batch   30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9751, Loss: 0.0140
Epoch  53 Batch   31/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9727, Loss: 0.0149
Epoch  53 Batch   32/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9705, Loss: 0.0132
Epoch  53 Batch   33/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9648, Loss: 0.0134
Epoch  53 Batch   34/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9670, Loss: 0.0238
Epoch  53 Batch   35/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0208
Epoch  53 Batch   36/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0125
Epoch  53 Batch   37/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0168
Epoch  53 Batch   38/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0230
Epoch  53 Batch   39/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9670, Loss: 0.0210
Epoch  53 Batch   40/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0132
Epoch  53 Batch   41/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0137
Epoch  53 Batch   42/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0249
Epoch  53 Batch   43/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9627, Loss: 0.0085
Epoch  53 Batch   44/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0110
Epoch  53 Batch   45/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9577, Loss: 0.0141
Epoch  53 Batch   46/1077 - Train Accuracy: 0.9507, Validation Accuracy: 0.9560, Loss: 0.0183
Epoch  53 Batch   47/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9602, Loss: 0.0164
Epoch  53 Batch   48/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0228
Epoch  53 Batch   49/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0246
Epoch  53 Batch   50/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9709, Loss: 0.0145
Epoch  53 Batch   51/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9709, Loss: 0.0161
Epoch  53 Batch   52/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0227
Epoch  53 Batch   53/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9570, Loss: 0.0143
Epoch  53 Batch   54/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9549, Loss: 0.0293
Epoch  53 Batch   55/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9549, Loss: 0.0134
Epoch  53 Batch   56/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9549, Loss: 0.0120
Epoch  53 Batch   57/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9496, Loss: 0.0170
Epoch  53 Batch   58/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9567, Loss: 0.0166
Epoch  53 Batch   59/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9478, Loss: 0.0178
Epoch  53 Batch   60/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9503, Loss: 0.0089
Epoch  53 Batch   61/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9499, Loss: 0.0153
Epoch  53 Batch   62/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9485, Loss: 0.0201
Epoch  53 Batch   63/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9489, Loss: 0.0125
Epoch  53 Batch   64/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9535, Loss: 0.0148
Epoch  53 Batch   65/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9560, Loss: 0.0138
Epoch  53 Batch   66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0095
Epoch  53 Batch   67/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9560, Loss: 0.0181
Epoch  53 Batch   68/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9563, Loss: 0.0234
Epoch  53 Batch   69/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0225
Epoch  53 Batch   70/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9570, Loss: 0.0228
Epoch  53 Batch   71/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9570, Loss: 0.0108
Epoch  53 Batch   72/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  53 Batch   73/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  53 Batch   74/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  53 Batch   75/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9606, Loss: 0.0241
Epoch  53 Batch   76/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0153
Epoch  53 Batch   77/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0142
Epoch  53 Batch   78/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0160
Epoch  53 Batch   79/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0114
Epoch  53 Batch   80/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0144
Epoch  53 Batch   81/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0123
Epoch  53 Batch   82/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9634, Loss: 0.0146
Epoch  53 Batch   83/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9588, Loss: 0.0139
Epoch  53 Batch   84/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0181
Epoch  53 Batch   85/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9606, Loss: 0.0127
Epoch  53 Batch   86/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  53 Batch   87/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9538, Loss: 0.0189
Epoch  53 Batch   88/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9634, Loss: 0.0237
Epoch  53 Batch   89/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0158
Epoch  53 Batch   90/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0136
Epoch  53 Batch   91/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0149
Epoch  53 Batch   92/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0148
Epoch  53 Batch   93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0138
Epoch  53 Batch   94/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0156
Epoch  53 Batch   95/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0183
Epoch  53 Batch   96/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9577, Loss: 0.0164
Epoch  53 Batch   97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0193
Epoch  53 Batch   98/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9585, Loss: 0.0233
Epoch  53 Batch   99/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9585, Loss: 0.0132
Epoch  53 Batch  100/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9535, Loss: 0.0127
Epoch  53 Batch  101/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9535, Loss: 0.0132
Epoch  53 Batch  102/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9545, Loss: 0.0112
Epoch  53 Batch  103/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9545, Loss: 0.0205
Epoch  53 Batch  104/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9570, Loss: 0.0194
Epoch  53 Batch  105/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9570, Loss: 0.0140
Epoch  53 Batch  106/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0184
Epoch  53 Batch  107/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9663, Loss: 0.0177
Epoch  53 Batch  108/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9684, Loss: 0.0221
Epoch  53 Batch  109/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  53 Batch  110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0115
Epoch  53 Batch  111/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9705, Loss: 0.0134
Epoch  53 Batch  112/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0110
Epoch  53 Batch  113/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9702, Loss: 0.0211
Epoch  53 Batch  114/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9702, Loss: 0.0135
Epoch  53 Batch  115/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0169
Epoch  53 Batch  116/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9695, Loss: 0.0208
Epoch  53 Batch  117/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0122
Epoch  53 Batch  118/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0140
Epoch  53 Batch  119/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0118
Epoch  53 Batch  120/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0180
Epoch  53 Batch  121/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9698, Loss: 0.0210
Epoch  53 Batch  122/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9698, Loss: 0.0153
Epoch  53 Batch  123/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9751, Loss: 0.0124
Epoch  53 Batch  124/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0222
Epoch  53 Batch  125/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9705, Loss: 0.0248
Epoch  53 Batch  126/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0153
Epoch  53 Batch  127/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9641, Loss: 0.0163
Epoch  53 Batch  128/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9641, Loss: 0.0141
Epoch  53 Batch  129/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9641, Loss: 0.0158
Epoch  53 Batch  130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9567, Loss: 0.0142
Epoch  53 Batch  131/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  53 Batch  132/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0128
Epoch  53 Batch  133/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9542, Loss: 0.0113
Epoch  53 Batch  134/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9567, Loss: 0.0126
Epoch  53 Batch  135/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9624, Loss: 0.0159
Epoch  53 Batch  136/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9528, Loss: 0.0113
Epoch  53 Batch  137/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9535, Loss: 0.0140
Epoch  53 Batch  138/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9641, Loss: 0.0164
Epoch  53 Batch  139/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9741, Loss: 0.0139
Epoch  53 Batch  140/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9741, Loss: 0.0140
Epoch  53 Batch  141/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9648, Loss: 0.0136
Epoch  53 Batch  142/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9648, Loss: 0.0170
Epoch  53 Batch  143/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  53 Batch  144/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9691, Loss: 0.0187
Epoch  53 Batch  145/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  53 Batch  146/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9670, Loss: 0.0503
Epoch  53 Batch  147/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9670, Loss: 0.0147
Epoch  53 Batch  148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0220
Epoch  53 Batch  149/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0120
Epoch  53 Batch  150/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0163
Epoch  53 Batch  151/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9691, Loss: 0.0101
Epoch  53 Batch  152/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0219
Epoch  53 Batch  153/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9602, Loss: 0.0244
Epoch  53 Batch  154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9602, Loss: 0.0125
Epoch  53 Batch  155/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9556, Loss: 0.0115
Epoch  53 Batch  156/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0118
Epoch  53 Batch  157/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9563, Loss: 0.0120
Epoch  53 Batch  158/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9513, Loss: 0.0154
Epoch  53 Batch  159/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9563, Loss: 0.0154
Epoch  53 Batch  160/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9563, Loss: 0.0112
Epoch  53 Batch  161/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9513, Loss: 0.0094
Epoch  53 Batch  162/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9513, Loss: 0.0144
Epoch  53 Batch  163/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9492, Loss: 0.0206
Epoch  53 Batch  164/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9489, Loss: 0.0131
Epoch  53 Batch  165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9496, Loss: 0.0234
Epoch  53 Batch  166/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0166
Epoch  53 Batch  167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9659, Loss: 0.0149
Epoch  53 Batch  168/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9659, Loss: 0.0249
Epoch  53 Batch  169/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  53 Batch  170/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9702, Loss: 0.0191
Epoch  53 Batch  171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9702, Loss: 0.0150
Epoch  53 Batch  172/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9702, Loss: 0.0145
Epoch  53 Batch  173/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  53 Batch  174/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0130
Epoch  53 Batch  175/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0192
Epoch  53 Batch  176/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0167
Epoch  53 Batch  177/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9638, Loss: 0.0128
Epoch  53 Batch  178/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9638, Loss: 0.0151
Epoch  53 Batch  179/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  53 Batch  180/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9680, Loss: 0.0113
Epoch  53 Batch  181/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0188
Epoch  53 Batch  182/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9680, Loss: 0.0226
Epoch  53 Batch  183/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9723, Loss: 0.0154
Epoch  53 Batch  184/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0173
Epoch  53 Batch  185/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0194
Epoch  53 Batch  186/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9695, Loss: 0.0168
Epoch  53 Batch  187/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9631, Loss: 0.0103
Epoch  53 Batch  188/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  53 Batch  189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0128
Epoch  53 Batch  190/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9531, Loss: 0.0143
Epoch  53 Batch  191/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9581, Loss: 0.0126
Epoch  53 Batch  192/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9581, Loss: 0.0123
Epoch  53 Batch  193/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9585, Loss: 0.0146
Epoch  53 Batch  194/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9613, Loss: 0.0105
Epoch  53 Batch  195/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  53 Batch  196/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0125
Epoch  53 Batch  197/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9588, Loss: 0.0194
Epoch  53 Batch  198/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0188
Epoch  53 Batch  199/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0122
Epoch  53 Batch  200/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0154
Epoch  53 Batch  201/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9638, Loss: 0.0156
Epoch  53 Batch  202/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9638, Loss: 0.0121
Epoch  53 Batch  203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9709, Loss: 0.0174
Epoch  53 Batch  204/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9709, Loss: 0.0297
Epoch  53 Batch  205/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9709, Loss: 0.0213
Epoch  53 Batch  206/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0128
Epoch  53 Batch  207/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  53 Batch  208/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9709, Loss: 0.0148
Epoch  53 Batch  209/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0116
Epoch  53 Batch  210/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9606, Loss: 0.0164
Epoch  53 Batch  211/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0107
Epoch  53 Batch  212/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9723, Loss: 0.0133
Epoch  53 Batch  213/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9723, Loss: 0.0120
Epoch  53 Batch  214/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9698, Loss: 0.0141
Epoch  53 Batch  215/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9645, Loss: 0.0177
Epoch  53 Batch  216/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9698, Loss: 0.0160
Epoch  53 Batch  217/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9698, Loss: 0.0102
Epoch  53 Batch  218/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9727, Loss: 0.0180
Epoch  53 Batch  219/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9648, Loss: 0.0114
Epoch  53 Batch  220/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0157
Epoch  53 Batch  221/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9656, Loss: 0.0163
Epoch  53 Batch  222/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0176
Epoch  53 Batch  223/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9666, Loss: 0.0159
Epoch  53 Batch  224/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0152
Epoch  53 Batch  225/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9666, Loss: 0.0196
Epoch  53 Batch  226/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0164
Epoch  53 Batch  227/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0198
Epoch  53 Batch  228/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9663, Loss: 0.0127
Epoch  53 Batch  229/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0153
Epoch  53 Batch  230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0135
Epoch  53 Batch  231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0167
Epoch  53 Batch  232/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9656, Loss: 0.0144
Epoch  53 Batch  233/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0208
Epoch  53 Batch  234/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0116
Epoch  53 Batch  235/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9648, Loss: 0.0196
Epoch  53 Batch  236/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9645, Loss: 0.0134
Epoch  53 Batch  237/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0160
Epoch  53 Batch  238/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  53 Batch  239/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9563, Loss: 0.0099
Epoch  53 Batch  240/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9563, Loss: 0.0115
Epoch  53 Batch  241/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9567, Loss: 0.0101
Epoch  53 Batch  242/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9627, Loss: 0.0132
Epoch  53 Batch  243/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9670, Loss: 0.0206
Epoch  53 Batch  244/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9670, Loss: 0.0152
Epoch  53 Batch  245/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9670, Loss: 0.0141
Epoch  53 Batch  246/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  53 Batch  247/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0154
Epoch  53 Batch  248/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0139
Epoch  53 Batch  249/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9723, Loss: 0.0160
Epoch  53 Batch  250/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9723, Loss: 0.0193
Epoch  53 Batch  251/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0207
Epoch  53 Batch  252/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0178
Epoch  53 Batch  253/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9680, Loss: 0.0184
Epoch  53 Batch  254/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9730, Loss: 0.0215
Epoch  53 Batch  255/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9783, Loss: 0.0129
Epoch  53 Batch  256/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0285
Epoch  53 Batch  257/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0122
Epoch  53 Batch  258/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0124
Epoch  53 Batch  259/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0152
Epoch  53 Batch  260/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9748, Loss: 0.0126
Epoch  53 Batch  261/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9748, Loss: 0.0152
Epoch  53 Batch  262/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9748, Loss: 0.0164
Epoch  53 Batch  263/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9727, Loss: 0.0117
Epoch  53 Batch  264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9780, Loss: 0.0123
Epoch  53 Batch  265/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9780, Loss: 0.0138
Epoch  53 Batch  266/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9755, Loss: 0.0181
Epoch  53 Batch  267/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9759, Loss: 0.0113
Epoch  53 Batch  268/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9762, Loss: 0.0201
Epoch  53 Batch  269/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9719, Loss: 0.0163
Epoch  53 Batch  270/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9762, Loss: 0.0217
Epoch  53 Batch  271/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0146
Epoch  53 Batch  272/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9577, Loss: 0.0374
Epoch  53 Batch  273/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9577, Loss: 0.0132
Epoch  53 Batch  274/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9577, Loss: 0.0169
Epoch  53 Batch  275/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9595, Loss: 0.0139
Epoch  53 Batch  276/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9595, Loss: 0.0225
Epoch  53 Batch  277/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0116
Epoch  53 Batch  278/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0205
Epoch  53 Batch  279/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0165
Epoch  53 Batch  280/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9574, Loss: 0.0210
Epoch  53 Batch  281/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0170
Epoch  53 Batch  282/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  53 Batch  283/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0172
Epoch  53 Batch  284/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0132
Epoch  53 Batch  285/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9652, Loss: 0.0186
Epoch  53 Batch  286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9652, Loss: 0.0170
Epoch  53 Batch  287/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0237
Epoch  53 Batch  288/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9673, Loss: 0.0209
Epoch  53 Batch  289/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0118
Epoch  53 Batch  290/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0315
Epoch  53 Batch  291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9684, Loss: 0.0238
Epoch  53 Batch  292/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9624, Loss: 0.0154
Epoch  53 Batch  293/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0108
Epoch  53 Batch  294/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  53 Batch  295/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0142
Epoch  53 Batch  296/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0149
Epoch  53 Batch  297/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9620, Loss: 0.0191
Epoch  53 Batch  298/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  53 Batch  299/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9688, Loss: 0.0176
Epoch  53 Batch  300/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9684, Loss: 0.0104
Epoch  53 Batch  301/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0130
Epoch  53 Batch  302/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9680, Loss: 0.0182
Epoch  53 Batch  303/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0219
Epoch  53 Batch  304/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0166
Epoch  53 Batch  305/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0138
Epoch  53 Batch  306/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0269
Epoch  53 Batch  307/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9563, Loss: 0.0194
Epoch  53 Batch  308/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9563, Loss: 0.0190
Epoch  53 Batch  309/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9673, Loss: 0.0164
Epoch  53 Batch  310/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9652, Loss: 0.0145
Epoch  53 Batch  311/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9627, Loss: 0.0135
Epoch  53 Batch  312/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9719, Loss: 0.0199
Epoch  53 Batch  313/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9719, Loss: 0.0117
Epoch  53 Batch  314/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9719, Loss: 0.0217
Epoch  53 Batch  315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9656, Loss: 0.0154
Epoch  53 Batch  316/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9656, Loss: 0.0154
Epoch  53 Batch  317/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  53 Batch  318/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9613, Loss: 0.0100
Epoch  53 Batch  319/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9613, Loss: 0.0198
Epoch  53 Batch  320/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0262
Epoch  53 Batch  321/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0134
Epoch  53 Batch  322/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  53 Batch  323/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0186
Epoch  53 Batch  324/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9606, Loss: 0.0156
Epoch  53 Batch  325/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0189
Epoch  53 Batch  326/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0142
Epoch  53 Batch  327/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0206
Epoch  53 Batch  328/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0165
Epoch  53 Batch  329/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9542, Loss: 0.0160
Epoch  53 Batch  330/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  53 Batch  331/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9545, Loss: 0.0156
Epoch  53 Batch  332/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9499, Loss: 0.0121
Epoch  53 Batch  333/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9499, Loss: 0.0146
Epoch  53 Batch  334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9609, Loss: 0.0122
Epoch  53 Batch  335/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9613, Loss: 0.0166
Epoch  53 Batch  336/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0503
Epoch  53 Batch  337/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0180
Epoch  53 Batch  338/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9616, Loss: 0.0246
Epoch  53 Batch  339/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9616, Loss: 0.0085
Epoch  53 Batch  340/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9656, Loss: 0.0137
Epoch  53 Batch  341/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9652, Loss: 0.0231
Epoch  53 Batch  342/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0097
Epoch  53 Batch  343/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9602, Loss: 0.0179
Epoch  53 Batch  344/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9652, Loss: 0.0158
Epoch  53 Batch  345/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9656, Loss: 0.0134
Epoch  53 Batch  346/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9705, Loss: 0.0150
Epoch  53 Batch  347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9616, Loss: 0.0107
Epoch  53 Batch  348/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9567, Loss: 0.0105
Epoch  53 Batch  349/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9570, Loss: 0.0135
Epoch  53 Batch  350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0141
Epoch  53 Batch  351/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9474, Loss: 0.0159
Epoch  53 Batch  352/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9421, Loss: 0.0121
Epoch  53 Batch  353/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9421, Loss: 0.0184
Epoch  53 Batch  354/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9432, Loss: 0.0198
Epoch  53 Batch  355/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0159
Epoch  53 Batch  356/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9542, Loss: 0.0151
Epoch  53 Batch  357/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9567, Loss: 0.0158
Epoch  53 Batch  358/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9535, Loss: 0.0213
Epoch  53 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9496, Loss: 0.0159
Epoch  53 Batch  360/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9531, Loss: 0.0142
Epoch  53 Batch  361/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9577, Loss: 0.0098
Epoch  53 Batch  362/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9535, Loss: 0.0183
Epoch  53 Batch  363/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9538, Loss: 0.0175
Epoch  53 Batch  364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9560, Loss: 0.0231
Epoch  53 Batch  365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9556, Loss: 0.0091
Epoch  53 Batch  366/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9489, Loss: 0.0119
Epoch  53 Batch  367/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9489, Loss: 0.0097
Epoch  53 Batch  368/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9489, Loss: 0.0157
Epoch  53 Batch  369/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0159
Epoch  53 Batch  370/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9485, Loss: 0.0159
Epoch  53 Batch  371/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9517, Loss: 0.0112
Epoch  53 Batch  372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9517, Loss: 0.0128
Epoch  53 Batch  373/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0101
Epoch  53 Batch  374/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0169
Epoch  53 Batch  375/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9517, Loss: 0.0175
Epoch  53 Batch  376/1077 - Train Accuracy: 0.9616, Validation Accuracy: 0.9517, Loss: 0.0189
Epoch  53 Batch  377/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9517, Loss: 0.0133
Epoch  53 Batch  378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0128
Epoch  53 Batch  379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0173
Epoch  53 Batch  380/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  53 Batch  381/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0169
Epoch  53 Batch  382/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9570, Loss: 0.0238
Epoch  53 Batch  383/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0162
Epoch  53 Batch  384/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  53 Batch  385/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9556, Loss: 0.0122
Epoch  53 Batch  386/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9663, Loss: 0.0139
Epoch  53 Batch  387/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0131
Epoch  53 Batch  388/1077 - Train Accuracy: 0.9408, Validation Accuracy: 0.9663, Loss: 0.0257
Epoch  53 Batch  389/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0189
Epoch  53 Batch  390/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9638, Loss: 0.0241
Epoch  53 Batch  391/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9684, Loss: 0.0165
Epoch  53 Batch  392/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0253
Epoch  53 Batch  393/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9698, Loss: 0.0172
Epoch  53 Batch  394/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0158
Epoch  53 Batch  395/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9741, Loss: 0.0144
Epoch  53 Batch  396/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9677, Loss: 0.0185
Epoch  53 Batch  397/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0182
Epoch  53 Batch  398/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  53 Batch  399/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  53 Batch  400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  53 Batch  401/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9581, Loss: 0.0112
Epoch  53 Batch  402/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0135
Epoch  53 Batch  403/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0275
Epoch  53 Batch  404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9609, Loss: 0.0174
Epoch  53 Batch  405/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9585, Loss: 0.0204
Epoch  53 Batch  406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  53 Batch  407/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0166
Epoch  53 Batch  408/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9616, Loss: 0.0215
Epoch  53 Batch  409/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0166
Epoch  53 Batch  410/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9613, Loss: 0.0305
Epoch  53 Batch  411/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  53 Batch  412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9563, Loss: 0.0135
Epoch  53 Batch  413/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9563, Loss: 0.0142
Epoch  53 Batch  414/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9556, Loss: 0.0128
Epoch  53 Batch  415/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9556, Loss: 0.0220
Epoch  53 Batch  416/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  53 Batch  417/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0270
Epoch  53 Batch  418/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9620, Loss: 0.0146
Epoch  53 Batch  419/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9528, Loss: 0.0165
Epoch  53 Batch  420/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9556, Loss: 0.0109
Epoch  53 Batch  421/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9521, Loss: 0.0229
Epoch  53 Batch  422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  53 Batch  423/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9581, Loss: 0.0225
Epoch  53 Batch  424/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9624, Loss: 0.0145
Epoch  53 Batch  425/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9563, Loss: 0.0093
Epoch  53 Batch  426/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9556, Loss: 0.0190
Epoch  53 Batch  427/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9549, Loss: 0.0168
Epoch  53 Batch  428/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0141
Epoch  53 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0099
Epoch  53 Batch  430/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0139
Epoch  53 Batch  431/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9556, Loss: 0.0134
Epoch  53 Batch  432/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0153
Epoch  53 Batch  433/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  53 Batch  434/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9563, Loss: 0.0152
Epoch  53 Batch  435/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9563, Loss: 0.0183
Epoch  53 Batch  436/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9517, Loss: 0.0144
Epoch  53 Batch  437/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9513, Loss: 0.0110
Epoch  53 Batch  438/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0138
Epoch  53 Batch  439/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9492, Loss: 0.0154
Epoch  53 Batch  440/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9478, Loss: 0.0182
Epoch  53 Batch  441/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9478, Loss: 0.0156
Epoch  53 Batch  442/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9478, Loss: 0.0232
Epoch  53 Batch  443/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9531, Loss: 0.0140
Epoch  53 Batch  444/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0170
Epoch  53 Batch  445/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9545, Loss: 0.0152
Epoch  53 Batch  446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9542, Loss: 0.0111
Epoch  53 Batch  447/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9499, Loss: 0.0099
Epoch  53 Batch  448/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0174
Epoch  53 Batch  449/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9467, Loss: 0.0209
Epoch  53 Batch  450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9517, Loss: 0.0197
Epoch  53 Batch  451/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9517, Loss: 0.0148
Epoch  53 Batch  452/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9560, Loss: 0.0151
Epoch  53 Batch  453/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0229
Epoch  53 Batch  454/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9588, Loss: 0.0286
Epoch  53 Batch  455/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9545, Loss: 0.0166
Epoch  53 Batch  456/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9545, Loss: 0.0201
Epoch  53 Batch  457/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9542, Loss: 0.0118
Epoch  53 Batch  458/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0208
Epoch  53 Batch  459/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  53 Batch  460/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0187
Epoch  53 Batch  461/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0141
Epoch  53 Batch  462/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9581, Loss: 0.0174
Epoch  53 Batch  463/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0148
Epoch  53 Batch  464/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0164
Epoch  53 Batch  465/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9585, Loss: 0.0229
Epoch  53 Batch  466/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0140
Epoch  53 Batch  467/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  53 Batch  468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9684, Loss: 0.0139
Epoch  53 Batch  469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9684, Loss: 0.0127
Epoch  53 Batch  470/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9684, Loss: 0.0161
Epoch  53 Batch  471/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0100
Epoch  53 Batch  472/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9684, Loss: 0.0157
Epoch  53 Batch  473/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0143
Epoch  53 Batch  474/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9680, Loss: 0.0181
Epoch  53 Batch  475/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9616, Loss: 0.0152
Epoch  53 Batch  476/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9563, Loss: 0.0121
Epoch  53 Batch  477/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9538, Loss: 0.0184
Epoch  53 Batch  478/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9538, Loss: 0.0156
Epoch  53 Batch  479/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  53 Batch  480/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9634, Loss: 0.0131
Epoch  53 Batch  481/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9638, Loss: 0.0178
Epoch  53 Batch  482/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9638, Loss: 0.0145
Epoch  53 Batch  483/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9638, Loss: 0.0190
Epoch  53 Batch  484/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9595, Loss: 0.0188
Epoch  53 Batch  485/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9545, Loss: 0.0138
Epoch  53 Batch  486/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9545, Loss: 0.0128
Epoch  53 Batch  487/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0164
Epoch  53 Batch  488/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9599, Loss: 0.0139
Epoch  53 Batch  489/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9595, Loss: 0.0157
Epoch  53 Batch  490/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9595, Loss: 0.0171
Epoch  53 Batch  491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9595, Loss: 0.0234
Epoch  53 Batch  492/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9595, Loss: 0.0210
Epoch  53 Batch  493/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0108
Epoch  53 Batch  494/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9599, Loss: 0.0135
Epoch  53 Batch  495/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0176
Epoch  53 Batch  496/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0158
Epoch  53 Batch  497/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0146
Epoch  53 Batch  498/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0203
Epoch  53 Batch  499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9684, Loss: 0.0151
Epoch  53 Batch  500/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  53 Batch  501/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  53 Batch  502/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  53 Batch  503/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9673, Loss: 0.0114
Epoch  53 Batch  504/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9673, Loss: 0.0141
Epoch  53 Batch  505/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0110
Epoch  53 Batch  506/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0227
Epoch  53 Batch  507/1077 - Train Accuracy: 0.9344, Validation Accuracy: 0.9673, Loss: 0.0207
Epoch  53 Batch  508/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9585, Loss: 0.0100
Epoch  53 Batch  509/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0226
Epoch  53 Batch  510/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0112
Epoch  53 Batch  511/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9528, Loss: 0.0162
Epoch  53 Batch  512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9524, Loss: 0.0101
Epoch  53 Batch  513/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0154
Epoch  53 Batch  514/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0141
Epoch  53 Batch  515/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0143
Epoch  53 Batch  516/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9538, Loss: 0.0163
Epoch  53 Batch  517/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9524, Loss: 0.0175
Epoch  53 Batch  518/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9574, Loss: 0.0142
Epoch  53 Batch  519/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  53 Batch  520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9513, Loss: 0.0100
Epoch  53 Batch  521/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9467, Loss: 0.0170
Epoch  53 Batch  522/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9567, Loss: 0.0219
Epoch  53 Batch  523/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  53 Batch  524/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  53 Batch  525/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0155
Epoch  53 Batch  526/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0127
Epoch  53 Batch  527/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9616, Loss: 0.0149
Epoch  53 Batch  528/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  53 Batch  529/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  53 Batch  530/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0198
Epoch  53 Batch  531/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0181
Epoch  53 Batch  532/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9613, Loss: 0.0213
Epoch  53 Batch  533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9613, Loss: 0.0160
Epoch  53 Batch  534/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9609, Loss: 0.0210
Epoch  53 Batch  535/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9705, Loss: 0.0142
Epoch  53 Batch  536/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9638, Loss: 0.0187
Epoch  53 Batch  537/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0157
Epoch  53 Batch  538/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9616, Loss: 0.0141
Epoch  53 Batch  539/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9620, Loss: 0.0214
Epoch  53 Batch  540/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0097
Epoch  53 Batch  541/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9606, Loss: 0.0178
Epoch  53 Batch  542/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9631, Loss: 0.0207
Epoch  53 Batch  543/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0126
Epoch  53 Batch  544/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0102
Epoch  53 Batch  545/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9599, Loss: 0.0168
Epoch  53 Batch  546/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0181
Epoch  53 Batch  547/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0158
Epoch  53 Batch  548/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  53 Batch  549/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9553, Loss: 0.0174
Epoch  53 Batch  550/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9553, Loss: 0.0192
Epoch  53 Batch  551/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9496, Loss: 0.0226
Epoch  53 Batch  552/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9496, Loss: 0.0192
Epoch  53 Batch  553/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9496, Loss: 0.0245
Epoch  53 Batch  554/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9496, Loss: 0.0144
Epoch  53 Batch  555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0150
Epoch  53 Batch  556/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9496, Loss: 0.0103
Epoch  53 Batch  557/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9492, Loss: 0.0150
Epoch  53 Batch  558/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0122
Epoch  53 Batch  559/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0161
Epoch  53 Batch  560/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9560, Loss: 0.0167
Epoch  53 Batch  561/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  53 Batch  562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9609, Loss: 0.0146
Epoch  53 Batch  563/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9727, Loss: 0.0184
Epoch  53 Batch  564/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9727, Loss: 0.0252
Epoch  53 Batch  565/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9723, Loss: 0.0236
Epoch  53 Batch  566/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9670, Loss: 0.0176
Epoch  53 Batch  567/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9698, Loss: 0.0166
Epoch  53 Batch  568/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9698, Loss: 0.0138
Epoch  53 Batch  569/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0194
Epoch  53 Batch  570/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9677, Loss: 0.0222
Epoch  53 Batch  571/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9677, Loss: 0.0108
Epoch  53 Batch  572/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  53 Batch  573/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0273
Epoch  53 Batch  574/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9595, Loss: 0.0181
Epoch  53 Batch  575/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9599, Loss: 0.0123
Epoch  53 Batch  576/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9656, Loss: 0.0132
Epoch  53 Batch  577/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9656, Loss: 0.0156
Epoch  53 Batch  578/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0137
Epoch  53 Batch  579/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9563, Loss: 0.0158
Epoch  53 Batch  580/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9510, Loss: 0.0117
Epoch  53 Batch  581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0117
Epoch  53 Batch  582/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9542, Loss: 0.0128
Epoch  53 Batch  583/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9492, Loss: 0.0147
Epoch  53 Batch  584/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9542, Loss: 0.0194
Epoch  53 Batch  585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9542, Loss: 0.0102
Epoch  53 Batch  586/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0132
Epoch  53 Batch  587/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  53 Batch  588/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9585, Loss: 0.0126
Epoch  53 Batch  589/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9648, Loss: 0.0107
Epoch  53 Batch  590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  53 Batch  591/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  53 Batch  592/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  53 Batch  593/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9588, Loss: 0.0288
Epoch  53 Batch  594/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9592, Loss: 0.0173
Epoch  53 Batch  595/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9641, Loss: 0.0162
Epoch  53 Batch  596/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9705, Loss: 0.0175
Epoch  53 Batch  597/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9705, Loss: 0.0120
Epoch  53 Batch  598/1077 - Train Accuracy: 0.9546, Validation Accuracy: 0.9705, Loss: 0.0181
Epoch  53 Batch  599/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9680, Loss: 0.0251
Epoch  53 Batch  600/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9727, Loss: 0.0162
Epoch  53 Batch  601/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9730, Loss: 0.0169
Epoch  53 Batch  602/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9727, Loss: 0.0174
Epoch  53 Batch  603/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9727, Loss: 0.0169
Epoch  53 Batch  604/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9727, Loss: 0.0261
Epoch  53 Batch  605/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9727, Loss: 0.0221
Epoch  53 Batch  606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9684, Loss: 0.0129
Epoch  53 Batch  607/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9734, Loss: 0.0227
Epoch  53 Batch  608/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9734, Loss: 0.0223
Epoch  53 Batch  609/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0188
Epoch  53 Batch  610/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9744, Loss: 0.0209
Epoch  53 Batch  611/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  53 Batch  612/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9627, Loss: 0.0139
Epoch  53 Batch  613/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  53 Batch  614/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9656, Loss: 0.0155
Epoch  53 Batch  615/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  53 Batch  616/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0143
Epoch  53 Batch  617/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0168
Epoch  53 Batch  618/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0191
Epoch  53 Batch  619/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9588, Loss: 0.0134
Epoch  53 Batch  620/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0169
Epoch  53 Batch  621/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9535, Loss: 0.0206
Epoch  53 Batch  622/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9531, Loss: 0.0188
Epoch  53 Batch  623/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9524, Loss: 0.0207
Epoch  53 Batch  624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9524, Loss: 0.0191
Epoch  53 Batch  625/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9524, Loss: 0.0162
Epoch  53 Batch  626/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9531, Loss: 0.0158
Epoch  53 Batch  627/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9531, Loss: 0.0153
Epoch  53 Batch  628/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9482, Loss: 0.0213
Epoch  53 Batch  629/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9538, Loss: 0.0150
Epoch  53 Batch  630/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9602, Loss: 0.0150
Epoch  53 Batch  631/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9602, Loss: 0.0195
Epoch  53 Batch  632/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9634, Loss: 0.0119
Epoch  53 Batch  633/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  53 Batch  634/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9684, Loss: 0.0127
Epoch  53 Batch  635/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9734, Loss: 0.0208
Epoch  53 Batch  636/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0131
Epoch  53 Batch  637/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9734, Loss: 0.0189
Epoch  53 Batch  638/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9734, Loss: 0.0145
Epoch  53 Batch  639/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9734, Loss: 0.0232
Epoch  53 Batch  640/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9734, Loss: 0.0173
Epoch  53 Batch  641/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9755, Loss: 0.0162
Epoch  53 Batch  642/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9755, Loss: 0.0126
Epoch  53 Batch  643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9759, Loss: 0.0099
Epoch  53 Batch  644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9759, Loss: 0.0126
Epoch  53 Batch  645/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9759, Loss: 0.0198
Epoch  53 Batch  646/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9709, Loss: 0.0130
Epoch  53 Batch  647/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9705, Loss: 0.0163
Epoch  53 Batch  648/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0133
Epoch  53 Batch  649/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9684, Loss: 0.0146
Epoch  53 Batch  650/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0129
Epoch  53 Batch  651/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0152
Epoch  53 Batch  652/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0161
Epoch  53 Batch  653/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0241
Epoch  53 Batch  654/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  53 Batch  655/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9627, Loss: 0.0154
Epoch  53 Batch  656/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9602, Loss: 0.0186
Epoch  53 Batch  657/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9560, Loss: 0.0180
Epoch  53 Batch  658/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9609, Loss: 0.0110
Epoch  53 Batch  659/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9613, Loss: 0.0129
Epoch  53 Batch  660/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9613, Loss: 0.0132
Epoch  53 Batch  661/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9563, Loss: 0.0153
Epoch  53 Batch  662/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0147
Epoch  53 Batch  663/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9538, Loss: 0.0129
Epoch  53 Batch  664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9581, Loss: 0.0201
Epoch  53 Batch  665/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0107
Epoch  53 Batch  666/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9563, Loss: 0.0171
Epoch  53 Batch  667/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0227
Epoch  53 Batch  668/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0144
Epoch  53 Batch  669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9563, Loss: 0.0113
Epoch  53 Batch  670/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9563, Loss: 0.0131
Epoch  53 Batch  671/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9613, Loss: 0.0167
Epoch  53 Batch  672/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  53 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  53 Batch  674/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9616, Loss: 0.0163
Epoch  53 Batch  675/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9613, Loss: 0.0196
Epoch  53 Batch  676/1077 - Train Accuracy: 0.9515, Validation Accuracy: 0.9613, Loss: 0.0162
Epoch  53 Batch  677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0160
Epoch  53 Batch  678/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9592, Loss: 0.0109
Epoch  53 Batch  679/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9595, Loss: 0.0092
Epoch  53 Batch  680/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9595, Loss: 0.0198
Epoch  53 Batch  681/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9616, Loss: 0.0159
Epoch  53 Batch  682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0148
Epoch  53 Batch  683/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9577, Loss: 0.0142
Epoch  53 Batch  684/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0147
Epoch  53 Batch  685/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0254
Epoch  53 Batch  686/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9634, Loss: 0.0138
Epoch  53 Batch  687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0160
Epoch  53 Batch  688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0138
Epoch  53 Batch  689/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9698, Loss: 0.0106
Epoch  53 Batch  690/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9691, Loss: 0.0181
Epoch  53 Batch  691/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9695, Loss: 0.0149
Epoch  53 Batch  692/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9641, Loss: 0.0174
Epoch  53 Batch  693/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0206
Epoch  53 Batch  694/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9645, Loss: 0.0127
Epoch  53 Batch  695/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0166
Epoch  53 Batch  696/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9698, Loss: 0.0123
Epoch  53 Batch  697/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9698, Loss: 0.0183
Epoch  53 Batch  698/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9656, Loss: 0.0110
Epoch  53 Batch  699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9606, Loss: 0.0138
Epoch  53 Batch  700/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9620, Loss: 0.0166
Epoch  53 Batch  701/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  53 Batch  702/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  53 Batch  703/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9574, Loss: 0.0152
Epoch  53 Batch  704/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9574, Loss: 0.0248
Epoch  53 Batch  705/1077 - Train Accuracy: 0.9478, Validation Accuracy: 0.9670, Loss: 0.0232
Epoch  53 Batch  706/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9719, Loss: 0.0363
Epoch  53 Batch  707/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0187
Epoch  53 Batch  708/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  53 Batch  709/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9560, Loss: 0.0162
Epoch  53 Batch  710/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0079
Epoch  53 Batch  711/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9560, Loss: 0.0205
Epoch  53 Batch  712/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0172
Epoch  53 Batch  713/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9567, Loss: 0.0160
Epoch  53 Batch  714/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  53 Batch  715/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9521, Loss: 0.0193
Epoch  53 Batch  716/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0155
Epoch  53 Batch  717/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9606, Loss: 0.0088
Epoch  53 Batch  718/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9513, Loss: 0.0168
Epoch  53 Batch  719/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9513, Loss: 0.0179
Epoch  53 Batch  720/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9457, Loss: 0.0172
Epoch  53 Batch  721/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9506, Loss: 0.0148
Epoch  53 Batch  722/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9606, Loss: 0.0114
Epoch  53 Batch  723/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9574, Loss: 0.0148
Epoch  53 Batch  724/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9563, Loss: 0.0179
Epoch  53 Batch  725/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9563, Loss: 0.0162
Epoch  53 Batch  726/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0108
Epoch  53 Batch  727/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  53 Batch  728/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9581, Loss: 0.0207
Epoch  53 Batch  729/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0218
Epoch  53 Batch  730/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  53 Batch  731/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9609, Loss: 0.0129
Epoch  53 Batch  732/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9588, Loss: 0.0182
Epoch  53 Batch  733/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9542, Loss: 0.0193
Epoch  53 Batch  734/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9609, Loss: 0.0164
Epoch  53 Batch  735/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0110
Epoch  53 Batch  736/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9545, Loss: 0.0126
Epoch  53 Batch  737/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9560, Loss: 0.0162
Epoch  53 Batch  738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9560, Loss: 0.0096
Epoch  53 Batch  739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9563, Loss: 0.0119
Epoch  53 Batch  740/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9581, Loss: 0.0149
Epoch  53 Batch  741/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0205
Epoch  53 Batch  742/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0137
Epoch  53 Batch  743/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9606, Loss: 0.0151
Epoch  53 Batch  744/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9609, Loss: 0.0172
Epoch  53 Batch  745/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0205
Epoch  53 Batch  746/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0136
Epoch  53 Batch  747/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0191
Epoch  53 Batch  748/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0135
Epoch  53 Batch  749/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9563, Loss: 0.0108
Epoch  53 Batch  750/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0144
Epoch  53 Batch  751/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0161
Epoch  53 Batch  752/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9581, Loss: 0.0180
Epoch  53 Batch  753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9471, Loss: 0.0159
Epoch  53 Batch  754/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9553, Loss: 0.0152
Epoch  53 Batch  755/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9506, Loss: 0.0172
Epoch  53 Batch  756/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0143
Epoch  53 Batch  757/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0168
Epoch  53 Batch  758/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0108
Epoch  53 Batch  759/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9659, Loss: 0.0199
Epoch  53 Batch  760/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0170
Epoch  53 Batch  761/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9616, Loss: 0.0175
Epoch  53 Batch  762/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9616, Loss: 0.0125
Epoch  53 Batch  763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9620, Loss: 0.0169
Epoch  53 Batch  764/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9528, Loss: 0.0170
Epoch  53 Batch  765/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9528, Loss: 0.0229
Epoch  53 Batch  766/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9588, Loss: 0.0192
Epoch  53 Batch  767/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9677, Loss: 0.0208
Epoch  53 Batch  768/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9677, Loss: 0.0179
Epoch  53 Batch  769/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0204
Epoch  53 Batch  770/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9531, Loss: 0.0138
Epoch  53 Batch  771/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9485, Loss: 0.0132
Epoch  53 Batch  772/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9439, Loss: 0.0171
Epoch  53 Batch  773/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9439, Loss: 0.0140
Epoch  53 Batch  774/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9489, Loss: 0.0129
Epoch  53 Batch  775/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9439, Loss: 0.0137
Epoch  53 Batch  776/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9396, Loss: 0.0174
Epoch  53 Batch  777/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9471, Loss: 0.0130
Epoch  53 Batch  778/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9577, Loss: 0.0187
Epoch  53 Batch  779/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9556, Loss: 0.0143
Epoch  53 Batch  780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9560, Loss: 0.0222
Epoch  53 Batch  781/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9560, Loss: 0.0127
Epoch  53 Batch  782/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  53 Batch  783/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9510, Loss: 0.0188
Epoch  53 Batch  784/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9510, Loss: 0.0107
Epoch  53 Batch  785/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9510, Loss: 0.0113
Epoch  53 Batch  786/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9510, Loss: 0.0156
Epoch  53 Batch  787/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9503, Loss: 0.0127
Epoch  53 Batch  788/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9599, Loss: 0.0136
Epoch  53 Batch  789/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9648, Loss: 0.0167
Epoch  53 Batch  790/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0188
Epoch  53 Batch  791/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9595, Loss: 0.0196
Epoch  53 Batch  792/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  53 Batch  793/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  53 Batch  794/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9563, Loss: 0.0100
Epoch  53 Batch  795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9563, Loss: 0.0181
Epoch  53 Batch  796/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  53 Batch  797/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9666, Loss: 0.0165
Epoch  53 Batch  798/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9719, Loss: 0.0152
Epoch  53 Batch  799/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9719, Loss: 0.0237
Epoch  53 Batch  800/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9656, Loss: 0.0113
Epoch  53 Batch  801/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0121
Epoch  53 Batch  802/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9592, Loss: 0.0217
Epoch  53 Batch  803/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9542, Loss: 0.0131
Epoch  53 Batch  804/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0105
Epoch  53 Batch  805/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  53 Batch  806/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0134
Epoch  53 Batch  807/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9545, Loss: 0.0111
Epoch  53 Batch  808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9492, Loss: 0.0252
Epoch  53 Batch  809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9492, Loss: 0.0292
Epoch  53 Batch  810/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0144
Epoch  53 Batch  811/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9492, Loss: 0.0185
Epoch  53 Batch  812/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9496, Loss: 0.0164
Epoch  53 Batch  813/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9492, Loss: 0.0193
Epoch  53 Batch  814/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9545, Loss: 0.0158
Epoch  53 Batch  815/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9513, Loss: 0.0230
Epoch  53 Batch  816/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9627, Loss: 0.0109
Epoch  53 Batch  817/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0168
Epoch  53 Batch  818/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9641, Loss: 0.0217
Epoch  53 Batch  819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9641, Loss: 0.0196
Epoch  53 Batch  820/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9638, Loss: 0.0140
Epoch  53 Batch  821/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0156
Epoch  53 Batch  822/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9489, Loss: 0.0120
Epoch  53 Batch  823/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0198
Epoch  53 Batch  824/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9567, Loss: 0.0158
Epoch  53 Batch  825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9513, Loss: 0.0096
Epoch  53 Batch  826/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9521, Loss: 0.0104
Epoch  53 Batch  827/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9521, Loss: 0.0193
Epoch  53 Batch  828/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0129
Epoch  53 Batch  829/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9570, Loss: 0.0255
Epoch  53 Batch  830/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9570, Loss: 0.0200
Epoch  53 Batch  831/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0152
Epoch  53 Batch  832/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9567, Loss: 0.0126
Epoch  53 Batch  833/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9560, Loss: 0.0182
Epoch  53 Batch  834/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9609, Loss: 0.0184
Epoch  53 Batch  835/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9606, Loss: 0.0144
Epoch  53 Batch  836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9638, Loss: 0.0117
Epoch  53 Batch  837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9641, Loss: 0.0238
Epoch  53 Batch  838/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9645, Loss: 0.0184
Epoch  53 Batch  839/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9648, Loss: 0.0111
Epoch  53 Batch  840/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9648, Loss: 0.0175
Epoch  53 Batch  841/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9648, Loss: 0.0332
Epoch  53 Batch  842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9599, Loss: 0.0141
Epoch  53 Batch  843/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9599, Loss: 0.0120
Epoch  53 Batch  844/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9599, Loss: 0.0186
Epoch  53 Batch  845/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0128
Epoch  53 Batch  846/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9652, Loss: 0.0229
Epoch  53 Batch  847/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9716, Loss: 0.0182
Epoch  53 Batch  848/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9666, Loss: 0.0163
Epoch  53 Batch  849/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0086
Epoch  53 Batch  850/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0228
Epoch  53 Batch  851/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9638, Loss: 0.0230
Epoch  53 Batch  852/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9606, Loss: 0.0204
Epoch  53 Batch  853/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9606, Loss: 0.0186
Epoch  53 Batch  854/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9556, Loss: 0.0171
Epoch  53 Batch  855/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9634, Loss: 0.0183
Epoch  53 Batch  856/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9695, Loss: 0.0143
Epoch  53 Batch  857/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9691, Loss: 0.0121
Epoch  53 Batch  858/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9688, Loss: 0.0109
Epoch  53 Batch  859/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0149
Epoch  53 Batch  860/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  53 Batch  861/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0152
Epoch  53 Batch  862/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9553, Loss: 0.0171
Epoch  53 Batch  863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  53 Batch  864/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0160
Epoch  53 Batch  865/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9581, Loss: 0.0157
Epoch  53 Batch  866/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0222
Epoch  53 Batch  867/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9581, Loss: 0.0523
Epoch  53 Batch  868/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0213
Epoch  53 Batch  869/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0138
Epoch  53 Batch  870/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  53 Batch  871/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0147
Epoch  53 Batch  872/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9645, Loss: 0.0167
Epoch  53 Batch  873/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9645, Loss: 0.0174
Epoch  53 Batch  874/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9677, Loss: 0.0196
Epoch  53 Batch  875/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0138
Epoch  53 Batch  876/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0126
Epoch  53 Batch  877/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0125
Epoch  53 Batch  878/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0107
Epoch  53 Batch  879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9656, Loss: 0.0092
Epoch  53 Batch  880/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  53 Batch  881/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9656, Loss: 0.0145
Epoch  53 Batch  882/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0142
Epoch  53 Batch  883/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9656, Loss: 0.0185
Epoch  53 Batch  884/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9659, Loss: 0.0174
Epoch  53 Batch  885/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9659, Loss: 0.0100
Epoch  53 Batch  886/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0143
Epoch  53 Batch  887/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0192
Epoch  53 Batch  888/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9613, Loss: 0.0194
Epoch  53 Batch  889/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9581, Loss: 0.0157
Epoch  53 Batch  890/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9535, Loss: 0.0202
Epoch  53 Batch  891/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9535, Loss: 0.0136
Epoch  53 Batch  892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9535, Loss: 0.0133
Epoch  53 Batch  893/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0144
Epoch  53 Batch  894/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0127
Epoch  53 Batch  895/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9531, Loss: 0.0143
Epoch  53 Batch  896/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9482, Loss: 0.0164
Epoch  53 Batch  897/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9482, Loss: 0.0120
Epoch  53 Batch  898/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9528, Loss: 0.0179
Epoch  53 Batch  899/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0186
Epoch  53 Batch  900/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0195
Epoch  53 Batch  901/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9592, Loss: 0.0258
Epoch  53 Batch  902/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9592, Loss: 0.0184
Epoch  53 Batch  903/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9691, Loss: 0.0172
Epoch  53 Batch  904/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9688, Loss: 0.0138
Epoch  53 Batch  905/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9719, Loss: 0.0119
Epoch  53 Batch  906/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9688, Loss: 0.0105
Epoch  53 Batch  907/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  53 Batch  908/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0136
Epoch  53 Batch  909/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0197
Epoch  53 Batch  910/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9652, Loss: 0.0179
Epoch  53 Batch  911/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0175
Epoch  53 Batch  912/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0159
Epoch  53 Batch  913/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9652, Loss: 0.0220
Epoch  53 Batch  914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0513
Epoch  53 Batch  915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9695, Loss: 0.0119
Epoch  53 Batch  916/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0147
Epoch  53 Batch  917/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9716, Loss: 0.0171
Epoch  53 Batch  918/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9716, Loss: 0.0121
Epoch  53 Batch  919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9716, Loss: 0.0134
Epoch  53 Batch  920/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9695, Loss: 0.0102
Epoch  53 Batch  921/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0177
Epoch  53 Batch  922/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9695, Loss: 0.0174
Epoch  53 Batch  923/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9581, Loss: 0.0117
Epoch  53 Batch  924/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9581, Loss: 0.0229
Epoch  53 Batch  925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0122
Epoch  53 Batch  926/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  53 Batch  927/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0257
Epoch  53 Batch  928/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0144
Epoch  53 Batch  929/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9592, Loss: 0.0130
Epoch  53 Batch  930/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0116
Epoch  53 Batch  931/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9599, Loss: 0.0132
Epoch  53 Batch  932/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0126
Epoch  53 Batch  933/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  53 Batch  934/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0126
Epoch  53 Batch  935/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0116
Epoch  53 Batch  936/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0175
Epoch  53 Batch  937/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9680, Loss: 0.0226
Epoch  53 Batch  938/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9730, Loss: 0.0200
Epoch  53 Batch  939/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0193
Epoch  53 Batch  940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  53 Batch  941/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9684, Loss: 0.0138
Epoch  53 Batch  942/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9688, Loss: 0.0211
Epoch  53 Batch  943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9592, Loss: 0.0117
Epoch  53 Batch  944/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9570, Loss: 0.0138
Epoch  53 Batch  945/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9570, Loss: 0.0097
Epoch  53 Batch  946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9570, Loss: 0.0117
Epoch  53 Batch  947/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9570, Loss: 0.0136
Epoch  53 Batch  948/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9549, Loss: 0.0158
Epoch  53 Batch  949/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9549, Loss: 0.0160
Epoch  53 Batch  950/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9599, Loss: 0.0149
Epoch  53 Batch  951/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9602, Loss: 0.0182
Epoch  53 Batch  952/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9624, Loss: 0.0105
Epoch  53 Batch  953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  53 Batch  954/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9691, Loss: 0.0242
Epoch  53 Batch  955/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0163
Epoch  53 Batch  956/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0151
Epoch  53 Batch  957/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9688, Loss: 0.0135
Epoch  53 Batch  958/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9588, Loss: 0.0161
Epoch  53 Batch  959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0182
Epoch  53 Batch  960/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9588, Loss: 0.0143
Epoch  53 Batch  961/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9588, Loss: 0.0133
Epoch  53 Batch  962/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9588, Loss: 0.0239
Epoch  53 Batch  963/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9585, Loss: 0.0227
Epoch  53 Batch  964/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9727, Loss: 0.0126
Epoch  53 Batch  965/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9684, Loss: 0.0292
Epoch  53 Batch  966/1077 - Train Accuracy: 0.9834, Validation Accuracy: 0.9734, Loss: 0.0139
Epoch  53 Batch  967/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9734, Loss: 0.0199
Epoch  53 Batch  968/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9776, Loss: 0.0188
Epoch  53 Batch  969/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9727, Loss: 0.0251
Epoch  53 Batch  970/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  53 Batch  971/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9727, Loss: 0.0214
Epoch  53 Batch  972/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9723, Loss: 0.0148
Epoch  53 Batch  973/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0117
Epoch  53 Batch  974/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9723, Loss: 0.0152
Epoch  53 Batch  975/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9748, Loss: 0.0144
Epoch  53 Batch  976/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9684, Loss: 0.0126
Epoch  53 Batch  977/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9638, Loss: 0.0091
Epoch  53 Batch  978/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0185
Epoch  53 Batch  979/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9542, Loss: 0.0144
Epoch  53 Batch  980/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0156
Epoch  53 Batch  981/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9524, Loss: 0.0236
Epoch  53 Batch  982/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9521, Loss: 0.0177
Epoch  53 Batch  983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9471, Loss: 0.0142
Epoch  53 Batch  984/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0207
Epoch  53 Batch  985/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9521, Loss: 0.0141
Epoch  53 Batch  986/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9645, Loss: 0.0169
Epoch  53 Batch  987/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9645, Loss: 0.0124
Epoch  53 Batch  988/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0183
Epoch  53 Batch  989/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9563, Loss: 0.0182
Epoch  53 Batch  990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9467, Loss: 0.0167
Epoch  53 Batch  991/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9460, Loss: 0.0147
Epoch  53 Batch  992/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9510, Loss: 0.0177
Epoch  53 Batch  993/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  53 Batch  994/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0145
Epoch  53 Batch  995/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9634, Loss: 0.0120
Epoch  53 Batch  996/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  53 Batch  997/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9585, Loss: 0.0173
Epoch  53 Batch  998/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9581, Loss: 0.0164
Epoch  53 Batch  999/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  53 Batch 1000/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9581, Loss: 0.0160
Epoch  53 Batch 1001/1077 - Train Accuracy: 0.9783, Validation Accuracy: 0.9556, Loss: 0.0133
Epoch  53 Batch 1002/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0108
Epoch  53 Batch 1003/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9506, Loss: 0.0168
Epoch  53 Batch 1004/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9407, Loss: 0.0149
Epoch  53 Batch 1005/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9407, Loss: 0.0208
Epoch  53 Batch 1006/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9407, Loss: 0.0147
Epoch  53 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9407, Loss: 0.0102
Epoch  53 Batch 1008/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9457, Loss: 0.0178
Epoch  53 Batch 1009/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  53 Batch 1010/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9613, Loss: 0.0123
Epoch  53 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0132
Epoch  53 Batch 1012/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9549, Loss: 0.0128
Epoch  53 Batch 1013/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0106
Epoch  53 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9560, Loss: 0.0133
Epoch  53 Batch 1015/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9560, Loss: 0.0206
Epoch  53 Batch 1016/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9538, Loss: 0.0132
Epoch  53 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9577, Loss: 0.0142
Epoch  53 Batch 1018/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9560, Loss: 0.0202
Epoch  53 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9556, Loss: 0.0238
Epoch  53 Batch 1020/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9354, Loss: 0.0133
Epoch  53 Batch 1021/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9265, Loss: 0.0140
Epoch  53 Batch 1022/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9261, Loss: 0.0140
Epoch  53 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9261, Loss: 0.0201
Epoch  53 Batch 1024/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9368, Loss: 0.0256
Epoch  53 Batch 1025/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9606, Loss: 0.0169
Epoch  53 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9670, Loss: 0.0188
Epoch  53 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9670, Loss: 0.0131
Epoch  53 Batch 1028/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0161
Epoch  53 Batch 1029/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0168
Epoch  53 Batch 1030/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9624, Loss: 0.0121
Epoch  53 Batch 1031/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9624, Loss: 0.0195
Epoch  53 Batch 1032/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9624, Loss: 0.0186
Epoch  53 Batch 1033/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0168
Epoch  53 Batch 1034/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9645, Loss: 0.0142
Epoch  53 Batch 1035/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0129
Epoch  53 Batch 1036/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9670, Loss: 0.0170
Epoch  53 Batch 1037/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0170
Epoch  53 Batch 1038/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0223
Epoch  53 Batch 1039/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  53 Batch 1040/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9563, Loss: 0.0186
Epoch  53 Batch 1041/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0255
Epoch  53 Batch 1042/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9620, Loss: 0.0114
Epoch  53 Batch 1043/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0182
Epoch  53 Batch 1044/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9624, Loss: 0.0165
Epoch  53 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0161
Epoch  53 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9670, Loss: 0.0133
Epoch  53 Batch 1047/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9670, Loss: 0.0128
Epoch  53 Batch 1048/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9606, Loss: 0.0209
Epoch  53 Batch 1049/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9553, Loss: 0.0167
Epoch  53 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9553, Loss: 0.0083
Epoch  53 Batch 1051/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9545, Loss: 0.0196
Epoch  53 Batch 1052/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0134
Epoch  53 Batch 1053/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0208
Epoch  53 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0189
Epoch  53 Batch 1055/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0220
Epoch  53 Batch 1056/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9641, Loss: 0.0129
Epoch  53 Batch 1057/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9613, Loss: 0.0161
Epoch  53 Batch 1058/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9616, Loss: 0.0192
Epoch  53 Batch 1059/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9574, Loss: 0.0187
Epoch  53 Batch 1060/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9577, Loss: 0.0120
Epoch  53 Batch 1061/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0183
Epoch  53 Batch 1062/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9574, Loss: 0.0177
Epoch  53 Batch 1063/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9577, Loss: 0.0242
Epoch  53 Batch 1064/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9702, Loss: 0.0192
Epoch  53 Batch 1065/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0160
Epoch  53 Batch 1066/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0113
Epoch  53 Batch 1067/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0133
Epoch  53 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9624, Loss: 0.0098
Epoch  53 Batch 1069/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9627, Loss: 0.0111
Epoch  53 Batch 1070/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  53 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  53 Batch 1072/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9659, Loss: 0.0136
Epoch  53 Batch 1073/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0193
Epoch  53 Batch 1074/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9616, Loss: 0.0212
Epoch  53 Batch 1075/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9663, Loss: 0.0185
Epoch  54 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9659, Loss: 0.0110
Epoch  54 Batch    2/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9659, Loss: 0.0141
Epoch  54 Batch    3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9659, Loss: 0.0211
Epoch  54 Batch    4/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0134
Epoch  54 Batch    5/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0196
Epoch  54 Batch    6/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0103
Epoch  54 Batch    7/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9656, Loss: 0.0138
Epoch  54 Batch    8/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  54 Batch    9/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0149
Epoch  54 Batch   10/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9652, Loss: 0.0183
Epoch  54 Batch   11/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9673, Loss: 0.0211
Epoch  54 Batch   12/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0112
Epoch  54 Batch   13/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0201
Epoch  54 Batch   14/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0131
Epoch  54 Batch   15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9670, Loss: 0.0123
Epoch  54 Batch   16/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9670, Loss: 0.0164
Epoch  54 Batch   17/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9723, Loss: 0.0158
Epoch  54 Batch   18/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  54 Batch   19/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0149
Epoch  54 Batch   20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9705, Loss: 0.0121
Epoch  54 Batch   21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9705, Loss: 0.0158
Epoch  54 Batch   22/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9702, Loss: 0.0148
Epoch  54 Batch   23/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0149
Epoch  54 Batch   24/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9609, Loss: 0.0195
Epoch  54 Batch   25/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9563, Loss: 0.0092
Epoch  54 Batch   26/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9609, Loss: 0.0202
Epoch  54 Batch   27/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0123
Epoch  54 Batch   28/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  54 Batch   29/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9751, Loss: 0.0162
Epoch  54 Batch   30/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0102
Epoch  54 Batch   31/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0160
Epoch  54 Batch   32/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0125
Epoch  54 Batch   33/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9624, Loss: 0.0102
Epoch  54 Batch   34/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0186
Epoch  54 Batch   35/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0185
Epoch  54 Batch   36/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0151
Epoch  54 Batch   37/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0182
Epoch  54 Batch   38/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9634, Loss: 0.0216
Epoch  54 Batch   39/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9638, Loss: 0.0174
Epoch  54 Batch   40/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9691, Loss: 0.0137
Epoch  54 Batch   41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0138
Epoch  54 Batch   42/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0212
Epoch  54 Batch   43/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0081
Epoch  54 Batch   44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9581, Loss: 0.0117
Epoch  54 Batch   45/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9581, Loss: 0.0162
Epoch  54 Batch   46/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9652, Loss: 0.0213
Epoch  54 Batch   47/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0136
Epoch  54 Batch   48/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0194
Epoch  54 Batch   49/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9656, Loss: 0.0239
Epoch  54 Batch   50/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9709, Loss: 0.0152
Epoch  54 Batch   51/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0147
Epoch  54 Batch   52/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0214
Epoch  54 Batch   53/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9616, Loss: 0.0156
Epoch  54 Batch   54/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0293
Epoch  54 Batch   55/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9666, Loss: 0.0160
Epoch  54 Batch   56/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9666, Loss: 0.0098
Epoch  54 Batch   57/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0207
Epoch  54 Batch   58/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0147
Epoch  54 Batch   59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9592, Loss: 0.0214
Epoch  54 Batch   60/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9560, Loss: 0.0096
Epoch  54 Batch   61/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9560, Loss: 0.0154
Epoch  54 Batch   62/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9560, Loss: 0.0188
Epoch  54 Batch   63/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9513, Loss: 0.0140
Epoch  54 Batch   64/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9563, Loss: 0.0128
Epoch  54 Batch   65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0147
Epoch  54 Batch   66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9645, Loss: 0.0077
Epoch  54 Batch   67/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  54 Batch   68/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9645, Loss: 0.0216
Epoch  54 Batch   69/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9645, Loss: 0.0216
Epoch  54 Batch   70/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9645, Loss: 0.0220
Epoch  54 Batch   71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9670, Loss: 0.0087
Epoch  54 Batch   72/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9670, Loss: 0.0166
Epoch  54 Batch   73/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9670, Loss: 0.0137
Epoch  54 Batch   74/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9666, Loss: 0.0173
Epoch  54 Batch   75/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0216
Epoch  54 Batch   76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9613, Loss: 0.0120
Epoch  54 Batch   77/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9563, Loss: 0.0130
Epoch  54 Batch   78/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9560, Loss: 0.0209
Epoch  54 Batch   79/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0135
Epoch  54 Batch   80/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  54 Batch   81/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9641, Loss: 0.0125
Epoch  54 Batch   82/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9666, Loss: 0.0132
Epoch  54 Batch   83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9663, Loss: 0.0124
Epoch  54 Batch   84/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0146
Epoch  54 Batch   85/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0127
Epoch  54 Batch   86/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  54 Batch   87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9634, Loss: 0.0180
Epoch  54 Batch   88/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0168
Epoch  54 Batch   89/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9592, Loss: 0.0146
Epoch  54 Batch   90/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9528, Loss: 0.0144
Epoch  54 Batch   91/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9570, Loss: 0.0148
Epoch  54 Batch   92/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9627, Loss: 0.0160
Epoch  54 Batch   93/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9627, Loss: 0.0142
Epoch  54 Batch   94/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  54 Batch   95/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  54 Batch   96/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0175
Epoch  54 Batch   97/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0201
Epoch  54 Batch   98/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9677, Loss: 0.0205
Epoch  54 Batch   99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0131
Epoch  54 Batch  100/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0116
Epoch  54 Batch  101/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9599, Loss: 0.0144
Epoch  54 Batch  102/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9663, Loss: 0.0103
Epoch  54 Batch  103/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0177
Epoch  54 Batch  104/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9663, Loss: 0.0163
Epoch  54 Batch  105/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9709, Loss: 0.0148
Epoch  54 Batch  106/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9709, Loss: 0.0159
Epoch  54 Batch  107/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9613, Loss: 0.0182
Epoch  54 Batch  108/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9613, Loss: 0.0253
Epoch  54 Batch  109/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9663, Loss: 0.0145
Epoch  54 Batch  110/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9716, Loss: 0.0133
Epoch  54 Batch  111/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9712, Loss: 0.0121
Epoch  54 Batch  112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9712, Loss: 0.0120
Epoch  54 Batch  113/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9659, Loss: 0.0208
Epoch  54 Batch  114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9705, Loss: 0.0133
Epoch  54 Batch  115/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9705, Loss: 0.0188
Epoch  54 Batch  116/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9705, Loss: 0.0276
Epoch  54 Batch  117/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0146
Epoch  54 Batch  118/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9698, Loss: 0.0126
Epoch  54 Batch  119/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9698, Loss: 0.0099
Epoch  54 Batch  120/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9702, Loss: 0.0154
Epoch  54 Batch  121/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9705, Loss: 0.0190
Epoch  54 Batch  122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9759, Loss: 0.0154
Epoch  54 Batch  123/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9759, Loss: 0.0097
Epoch  54 Batch  124/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9712, Loss: 0.0181
Epoch  54 Batch  125/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9645, Loss: 0.0231
Epoch  54 Batch  126/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9645, Loss: 0.0147
Epoch  54 Batch  127/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9645, Loss: 0.0174
Epoch  54 Batch  128/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  54 Batch  129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0187
Epoch  54 Batch  130/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9652, Loss: 0.0122
Epoch  54 Batch  131/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9606, Loss: 0.0133
Epoch  54 Batch  132/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0138
Epoch  54 Batch  133/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9556, Loss: 0.0115
Epoch  54 Batch  134/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9506, Loss: 0.0162
Epoch  54 Batch  135/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9556, Loss: 0.0173
Epoch  54 Batch  136/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9560, Loss: 0.0142
Epoch  54 Batch  137/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0169
Epoch  54 Batch  138/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9538, Loss: 0.0162
Epoch  54 Batch  139/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9538, Loss: 0.0145
Epoch  54 Batch  140/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9556, Loss: 0.0136
Epoch  54 Batch  141/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9556, Loss: 0.0140
Epoch  54 Batch  142/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9553, Loss: 0.0145
Epoch  54 Batch  143/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0151
Epoch  54 Batch  144/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9506, Loss: 0.0206
Epoch  54 Batch  145/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9560, Loss: 0.0200
Epoch  54 Batch  146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9560, Loss: 0.0549
Epoch  54 Batch  147/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  54 Batch  148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0191
Epoch  54 Batch  149/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0124
Epoch  54 Batch  150/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9592, Loss: 0.0169
Epoch  54 Batch  151/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9588, Loss: 0.0131
Epoch  54 Batch  152/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9588, Loss: 0.0199
Epoch  54 Batch  153/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0283
Epoch  54 Batch  154/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9442, Loss: 0.0131
Epoch  54 Batch  155/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9496, Loss: 0.0134
Epoch  54 Batch  156/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9492, Loss: 0.0134
Epoch  54 Batch  157/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9446, Loss: 0.0102
Epoch  54 Batch  158/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9446, Loss: 0.0168
Epoch  54 Batch  159/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9556, Loss: 0.0156
Epoch  54 Batch  160/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9599, Loss: 0.0139
Epoch  54 Batch  161/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0112
Epoch  54 Batch  162/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  54 Batch  163/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9581, Loss: 0.0218
Epoch  54 Batch  164/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0140
Epoch  54 Batch  165/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9695, Loss: 0.0203
Epoch  54 Batch  166/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  54 Batch  167/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9599, Loss: 0.0103
Epoch  54 Batch  168/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9599, Loss: 0.0273
Epoch  54 Batch  169/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9549, Loss: 0.0189
Epoch  54 Batch  170/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9581, Loss: 0.0179
Epoch  54 Batch  171/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9602, Loss: 0.0154
Epoch  54 Batch  172/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  54 Batch  173/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9677, Loss: 0.0158
Epoch  54 Batch  174/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9677, Loss: 0.0083
Epoch  54 Batch  175/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0222
Epoch  54 Batch  176/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9684, Loss: 0.0186
Epoch  54 Batch  177/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9734, Loss: 0.0127
Epoch  54 Batch  178/1077 - Train Accuracy: 0.9371, Validation Accuracy: 0.9656, Loss: 0.0182
Epoch  54 Batch  179/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9656, Loss: 0.0187
Epoch  54 Batch  180/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0117
Epoch  54 Batch  181/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  54 Batch  182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9656, Loss: 0.0199
Epoch  54 Batch  183/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  54 Batch  184/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0188
Epoch  54 Batch  185/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9666, Loss: 0.0193
Epoch  54 Batch  186/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9666, Loss: 0.0178
Epoch  54 Batch  187/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  54 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0154
Epoch  54 Batch  189/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9556, Loss: 0.0115
Epoch  54 Batch  190/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0103
Epoch  54 Batch  191/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9553, Loss: 0.0136
Epoch  54 Batch  192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  54 Batch  193/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9531, Loss: 0.0108
Epoch  54 Batch  194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9531, Loss: 0.0113
Epoch  54 Batch  195/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9556, Loss: 0.0158
Epoch  54 Batch  196/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0097
Epoch  54 Batch  197/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  54 Batch  198/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9609, Loss: 0.0174
Epoch  54 Batch  199/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0122
Epoch  54 Batch  200/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9659, Loss: 0.0165
Epoch  54 Batch  201/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0134
Epoch  54 Batch  202/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9723, Loss: 0.0121
Epoch  54 Batch  203/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  54 Batch  204/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9627, Loss: 0.0326
Epoch  54 Batch  205/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9631, Loss: 0.0218
Epoch  54 Batch  206/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0123
Epoch  54 Batch  207/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0144
Epoch  54 Batch  208/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9751, Loss: 0.0132
Epoch  54 Batch  209/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9719, Loss: 0.0119
Epoch  54 Batch  210/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9727, Loss: 0.0151
Epoch  54 Batch  211/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0101
Epoch  54 Batch  212/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9730, Loss: 0.0127
Epoch  54 Batch  213/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0131
Epoch  54 Batch  214/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9606, Loss: 0.0143
Epoch  54 Batch  215/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0180
Epoch  54 Batch  216/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9652, Loss: 0.0134
Epoch  54 Batch  217/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0115
Epoch  54 Batch  218/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9702, Loss: 0.0185
Epoch  54 Batch  219/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9698, Loss: 0.0118
Epoch  54 Batch  220/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9730, Loss: 0.0137
Epoch  54 Batch  221/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9659, Loss: 0.0139
Epoch  54 Batch  222/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0157
Epoch  54 Batch  223/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0134
Epoch  54 Batch  224/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9663, Loss: 0.0149
Epoch  54 Batch  225/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9666, Loss: 0.0204
Epoch  54 Batch  226/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0180
Epoch  54 Batch  227/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0196
Epoch  54 Batch  228/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0119
Epoch  54 Batch  229/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0154
Epoch  54 Batch  230/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0137
Epoch  54 Batch  231/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9688, Loss: 0.0259
Epoch  54 Batch  232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9680, Loss: 0.0142
Epoch  54 Batch  233/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  54 Batch  234/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  54 Batch  235/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9627, Loss: 0.0236
Epoch  54 Batch  236/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0150
Epoch  54 Batch  237/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0134
Epoch  54 Batch  238/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0122
Epoch  54 Batch  239/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9634, Loss: 0.0110
Epoch  54 Batch  240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9659, Loss: 0.0119
Epoch  54 Batch  241/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0103
Epoch  54 Batch  242/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0113
Epoch  54 Batch  243/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9702, Loss: 0.0195
Epoch  54 Batch  244/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9705, Loss: 0.0143
Epoch  54 Batch  245/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0132
Epoch  54 Batch  246/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9702, Loss: 0.0182
Epoch  54 Batch  247/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9751, Loss: 0.0171
Epoch  54 Batch  248/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  54 Batch  249/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9727, Loss: 0.0121
Epoch  54 Batch  250/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9727, Loss: 0.0174
Epoch  54 Batch  251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9727, Loss: 0.0192
Epoch  54 Batch  252/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0160
Epoch  54 Batch  253/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9776, Loss: 0.0160
Epoch  54 Batch  254/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9755, Loss: 0.0235
Epoch  54 Batch  255/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9755, Loss: 0.0141
Epoch  54 Batch  256/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9751, Loss: 0.0324
Epoch  54 Batch  257/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9705, Loss: 0.0155
Epoch  54 Batch  258/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9656, Loss: 0.0132
Epoch  54 Batch  259/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0167
Epoch  54 Batch  260/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9641, Loss: 0.0107
Epoch  54 Batch  261/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0155
Epoch  54 Batch  262/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0122
Epoch  54 Batch  263/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9737, Loss: 0.0105
Epoch  54 Batch  264/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9737, Loss: 0.0139
Epoch  54 Batch  265/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9737, Loss: 0.0118
Epoch  54 Batch  266/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9688, Loss: 0.0174
Epoch  54 Batch  267/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9574, Loss: 0.0116
Epoch  54 Batch  268/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0186
Epoch  54 Batch  269/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9574, Loss: 0.0201
Epoch  54 Batch  270/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9574, Loss: 0.0199
Epoch  54 Batch  271/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9442, Loss: 0.0141
Epoch  54 Batch  272/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9467, Loss: 0.0418
Epoch  54 Batch  273/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9531, Loss: 0.0162
Epoch  54 Batch  274/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9574, Loss: 0.0167
Epoch  54 Batch  275/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9510, Loss: 0.0128
Epoch  54 Batch  276/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0232
Epoch  54 Batch  277/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9574, Loss: 0.0122
Epoch  54 Batch  278/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0168
Epoch  54 Batch  279/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  54 Batch  280/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0197
Epoch  54 Batch  281/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0167
Epoch  54 Batch  282/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0199
Epoch  54 Batch  283/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0147
Epoch  54 Batch  284/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9702, Loss: 0.0142
Epoch  54 Batch  285/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9659, Loss: 0.0183
Epoch  54 Batch  286/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9663, Loss: 0.0134
Epoch  54 Batch  287/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0219
Epoch  54 Batch  288/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9592, Loss: 0.0224
Epoch  54 Batch  289/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9592, Loss: 0.0131
Epoch  54 Batch  290/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9641, Loss: 0.0283
Epoch  54 Batch  291/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9592, Loss: 0.0251
Epoch  54 Batch  292/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9553, Loss: 0.0118
Epoch  54 Batch  293/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9553, Loss: 0.0135
Epoch  54 Batch  294/1077 - Train Accuracy: 0.9592, Validation Accuracy: 0.9499, Loss: 0.0155
Epoch  54 Batch  295/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9482, Loss: 0.0149
Epoch  54 Batch  296/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0163
Epoch  54 Batch  297/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9585, Loss: 0.0182
Epoch  54 Batch  298/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9588, Loss: 0.0219
Epoch  54 Batch  299/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9648, Loss: 0.0157
Epoch  54 Batch  300/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9684, Loss: 0.0112
Epoch  54 Batch  301/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0117
Epoch  54 Batch  302/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9702, Loss: 0.0153
Epoch  54 Batch  303/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9702, Loss: 0.0222
Epoch  54 Batch  304/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9688, Loss: 0.0177
Epoch  54 Batch  305/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9688, Loss: 0.0144
Epoch  54 Batch  306/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9638, Loss: 0.0254
Epoch  54 Batch  307/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0161
Epoch  54 Batch  308/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  54 Batch  309/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0133
Epoch  54 Batch  310/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9563, Loss: 0.0110
Epoch  54 Batch  311/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9588, Loss: 0.0123
Epoch  54 Batch  312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9631, Loss: 0.0208
Epoch  54 Batch  313/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9599, Loss: 0.0117
Epoch  54 Batch  314/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9577, Loss: 0.0187
Epoch  54 Batch  315/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9560, Loss: 0.0165
Epoch  54 Batch  316/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0147
Epoch  54 Batch  317/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9609, Loss: 0.0141
Epoch  54 Batch  318/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9609, Loss: 0.0104
Epoch  54 Batch  319/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0155
Epoch  54 Batch  320/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0250
Epoch  54 Batch  321/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9613, Loss: 0.0134
Epoch  54 Batch  322/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0114
Epoch  54 Batch  323/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  54 Batch  324/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9609, Loss: 0.0140
Epoch  54 Batch  325/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9588, Loss: 0.0155
Epoch  54 Batch  326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9588, Loss: 0.0096
Epoch  54 Batch  327/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0215
Epoch  54 Batch  328/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9588, Loss: 0.0172
Epoch  54 Batch  329/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  54 Batch  330/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0142
Epoch  54 Batch  331/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9563, Loss: 0.0148
Epoch  54 Batch  332/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9588, Loss: 0.0112
Epoch  54 Batch  333/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9542, Loss: 0.0128
Epoch  54 Batch  334/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9592, Loss: 0.0124
Epoch  54 Batch  335/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9521, Loss: 0.0168
Epoch  54 Batch  336/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9570, Loss: 0.0504
Epoch  54 Batch  337/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  54 Batch  338/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9517, Loss: 0.0224
Epoch  54 Batch  339/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9517, Loss: 0.0089
Epoch  54 Batch  340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9560, Loss: 0.0147
Epoch  54 Batch  341/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9556, Loss: 0.0175
Epoch  54 Batch  342/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  54 Batch  343/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0180
Epoch  54 Batch  344/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9535, Loss: 0.0155
Epoch  54 Batch  345/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9521, Loss: 0.0100
Epoch  54 Batch  346/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9521, Loss: 0.0147
Epoch  54 Batch  347/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9485, Loss: 0.0105
Epoch  54 Batch  348/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9521, Loss: 0.0109
Epoch  54 Batch  349/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9517, Loss: 0.0140
Epoch  54 Batch  350/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9467, Loss: 0.0166
Epoch  54 Batch  351/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9467, Loss: 0.0168
Epoch  54 Batch  352/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9467, Loss: 0.0111
Epoch  54 Batch  353/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9503, Loss: 0.0168
Epoch  54 Batch  354/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9503, Loss: 0.0171
Epoch  54 Batch  355/1077 - Train Accuracy: 0.9524, Validation Accuracy: 0.9506, Loss: 0.0149
Epoch  54 Batch  356/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9506, Loss: 0.0150
Epoch  54 Batch  357/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9503, Loss: 0.0189
Epoch  54 Batch  358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9478, Loss: 0.0179
Epoch  54 Batch  359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9478, Loss: 0.0155
Epoch  54 Batch  360/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9428, Loss: 0.0142
Epoch  54 Batch  361/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9428, Loss: 0.0115
Epoch  54 Batch  362/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9478, Loss: 0.0169
Epoch  54 Batch  363/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9496, Loss: 0.0153
Epoch  54 Batch  364/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9545, Loss: 0.0234
Epoch  54 Batch  365/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9542, Loss: 0.0105
Epoch  54 Batch  366/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0126
Epoch  54 Batch  367/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0105
Epoch  54 Batch  368/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  54 Batch  369/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0145
Epoch  54 Batch  370/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  54 Batch  371/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0136
Epoch  54 Batch  372/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  54 Batch  373/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9634, Loss: 0.0107
Epoch  54 Batch  374/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9666, Loss: 0.0180
Epoch  54 Batch  375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9666, Loss: 0.0153
Epoch  54 Batch  376/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9663, Loss: 0.0171
Epoch  54 Batch  377/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0157
Epoch  54 Batch  378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9542, Loss: 0.0124
Epoch  54 Batch  379/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0232
Epoch  54 Batch  380/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0120
Epoch  54 Batch  381/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9542, Loss: 0.0162
Epoch  54 Batch  382/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0224
Epoch  54 Batch  383/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9531, Loss: 0.0159
Epoch  54 Batch  384/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0087
Epoch  54 Batch  385/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9538, Loss: 0.0142
Epoch  54 Batch  386/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9538, Loss: 0.0133
Epoch  54 Batch  387/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9538, Loss: 0.0143
Epoch  54 Batch  388/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9560, Loss: 0.0220
Epoch  54 Batch  389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0193
Epoch  54 Batch  390/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0241
Epoch  54 Batch  391/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9588, Loss: 0.0132
Epoch  54 Batch  392/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0240
Epoch  54 Batch  393/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  54 Batch  394/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9702, Loss: 0.0151
Epoch  54 Batch  395/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  54 Batch  396/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9592, Loss: 0.0197
Epoch  54 Batch  397/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0207
Epoch  54 Batch  398/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9585, Loss: 0.0144
Epoch  54 Batch  399/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9531, Loss: 0.0135
Epoch  54 Batch  400/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9528, Loss: 0.0124
Epoch  54 Batch  401/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9531, Loss: 0.0104
Epoch  54 Batch  402/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0173
Epoch  54 Batch  403/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9588, Loss: 0.0296
Epoch  54 Batch  404/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9588, Loss: 0.0189
Epoch  54 Batch  405/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  54 Batch  406/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9542, Loss: 0.0115
Epoch  54 Batch  407/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9542, Loss: 0.0144
Epoch  54 Batch  408/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9574, Loss: 0.0206
Epoch  54 Batch  409/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0214
Epoch  54 Batch  410/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9567, Loss: 0.0274
Epoch  54 Batch  411/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9567, Loss: 0.0153
Epoch  54 Batch  412/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9588, Loss: 0.0135
Epoch  54 Batch  413/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9588, Loss: 0.0127
Epoch  54 Batch  414/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0118
Epoch  54 Batch  415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9677, Loss: 0.0182
Epoch  54 Batch  416/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0137
Epoch  54 Batch  417/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0250
Epoch  54 Batch  418/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9599, Loss: 0.0120
Epoch  54 Batch  419/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0168
Epoch  54 Batch  420/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9602, Loss: 0.0125
Epoch  54 Batch  421/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9606, Loss: 0.0245
Epoch  54 Batch  422/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  54 Batch  423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9606, Loss: 0.0222
Epoch  54 Batch  424/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9659, Loss: 0.0120
Epoch  54 Batch  425/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9659, Loss: 0.0088
Epoch  54 Batch  426/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  54 Batch  427/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0164
Epoch  54 Batch  428/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9702, Loss: 0.0152
Epoch  54 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9652, Loss: 0.0123
Epoch  54 Batch  430/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0131
Epoch  54 Batch  431/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9595, Loss: 0.0125
Epoch  54 Batch  432/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9595, Loss: 0.0148
Epoch  54 Batch  433/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9595, Loss: 0.0179
Epoch  54 Batch  434/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0110
Epoch  54 Batch  435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9510, Loss: 0.0172
Epoch  54 Batch  436/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9467, Loss: 0.0153
Epoch  54 Batch  437/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9467, Loss: 0.0115
Epoch  54 Batch  438/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9496, Loss: 0.0112
Epoch  54 Batch  439/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0160
Epoch  54 Batch  440/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9499, Loss: 0.0186
Epoch  54 Batch  441/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0147
Epoch  54 Batch  442/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9496, Loss: 0.0183
Epoch  54 Batch  443/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9496, Loss: 0.0130
Epoch  54 Batch  444/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9492, Loss: 0.0166
Epoch  54 Batch  445/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  54 Batch  446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9638, Loss: 0.0100
Epoch  54 Batch  447/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0111
Epoch  54 Batch  448/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0183
Epoch  54 Batch  449/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9620, Loss: 0.0241
Epoch  54 Batch  450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0201
Epoch  54 Batch  451/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0123
Epoch  54 Batch  452/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0152
Epoch  54 Batch  453/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9478, Loss: 0.0187
Epoch  54 Batch  454/1077 - Train Accuracy: 0.9395, Validation Accuracy: 0.9567, Loss: 0.0288
Epoch  54 Batch  455/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9570, Loss: 0.0161
Epoch  54 Batch  456/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9524, Loss: 0.0199
Epoch  54 Batch  457/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9563, Loss: 0.0121
Epoch  54 Batch  458/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0184
Epoch  54 Batch  459/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9563, Loss: 0.0161
Epoch  54 Batch  460/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9563, Loss: 0.0183
Epoch  54 Batch  461/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0152
Epoch  54 Batch  462/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0160
Epoch  54 Batch  463/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9585, Loss: 0.0166
Epoch  54 Batch  464/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0149
Epoch  54 Batch  465/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9634, Loss: 0.0235
Epoch  54 Batch  466/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0153
Epoch  54 Batch  467/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9631, Loss: 0.0117
Epoch  54 Batch  468/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0121
Epoch  54 Batch  469/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0111
Epoch  54 Batch  470/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9652, Loss: 0.0165
Epoch  54 Batch  471/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9652, Loss: 0.0140
Epoch  54 Batch  472/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  54 Batch  473/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0135
Epoch  54 Batch  474/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0135
Epoch  54 Batch  475/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9656, Loss: 0.0187
Epoch  54 Batch  476/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9656, Loss: 0.0130
Epoch  54 Batch  477/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9592, Loss: 0.0182
Epoch  54 Batch  478/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9542, Loss: 0.0157
Epoch  54 Batch  479/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0193
Epoch  54 Batch  480/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  54 Batch  481/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9567, Loss: 0.0179
Epoch  54 Batch  482/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9492, Loss: 0.0192
Epoch  54 Batch  483/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9492, Loss: 0.0197
Epoch  54 Batch  484/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9517, Loss: 0.0204
Epoch  54 Batch  485/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  54 Batch  486/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9496, Loss: 0.0135
Epoch  54 Batch  487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9496, Loss: 0.0113
Epoch  54 Batch  488/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9492, Loss: 0.0139
Epoch  54 Batch  489/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9492, Loss: 0.0128
Epoch  54 Batch  490/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  54 Batch  491/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9567, Loss: 0.0227
Epoch  54 Batch  492/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9567, Loss: 0.0228
Epoch  54 Batch  493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9545, Loss: 0.0146
Epoch  54 Batch  494/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9549, Loss: 0.0116
Epoch  54 Batch  495/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  54 Batch  496/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  54 Batch  497/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9567, Loss: 0.0173
Epoch  54 Batch  498/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0189
Epoch  54 Batch  499/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9574, Loss: 0.0162
Epoch  54 Batch  500/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9638, Loss: 0.0121
Epoch  54 Batch  501/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9638, Loss: 0.0129
Epoch  54 Batch  502/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0204
Epoch  54 Batch  503/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9680, Loss: 0.0126
Epoch  54 Batch  504/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0137
Epoch  54 Batch  505/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9663, Loss: 0.0110
Epoch  54 Batch  506/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9599, Loss: 0.0228
Epoch  54 Batch  507/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9620, Loss: 0.0183
Epoch  54 Batch  508/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0118
Epoch  54 Batch  509/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9574, Loss: 0.0194
Epoch  54 Batch  510/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0141
Epoch  54 Batch  511/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0187
Epoch  54 Batch  512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0143
Epoch  54 Batch  513/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9581, Loss: 0.0183
Epoch  54 Batch  514/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0152
Epoch  54 Batch  515/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9535, Loss: 0.0145
Epoch  54 Batch  516/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9577, Loss: 0.0131
Epoch  54 Batch  517/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9581, Loss: 0.0175
Epoch  54 Batch  518/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0185
Epoch  54 Batch  519/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9666, Loss: 0.0171
Epoch  54 Batch  520/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9570, Loss: 0.0102
Epoch  54 Batch  521/1077 - Train Accuracy: 0.9483, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  54 Batch  522/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9570, Loss: 0.0206
Epoch  54 Batch  523/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0159
Epoch  54 Batch  524/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9567, Loss: 0.0177
Epoch  54 Batch  525/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9567, Loss: 0.0172
Epoch  54 Batch  526/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0137
Epoch  54 Batch  527/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9567, Loss: 0.0158
Epoch  54 Batch  528/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  54 Batch  529/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0195
Epoch  54 Batch  530/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9627, Loss: 0.0189
Epoch  54 Batch  531/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9673, Loss: 0.0139
Epoch  54 Batch  532/1077 - Train Accuracy: 0.9336, Validation Accuracy: 0.9581, Loss: 0.0278
Epoch  54 Batch  533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0139
Epoch  54 Batch  534/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9585, Loss: 0.0231
Epoch  54 Batch  535/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  54 Batch  536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9634, Loss: 0.0199
Epoch  54 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0143
Epoch  54 Batch  538/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9680, Loss: 0.0146
Epoch  54 Batch  539/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  54 Batch  540/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9638, Loss: 0.0077
Epoch  54 Batch  541/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9688, Loss: 0.0153
Epoch  54 Batch  542/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0177
Epoch  54 Batch  543/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9709, Loss: 0.0148
Epoch  54 Batch  544/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0089
Epoch  54 Batch  545/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  54 Batch  546/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9606, Loss: 0.0187
Epoch  54 Batch  547/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0157
Epoch  54 Batch  548/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9606, Loss: 0.0144
Epoch  54 Batch  549/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0172
Epoch  54 Batch  550/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9606, Loss: 0.0147
Epoch  54 Batch  551/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9581, Loss: 0.0198
Epoch  54 Batch  552/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0186
Epoch  54 Batch  553/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9538, Loss: 0.0222
Epoch  54 Batch  554/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0169
Epoch  54 Batch  555/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0135
Epoch  54 Batch  556/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9585, Loss: 0.0142
Epoch  54 Batch  557/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9585, Loss: 0.0146
Epoch  54 Batch  558/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  54 Batch  559/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9560, Loss: 0.0168
Epoch  54 Batch  560/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0141
Epoch  54 Batch  561/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  54 Batch  562/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9620, Loss: 0.0131
Epoch  54 Batch  563/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9570, Loss: 0.0188
Epoch  54 Batch  564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9574, Loss: 0.0232
Epoch  54 Batch  565/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9545, Loss: 0.0244
Epoch  54 Batch  566/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9545, Loss: 0.0141
Epoch  54 Batch  567/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0148
Epoch  54 Batch  568/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9613, Loss: 0.0143
Epoch  54 Batch  569/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0170
Epoch  54 Batch  570/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9613, Loss: 0.0248
Epoch  54 Batch  571/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0151
Epoch  54 Batch  572/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9609, Loss: 0.0201
Epoch  54 Batch  573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9638, Loss: 0.0271
Epoch  54 Batch  574/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0208
Epoch  54 Batch  575/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0167
Epoch  54 Batch  576/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9666, Loss: 0.0139
Epoch  54 Batch  577/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0202
Epoch  54 Batch  578/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0153
Epoch  54 Batch  579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9517, Loss: 0.0155
Epoch  54 Batch  580/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0121
Epoch  54 Batch  581/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9517, Loss: 0.0115
Epoch  54 Batch  582/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0113
Epoch  54 Batch  583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9503, Loss: 0.0179
Epoch  54 Batch  584/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0187
Epoch  54 Batch  585/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9624, Loss: 0.0134
Epoch  54 Batch  586/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  54 Batch  587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0157
Epoch  54 Batch  588/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9574, Loss: 0.0140
Epoch  54 Batch  589/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9574, Loss: 0.0137
Epoch  54 Batch  590/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9574, Loss: 0.0168
Epoch  54 Batch  591/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9616, Loss: 0.0174
Epoch  54 Batch  592/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0160
Epoch  54 Batch  593/1077 - Train Accuracy: 0.9382, Validation Accuracy: 0.9659, Loss: 0.0310
Epoch  54 Batch  594/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0226
Epoch  54 Batch  595/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0170
Epoch  54 Batch  596/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9727, Loss: 0.0132
Epoch  54 Batch  597/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9727, Loss: 0.0148
Epoch  54 Batch  598/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9727, Loss: 0.0157
Epoch  54 Batch  599/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0249
Epoch  54 Batch  600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9727, Loss: 0.0180
Epoch  54 Batch  601/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9776, Loss: 0.0196
Epoch  54 Batch  602/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9826, Loss: 0.0163
Epoch  54 Batch  603/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9826, Loss: 0.0191
Epoch  54 Batch  604/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9826, Loss: 0.0258
Epoch  54 Batch  605/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9826, Loss: 0.0233
Epoch  54 Batch  606/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9826, Loss: 0.0133
Epoch  54 Batch  607/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9826, Loss: 0.0199
Epoch  54 Batch  608/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9712, Loss: 0.0205
Epoch  54 Batch  609/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0191
Epoch  54 Batch  610/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9659, Loss: 0.0200
Epoch  54 Batch  611/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9567, Loss: 0.0198
Epoch  54 Batch  612/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9567, Loss: 0.0137
Epoch  54 Batch  613/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0238
Epoch  54 Batch  614/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9588, Loss: 0.0145
Epoch  54 Batch  615/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9538, Loss: 0.0141
Epoch  54 Batch  616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9538, Loss: 0.0162
Epoch  54 Batch  617/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9538, Loss: 0.0134
Epoch  54 Batch  618/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9538, Loss: 0.0205
Epoch  54 Batch  619/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9524, Loss: 0.0116
Epoch  54 Batch  620/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9474, Loss: 0.0166
Epoch  54 Batch  621/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9474, Loss: 0.0183
Epoch  54 Batch  622/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9528, Loss: 0.0223
Epoch  54 Batch  623/1077 - Train Accuracy: 0.9418, Validation Accuracy: 0.9549, Loss: 0.0222
Epoch  54 Batch  624/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9567, Loss: 0.0186
Epoch  54 Batch  625/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9567, Loss: 0.0180
Epoch  54 Batch  626/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  54 Batch  627/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9588, Loss: 0.0152
Epoch  54 Batch  628/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9588, Loss: 0.0195
Epoch  54 Batch  629/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9588, Loss: 0.0173
Epoch  54 Batch  630/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0140
Epoch  54 Batch  631/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0179
Epoch  54 Batch  632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9677, Loss: 0.0122
Epoch  54 Batch  633/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9673, Loss: 0.0151
Epoch  54 Batch  634/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9698, Loss: 0.0141
Epoch  54 Batch  635/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9645, Loss: 0.0225
Epoch  54 Batch  636/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9595, Loss: 0.0159
Epoch  54 Batch  637/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0169
Epoch  54 Batch  638/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0140
Epoch  54 Batch  639/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0223
Epoch  54 Batch  640/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9727, Loss: 0.0143
Epoch  54 Batch  641/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0132
Epoch  54 Batch  642/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9723, Loss: 0.0133
Epoch  54 Batch  643/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9723, Loss: 0.0109
Epoch  54 Batch  644/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9723, Loss: 0.0136
Epoch  54 Batch  645/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0188
Epoch  54 Batch  646/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9673, Loss: 0.0162
Epoch  54 Batch  647/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0215
Epoch  54 Batch  648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0108
Epoch  54 Batch  649/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9670, Loss: 0.0139
Epoch  54 Batch  650/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9624, Loss: 0.0143
Epoch  54 Batch  651/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  54 Batch  652/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9624, Loss: 0.0175
Epoch  54 Batch  653/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9673, Loss: 0.0231
Epoch  54 Batch  654/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0165
Epoch  54 Batch  655/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9670, Loss: 0.0199
Epoch  54 Batch  656/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9723, Loss: 0.0186
Epoch  54 Batch  657/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9656, Loss: 0.0202
Epoch  54 Batch  658/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9659, Loss: 0.0108
Epoch  54 Batch  659/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0163
Epoch  54 Batch  660/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  54 Batch  661/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  54 Batch  662/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0125
Epoch  54 Batch  663/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0097
Epoch  54 Batch  664/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9620, Loss: 0.0183
Epoch  54 Batch  665/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0125
Epoch  54 Batch  666/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0208
Epoch  54 Batch  667/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9595, Loss: 0.0161
Epoch  54 Batch  668/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0162
Epoch  54 Batch  669/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9627, Loss: 0.0103
Epoch  54 Batch  670/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  54 Batch  671/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9677, Loss: 0.0172
Epoch  54 Batch  672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9677, Loss: 0.0147
Epoch  54 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0195
Epoch  54 Batch  674/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9730, Loss: 0.0155
Epoch  54 Batch  675/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9716, Loss: 0.0217
Epoch  54 Batch  676/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9744, Loss: 0.0178
Epoch  54 Batch  677/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9698, Loss: 0.0159
Epoch  54 Batch  678/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9641, Loss: 0.0099
Epoch  54 Batch  679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9641, Loss: 0.0122
Epoch  54 Batch  680/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9638, Loss: 0.0192
Epoch  54 Batch  681/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0158
Epoch  54 Batch  682/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9588, Loss: 0.0137
Epoch  54 Batch  683/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9588, Loss: 0.0137
Epoch  54 Batch  684/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9652, Loss: 0.0198
Epoch  54 Batch  685/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0228
Epoch  54 Batch  686/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9641, Loss: 0.0129
Epoch  54 Batch  687/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9641, Loss: 0.0167
Epoch  54 Batch  688/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9641, Loss: 0.0108
Epoch  54 Batch  689/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9638, Loss: 0.0085
Epoch  54 Batch  690/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9616, Loss: 0.0163
Epoch  54 Batch  691/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9716, Loss: 0.0178
Epoch  54 Batch  692/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9663, Loss: 0.0171
Epoch  54 Batch  693/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9663, Loss: 0.0263
Epoch  54 Batch  694/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9663, Loss: 0.0145
Epoch  54 Batch  695/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9663, Loss: 0.0197
Epoch  54 Batch  696/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0151
Epoch  54 Batch  697/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9716, Loss: 0.0183
Epoch  54 Batch  698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9783, Loss: 0.0153
Epoch  54 Batch  699/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9783, Loss: 0.0125
Epoch  54 Batch  700/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9734, Loss: 0.0122
Epoch  54 Batch  701/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0216
Epoch  54 Batch  702/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0304
Epoch  54 Batch  703/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0150
Epoch  54 Batch  704/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9620, Loss: 0.0273
Epoch  54 Batch  705/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9627, Loss: 0.0221
Epoch  54 Batch  706/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9627, Loss: 0.0400
Epoch  54 Batch  707/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0182
Epoch  54 Batch  708/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9677, Loss: 0.0147
Epoch  54 Batch  709/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9680, Loss: 0.0148
Epoch  54 Batch  710/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9680, Loss: 0.0100
Epoch  54 Batch  711/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  54 Batch  712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  54 Batch  713/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9680, Loss: 0.0137
Epoch  54 Batch  714/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9638, Loss: 0.0171
Epoch  54 Batch  715/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9542, Loss: 0.0140
Epoch  54 Batch  716/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0126
Epoch  54 Batch  717/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9570, Loss: 0.0082
Epoch  54 Batch  718/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  54 Batch  719/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0163
Epoch  54 Batch  720/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9616, Loss: 0.0175
Epoch  54 Batch  721/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0160
Epoch  54 Batch  722/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9613, Loss: 0.0123
Epoch  54 Batch  723/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  54 Batch  724/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9616, Loss: 0.0198
Epoch  54 Batch  725/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9616, Loss: 0.0126
Epoch  54 Batch  726/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9616, Loss: 0.0100
Epoch  54 Batch  727/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0114
Epoch  54 Batch  728/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9616, Loss: 0.0193
Epoch  54 Batch  729/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0254
Epoch  54 Batch  730/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9616, Loss: 0.0246
Epoch  54 Batch  731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9570, Loss: 0.0139
Epoch  54 Batch  732/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9485, Loss: 0.0189
Epoch  54 Batch  733/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0184
Epoch  54 Batch  734/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9506, Loss: 0.0146
Epoch  54 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9506, Loss: 0.0127
Epoch  54 Batch  736/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9517, Loss: 0.0147
Epoch  54 Batch  737/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9517, Loss: 0.0133
Epoch  54 Batch  738/1077 - Train Accuracy: 0.9850, Validation Accuracy: 0.9513, Loss: 0.0089
Epoch  54 Batch  739/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9453, Loss: 0.0162
Epoch  54 Batch  740/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9549, Loss: 0.0129
Epoch  54 Batch  741/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9542, Loss: 0.0242
Epoch  54 Batch  742/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9510, Loss: 0.0152
Epoch  54 Batch  743/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9510, Loss: 0.0178
Epoch  54 Batch  744/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  54 Batch  745/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9570, Loss: 0.0187
Epoch  54 Batch  746/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  54 Batch  747/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9595, Loss: 0.0123
Epoch  54 Batch  748/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9641, Loss: 0.0089
Epoch  54 Batch  749/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9592, Loss: 0.0105
Epoch  54 Batch  750/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0148
Epoch  54 Batch  751/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9723, Loss: 0.0176
Epoch  54 Batch  752/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9723, Loss: 0.0160
Epoch  54 Batch  753/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9723, Loss: 0.0137
Epoch  54 Batch  754/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9719, Loss: 0.0148
Epoch  54 Batch  755/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0196
Epoch  54 Batch  756/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9705, Loss: 0.0155
Epoch  54 Batch  757/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9705, Loss: 0.0131
Epoch  54 Batch  758/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0112
Epoch  54 Batch  759/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9705, Loss: 0.0174
Epoch  54 Batch  760/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9705, Loss: 0.0160
Epoch  54 Batch  761/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9705, Loss: 0.0120
Epoch  54 Batch  762/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9705, Loss: 0.0151
Epoch  54 Batch  763/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9702, Loss: 0.0165
Epoch  54 Batch  764/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9656, Loss: 0.0122
Epoch  54 Batch  765/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9659, Loss: 0.0183
Epoch  54 Batch  766/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9709, Loss: 0.0165
Epoch  54 Batch  767/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0156
Epoch  54 Batch  768/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9773, Loss: 0.0172
Epoch  54 Batch  769/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9748, Loss: 0.0196
Epoch  54 Batch  770/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9695, Loss: 0.0150
Epoch  54 Batch  771/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9695, Loss: 0.0148
Epoch  54 Batch  772/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9599, Loss: 0.0138
Epoch  54 Batch  773/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9577, Loss: 0.0113
Epoch  54 Batch  774/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0123
Epoch  54 Batch  775/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0151
Epoch  54 Batch  776/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0177
Epoch  54 Batch  777/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9627, Loss: 0.0146
Epoch  54 Batch  778/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9705, Loss: 0.0162
Epoch  54 Batch  779/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9705, Loss: 0.0132
Epoch  54 Batch  780/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9702, Loss: 0.0216
Epoch  54 Batch  781/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9656, Loss: 0.0134
Epoch  54 Batch  782/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0143
Epoch  54 Batch  783/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9517, Loss: 0.0204
Epoch  54 Batch  784/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9567, Loss: 0.0094
Epoch  54 Batch  785/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9521, Loss: 0.0110
Epoch  54 Batch  786/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9521, Loss: 0.0163
Epoch  54 Batch  787/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9521, Loss: 0.0126
Epoch  54 Batch  788/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9521, Loss: 0.0178
Epoch  54 Batch  789/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0133
Epoch  54 Batch  790/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0229
Epoch  54 Batch  791/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0154
Epoch  54 Batch  792/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0166
Epoch  54 Batch  793/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9553, Loss: 0.0188
Epoch  54 Batch  794/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0122
Epoch  54 Batch  795/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9560, Loss: 0.0168
Epoch  54 Batch  796/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0174
Epoch  54 Batch  797/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0163
Epoch  54 Batch  798/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0155
Epoch  54 Batch  799/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9581, Loss: 0.0272
Epoch  54 Batch  800/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9489, Loss: 0.0141
Epoch  54 Batch  801/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9414, Loss: 0.0143
Epoch  54 Batch  802/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9510, Loss: 0.0240
Epoch  54 Batch  803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  54 Batch  804/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9574, Loss: 0.0099
Epoch  54 Batch  805/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0173
Epoch  54 Batch  806/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9577, Loss: 0.0143
Epoch  54 Batch  807/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9577, Loss: 0.0092
Epoch  54 Batch  808/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9577, Loss: 0.0285
Epoch  54 Batch  809/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9577, Loss: 0.0312
Epoch  54 Batch  810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9553, Loss: 0.0111
Epoch  54 Batch  811/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0161
Epoch  54 Batch  812/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9553, Loss: 0.0173
Epoch  54 Batch  813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9624, Loss: 0.0147
Epoch  54 Batch  814/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9645, Loss: 0.0149
Epoch  54 Batch  815/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  54 Batch  816/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9645, Loss: 0.0135
Epoch  54 Batch  817/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9602, Loss: 0.0174
Epoch  54 Batch  818/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9602, Loss: 0.0256
Epoch  54 Batch  819/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9624, Loss: 0.0154
Epoch  54 Batch  820/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0138
Epoch  54 Batch  821/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  54 Batch  822/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9631, Loss: 0.0147
Epoch  54 Batch  823/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  54 Batch  824/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9631, Loss: 0.0155
Epoch  54 Batch  825/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9631, Loss: 0.0095
Epoch  54 Batch  826/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9648, Loss: 0.0129
Epoch  54 Batch  827/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9656, Loss: 0.0175
Epoch  54 Batch  828/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9538, Loss: 0.0139
Epoch  54 Batch  829/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9506, Loss: 0.0243
Epoch  54 Batch  830/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9489, Loss: 0.0195
Epoch  54 Batch  831/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9464, Loss: 0.0159
Epoch  54 Batch  832/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9460, Loss: 0.0100
Epoch  54 Batch  833/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9482, Loss: 0.0143
Epoch  54 Batch  834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  54 Batch  835/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9677, Loss: 0.0120
Epoch  54 Batch  836/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0162
Epoch  54 Batch  837/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9609, Loss: 0.0218
Epoch  54 Batch  838/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9609, Loss: 0.0155
Epoch  54 Batch  839/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0244
Epoch  54 Batch  840/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0171
Epoch  54 Batch  841/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0267
Epoch  54 Batch  842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9567, Loss: 0.0129
Epoch  54 Batch  843/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9570, Loss: 0.0123
Epoch  54 Batch  844/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0176
Epoch  54 Batch  845/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0133
Epoch  54 Batch  846/1077 - Train Accuracy: 0.9453, Validation Accuracy: 0.9716, Loss: 0.0210
Epoch  54 Batch  847/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9826, Loss: 0.0165
Epoch  54 Batch  848/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9826, Loss: 0.0164
Epoch  54 Batch  849/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9780, Loss: 0.0093
Epoch  54 Batch  850/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9780, Loss: 0.0212
Epoch  54 Batch  851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9759, Loss: 0.0238
Epoch  54 Batch  852/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9755, Loss: 0.0223
Epoch  54 Batch  853/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9751, Loss: 0.0171
Epoch  54 Batch  854/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9723, Loss: 0.0167
Epoch  54 Batch  855/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9723, Loss: 0.0160
Epoch  54 Batch  856/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9766, Loss: 0.0144
Epoch  54 Batch  857/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9723, Loss: 0.0140
Epoch  54 Batch  858/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9769, Loss: 0.0099
Epoch  54 Batch  859/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9769, Loss: 0.0178
Epoch  54 Batch  860/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9723, Loss: 0.0139
Epoch  54 Batch  861/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9695, Loss: 0.0113
Epoch  54 Batch  862/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0161
Epoch  54 Batch  863/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0125
Epoch  54 Batch  864/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9648, Loss: 0.0161
Epoch  54 Batch  865/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0168
Epoch  54 Batch  866/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9585, Loss: 0.0183
Epoch  54 Batch  867/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9585, Loss: 0.0464
Epoch  54 Batch  868/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0197
Epoch  54 Batch  869/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0133
Epoch  54 Batch  870/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9652, Loss: 0.0151
Epoch  54 Batch  871/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9652, Loss: 0.0125
Epoch  54 Batch  872/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0124
Epoch  54 Batch  873/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9719, Loss: 0.0175
Epoch  54 Batch  874/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9719, Loss: 0.0207
Epoch  54 Batch  875/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9702, Loss: 0.0123
Epoch  54 Batch  876/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9702, Loss: 0.0147
Epoch  54 Batch  877/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9702, Loss: 0.0117
Epoch  54 Batch  878/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9705, Loss: 0.0132
Epoch  54 Batch  879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9705, Loss: 0.0102
Epoch  54 Batch  880/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9659, Loss: 0.0156
Epoch  54 Batch  881/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0165
Epoch  54 Batch  882/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0157
Epoch  54 Batch  883/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9705, Loss: 0.0227
Epoch  54 Batch  884/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0188
Epoch  54 Batch  885/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9702, Loss: 0.0091
Epoch  54 Batch  886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9702, Loss: 0.0192
Epoch  54 Batch  887/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9656, Loss: 0.0177
Epoch  54 Batch  888/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9606, Loss: 0.0213
Epoch  54 Batch  889/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  54 Batch  890/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9606, Loss: 0.0153
Epoch  54 Batch  891/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9506, Loss: 0.0143
Epoch  54 Batch  892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0160
Epoch  54 Batch  893/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  54 Batch  894/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9535, Loss: 0.0156
Epoch  54 Batch  895/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9485, Loss: 0.0127
Epoch  54 Batch  896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9482, Loss: 0.0161
Epoch  54 Batch  897/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9482, Loss: 0.0101
Epoch  54 Batch  898/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  54 Batch  899/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9592, Loss: 0.0178
Epoch  54 Batch  900/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0197
Epoch  54 Batch  901/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9641, Loss: 0.0246
Epoch  54 Batch  902/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9641, Loss: 0.0196
Epoch  54 Batch  903/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9599, Loss: 0.0159
Epoch  54 Batch  904/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9599, Loss: 0.0170
Epoch  54 Batch  905/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0126
Epoch  54 Batch  906/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0110
Epoch  54 Batch  907/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0144
Epoch  54 Batch  908/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0151
Epoch  54 Batch  909/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9734, Loss: 0.0211
Epoch  54 Batch  910/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9688, Loss: 0.0185
Epoch  54 Batch  911/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9663, Loss: 0.0178
Epoch  54 Batch  912/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  54 Batch  913/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  54 Batch  914/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0466
Epoch  54 Batch  915/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9698, Loss: 0.0147
Epoch  54 Batch  916/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9698, Loss: 0.0132
Epoch  54 Batch  917/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9648, Loss: 0.0173
Epoch  54 Batch  918/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9670, Loss: 0.0130
Epoch  54 Batch  919/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9670, Loss: 0.0108
Epoch  54 Batch  920/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9670, Loss: 0.0118
Epoch  54 Batch  921/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0169
Epoch  54 Batch  922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9670, Loss: 0.0149
Epoch  54 Batch  923/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9673, Loss: 0.0115
Epoch  54 Batch  924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9673, Loss: 0.0179
Epoch  54 Batch  925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9673, Loss: 0.0105
Epoch  54 Batch  926/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9673, Loss: 0.0138
Epoch  54 Batch  927/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9673, Loss: 0.0201
Epoch  54 Batch  928/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9645, Loss: 0.0155
Epoch  54 Batch  929/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0125
Epoch  54 Batch  930/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  54 Batch  931/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9648, Loss: 0.0141
Epoch  54 Batch  932/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9648, Loss: 0.0123
Epoch  54 Batch  933/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0135
Epoch  54 Batch  934/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9652, Loss: 0.0134
Epoch  54 Batch  935/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9702, Loss: 0.0109
Epoch  54 Batch  936/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9719, Loss: 0.0169
Epoch  54 Batch  937/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0195
Epoch  54 Batch  938/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9755, Loss: 0.0216
Epoch  54 Batch  939/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9798, Loss: 0.0210
Epoch  54 Batch  940/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9798, Loss: 0.0179
Epoch  54 Batch  941/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9709, Loss: 0.0145
Epoch  54 Batch  942/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9709, Loss: 0.0165
Epoch  54 Batch  943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9709, Loss: 0.0120
Epoch  54 Batch  944/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9709, Loss: 0.0126
Epoch  54 Batch  945/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9659, Loss: 0.0092
Epoch  54 Batch  946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9659, Loss: 0.0112
Epoch  54 Batch  947/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0138
Epoch  54 Batch  948/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0146
Epoch  54 Batch  949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9663, Loss: 0.0145
Epoch  54 Batch  950/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  54 Batch  951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0170
Epoch  54 Batch  952/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9641, Loss: 0.0086
Epoch  54 Batch  953/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9599, Loss: 0.0134
Epoch  54 Batch  954/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9556, Loss: 0.0211
Epoch  54 Batch  955/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9553, Loss: 0.0155
Epoch  54 Batch  956/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9620, Loss: 0.0167
Epoch  54 Batch  957/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9616, Loss: 0.0104
Epoch  54 Batch  958/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9570, Loss: 0.0154
Epoch  54 Batch  959/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0188
Epoch  54 Batch  960/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9680, Loss: 0.0157
Epoch  54 Batch  961/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0109
Epoch  54 Batch  962/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9680, Loss: 0.0207
Epoch  54 Batch  963/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9680, Loss: 0.0188
Epoch  54 Batch  964/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9680, Loss: 0.0132
Epoch  54 Batch  965/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9634, Loss: 0.0267
Epoch  54 Batch  966/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9730, Loss: 0.0130
Epoch  54 Batch  967/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9723, Loss: 0.0198
Epoch  54 Batch  968/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9673, Loss: 0.0178
Epoch  54 Batch  969/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9716, Loss: 0.0193
Epoch  54 Batch  970/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9666, Loss: 0.0144
Epoch  54 Batch  971/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9666, Loss: 0.0260
Epoch  54 Batch  972/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9670, Loss: 0.0182
Epoch  54 Batch  973/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9670, Loss: 0.0105
Epoch  54 Batch  974/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9670, Loss: 0.0155
Epoch  54 Batch  975/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  54 Batch  976/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9698, Loss: 0.0112
Epoch  54 Batch  977/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9698, Loss: 0.0079
Epoch  54 Batch  978/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0164
Epoch  54 Batch  979/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9553, Loss: 0.0156
Epoch  54 Batch  980/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0169
Epoch  54 Batch  981/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9595, Loss: 0.0251
Epoch  54 Batch  982/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0188
Epoch  54 Batch  983/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  54 Batch  984/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9606, Loss: 0.0194
Epoch  54 Batch  985/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9634, Loss: 0.0122
Epoch  54 Batch  986/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9624, Loss: 0.0148
Epoch  54 Batch  987/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0108
Epoch  54 Batch  988/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0182
Epoch  54 Batch  989/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9528, Loss: 0.0156
Epoch  54 Batch  990/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9521, Loss: 0.0161
Epoch  54 Batch  991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0133
Epoch  54 Batch  992/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9506, Loss: 0.0185
Epoch  54 Batch  993/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9442, Loss: 0.0151
Epoch  54 Batch  994/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9496, Loss: 0.0169
Epoch  54 Batch  995/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9492, Loss: 0.0114
Epoch  54 Batch  996/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9517, Loss: 0.0143
Epoch  54 Batch  997/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9464, Loss: 0.0152
Epoch  54 Batch  998/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9457, Loss: 0.0146
Epoch  54 Batch  999/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9460, Loss: 0.0218
Epoch  54 Batch 1000/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9513, Loss: 0.0187
Epoch  54 Batch 1001/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9556, Loss: 0.0136
Epoch  54 Batch 1002/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9535, Loss: 0.0094
Epoch  54 Batch 1003/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0225
Epoch  54 Batch 1004/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9474, Loss: 0.0129
Epoch  54 Batch 1005/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9357, Loss: 0.0149
Epoch  54 Batch 1006/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9357, Loss: 0.0120
Epoch  54 Batch 1007/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9336, Loss: 0.0131
Epoch  54 Batch 1008/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9290, Loss: 0.0184
Epoch  54 Batch 1009/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9343, Loss: 0.0146
Epoch  54 Batch 1010/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9492, Loss: 0.0128
Epoch  54 Batch 1011/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9545, Loss: 0.0144
Epoch  54 Batch 1012/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9620, Loss: 0.0119
Epoch  54 Batch 1013/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0108
Epoch  54 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9620, Loss: 0.0152
Epoch  54 Batch 1015/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9570, Loss: 0.0155
Epoch  54 Batch 1016/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9570, Loss: 0.0168
Epoch  54 Batch 1017/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9545, Loss: 0.0140
Epoch  54 Batch 1018/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9556, Loss: 0.0196
Epoch  54 Batch 1019/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9627, Loss: 0.0214
Epoch  54 Batch 1020/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9641, Loss: 0.0124
Epoch  54 Batch 1021/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9553, Loss: 0.0155
Epoch  54 Batch 1022/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9549, Loss: 0.0119
Epoch  54 Batch 1023/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9556, Loss: 0.0205
Epoch  54 Batch 1024/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0184
Epoch  54 Batch 1025/1077 - Train Accuracy: 0.9479, Validation Accuracy: 0.9663, Loss: 0.0173
Epoch  54 Batch 1026/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9755, Loss: 0.0156
Epoch  54 Batch 1027/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9755, Loss: 0.0133
Epoch  54 Batch 1028/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9755, Loss: 0.0147
Epoch  54 Batch 1029/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9755, Loss: 0.0167
Epoch  54 Batch 1030/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9723, Loss: 0.0149
Epoch  54 Batch 1031/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9723, Loss: 0.0225
Epoch  54 Batch 1032/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9744, Loss: 0.0212
Epoch  54 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9648, Loss: 0.0158
Epoch  54 Batch 1034/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0126
Epoch  54 Batch 1035/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0105
Epoch  54 Batch 1036/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9723, Loss: 0.0197
Epoch  54 Batch 1037/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9723, Loss: 0.0148
Epoch  54 Batch 1038/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0203
Epoch  54 Batch 1039/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0159
Epoch  54 Batch 1040/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9723, Loss: 0.0179
Epoch  54 Batch 1041/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0268
Epoch  54 Batch 1042/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0114
Epoch  54 Batch 1043/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0204
Epoch  54 Batch 1044/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9691, Loss: 0.0174
Epoch  54 Batch 1045/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0198
Epoch  54 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9688, Loss: 0.0109
Epoch  54 Batch 1047/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0128
Epoch  54 Batch 1048/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9709, Loss: 0.0200
Epoch  54 Batch 1049/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9641, Loss: 0.0148
Epoch  54 Batch 1050/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9663, Loss: 0.0080
Epoch  54 Batch 1051/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9663, Loss: 0.0204
Epoch  54 Batch 1052/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9663, Loss: 0.0116
Epoch  54 Batch 1053/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9688, Loss: 0.0180
Epoch  54 Batch 1054/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9712, Loss: 0.0130
Epoch  54 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9616, Loss: 0.0164
Epoch  54 Batch 1056/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0095
Epoch  54 Batch 1057/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9631, Loss: 0.0145
Epoch  54 Batch 1058/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9631, Loss: 0.0162
Epoch  54 Batch 1059/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0192
Epoch  54 Batch 1060/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  54 Batch 1061/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  54 Batch 1062/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9727, Loss: 0.0217
Epoch  54 Batch 1063/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9762, Loss: 0.0214
Epoch  54 Batch 1064/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9762, Loss: 0.0171
Epoch  54 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9762, Loss: 0.0155
Epoch  54 Batch 1066/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9723, Loss: 0.0149
Epoch  54 Batch 1067/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0132
Epoch  54 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9673, Loss: 0.0112
Epoch  54 Batch 1069/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9648, Loss: 0.0116
Epoch  54 Batch 1070/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0164
Epoch  54 Batch 1071/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  54 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9648, Loss: 0.0130
Epoch  54 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9595, Loss: 0.0174
Epoch  54 Batch 1074/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9599, Loss: 0.0163
Epoch  54 Batch 1075/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0227
Epoch  55 Batch    1/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0093
Epoch  55 Batch    2/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  55 Batch    3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0213
Epoch  55 Batch    4/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9609, Loss: 0.0132
Epoch  55 Batch    5/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0225
Epoch  55 Batch    6/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0128
Epoch  55 Batch    7/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  55 Batch    8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9659, Loss: 0.0152
Epoch  55 Batch    9/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9659, Loss: 0.0138
Epoch  55 Batch   10/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9680, Loss: 0.0175
Epoch  55 Batch   11/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9680, Loss: 0.0244
Epoch  55 Batch   12/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9680, Loss: 0.0150
Epoch  55 Batch   13/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9680, Loss: 0.0194
Epoch  55 Batch   14/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9680, Loss: 0.0137
Epoch  55 Batch   15/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0133
Epoch  55 Batch   16/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0188
Epoch  55 Batch   17/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9730, Loss: 0.0158
Epoch  55 Batch   18/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0128
Epoch  55 Batch   19/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9730, Loss: 0.0146
Epoch  55 Batch   20/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9727, Loss: 0.0122
Epoch  55 Batch   21/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9727, Loss: 0.0181
Epoch  55 Batch   22/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9744, Loss: 0.0141
Epoch  55 Batch   23/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9716, Loss: 0.0130
Epoch  55 Batch   24/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9719, Loss: 0.0197
Epoch  55 Batch   25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9719, Loss: 0.0166
Epoch  55 Batch   26/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9719, Loss: 0.0230
Epoch  55 Batch   27/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9769, Loss: 0.0128
Epoch  55 Batch   28/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9769, Loss: 0.0157
Epoch  55 Batch   29/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9794, Loss: 0.0166
Epoch  55 Batch   30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9769, Loss: 0.0128
Epoch  55 Batch   31/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9769, Loss: 0.0161
Epoch  55 Batch   32/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9766, Loss: 0.0135
Epoch  55 Batch   33/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9766, Loss: 0.0121
Epoch  55 Batch   34/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9712, Loss: 0.0242
Epoch  55 Batch   35/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9645, Loss: 0.0193
Epoch  55 Batch   36/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0124
Epoch  55 Batch   37/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0200
Epoch  55 Batch   38/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0239
Epoch  55 Batch   39/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9627, Loss: 0.0199
Epoch  55 Batch   40/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9627, Loss: 0.0122
Epoch  55 Batch   41/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9599, Loss: 0.0120
Epoch  55 Batch   42/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9602, Loss: 0.0204
Epoch  55 Batch   43/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0080
Epoch  55 Batch   44/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9599, Loss: 0.0115
Epoch  55 Batch   45/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9620, Loss: 0.0165
Epoch  55 Batch   46/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9620, Loss: 0.0201
Epoch  55 Batch   47/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0127
Epoch  55 Batch   48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0221
Epoch  55 Batch   49/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9716, Loss: 0.0235
Epoch  55 Batch   50/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0169
Epoch  55 Batch   51/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9716, Loss: 0.0153
Epoch  55 Batch   52/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9705, Loss: 0.0160
Epoch  55 Batch   53/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9634, Loss: 0.0146
Epoch  55 Batch   54/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9599, Loss: 0.0321
Epoch  55 Batch   55/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0124
Epoch  55 Batch   56/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9663, Loss: 0.0103
Epoch  55 Batch   57/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9666, Loss: 0.0203
Epoch  55 Batch   58/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9624, Loss: 0.0144
Epoch  55 Batch   59/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9616, Loss: 0.0178
Epoch  55 Batch   60/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9638, Loss: 0.0113
Epoch  55 Batch   61/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0143
Epoch  55 Batch   62/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9489, Loss: 0.0204
Epoch  55 Batch   63/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9510, Loss: 0.0128
Epoch  55 Batch   64/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9503, Loss: 0.0160
Epoch  55 Batch   65/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9556, Loss: 0.0153
Epoch  55 Batch   66/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9560, Loss: 0.0084
Epoch  55 Batch   67/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0163
Epoch  55 Batch   68/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9542, Loss: 0.0244
Epoch  55 Batch   69/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9542, Loss: 0.0247
Epoch  55 Batch   70/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9549, Loss: 0.0199
Epoch  55 Batch   71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9553, Loss: 0.0095
Epoch  55 Batch   72/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9577, Loss: 0.0174
Epoch  55 Batch   73/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9719, Loss: 0.0127
Epoch  55 Batch   74/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9719, Loss: 0.0167
Epoch  55 Batch   75/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9648, Loss: 0.0243
Epoch  55 Batch   76/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0094
Epoch  55 Batch   77/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9386, Loss: 0.0121
Epoch  55 Batch   78/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9382, Loss: 0.0143
Epoch  55 Batch   79/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9389, Loss: 0.0114
Epoch  55 Batch   80/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9386, Loss: 0.0173
Epoch  55 Batch   81/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9485, Loss: 0.0113
Epoch  55 Batch   82/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9616, Loss: 0.0150
Epoch  55 Batch   83/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0118
Epoch  55 Batch   84/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0140
Epoch  55 Batch   85/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0138
Epoch  55 Batch   86/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0139
Epoch  55 Batch   87/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0181
Epoch  55 Batch   88/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  55 Batch   89/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  55 Batch   90/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0128
Epoch  55 Batch   91/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9648, Loss: 0.0130
Epoch  55 Batch   92/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  55 Batch   93/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9645, Loss: 0.0152
Epoch  55 Batch   94/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  55 Batch   95/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9645, Loss: 0.0174
Epoch  55 Batch   96/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  55 Batch   97/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9602, Loss: 0.0190
Epoch  55 Batch   98/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9606, Loss: 0.0204
Epoch  55 Batch   99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0110
Epoch  55 Batch  100/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9648, Loss: 0.0144
Epoch  55 Batch  101/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9645, Loss: 0.0145
Epoch  55 Batch  102/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9645, Loss: 0.0100
Epoch  55 Batch  103/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9709, Loss: 0.0185
Epoch  55 Batch  104/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9663, Loss: 0.0164
Epoch  55 Batch  105/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0118
Epoch  55 Batch  106/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9599, Loss: 0.0163
Epoch  55 Batch  107/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9624, Loss: 0.0188
Epoch  55 Batch  108/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0207
Epoch  55 Batch  109/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9581, Loss: 0.0144
Epoch  55 Batch  110/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  55 Batch  111/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0126
Epoch  55 Batch  112/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0114
Epoch  55 Batch  113/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9638, Loss: 0.0239
Epoch  55 Batch  114/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0111
Epoch  55 Batch  115/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0171
Epoch  55 Batch  116/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9737, Loss: 0.0197
Epoch  55 Batch  117/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9688, Loss: 0.0119
Epoch  55 Batch  118/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9688, Loss: 0.0121
Epoch  55 Batch  119/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9688, Loss: 0.0105
Epoch  55 Batch  120/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9755, Loss: 0.0153
Epoch  55 Batch  121/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9709, Loss: 0.0176
Epoch  55 Batch  122/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0161
Epoch  55 Batch  123/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0096
Epoch  55 Batch  124/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9506, Loss: 0.0166
Epoch  55 Batch  125/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0224
Epoch  55 Batch  126/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9503, Loss: 0.0156
Epoch  55 Batch  127/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9521, Loss: 0.0167
Epoch  55 Batch  128/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0152
Epoch  55 Batch  129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9528, Loss: 0.0198
Epoch  55 Batch  130/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9528, Loss: 0.0137
Epoch  55 Batch  131/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9474, Loss: 0.0127
Epoch  55 Batch  132/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9474, Loss: 0.0136
Epoch  55 Batch  133/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9517, Loss: 0.0138
Epoch  55 Batch  134/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9538, Loss: 0.0156
Epoch  55 Batch  135/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9538, Loss: 0.0184
Epoch  55 Batch  136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9535, Loss: 0.0106
Epoch  55 Batch  137/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9542, Loss: 0.0147
Epoch  55 Batch  138/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9563, Loss: 0.0165
Epoch  55 Batch  139/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9570, Loss: 0.0163
Epoch  55 Batch  140/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  55 Batch  141/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0119
Epoch  55 Batch  142/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0161
Epoch  55 Batch  143/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9627, Loss: 0.0129
Epoch  55 Batch  144/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9606, Loss: 0.0180
Epoch  55 Batch  145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9556, Loss: 0.0181
Epoch  55 Batch  146/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9581, Loss: 0.0498
Epoch  55 Batch  147/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  55 Batch  148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0195
Epoch  55 Batch  149/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9567, Loss: 0.0113
Epoch  55 Batch  150/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0173
Epoch  55 Batch  151/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9609, Loss: 0.0111
Epoch  55 Batch  152/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0233
Epoch  55 Batch  153/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9535, Loss: 0.0249
Epoch  55 Batch  154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9538, Loss: 0.0107
Epoch  55 Batch  155/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9489, Loss: 0.0130
Epoch  55 Batch  156/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0130
Epoch  55 Batch  157/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9563, Loss: 0.0096
Epoch  55 Batch  158/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9613, Loss: 0.0134
Epoch  55 Batch  159/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9567, Loss: 0.0133
Epoch  55 Batch  160/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9517, Loss: 0.0129
Epoch  55 Batch  161/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0086
Epoch  55 Batch  162/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9542, Loss: 0.0112
Epoch  55 Batch  163/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  55 Batch  164/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0160
Epoch  55 Batch  165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9592, Loss: 0.0198
Epoch  55 Batch  166/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0144
Epoch  55 Batch  167/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9702, Loss: 0.0143
Epoch  55 Batch  168/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9652, Loss: 0.0237
Epoch  55 Batch  169/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9652, Loss: 0.0158
Epoch  55 Batch  170/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9652, Loss: 0.0190
Epoch  55 Batch  171/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9673, Loss: 0.0147
Epoch  55 Batch  172/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0134
Epoch  55 Batch  173/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9631, Loss: 0.0185
Epoch  55 Batch  174/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9631, Loss: 0.0091
Epoch  55 Batch  175/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9631, Loss: 0.0241
Epoch  55 Batch  176/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0143
Epoch  55 Batch  177/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  55 Batch  178/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9528, Loss: 0.0156
Epoch  55 Batch  179/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9574, Loss: 0.0180
Epoch  55 Batch  180/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0123
Epoch  55 Batch  181/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9592, Loss: 0.0166
Epoch  55 Batch  182/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0200
Epoch  55 Batch  183/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0152
Epoch  55 Batch  184/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  55 Batch  185/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  55 Batch  186/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9624, Loss: 0.0152
Epoch  55 Batch  187/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9521, Loss: 0.0112
Epoch  55 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0173
Epoch  55 Batch  189/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  55 Batch  190/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0138
Epoch  55 Batch  191/1077 - Train Accuracy: 0.9588, Validation Accuracy: 0.9560, Loss: 0.0124
Epoch  55 Batch  192/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0135
Epoch  55 Batch  193/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9606, Loss: 0.0128
Epoch  55 Batch  194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9563, Loss: 0.0150
Epoch  55 Batch  195/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0150
Epoch  55 Batch  196/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9588, Loss: 0.0112
Epoch  55 Batch  197/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9585, Loss: 0.0167
Epoch  55 Batch  198/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9609, Loss: 0.0183
Epoch  55 Batch  199/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9609, Loss: 0.0131
Epoch  55 Batch  200/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  55 Batch  201/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9659, Loss: 0.0143
Epoch  55 Batch  202/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9659, Loss: 0.0123
Epoch  55 Batch  203/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0182
Epoch  55 Batch  204/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0305
Epoch  55 Batch  205/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9648, Loss: 0.0231
Epoch  55 Batch  206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0122
Epoch  55 Batch  207/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0121
Epoch  55 Batch  208/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9691, Loss: 0.0182
Epoch  55 Batch  209/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9599, Loss: 0.0131
Epoch  55 Batch  210/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9599, Loss: 0.0152
Epoch  55 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9549, Loss: 0.0109
Epoch  55 Batch  212/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0133
Epoch  55 Batch  213/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0145
Epoch  55 Batch  214/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9606, Loss: 0.0114
Epoch  55 Batch  215/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0190
Epoch  55 Batch  216/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9620, Loss: 0.0153
Epoch  55 Batch  217/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9624, Loss: 0.0098
Epoch  55 Batch  218/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9624, Loss: 0.0229
Epoch  55 Batch  219/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0091
Epoch  55 Batch  220/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  55 Batch  221/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9702, Loss: 0.0146
Epoch  55 Batch  222/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0150
Epoch  55 Batch  223/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9698, Loss: 0.0138
Epoch  55 Batch  224/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0139
Epoch  55 Batch  225/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0201
Epoch  55 Batch  226/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9599, Loss: 0.0148
Epoch  55 Batch  227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0161
Epoch  55 Batch  228/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9666, Loss: 0.0112
Epoch  55 Batch  229/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9666, Loss: 0.0118
Epoch  55 Batch  230/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9663, Loss: 0.0129
Epoch  55 Batch  231/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0156
Epoch  55 Batch  232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  55 Batch  233/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0207
Epoch  55 Batch  234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9631, Loss: 0.0125
Epoch  55 Batch  235/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9695, Loss: 0.0194
Epoch  55 Batch  236/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9698, Loss: 0.0156
Epoch  55 Batch  237/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0151
Epoch  55 Batch  238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9723, Loss: 0.0124
Epoch  55 Batch  239/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9723, Loss: 0.0102
Epoch  55 Batch  240/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9723, Loss: 0.0106
Epoch  55 Batch  241/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9773, Loss: 0.0086
Epoch  55 Batch  242/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9776, Loss: 0.0120
Epoch  55 Batch  243/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9776, Loss: 0.0198
Epoch  55 Batch  244/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9776, Loss: 0.0189
Epoch  55 Batch  245/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9759, Loss: 0.0120
Epoch  55 Batch  246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9712, Loss: 0.0157
Epoch  55 Batch  247/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9712, Loss: 0.0163
Epoch  55 Batch  248/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9759, Loss: 0.0126
Epoch  55 Batch  249/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9759, Loss: 0.0146
Epoch  55 Batch  250/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9709, Loss: 0.0189
Epoch  55 Batch  251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9677, Loss: 0.0170
Epoch  55 Batch  252/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9691, Loss: 0.0175
Epoch  55 Batch  253/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9730, Loss: 0.0276
Epoch  55 Batch  254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9730, Loss: 0.0186
Epoch  55 Batch  255/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9627, Loss: 0.0147
Epoch  55 Batch  256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0479
Epoch  55 Batch  257/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  55 Batch  258/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9528, Loss: 0.0190
Epoch  55 Batch  259/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9648, Loss: 0.0355
Epoch  55 Batch  260/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9663, Loss: 0.0151
Epoch  55 Batch  261/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9602, Loss: 0.0156
Epoch  55 Batch  262/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9503, Loss: 0.0216
Epoch  55 Batch  263/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0238
Epoch  55 Batch  264/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0159
Epoch  55 Batch  265/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0134
Epoch  55 Batch  266/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9616, Loss: 0.0171
Epoch  55 Batch  267/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  55 Batch  268/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0248
Epoch  55 Batch  269/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9592, Loss: 0.0212
Epoch  55 Batch  270/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9599, Loss: 0.0231
Epoch  55 Batch  271/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9624, Loss: 0.0146
Epoch  55 Batch  272/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9624, Loss: 0.0439
Epoch  55 Batch  273/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9645, Loss: 0.0143
Epoch  55 Batch  274/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9595, Loss: 0.0174
Epoch  55 Batch  275/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9549, Loss: 0.0124
Epoch  55 Batch  276/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0252
Epoch  55 Batch  277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9524, Loss: 0.0112
Epoch  55 Batch  278/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0166
Epoch  55 Batch  279/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9513, Loss: 0.0182
Epoch  55 Batch  280/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0182
Epoch  55 Batch  281/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0185
Epoch  55 Batch  282/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9556, Loss: 0.0193
Epoch  55 Batch  283/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0176
Epoch  55 Batch  284/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0177
Epoch  55 Batch  285/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9560, Loss: 0.0174
Epoch  55 Batch  286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  55 Batch  287/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9560, Loss: 0.0241
Epoch  55 Batch  288/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0210
Epoch  55 Batch  289/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0105
Epoch  55 Batch  290/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0283
Epoch  55 Batch  291/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0209
Epoch  55 Batch  292/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  55 Batch  293/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0133
Epoch  55 Batch  294/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0162
Epoch  55 Batch  295/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  55 Batch  296/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0159
Epoch  55 Batch  297/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9577, Loss: 0.0183
Epoch  55 Batch  298/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9645, Loss: 0.0175
Epoch  55 Batch  299/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9641, Loss: 0.0177
Epoch  55 Batch  300/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0121
Epoch  55 Batch  301/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9641, Loss: 0.0135
Epoch  55 Batch  302/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0158
Epoch  55 Batch  303/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0164
Epoch  55 Batch  304/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  55 Batch  305/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9695, Loss: 0.0138
Epoch  55 Batch  306/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9666, Loss: 0.0244
Epoch  55 Batch  307/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  55 Batch  308/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9609, Loss: 0.0148
Epoch  55 Batch  309/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0124
Epoch  55 Batch  310/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0162
Epoch  55 Batch  311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9613, Loss: 0.0141
Epoch  55 Batch  312/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  55 Batch  313/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9521, Loss: 0.0139
Epoch  55 Batch  314/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0214
Epoch  55 Batch  315/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9585, Loss: 0.0141
Epoch  55 Batch  316/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9585, Loss: 0.0175
Epoch  55 Batch  317/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9585, Loss: 0.0134
Epoch  55 Batch  318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0090
Epoch  55 Batch  319/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0181
Epoch  55 Batch  320/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0232
Epoch  55 Batch  321/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9638, Loss: 0.0108
Epoch  55 Batch  322/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9638, Loss: 0.0141
Epoch  55 Batch  323/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0142
Epoch  55 Batch  324/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9585, Loss: 0.0149
Epoch  55 Batch  325/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  55 Batch  326/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9631, Loss: 0.0143
Epoch  55 Batch  327/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9567, Loss: 0.0220
Epoch  55 Batch  328/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0156
Epoch  55 Batch  329/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0178
Epoch  55 Batch  330/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  55 Batch  331/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9563, Loss: 0.0099
Epoch  55 Batch  332/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0101
Epoch  55 Batch  333/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9592, Loss: 0.0151
Epoch  55 Batch  334/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  55 Batch  335/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9613, Loss: 0.0175
Epoch  55 Batch  336/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0503
Epoch  55 Batch  337/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0171
Epoch  55 Batch  338/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9521, Loss: 0.0227
Epoch  55 Batch  339/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0099
Epoch  55 Batch  340/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  55 Batch  341/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9545, Loss: 0.0215
Epoch  55 Batch  342/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9524, Loss: 0.0104
Epoch  55 Batch  343/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0203
Epoch  55 Batch  344/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9489, Loss: 0.0163
Epoch  55 Batch  345/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9489, Loss: 0.0114
Epoch  55 Batch  346/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9485, Loss: 0.0153
Epoch  55 Batch  347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9581, Loss: 0.0114
Epoch  55 Batch  348/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9528, Loss: 0.0127
Epoch  55 Batch  349/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9478, Loss: 0.0137
Epoch  55 Batch  350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9474, Loss: 0.0130
Epoch  55 Batch  351/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9435, Loss: 0.0143
Epoch  55 Batch  352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9418, Loss: 0.0104
Epoch  55 Batch  353/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9418, Loss: 0.0143
Epoch  55 Batch  354/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9453, Loss: 0.0151
Epoch  55 Batch  355/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9453, Loss: 0.0142
Epoch  55 Batch  356/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9457, Loss: 0.0127
Epoch  55 Batch  357/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9510, Loss: 0.0158
Epoch  55 Batch  358/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9510, Loss: 0.0134
Epoch  55 Batch  359/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9531, Loss: 0.0135
Epoch  55 Batch  360/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9478, Loss: 0.0121
Epoch  55 Batch  361/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9524, Loss: 0.0106
Epoch  55 Batch  362/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9524, Loss: 0.0159
Epoch  55 Batch  363/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9524, Loss: 0.0155
Epoch  55 Batch  364/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0201
Epoch  55 Batch  365/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0104
Epoch  55 Batch  366/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9524, Loss: 0.0125
Epoch  55 Batch  367/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9524, Loss: 0.0113
Epoch  55 Batch  368/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9524, Loss: 0.0159
Epoch  55 Batch  369/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9560, Loss: 0.0140
Epoch  55 Batch  370/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0135
Epoch  55 Batch  371/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0098
Epoch  55 Batch  372/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9506, Loss: 0.0110
Epoch  55 Batch  373/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9506, Loss: 0.0116
Epoch  55 Batch  374/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9510, Loss: 0.0201
Epoch  55 Batch  375/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9467, Loss: 0.0125
Epoch  55 Batch  376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9414, Loss: 0.0192
Epoch  55 Batch  377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0158
Epoch  55 Batch  378/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0102
Epoch  55 Batch  379/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9521, Loss: 0.0179
Epoch  55 Batch  380/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9521, Loss: 0.0145
Epoch  55 Batch  381/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9521, Loss: 0.0150
Epoch  55 Batch  382/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9506, Loss: 0.0213
Epoch  55 Batch  383/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9453, Loss: 0.0175
Epoch  55 Batch  384/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9570, Loss: 0.0130
Epoch  55 Batch  385/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9524, Loss: 0.0117
Epoch  55 Batch  386/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9624, Loss: 0.0167
Epoch  55 Batch  387/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0144
Epoch  55 Batch  388/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9631, Loss: 0.0215
Epoch  55 Batch  389/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9727, Loss: 0.0170
Epoch  55 Batch  390/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9702, Loss: 0.0232
Epoch  55 Batch  391/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  55 Batch  392/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9609, Loss: 0.0223
Epoch  55 Batch  393/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9609, Loss: 0.0131
Epoch  55 Batch  394/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9656, Loss: 0.0125
Epoch  55 Batch  395/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9588, Loss: 0.0138
Epoch  55 Batch  396/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0165
Epoch  55 Batch  397/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  55 Batch  398/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  55 Batch  399/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  55 Batch  400/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9609, Loss: 0.0156
Epoch  55 Batch  401/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0118
Epoch  55 Batch  402/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0137
Epoch  55 Batch  403/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9567, Loss: 0.0251
Epoch  55 Batch  404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9613, Loss: 0.0174
Epoch  55 Batch  405/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9616, Loss: 0.0175
Epoch  55 Batch  406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  55 Batch  407/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9616, Loss: 0.0177
Epoch  55 Batch  408/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9613, Loss: 0.0201
Epoch  55 Batch  409/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0184
Epoch  55 Batch  410/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9588, Loss: 0.0300
Epoch  55 Batch  411/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  55 Batch  412/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0147
Epoch  55 Batch  413/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9560, Loss: 0.0123
Epoch  55 Batch  414/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9563, Loss: 0.0120
Epoch  55 Batch  415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9563, Loss: 0.0181
Epoch  55 Batch  416/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0130
Epoch  55 Batch  417/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9631, Loss: 0.0251
Epoch  55 Batch  418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9673, Loss: 0.0164
Epoch  55 Batch  419/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0145
Epoch  55 Batch  420/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9556, Loss: 0.0101
Epoch  55 Batch  421/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9513, Loss: 0.0197
Epoch  55 Batch  422/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9513, Loss: 0.0110
Epoch  55 Batch  423/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9513, Loss: 0.0182
Epoch  55 Batch  424/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9513, Loss: 0.0151
Epoch  55 Batch  425/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9450, Loss: 0.0092
Epoch  55 Batch  426/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9499, Loss: 0.0195
Epoch  55 Batch  427/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9535, Loss: 0.0148
Epoch  55 Batch  428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9535, Loss: 0.0168
Epoch  55 Batch  429/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9535, Loss: 0.0102
Epoch  55 Batch  430/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9560, Loss: 0.0148
Epoch  55 Batch  431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9613, Loss: 0.0125
Epoch  55 Batch  432/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0154
Epoch  55 Batch  433/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0160
Epoch  55 Batch  434/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9574, Loss: 0.0128
Epoch  55 Batch  435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  55 Batch  436/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9574, Loss: 0.0133
Epoch  55 Batch  437/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9602, Loss: 0.0111
Epoch  55 Batch  438/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9553, Loss: 0.0140
Epoch  55 Batch  439/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9553, Loss: 0.0156
Epoch  55 Batch  440/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9553, Loss: 0.0178
Epoch  55 Batch  441/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9549, Loss: 0.0137
Epoch  55 Batch  442/1077 - Train Accuracy: 0.9509, Validation Accuracy: 0.9545, Loss: 0.0176
Epoch  55 Batch  443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  55 Batch  444/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9545, Loss: 0.0189
Epoch  55 Batch  445/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  55 Batch  446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9613, Loss: 0.0114
Epoch  55 Batch  447/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0117
Epoch  55 Batch  448/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9613, Loss: 0.0175
Epoch  55 Batch  449/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9567, Loss: 0.0211
Epoch  55 Batch  450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9521, Loss: 0.0181
Epoch  55 Batch  451/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9521, Loss: 0.0135
Epoch  55 Batch  452/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9521, Loss: 0.0136
Epoch  55 Batch  453/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0178
Epoch  55 Batch  454/1077 - Train Accuracy: 0.9414, Validation Accuracy: 0.9521, Loss: 0.0274
Epoch  55 Batch  455/1077 - Train Accuracy: 0.9744, Validation Accuracy: 0.9528, Loss: 0.0181
Epoch  55 Batch  456/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9528, Loss: 0.0196
Epoch  55 Batch  457/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9496, Loss: 0.0139
Epoch  55 Batch  458/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9496, Loss: 0.0173
Epoch  55 Batch  459/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9496, Loss: 0.0167
Epoch  55 Batch  460/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9538, Loss: 0.0168
Epoch  55 Batch  461/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  55 Batch  462/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  55 Batch  463/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  55 Batch  464/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0114
Epoch  55 Batch  465/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9616, Loss: 0.0216
Epoch  55 Batch  466/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0124
Epoch  55 Batch  467/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  55 Batch  468/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9588, Loss: 0.0154
Epoch  55 Batch  469/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0102
Epoch  55 Batch  470/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9609, Loss: 0.0171
Epoch  55 Batch  471/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0133
Epoch  55 Batch  472/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9585, Loss: 0.0143
Epoch  55 Batch  473/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0131
Epoch  55 Batch  474/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0140
Epoch  55 Batch  475/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9549, Loss: 0.0175
Epoch  55 Batch  476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9553, Loss: 0.0130
Epoch  55 Batch  477/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0149
Epoch  55 Batch  478/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0174
Epoch  55 Batch  479/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9645, Loss: 0.0142
Epoch  55 Batch  480/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9616, Loss: 0.0127
Epoch  55 Batch  481/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9616, Loss: 0.0157
Epoch  55 Batch  482/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0183
Epoch  55 Batch  483/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9542, Loss: 0.0176
Epoch  55 Batch  484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0189
Epoch  55 Batch  485/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9574, Loss: 0.0142
Epoch  55 Batch  486/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9524, Loss: 0.0124
Epoch  55 Batch  487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0162
Epoch  55 Batch  488/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9521, Loss: 0.0140
Epoch  55 Batch  489/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9545, Loss: 0.0154
Epoch  55 Batch  490/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9570, Loss: 0.0156
Epoch  55 Batch  491/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9585, Loss: 0.0215
Epoch  55 Batch  492/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0202
Epoch  55 Batch  493/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9538, Loss: 0.0113
Epoch  55 Batch  494/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0150
Epoch  55 Batch  495/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9492, Loss: 0.0139
Epoch  55 Batch  496/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9496, Loss: 0.0111
Epoch  55 Batch  497/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9506, Loss: 0.0143
Epoch  55 Batch  498/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9549, Loss: 0.0208
Epoch  55 Batch  499/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9549, Loss: 0.0169
Epoch  55 Batch  500/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9595, Loss: 0.0133
Epoch  55 Batch  501/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0114
Epoch  55 Batch  502/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0196
Epoch  55 Batch  503/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  55 Batch  504/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0137
Epoch  55 Batch  505/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9680, Loss: 0.0097
Epoch  55 Batch  506/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9680, Loss: 0.0269
Epoch  55 Batch  507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9659, Loss: 0.0180
Epoch  55 Batch  508/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9705, Loss: 0.0095
Epoch  55 Batch  509/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9663, Loss: 0.0181
Epoch  55 Batch  510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0132
Epoch  55 Batch  511/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9659, Loss: 0.0170
Epoch  55 Batch  512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0103
Epoch  55 Batch  513/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0185
Epoch  55 Batch  514/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  55 Batch  515/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0126
Epoch  55 Batch  516/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9652, Loss: 0.0149
Epoch  55 Batch  517/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9677, Loss: 0.0181
Epoch  55 Batch  518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  55 Batch  519/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9560, Loss: 0.0194
Epoch  55 Batch  520/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9517, Loss: 0.0099
Epoch  55 Batch  521/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9567, Loss: 0.0182
Epoch  55 Batch  522/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9567, Loss: 0.0195
Epoch  55 Batch  523/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9517, Loss: 0.0180
Epoch  55 Batch  524/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0166
Epoch  55 Batch  525/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0159
Epoch  55 Batch  526/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  55 Batch  527/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  55 Batch  528/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0168
Epoch  55 Batch  529/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9581, Loss: 0.0205
Epoch  55 Batch  530/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0150
Epoch  55 Batch  531/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9581, Loss: 0.0173
Epoch  55 Batch  532/1077 - Train Accuracy: 0.9508, Validation Accuracy: 0.9631, Loss: 0.0244
Epoch  55 Batch  533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0136
Epoch  55 Batch  534/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9677, Loss: 0.0201
Epoch  55 Batch  535/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0169
Epoch  55 Batch  536/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9730, Loss: 0.0177
Epoch  55 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9680, Loss: 0.0148
Epoch  55 Batch  538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9631, Loss: 0.0134
Epoch  55 Batch  539/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9730, Loss: 0.0220
Epoch  55 Batch  540/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0119
Epoch  55 Batch  541/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  55 Batch  542/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9688, Loss: 0.0201
Epoch  55 Batch  543/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0143
Epoch  55 Batch  544/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0100
Epoch  55 Batch  545/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9645, Loss: 0.0123
Epoch  55 Batch  546/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0164
Epoch  55 Batch  547/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9524, Loss: 0.0123
Epoch  55 Batch  548/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9482, Loss: 0.0184
Epoch  55 Batch  549/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9577, Loss: 0.0181
Epoch  55 Batch  550/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0175
Epoch  55 Batch  551/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9595, Loss: 0.0209
Epoch  55 Batch  552/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9499, Loss: 0.0183
Epoch  55 Batch  553/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9496, Loss: 0.0197
Epoch  55 Batch  554/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9499, Loss: 0.0154
Epoch  55 Batch  555/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9503, Loss: 0.0152
Epoch  55 Batch  556/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0106
Epoch  55 Batch  557/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9574, Loss: 0.0127
Epoch  55 Batch  558/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9567, Loss: 0.0130
Epoch  55 Batch  559/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0165
Epoch  55 Batch  560/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9613, Loss: 0.0140
Epoch  55 Batch  561/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9616, Loss: 0.0148
Epoch  55 Batch  562/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9666, Loss: 0.0119
Epoch  55 Batch  563/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0156
Epoch  55 Batch  564/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0233
Epoch  55 Batch  565/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0202
Epoch  55 Batch  566/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9570, Loss: 0.0134
Epoch  55 Batch  567/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  55 Batch  568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9567, Loss: 0.0148
Epoch  55 Batch  569/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  55 Batch  570/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9560, Loss: 0.0186
Epoch  55 Batch  571/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9556, Loss: 0.0137
Epoch  55 Batch  572/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9556, Loss: 0.0162
Epoch  55 Batch  573/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9627, Loss: 0.0271
Epoch  55 Batch  574/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9553, Loss: 0.0201
Epoch  55 Batch  575/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9553, Loss: 0.0155
Epoch  55 Batch  576/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9602, Loss: 0.0124
Epoch  55 Batch  577/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9553, Loss: 0.0156
Epoch  55 Batch  578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9553, Loss: 0.0128
Epoch  55 Batch  579/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9450, Loss: 0.0159
Epoch  55 Batch  580/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9450, Loss: 0.0110
Epoch  55 Batch  581/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9457, Loss: 0.0124
Epoch  55 Batch  582/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9457, Loss: 0.0139
Epoch  55 Batch  583/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9457, Loss: 0.0171
Epoch  55 Batch  584/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9574, Loss: 0.0159
Epoch  55 Batch  585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9570, Loss: 0.0098
Epoch  55 Batch  586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9549, Loss: 0.0140
Epoch  55 Batch  587/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9549, Loss: 0.0181
Epoch  55 Batch  588/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9602, Loss: 0.0155
Epoch  55 Batch  589/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  55 Batch  590/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9648, Loss: 0.0155
Epoch  55 Batch  591/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9648, Loss: 0.0147
Epoch  55 Batch  592/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9648, Loss: 0.0177
Epoch  55 Batch  593/1077 - Train Accuracy: 0.9405, Validation Accuracy: 0.9648, Loss: 0.0316
Epoch  55 Batch  594/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0179
Epoch  55 Batch  595/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  55 Batch  596/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9709, Loss: 0.0135
Epoch  55 Batch  597/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0133
Epoch  55 Batch  598/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9709, Loss: 0.0154
Epoch  55 Batch  599/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9659, Loss: 0.0267
Epoch  55 Batch  600/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  55 Batch  601/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0188
Epoch  55 Batch  602/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9602, Loss: 0.0185
Epoch  55 Batch  603/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9624, Loss: 0.0168
Epoch  55 Batch  604/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9656, Loss: 0.0221
Epoch  55 Batch  605/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9730, Loss: 0.0217
Epoch  55 Batch  606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9734, Loss: 0.0138
Epoch  55 Batch  607/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9734, Loss: 0.0222
Epoch  55 Batch  608/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9709, Loss: 0.0228
Epoch  55 Batch  609/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0193
Epoch  55 Batch  610/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9751, Loss: 0.0195
Epoch  55 Batch  611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9638, Loss: 0.0140
Epoch  55 Batch  612/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9638, Loss: 0.0134
Epoch  55 Batch  613/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9638, Loss: 0.0172
Epoch  55 Batch  614/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0155
Epoch  55 Batch  615/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0096
Epoch  55 Batch  616/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  55 Batch  617/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9592, Loss: 0.0119
Epoch  55 Batch  618/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0180
Epoch  55 Batch  619/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9592, Loss: 0.0117
Epoch  55 Batch  620/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9592, Loss: 0.0114
Epoch  55 Batch  621/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9560, Loss: 0.0163
Epoch  55 Batch  622/1077 - Train Accuracy: 0.9630, Validation Accuracy: 0.9577, Loss: 0.0208
Epoch  55 Batch  623/1077 - Train Accuracy: 0.9402, Validation Accuracy: 0.9577, Loss: 0.0207
Epoch  55 Batch  624/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9499, Loss: 0.0200
Epoch  55 Batch  625/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9499, Loss: 0.0161
Epoch  55 Batch  626/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9535, Loss: 0.0145
Epoch  55 Batch  627/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9535, Loss: 0.0155
Epoch  55 Batch  628/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0178
Epoch  55 Batch  629/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9581, Loss: 0.0148
Epoch  55 Batch  630/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0131
Epoch  55 Batch  631/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9645, Loss: 0.0200
Epoch  55 Batch  632/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9645, Loss: 0.0132
Epoch  55 Batch  633/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9645, Loss: 0.0133
Epoch  55 Batch  634/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9695, Loss: 0.0135
Epoch  55 Batch  635/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9695, Loss: 0.0196
Epoch  55 Batch  636/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0147
Epoch  55 Batch  637/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9691, Loss: 0.0192
Epoch  55 Batch  638/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9691, Loss: 0.0140
Epoch  55 Batch  639/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9691, Loss: 0.0192
Epoch  55 Batch  640/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9691, Loss: 0.0131
Epoch  55 Batch  641/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9702, Loss: 0.0182
Epoch  55 Batch  642/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9702, Loss: 0.0172
Epoch  55 Batch  643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9702, Loss: 0.0099
Epoch  55 Batch  644/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9751, Loss: 0.0109
Epoch  55 Batch  645/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9751, Loss: 0.0181
Epoch  55 Batch  646/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0138
Epoch  55 Batch  647/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9688, Loss: 0.0187
Epoch  55 Batch  648/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9712, Loss: 0.0124
Epoch  55 Batch  649/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9712, Loss: 0.0140
Epoch  55 Batch  650/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9663, Loss: 0.0137
Epoch  55 Batch  651/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9663, Loss: 0.0129
Epoch  55 Batch  652/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9648, Loss: 0.0154
Epoch  55 Batch  653/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0208
Epoch  55 Batch  654/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0146
Epoch  55 Batch  655/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0187
Epoch  55 Batch  656/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0181
Epoch  55 Batch  657/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9595, Loss: 0.0187
Epoch  55 Batch  658/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9549, Loss: 0.0097
Epoch  55 Batch  659/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9624, Loss: 0.0147
Epoch  55 Batch  660/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0138
Epoch  55 Batch  661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9577, Loss: 0.0163
Epoch  55 Batch  662/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9577, Loss: 0.0118
Epoch  55 Batch  663/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9581, Loss: 0.0114
Epoch  55 Batch  664/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9627, Loss: 0.0125
Epoch  55 Batch  665/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9577, Loss: 0.0094
Epoch  55 Batch  666/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9577, Loss: 0.0173
Epoch  55 Batch  667/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0156
Epoch  55 Batch  668/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9620, Loss: 0.0115
Epoch  55 Batch  669/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9620, Loss: 0.0112
Epoch  55 Batch  670/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  55 Batch  671/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9560, Loss: 0.0153
Epoch  55 Batch  672/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9560, Loss: 0.0131
Epoch  55 Batch  673/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9513, Loss: 0.0175
Epoch  55 Batch  674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9563, Loss: 0.0172
Epoch  55 Batch  675/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9563, Loss: 0.0178
Epoch  55 Batch  676/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  55 Batch  677/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9663, Loss: 0.0146
Epoch  55 Batch  678/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9663, Loss: 0.0116
Epoch  55 Batch  679/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0104
Epoch  55 Batch  680/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0187
Epoch  55 Batch  681/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9616, Loss: 0.0158
Epoch  55 Batch  682/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9616, Loss: 0.0136
Epoch  55 Batch  683/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9627, Loss: 0.0138
Epoch  55 Batch  684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0158
Epoch  55 Batch  685/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9585, Loss: 0.0226
Epoch  55 Batch  686/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9634, Loss: 0.0135
Epoch  55 Batch  687/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  55 Batch  688/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0100
Epoch  55 Batch  689/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0088
Epoch  55 Batch  690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  55 Batch  691/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  55 Batch  692/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0158
Epoch  55 Batch  693/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9606, Loss: 0.0206
Epoch  55 Batch  694/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9606, Loss: 0.0113
Epoch  55 Batch  695/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0165
Epoch  55 Batch  696/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9613, Loss: 0.0116
Epoch  55 Batch  697/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0144
Epoch  55 Batch  698/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9624, Loss: 0.0118
Epoch  55 Batch  699/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9574, Loss: 0.0097
Epoch  55 Batch  700/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9574, Loss: 0.0124
Epoch  55 Batch  701/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9517, Loss: 0.0143
Epoch  55 Batch  702/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9563, Loss: 0.0229
Epoch  55 Batch  703/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0140
Epoch  55 Batch  704/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0237
Epoch  55 Batch  705/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9684, Loss: 0.0163
Epoch  55 Batch  706/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9730, Loss: 0.0344
Epoch  55 Batch  707/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9730, Loss: 0.0239
Epoch  55 Batch  708/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9730, Loss: 0.0119
Epoch  55 Batch  709/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9684, Loss: 0.0181
Epoch  55 Batch  710/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  55 Batch  711/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  55 Batch  712/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0120
Epoch  55 Batch  713/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  55 Batch  714/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0162
Epoch  55 Batch  715/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0144
Epoch  55 Batch  716/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0144
Epoch  55 Batch  717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9567, Loss: 0.0090
Epoch  55 Batch  718/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0198
Epoch  55 Batch  719/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  55 Batch  720/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9567, Loss: 0.0158
Epoch  55 Batch  721/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9567, Loss: 0.0145
Epoch  55 Batch  722/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0129
Epoch  55 Batch  723/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9567, Loss: 0.0131
Epoch  55 Batch  724/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9563, Loss: 0.0159
Epoch  55 Batch  725/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9563, Loss: 0.0175
Epoch  55 Batch  726/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9627, Loss: 0.0124
Epoch  55 Batch  727/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0136
Epoch  55 Batch  728/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9616, Loss: 0.0158
Epoch  55 Batch  729/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0195
Epoch  55 Batch  730/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9616, Loss: 0.0217
Epoch  55 Batch  731/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9613, Loss: 0.0138
Epoch  55 Batch  732/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9588, Loss: 0.0184
Epoch  55 Batch  733/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  55 Batch  734/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  55 Batch  735/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0112
Epoch  55 Batch  736/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9631, Loss: 0.0144
Epoch  55 Batch  737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0169
Epoch  55 Batch  738/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9581, Loss: 0.0097
Epoch  55 Batch  739/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0141
Epoch  55 Batch  740/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9489, Loss: 0.0133
Epoch  55 Batch  741/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9531, Loss: 0.0198
Epoch  55 Batch  742/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  55 Batch  743/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9592, Loss: 0.0131
Epoch  55 Batch  744/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9595, Loss: 0.0177
Epoch  55 Batch  745/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0196
Epoch  55 Batch  746/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9645, Loss: 0.0133
Epoch  55 Batch  747/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9641, Loss: 0.0134
Epoch  55 Batch  748/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0133
Epoch  55 Batch  749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9712, Loss: 0.0107
Epoch  55 Batch  750/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9712, Loss: 0.0134
Epoch  55 Batch  751/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9709, Loss: 0.0128
Epoch  55 Batch  752/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9709, Loss: 0.0151
Epoch  55 Batch  753/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9709, Loss: 0.0142
Epoch  55 Batch  754/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  55 Batch  755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9656, Loss: 0.0175
Epoch  55 Batch  756/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9652, Loss: 0.0123
Epoch  55 Batch  757/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0153
Epoch  55 Batch  758/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9670, Loss: 0.0123
Epoch  55 Batch  759/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9670, Loss: 0.0181
Epoch  55 Batch  760/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9680, Loss: 0.0186
Epoch  55 Batch  761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0123
Epoch  55 Batch  762/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9641, Loss: 0.0149
Epoch  55 Batch  763/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9592, Loss: 0.0165
Epoch  55 Batch  764/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9588, Loss: 0.0149
Epoch  55 Batch  765/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  55 Batch  766/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9680, Loss: 0.0171
Epoch  55 Batch  767/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9727, Loss: 0.0198
Epoch  55 Batch  768/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9709, Loss: 0.0135
Epoch  55 Batch  769/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0152
Epoch  55 Batch  770/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9748, Loss: 0.0157
Epoch  55 Batch  771/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9602, Loss: 0.0145
Epoch  55 Batch  772/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  55 Batch  773/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0116
Epoch  55 Batch  774/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0115
Epoch  55 Batch  775/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0138
Epoch  55 Batch  776/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0183
Epoch  55 Batch  777/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0106
Epoch  55 Batch  778/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9656, Loss: 0.0179
Epoch  55 Batch  779/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  55 Batch  780/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0235
Epoch  55 Batch  781/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9648, Loss: 0.0122
Epoch  55 Batch  782/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9606, Loss: 0.0154
Epoch  55 Batch  783/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9553, Loss: 0.0179
Epoch  55 Batch  784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9570, Loss: 0.0131
Epoch  55 Batch  785/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9556, Loss: 0.0109
Epoch  55 Batch  786/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  55 Batch  787/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9556, Loss: 0.0125
Epoch  55 Batch  788/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0183
Epoch  55 Batch  789/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0227
Epoch  55 Batch  790/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0232
Epoch  55 Batch  791/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9609, Loss: 0.0148
Epoch  55 Batch  792/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9609, Loss: 0.0174
Epoch  55 Batch  793/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9609, Loss: 0.0181
Epoch  55 Batch  794/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9563, Loss: 0.0113
Epoch  55 Batch  795/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0163
Epoch  55 Batch  796/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  55 Batch  797/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9563, Loss: 0.0168
Epoch  55 Batch  798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9563, Loss: 0.0128
Epoch  55 Batch  799/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0297
Epoch  55 Batch  800/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9563, Loss: 0.0126
Epoch  55 Batch  801/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9609, Loss: 0.0163
Epoch  55 Batch  802/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9666, Loss: 0.0220
Epoch  55 Batch  803/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9641, Loss: 0.0155
Epoch  55 Batch  804/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9599, Loss: 0.0111
Epoch  55 Batch  805/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9556, Loss: 0.0169
Epoch  55 Batch  806/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0105
Epoch  55 Batch  807/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9531, Loss: 0.0126
Epoch  55 Batch  808/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9531, Loss: 0.0250
Epoch  55 Batch  809/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9531, Loss: 0.0292
Epoch  55 Batch  810/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9577, Loss: 0.0139
Epoch  55 Batch  811/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9574, Loss: 0.0156
Epoch  55 Batch  812/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9567, Loss: 0.0131
Epoch  55 Batch  813/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0127
Epoch  55 Batch  814/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0131
Epoch  55 Batch  815/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  55 Batch  816/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9620, Loss: 0.0136
Epoch  55 Batch  817/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9620, Loss: 0.0115
Epoch  55 Batch  818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9620, Loss: 0.0190
Epoch  55 Batch  819/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9705, Loss: 0.0143
Epoch  55 Batch  820/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0131
Epoch  55 Batch  821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0162
Epoch  55 Batch  822/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0124
Epoch  55 Batch  823/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9553, Loss: 0.0163
Epoch  55 Batch  824/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9602, Loss: 0.0157
Epoch  55 Batch  825/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9634, Loss: 0.0096
Epoch  55 Batch  826/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0112
Epoch  55 Batch  827/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9609, Loss: 0.0149
Epoch  55 Batch  828/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0130
Epoch  55 Batch  829/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9567, Loss: 0.0230
Epoch  55 Batch  830/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9524, Loss: 0.0202
Epoch  55 Batch  831/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0149
Epoch  55 Batch  832/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9567, Loss: 0.0128
Epoch  55 Batch  833/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0181
Epoch  55 Batch  834/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  55 Batch  835/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9510, Loss: 0.0136
Epoch  55 Batch  836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9570, Loss: 0.0123
Epoch  55 Batch  837/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9570, Loss: 0.0240
Epoch  55 Batch  838/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0172
Epoch  55 Batch  839/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0118
Epoch  55 Batch  840/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9574, Loss: 0.0164
Epoch  55 Batch  841/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9574, Loss: 0.0273
Epoch  55 Batch  842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9634, Loss: 0.0128
Epoch  55 Batch  843/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9634, Loss: 0.0120
Epoch  55 Batch  844/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9684, Loss: 0.0142
Epoch  55 Batch  845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0114
Epoch  55 Batch  846/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9695, Loss: 0.0189
Epoch  55 Batch  847/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9666, Loss: 0.0157
Epoch  55 Batch  848/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9666, Loss: 0.0168
Epoch  55 Batch  849/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9698, Loss: 0.0100
Epoch  55 Batch  850/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9695, Loss: 0.0226
Epoch  55 Batch  851/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9744, Loss: 0.0244
Epoch  55 Batch  852/1077 - Train Accuracy: 0.9496, Validation Accuracy: 0.9741, Loss: 0.0198
Epoch  55 Batch  853/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9719, Loss: 0.0131
Epoch  55 Batch  854/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9744, Loss: 0.0153
Epoch  55 Batch  855/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0157
Epoch  55 Batch  856/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9741, Loss: 0.0134
Epoch  55 Batch  857/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9695, Loss: 0.0125
Epoch  55 Batch  858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9716, Loss: 0.0081
Epoch  55 Batch  859/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9762, Loss: 0.0154
Epoch  55 Batch  860/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9755, Loss: 0.0160
Epoch  55 Batch  861/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9730, Loss: 0.0121
Epoch  55 Batch  862/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  55 Batch  863/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9588, Loss: 0.0141
Epoch  55 Batch  864/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9588, Loss: 0.0176
Epoch  55 Batch  865/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9588, Loss: 0.0184
Epoch  55 Batch  866/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9588, Loss: 0.0176
Epoch  55 Batch  867/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9638, Loss: 0.0469
Epoch  55 Batch  868/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0191
Epoch  55 Batch  869/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9751, Loss: 0.0124
Epoch  55 Batch  870/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9776, Loss: 0.0149
Epoch  55 Batch  871/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9727, Loss: 0.0147
Epoch  55 Batch  872/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  55 Batch  873/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9673, Loss: 0.0161
Epoch  55 Batch  874/1077 - Train Accuracy: 0.9359, Validation Accuracy: 0.9673, Loss: 0.0192
Epoch  55 Batch  875/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9670, Loss: 0.0133
Epoch  55 Batch  876/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9670, Loss: 0.0114
Epoch  55 Batch  877/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9670, Loss: 0.0130
Epoch  55 Batch  878/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0101
Epoch  55 Batch  879/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9648, Loss: 0.0099
Epoch  55 Batch  880/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9698, Loss: 0.0150
Epoch  55 Batch  881/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0156
Epoch  55 Batch  882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0134
Epoch  55 Batch  883/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9588, Loss: 0.0212
Epoch  55 Batch  884/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9641, Loss: 0.0179
Epoch  55 Batch  885/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0084
Epoch  55 Batch  886/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9641, Loss: 0.0170
Epoch  55 Batch  887/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9691, Loss: 0.0200
Epoch  55 Batch  888/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9641, Loss: 0.0191
Epoch  55 Batch  889/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0181
Epoch  55 Batch  890/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9563, Loss: 0.0174
Epoch  55 Batch  891/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9563, Loss: 0.0131
Epoch  55 Batch  892/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9567, Loss: 0.0162
Epoch  55 Batch  893/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9535, Loss: 0.0136
Epoch  55 Batch  894/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9485, Loss: 0.0144
Epoch  55 Batch  895/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9414, Loss: 0.0164
Epoch  55 Batch  896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9464, Loss: 0.0162
Epoch  55 Batch  897/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9464, Loss: 0.0129
Epoch  55 Batch  898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9485, Loss: 0.0183
Epoch  55 Batch  899/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0198
Epoch  55 Batch  900/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9595, Loss: 0.0188
Epoch  55 Batch  901/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9638, Loss: 0.0289
Epoch  55 Batch  902/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9670, Loss: 0.0210
Epoch  55 Batch  903/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9719, Loss: 0.0166
Epoch  55 Batch  904/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9719, Loss: 0.0157
Epoch  55 Batch  905/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9769, Loss: 0.0138
Epoch  55 Batch  906/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9769, Loss: 0.0125
Epoch  55 Batch  907/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9766, Loss: 0.0145
Epoch  55 Batch  908/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9766, Loss: 0.0172
Epoch  55 Batch  909/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9787, Loss: 0.0155
Epoch  55 Batch  910/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9691, Loss: 0.0190
Epoch  55 Batch  911/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9695, Loss: 0.0208
Epoch  55 Batch  912/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0148
Epoch  55 Batch  913/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0180
Epoch  55 Batch  914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9648, Loss: 0.0451
Epoch  55 Batch  915/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9673, Loss: 0.0122
Epoch  55 Batch  916/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9670, Loss: 0.0134
Epoch  55 Batch  917/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9670, Loss: 0.0172
Epoch  55 Batch  918/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9670, Loss: 0.0117
Epoch  55 Batch  919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9670, Loss: 0.0130
Epoch  55 Batch  920/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9645, Loss: 0.0103
Epoch  55 Batch  921/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9645, Loss: 0.0171
Epoch  55 Batch  922/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0152
Epoch  55 Batch  923/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9545, Loss: 0.0088
Epoch  55 Batch  924/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9595, Loss: 0.0216
Epoch  55 Batch  925/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9616, Loss: 0.0113
Epoch  55 Batch  926/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0167
Epoch  55 Batch  927/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9521, Loss: 0.0207
Epoch  55 Batch  928/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0141
Epoch  55 Batch  929/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0146
Epoch  55 Batch  930/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9549, Loss: 0.0132
Epoch  55 Batch  931/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9545, Loss: 0.0125
Epoch  55 Batch  932/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9595, Loss: 0.0129
Epoch  55 Batch  933/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9595, Loss: 0.0154
Epoch  55 Batch  934/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0108
Epoch  55 Batch  935/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0110
Epoch  55 Batch  936/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9606, Loss: 0.0177
Epoch  55 Batch  937/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9656, Loss: 0.0218
Epoch  55 Batch  938/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0184
Epoch  55 Batch  939/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0228
Epoch  55 Batch  940/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9545, Loss: 0.0120
Epoch  55 Batch  941/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9545, Loss: 0.0123
Epoch  55 Batch  942/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9577, Loss: 0.0196
Epoch  55 Batch  943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9627, Loss: 0.0112
Epoch  55 Batch  944/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9627, Loss: 0.0138
Epoch  55 Batch  945/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9688, Loss: 0.0110
Epoch  55 Batch  946/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9688, Loss: 0.0105
Epoch  55 Batch  947/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0184
Epoch  55 Batch  948/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9641, Loss: 0.0137
Epoch  55 Batch  949/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9641, Loss: 0.0130
Epoch  55 Batch  950/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9577, Loss: 0.0129
Epoch  55 Batch  951/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9592, Loss: 0.0166
Epoch  55 Batch  952/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9588, Loss: 0.0090
Epoch  55 Batch  953/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9613, Loss: 0.0110
Epoch  55 Batch  954/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9613, Loss: 0.0185
Epoch  55 Batch  955/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0167
Epoch  55 Batch  956/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0179
Epoch  55 Batch  957/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9592, Loss: 0.0113
Epoch  55 Batch  958/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0145
Epoch  55 Batch  959/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9592, Loss: 0.0182
Epoch  55 Batch  960/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  55 Batch  961/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0117
Epoch  55 Batch  962/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9631, Loss: 0.0194
Epoch  55 Batch  963/1077 - Train Accuracy: 0.9835, Validation Accuracy: 0.9631, Loss: 0.0197
Epoch  55 Batch  964/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9677, Loss: 0.0150
Epoch  55 Batch  965/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9673, Loss: 0.0291
Epoch  55 Batch  966/1077 - Train Accuracy: 0.9834, Validation Accuracy: 0.9677, Loss: 0.0154
Epoch  55 Batch  967/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9727, Loss: 0.0191
Epoch  55 Batch  968/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9727, Loss: 0.0188
Epoch  55 Batch  969/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9727, Loss: 0.0203
Epoch  55 Batch  970/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9727, Loss: 0.0139
Epoch  55 Batch  971/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0238
Epoch  55 Batch  972/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9680, Loss: 0.0183
Epoch  55 Batch  973/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9680, Loss: 0.0111
Epoch  55 Batch  974/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9659, Loss: 0.0120
Epoch  55 Batch  975/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  55 Batch  976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0134
Epoch  55 Batch  977/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0120
Epoch  55 Batch  978/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0202
Epoch  55 Batch  979/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9585, Loss: 0.0161
Epoch  55 Batch  980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0148
Epoch  55 Batch  981/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0205
Epoch  55 Batch  982/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9556, Loss: 0.0126
Epoch  55 Batch  983/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9553, Loss: 0.0144
Epoch  55 Batch  984/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9645, Loss: 0.0196
Epoch  55 Batch  985/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9648, Loss: 0.0134
Epoch  55 Batch  986/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0162
Epoch  55 Batch  987/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9602, Loss: 0.0126
Epoch  55 Batch  988/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9581, Loss: 0.0171
Epoch  55 Batch  989/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9581, Loss: 0.0200
Epoch  55 Batch  990/1077 - Train Accuracy: 0.9975, Validation Accuracy: 0.9588, Loss: 0.0157
Epoch  55 Batch  991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9542, Loss: 0.0119
Epoch  55 Batch  992/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9542, Loss: 0.0181
Epoch  55 Batch  993/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9496, Loss: 0.0137
Epoch  55 Batch  994/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9563, Loss: 0.0105
Epoch  55 Batch  995/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0127
Epoch  55 Batch  996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9513, Loss: 0.0168
Epoch  55 Batch  997/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9510, Loss: 0.0145
Epoch  55 Batch  998/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9563, Loss: 0.0170
Epoch  55 Batch  999/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9510, Loss: 0.0185
Epoch  55 Batch 1000/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9531, Loss: 0.0155
Epoch  55 Batch 1001/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9531, Loss: 0.0100
Epoch  55 Batch 1002/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0123
Epoch  55 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0157
Epoch  55 Batch 1004/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9535, Loss: 0.0129
Epoch  55 Batch 1005/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9535, Loss: 0.0149
Epoch  55 Batch 1006/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9535, Loss: 0.0121
Epoch  55 Batch 1007/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9538, Loss: 0.0096
Epoch  55 Batch 1008/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9517, Loss: 0.0168
Epoch  55 Batch 1009/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9521, Loss: 0.0103
Epoch  55 Batch 1010/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9467, Loss: 0.0115
Epoch  55 Batch 1011/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9567, Loss: 0.0154
Epoch  55 Batch 1012/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9567, Loss: 0.0123
Epoch  55 Batch 1013/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9567, Loss: 0.0109
Epoch  55 Batch 1014/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9542, Loss: 0.0126
Epoch  55 Batch 1015/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9535, Loss: 0.0171
Epoch  55 Batch 1016/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9535, Loss: 0.0132
Epoch  55 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9535, Loss: 0.0124
Epoch  55 Batch 1018/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9556, Loss: 0.0200
Epoch  55 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9556, Loss: 0.0210
Epoch  55 Batch 1020/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9556, Loss: 0.0110
Epoch  55 Batch 1021/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9588, Loss: 0.0149
Epoch  55 Batch 1022/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9538, Loss: 0.0123
Epoch  55 Batch 1023/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9588, Loss: 0.0188
Epoch  55 Batch 1024/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0186
Epoch  55 Batch 1025/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0181
Epoch  55 Batch 1026/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9698, Loss: 0.0156
Epoch  55 Batch 1027/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9751, Loss: 0.0128
Epoch  55 Batch 1028/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9751, Loss: 0.0135
Epoch  55 Batch 1029/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9755, Loss: 0.0138
Epoch  55 Batch 1030/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9712, Loss: 0.0141
Epoch  55 Batch 1031/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9712, Loss: 0.0183
Epoch  55 Batch 1032/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9712, Loss: 0.0159
Epoch  55 Batch 1033/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9712, Loss: 0.0160
Epoch  55 Batch 1034/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0127
Epoch  55 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9734, Loss: 0.0105
Epoch  55 Batch 1036/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9663, Loss: 0.0188
Epoch  55 Batch 1037/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  55 Batch 1038/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0181
Epoch  55 Batch 1039/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9588, Loss: 0.0149
Epoch  55 Batch 1040/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9638, Loss: 0.0153
Epoch  55 Batch 1041/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0256
Epoch  55 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0089
Epoch  55 Batch 1043/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9616, Loss: 0.0196
Epoch  55 Batch 1044/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  55 Batch 1045/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0158
Epoch  55 Batch 1046/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9663, Loss: 0.0095
Epoch  55 Batch 1047/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9663, Loss: 0.0108
Epoch  55 Batch 1048/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0166
Epoch  55 Batch 1049/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9659, Loss: 0.0145
Epoch  55 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9659, Loss: 0.0101
Epoch  55 Batch 1051/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9727, Loss: 0.0213
Epoch  55 Batch 1052/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9702, Loss: 0.0113
Epoch  55 Batch 1053/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9702, Loss: 0.0178
Epoch  55 Batch 1054/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9702, Loss: 0.0179
Epoch  55 Batch 1055/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0167
Epoch  55 Batch 1056/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9652, Loss: 0.0110
Epoch  55 Batch 1057/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9652, Loss: 0.0141
Epoch  55 Batch 1058/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  55 Batch 1059/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9677, Loss: 0.0224
Epoch  55 Batch 1060/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9627, Loss: 0.0110
Epoch  55 Batch 1061/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0194
Epoch  55 Batch 1062/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0175
Epoch  55 Batch 1063/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9648, Loss: 0.0231
Epoch  55 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9705, Loss: 0.0190
Epoch  55 Batch 1065/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9751, Loss: 0.0165
Epoch  55 Batch 1066/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  55 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0128
Epoch  55 Batch 1068/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9648, Loss: 0.0108
Epoch  55 Batch 1069/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9613, Loss: 0.0114
Epoch  55 Batch 1070/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0161
Epoch  55 Batch 1071/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9688, Loss: 0.0164
Epoch  55 Batch 1072/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9691, Loss: 0.0144
Epoch  55 Batch 1073/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9641, Loss: 0.0227
Epoch  55 Batch 1074/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9599, Loss: 0.0148
Epoch  55 Batch 1075/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9599, Loss: 0.0174
Epoch  56 Batch    1/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9663, Loss: 0.0134
Epoch  56 Batch    2/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9659, Loss: 0.0161
Epoch  56 Batch    3/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9659, Loss: 0.0203
Epoch  56 Batch    4/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0138
Epoch  56 Batch    5/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0216
Epoch  56 Batch    6/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9659, Loss: 0.0113
Epoch  56 Batch    7/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9659, Loss: 0.0125
Epoch  56 Batch    8/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9659, Loss: 0.0154
Epoch  56 Batch    9/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0151
Epoch  56 Batch   10/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0149
Epoch  56 Batch   11/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9656, Loss: 0.0209
Epoch  56 Batch   12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0116
Epoch  56 Batch   13/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9659, Loss: 0.0230
Epoch  56 Batch   14/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9688, Loss: 0.0127
Epoch  56 Batch   15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9709, Loss: 0.0131
Epoch  56 Batch   16/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9709, Loss: 0.0165
Epoch  56 Batch   17/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9684, Loss: 0.0129
Epoch  56 Batch   18/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0102
Epoch  56 Batch   19/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  56 Batch   20/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9702, Loss: 0.0099
Epoch  56 Batch   21/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9709, Loss: 0.0156
Epoch  56 Batch   22/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9730, Loss: 0.0132
Epoch  56 Batch   23/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9730, Loss: 0.0133
Epoch  56 Batch   24/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9730, Loss: 0.0207
Epoch  56 Batch   25/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9734, Loss: 0.0087
Epoch  56 Batch   26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9737, Loss: 0.0213
Epoch  56 Batch   27/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9712, Loss: 0.0099
Epoch  56 Batch   28/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9712, Loss: 0.0157
Epoch  56 Batch   29/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9663, Loss: 0.0162
Epoch  56 Batch   30/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9688, Loss: 0.0120
Epoch  56 Batch   31/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9688, Loss: 0.0179
Epoch  56 Batch   32/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9659, Loss: 0.0140
Epoch  56 Batch   33/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9705, Loss: 0.0100
Epoch  56 Batch   34/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9648, Loss: 0.0205
Epoch  56 Batch   35/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9645, Loss: 0.0185
Epoch  56 Batch   36/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0125
Epoch  56 Batch   37/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9666, Loss: 0.0161
Epoch  56 Batch   38/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9666, Loss: 0.0281
Epoch  56 Batch   39/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0161
Epoch  56 Batch   40/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9645, Loss: 0.0121
Epoch  56 Batch   41/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9748, Loss: 0.0127
Epoch  56 Batch   42/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9751, Loss: 0.0215
Epoch  56 Batch   43/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9634, Loss: 0.0076
Epoch  56 Batch   44/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9631, Loss: 0.0103
Epoch  56 Batch   45/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  56 Batch   46/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9602, Loss: 0.0217
Epoch  56 Batch   47/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9599, Loss: 0.0139
Epoch  56 Batch   48/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9656, Loss: 0.0182
Epoch  56 Batch   49/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0226
Epoch  56 Batch   50/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9638, Loss: 0.0152
Epoch  56 Batch   51/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  56 Batch   52/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9631, Loss: 0.0175
Epoch  56 Batch   53/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9609, Loss: 0.0152
Epoch  56 Batch   54/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0320
Epoch  56 Batch   55/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9616, Loss: 0.0125
Epoch  56 Batch   56/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0096
Epoch  56 Batch   57/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9616, Loss: 0.0165
Epoch  56 Batch   58/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9616, Loss: 0.0153
Epoch  56 Batch   59/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9663, Loss: 0.0204
Epoch  56 Batch   60/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9663, Loss: 0.0103
Epoch  56 Batch   61/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  56 Batch   62/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9627, Loss: 0.0202
Epoch  56 Batch   63/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9602, Loss: 0.0127
Epoch  56 Batch   64/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0125
Epoch  56 Batch   65/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9627, Loss: 0.0142
Epoch  56 Batch   66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0096
Epoch  56 Batch   67/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9599, Loss: 0.0142
Epoch  56 Batch   68/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9599, Loss: 0.0204
Epoch  56 Batch   69/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0229
Epoch  56 Batch   70/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9602, Loss: 0.0200
Epoch  56 Batch   71/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9691, Loss: 0.0100
Epoch  56 Batch   72/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9691, Loss: 0.0188
Epoch  56 Batch   73/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9716, Loss: 0.0117
Epoch  56 Batch   74/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0152
Epoch  56 Batch   75/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9606, Loss: 0.0239
Epoch  56 Batch   76/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9563, Loss: 0.0125
Epoch  56 Batch   77/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0144
Epoch  56 Batch   78/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9535, Loss: 0.0204
Epoch  56 Batch   79/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9531, Loss: 0.0123
Epoch  56 Batch   80/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9609, Loss: 0.0173
Epoch  56 Batch   81/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9585, Loss: 0.0123
Epoch  56 Batch   82/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9634, Loss: 0.0108
Epoch  56 Batch   83/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0115
Epoch  56 Batch   84/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9673, Loss: 0.0145
Epoch  56 Batch   85/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9627, Loss: 0.0099
Epoch  56 Batch   86/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  56 Batch   87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9581, Loss: 0.0199
Epoch  56 Batch   88/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9581, Loss: 0.0163
Epoch  56 Batch   89/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  56 Batch   90/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0104
Epoch  56 Batch   91/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9563, Loss: 0.0131
Epoch  56 Batch   92/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9624, Loss: 0.0135
Epoch  56 Batch   93/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0130
Epoch  56 Batch   94/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0134
Epoch  56 Batch   95/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0156
Epoch  56 Batch   96/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0161
Epoch  56 Batch   97/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9631, Loss: 0.0178
Epoch  56 Batch   98/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0202
Epoch  56 Batch   99/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0115
Epoch  56 Batch  100/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9645, Loss: 0.0161
Epoch  56 Batch  101/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9645, Loss: 0.0144
Epoch  56 Batch  102/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9624, Loss: 0.0109
Epoch  56 Batch  103/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0189
Epoch  56 Batch  104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9624, Loss: 0.0182
Epoch  56 Batch  105/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9688, Loss: 0.0126
Epoch  56 Batch  106/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9688, Loss: 0.0183
Epoch  56 Batch  107/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0179
Epoch  56 Batch  108/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0245
Epoch  56 Batch  109/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9691, Loss: 0.0117
Epoch  56 Batch  110/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0100
Epoch  56 Batch  111/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0141
Epoch  56 Batch  112/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0116
Epoch  56 Batch  113/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9592, Loss: 0.0226
Epoch  56 Batch  114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0135
Epoch  56 Batch  115/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0148
Epoch  56 Batch  116/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9638, Loss: 0.0222
Epoch  56 Batch  117/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0118
Epoch  56 Batch  118/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0110
Epoch  56 Batch  119/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9585, Loss: 0.0118
Epoch  56 Batch  120/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0163
Epoch  56 Batch  121/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9684, Loss: 0.0215
Epoch  56 Batch  122/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0150
Epoch  56 Batch  123/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9734, Loss: 0.0124
Epoch  56 Batch  124/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9634, Loss: 0.0207
Epoch  56 Batch  125/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9634, Loss: 0.0215
Epoch  56 Batch  126/1077 - Train Accuracy: 0.9580, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  56 Batch  127/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9634, Loss: 0.0149
Epoch  56 Batch  128/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9634, Loss: 0.0145
Epoch  56 Batch  129/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9688, Loss: 0.0171
Epoch  56 Batch  130/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9680, Loss: 0.0118
Epoch  56 Batch  131/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0118
Epoch  56 Batch  132/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9528, Loss: 0.0136
Epoch  56 Batch  133/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9531, Loss: 0.0111
Epoch  56 Batch  134/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9531, Loss: 0.0122
Epoch  56 Batch  135/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9510, Loss: 0.0157
Epoch  56 Batch  136/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9485, Loss: 0.0111
Epoch  56 Batch  137/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9535, Loss: 0.0219
Epoch  56 Batch  138/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9542, Loss: 0.0157
Epoch  56 Batch  139/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9585, Loss: 0.0147
Epoch  56 Batch  140/1077 - Train Accuracy: 0.9959, Validation Accuracy: 0.9684, Loss: 0.0147
Epoch  56 Batch  141/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9634, Loss: 0.0145
Epoch  56 Batch  142/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  56 Batch  143/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0119
Epoch  56 Batch  144/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9698, Loss: 0.0207
Epoch  56 Batch  145/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0129
Epoch  56 Batch  146/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9673, Loss: 0.0534
Epoch  56 Batch  147/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0129
Epoch  56 Batch  148/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9670, Loss: 0.0169
Epoch  56 Batch  149/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9698, Loss: 0.0092
Epoch  56 Batch  150/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9698, Loss: 0.0145
Epoch  56 Batch  151/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0117
Epoch  56 Batch  152/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  56 Batch  153/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0242
Epoch  56 Batch  154/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9609, Loss: 0.0127
Epoch  56 Batch  155/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0131
Epoch  56 Batch  156/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9631, Loss: 0.0123
Epoch  56 Batch  157/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0105
Epoch  56 Batch  158/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9545, Loss: 0.0151
Epoch  56 Batch  159/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9545, Loss: 0.0172
Epoch  56 Batch  160/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9545, Loss: 0.0123
Epoch  56 Batch  161/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9545, Loss: 0.0105
Epoch  56 Batch  162/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  56 Batch  163/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9492, Loss: 0.0212
Epoch  56 Batch  164/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9581, Loss: 0.0159
Epoch  56 Batch  165/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9581, Loss: 0.0180
Epoch  56 Batch  166/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9535, Loss: 0.0139
Epoch  56 Batch  167/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9599, Loss: 0.0138
Epoch  56 Batch  168/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9599, Loss: 0.0233
Epoch  56 Batch  169/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  56 Batch  170/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0175
Epoch  56 Batch  171/1077 - Train Accuracy: 0.9908, Validation Accuracy: 0.9677, Loss: 0.0122
Epoch  56 Batch  172/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9677, Loss: 0.0123
Epoch  56 Batch  173/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  56 Batch  174/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9677, Loss: 0.0103
Epoch  56 Batch  175/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9695, Loss: 0.0177
Epoch  56 Batch  176/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9695, Loss: 0.0178
Epoch  56 Batch  177/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9744, Loss: 0.0136
Epoch  56 Batch  178/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9744, Loss: 0.0163
Epoch  56 Batch  179/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9744, Loss: 0.0169
Epoch  56 Batch  180/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0125
Epoch  56 Batch  181/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9744, Loss: 0.0193
Epoch  56 Batch  182/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9766, Loss: 0.0226
Epoch  56 Batch  183/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9727, Loss: 0.0140
Epoch  56 Batch  184/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0141
Epoch  56 Batch  185/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9719, Loss: 0.0180
Epoch  56 Batch  186/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9723, Loss: 0.0195
Epoch  56 Batch  187/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0106
Epoch  56 Batch  188/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9606, Loss: 0.0148
Epoch  56 Batch  189/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9592, Loss: 0.0122
Epoch  56 Batch  190/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9588, Loss: 0.0120
Epoch  56 Batch  191/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9588, Loss: 0.0139
Epoch  56 Batch  192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0147
Epoch  56 Batch  193/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9585, Loss: 0.0126
Epoch  56 Batch  194/1077 - Train Accuracy: 0.9981, Validation Accuracy: 0.9545, Loss: 0.0124
Epoch  56 Batch  195/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0190
Epoch  56 Batch  196/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9599, Loss: 0.0101
Epoch  56 Batch  197/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9627, Loss: 0.0169
Epoch  56 Batch  198/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0179
Epoch  56 Batch  199/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9631, Loss: 0.0125
Epoch  56 Batch  200/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0152
Epoch  56 Batch  201/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0159
Epoch  56 Batch  202/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  56 Batch  203/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0164
Epoch  56 Batch  204/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9677, Loss: 0.0336
Epoch  56 Batch  205/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0250
Epoch  56 Batch  206/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9631, Loss: 0.0125
Epoch  56 Batch  207/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9631, Loss: 0.0130
Epoch  56 Batch  208/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  56 Batch  209/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9680, Loss: 0.0134
Epoch  56 Batch  210/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0157
Epoch  56 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9748, Loss: 0.0122
Epoch  56 Batch  212/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9748, Loss: 0.0122
Epoch  56 Batch  213/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9748, Loss: 0.0109
Epoch  56 Batch  214/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0127
Epoch  56 Batch  215/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9698, Loss: 0.0199
Epoch  56 Batch  216/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0146
Epoch  56 Batch  217/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9702, Loss: 0.0100
Epoch  56 Batch  218/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9702, Loss: 0.0199
Epoch  56 Batch  219/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9702, Loss: 0.0097
Epoch  56 Batch  220/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9716, Loss: 0.0154
Epoch  56 Batch  221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9716, Loss: 0.0142
Epoch  56 Batch  222/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9691, Loss: 0.0128
Epoch  56 Batch  223/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9645, Loss: 0.0133
Epoch  56 Batch  224/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9599, Loss: 0.0134
Epoch  56 Batch  225/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9599, Loss: 0.0194
Epoch  56 Batch  226/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0127
Epoch  56 Batch  227/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9688, Loss: 0.0164
Epoch  56 Batch  228/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9688, Loss: 0.0133
Epoch  56 Batch  229/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9684, Loss: 0.0155
Epoch  56 Batch  230/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0133
Epoch  56 Batch  231/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9638, Loss: 0.0174
Epoch  56 Batch  232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9659, Loss: 0.0136
Epoch  56 Batch  233/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0213
Epoch  56 Batch  234/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0128
Epoch  56 Batch  235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  56 Batch  236/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9684, Loss: 0.0143
Epoch  56 Batch  237/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0131
Epoch  56 Batch  238/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9631, Loss: 0.0147
Epoch  56 Batch  239/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9581, Loss: 0.0093
Epoch  56 Batch  240/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9581, Loss: 0.0114
Epoch  56 Batch  241/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9581, Loss: 0.0095
Epoch  56 Batch  242/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9773, Loss: 0.0105
Epoch  56 Batch  243/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9776, Loss: 0.0192
Epoch  56 Batch  244/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9776, Loss: 0.0147
Epoch  56 Batch  245/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9776, Loss: 0.0125
Epoch  56 Batch  246/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9727, Loss: 0.0152
Epoch  56 Batch  247/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9730, Loss: 0.0138
Epoch  56 Batch  248/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0124
Epoch  56 Batch  249/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9705, Loss: 0.0110
Epoch  56 Batch  250/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9691, Loss: 0.0170
Epoch  56 Batch  251/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9716, Loss: 0.0185
Epoch  56 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0182
Epoch  56 Batch  253/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9766, Loss: 0.0163
Epoch  56 Batch  254/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9741, Loss: 0.0176
Epoch  56 Batch  255/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9744, Loss: 0.0138
Epoch  56 Batch  256/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9741, Loss: 0.0288
Epoch  56 Batch  257/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9705, Loss: 0.0118
Epoch  56 Batch  258/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9659, Loss: 0.0131
Epoch  56 Batch  259/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  56 Batch  260/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9663, Loss: 0.0090
Epoch  56 Batch  261/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0140
Epoch  56 Batch  262/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0157
Epoch  56 Batch  263/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9663, Loss: 0.0119
Epoch  56 Batch  264/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0119
Epoch  56 Batch  265/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9638, Loss: 0.0131
Epoch  56 Batch  266/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9574, Loss: 0.0170
Epoch  56 Batch  267/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9620, Loss: 0.0121
Epoch  56 Batch  268/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9574, Loss: 0.0212
Epoch  56 Batch  269/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9553, Loss: 0.0165
Epoch  56 Batch  270/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9606, Loss: 0.0199
Epoch  56 Batch  271/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0126
Epoch  56 Batch  272/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9588, Loss: 0.0418
Epoch  56 Batch  273/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9588, Loss: 0.0118
Epoch  56 Batch  274/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9574, Loss: 0.0137
Epoch  56 Batch  275/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9528, Loss: 0.0123
Epoch  56 Batch  276/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9450, Loss: 0.0222
Epoch  56 Batch  277/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9446, Loss: 0.0125
Epoch  56 Batch  278/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9467, Loss: 0.0155
Epoch  56 Batch  279/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0166
Epoch  56 Batch  280/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9588, Loss: 0.0199
Epoch  56 Batch  281/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9567, Loss: 0.0162
Epoch  56 Batch  282/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9606, Loss: 0.0177
Epoch  56 Batch  283/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9616, Loss: 0.0124
Epoch  56 Batch  284/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9577, Loss: 0.0147
Epoch  56 Batch  285/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9577, Loss: 0.0164
Epoch  56 Batch  286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9577, Loss: 0.0172
Epoch  56 Batch  287/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9595, Loss: 0.0209
Epoch  56 Batch  288/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0225
Epoch  56 Batch  289/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9531, Loss: 0.0114
Epoch  56 Batch  290/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9581, Loss: 0.0296
Epoch  56 Batch  291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9616, Loss: 0.0222
Epoch  56 Batch  292/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9616, Loss: 0.0113
Epoch  56 Batch  293/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0114
Epoch  56 Batch  294/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  56 Batch  295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9570, Loss: 0.0146
Epoch  56 Batch  296/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0166
Epoch  56 Batch  297/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9624, Loss: 0.0177
Epoch  56 Batch  298/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9688, Loss: 0.0205
Epoch  56 Batch  299/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9688, Loss: 0.0151
Epoch  56 Batch  300/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9688, Loss: 0.0102
Epoch  56 Batch  301/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9688, Loss: 0.0136
Epoch  56 Batch  302/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0145
Epoch  56 Batch  303/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0196
Epoch  56 Batch  304/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9634, Loss: 0.0170
Epoch  56 Batch  305/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9588, Loss: 0.0149
Epoch  56 Batch  306/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9545, Loss: 0.0249
Epoch  56 Batch  307/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9592, Loss: 0.0161
Epoch  56 Batch  308/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0156
Epoch  56 Batch  309/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0151
Epoch  56 Batch  310/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9542, Loss: 0.0121
Epoch  56 Batch  311/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0130
Epoch  56 Batch  312/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9535, Loss: 0.0164
Epoch  56 Batch  313/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9489, Loss: 0.0123
Epoch  56 Batch  314/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9474, Loss: 0.0197
Epoch  56 Batch  315/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9474, Loss: 0.0142
Epoch  56 Batch  316/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9474, Loss: 0.0145
Epoch  56 Batch  317/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9474, Loss: 0.0138
Epoch  56 Batch  318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9450, Loss: 0.0128
Epoch  56 Batch  319/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9496, Loss: 0.0173
Epoch  56 Batch  320/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9535, Loss: 0.0236
Epoch  56 Batch  321/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9581, Loss: 0.0120
Epoch  56 Batch  322/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  56 Batch  323/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9634, Loss: 0.0142
Epoch  56 Batch  324/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9663, Loss: 0.0162
Epoch  56 Batch  325/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0136
Epoch  56 Batch  326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  56 Batch  327/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0224
Epoch  56 Batch  328/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9663, Loss: 0.0164
Epoch  56 Batch  329/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0151
Epoch  56 Batch  330/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9663, Loss: 0.0165
Epoch  56 Batch  331/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9663, Loss: 0.0121
Epoch  56 Batch  332/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9616, Loss: 0.0111
Epoch  56 Batch  333/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9620, Loss: 0.0130
Epoch  56 Batch  334/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9574, Loss: 0.0133
Epoch  56 Batch  335/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9574, Loss: 0.0160
Epoch  56 Batch  336/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0515
Epoch  56 Batch  337/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0165
Epoch  56 Batch  338/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0211
Epoch  56 Batch  339/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9574, Loss: 0.0087
Epoch  56 Batch  340/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9588, Loss: 0.0133
Epoch  56 Batch  341/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0195
Epoch  56 Batch  342/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  56 Batch  343/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9634, Loss: 0.0210
Epoch  56 Batch  344/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0167
Epoch  56 Batch  345/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9684, Loss: 0.0120
Epoch  56 Batch  346/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9666, Loss: 0.0153
Epoch  56 Batch  347/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0099
Epoch  56 Batch  348/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9616, Loss: 0.0112
Epoch  56 Batch  349/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0149
Epoch  56 Batch  350/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9482, Loss: 0.0131
Epoch  56 Batch  351/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9482, Loss: 0.0158
Epoch  56 Batch  352/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9403, Loss: 0.0109
Epoch  56 Batch  353/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9464, Loss: 0.0217
Epoch  56 Batch  354/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0159
Epoch  56 Batch  355/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9471, Loss: 0.0184
Epoch  56 Batch  356/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9474, Loss: 0.0157
Epoch  56 Batch  357/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9478, Loss: 0.0187
Epoch  56 Batch  358/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9545, Loss: 0.0159
Epoch  56 Batch  359/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  56 Batch  360/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0136
Epoch  56 Batch  361/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9585, Loss: 0.0099
Epoch  56 Batch  362/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9609, Loss: 0.0151
Epoch  56 Batch  363/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9560, Loss: 0.0178
Epoch  56 Batch  364/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9545, Loss: 0.0218
Epoch  56 Batch  365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9485, Loss: 0.0107
Epoch  56 Batch  366/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9538, Loss: 0.0106
Epoch  56 Batch  367/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9538, Loss: 0.0109
Epoch  56 Batch  368/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9521, Loss: 0.0159
Epoch  56 Batch  369/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9521, Loss: 0.0119
Epoch  56 Batch  370/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9517, Loss: 0.0157
Epoch  56 Batch  371/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9585, Loss: 0.0128
Epoch  56 Batch  372/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9513, Loss: 0.0131
Epoch  56 Batch  373/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9513, Loss: 0.0094
Epoch  56 Batch  374/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9517, Loss: 0.0169
Epoch  56 Batch  375/1077 - Train Accuracy: 0.9872, Validation Accuracy: 0.9560, Loss: 0.0113
Epoch  56 Batch  376/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9521, Loss: 0.0187
Epoch  56 Batch  377/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9517, Loss: 0.0171
Epoch  56 Batch  378/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9538, Loss: 0.0097
Epoch  56 Batch  379/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0234
Epoch  56 Batch  380/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0122
Epoch  56 Batch  381/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9570, Loss: 0.0138
Epoch  56 Batch  382/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0249
Epoch  56 Batch  383/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0177
Epoch  56 Batch  384/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9521, Loss: 0.0095
Epoch  56 Batch  385/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9489, Loss: 0.0124
Epoch  56 Batch  386/1077 - Train Accuracy: 0.9952, Validation Accuracy: 0.9542, Loss: 0.0110
Epoch  56 Batch  387/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9485, Loss: 0.0137
Epoch  56 Batch  388/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9489, Loss: 0.0219
Epoch  56 Batch  389/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9492, Loss: 0.0171
Epoch  56 Batch  390/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9553, Loss: 0.0252
Epoch  56 Batch  391/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9595, Loss: 0.0170
Epoch  56 Batch  392/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0237
Epoch  56 Batch  393/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9620, Loss: 0.0133
Epoch  56 Batch  394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0141
Epoch  56 Batch  395/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9570, Loss: 0.0150
Epoch  56 Batch  396/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9531, Loss: 0.0165
Epoch  56 Batch  397/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0189
Epoch  56 Batch  398/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9581, Loss: 0.0172
Epoch  56 Batch  399/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9581, Loss: 0.0162
Epoch  56 Batch  400/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9627, Loss: 0.0124
Epoch  56 Batch  401/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9627, Loss: 0.0119
Epoch  56 Batch  402/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9652, Loss: 0.0108
Epoch  56 Batch  403/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9656, Loss: 0.0284
Epoch  56 Batch  404/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9656, Loss: 0.0174
Epoch  56 Batch  405/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9659, Loss: 0.0158
Epoch  56 Batch  406/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9659, Loss: 0.0125
Epoch  56 Batch  407/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9659, Loss: 0.0182
Epoch  56 Batch  408/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9659, Loss: 0.0188
Epoch  56 Batch  409/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9663, Loss: 0.0165
Epoch  56 Batch  410/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9663, Loss: 0.0266
Epoch  56 Batch  411/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  56 Batch  412/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  56 Batch  413/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0141
Epoch  56 Batch  414/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  56 Batch  415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9656, Loss: 0.0206
Epoch  56 Batch  416/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9631, Loss: 0.0138
Epoch  56 Batch  417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0246
Epoch  56 Batch  418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9592, Loss: 0.0173
Epoch  56 Batch  419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9656, Loss: 0.0138
Epoch  56 Batch  420/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0111
Epoch  56 Batch  421/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9609, Loss: 0.0246
Epoch  56 Batch  422/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9606, Loss: 0.0116
Epoch  56 Batch  423/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9606, Loss: 0.0213
Epoch  56 Batch  424/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0170
Epoch  56 Batch  425/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9673, Loss: 0.0098
Epoch  56 Batch  426/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0154
Epoch  56 Batch  427/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9670, Loss: 0.0188
Epoch  56 Batch  428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9670, Loss: 0.0135
Epoch  56 Batch  429/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9723, Loss: 0.0128
Epoch  56 Batch  430/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9609, Loss: 0.0157
Epoch  56 Batch  431/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9609, Loss: 0.0136
Epoch  56 Batch  432/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9531, Loss: 0.0152
Epoch  56 Batch  433/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  56 Batch  434/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0141
Epoch  56 Batch  435/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9627, Loss: 0.0164
Epoch  56 Batch  436/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9631, Loss: 0.0182
Epoch  56 Batch  437/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9556, Loss: 0.0138
Epoch  56 Batch  438/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0110
Epoch  56 Batch  439/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9503, Loss: 0.0154
Epoch  56 Batch  440/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9503, Loss: 0.0212
Epoch  56 Batch  441/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9503, Loss: 0.0145
Epoch  56 Batch  442/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9503, Loss: 0.0199
Epoch  56 Batch  443/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0125
Epoch  56 Batch  444/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9503, Loss: 0.0189
Epoch  56 Batch  445/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9545, Loss: 0.0126
Epoch  56 Batch  446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9545, Loss: 0.0136
Epoch  56 Batch  447/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9545, Loss: 0.0123
Epoch  56 Batch  448/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9499, Loss: 0.0145
Epoch  56 Batch  449/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9411, Loss: 0.0215
Epoch  56 Batch  450/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9506, Loss: 0.0208
Epoch  56 Batch  451/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9506, Loss: 0.0137
Epoch  56 Batch  452/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9499, Loss: 0.0134
Epoch  56 Batch  453/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9499, Loss: 0.0170
Epoch  56 Batch  454/1077 - Train Accuracy: 0.9477, Validation Accuracy: 0.9521, Loss: 0.0261
Epoch  56 Batch  455/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9513, Loss: 0.0151
Epoch  56 Batch  456/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9467, Loss: 0.0234
Epoch  56 Batch  457/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9521, Loss: 0.0151
Epoch  56 Batch  458/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9521, Loss: 0.0214
Epoch  56 Batch  459/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9474, Loss: 0.0134
Epoch  56 Batch  460/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9474, Loss: 0.0165
Epoch  56 Batch  461/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9446, Loss: 0.0150
Epoch  56 Batch  462/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9446, Loss: 0.0156
Epoch  56 Batch  463/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9489, Loss: 0.0151
Epoch  56 Batch  464/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0153
Epoch  56 Batch  465/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9535, Loss: 0.0253
Epoch  56 Batch  466/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9535, Loss: 0.0152
Epoch  56 Batch  467/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9535, Loss: 0.0174
Epoch  56 Batch  468/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9535, Loss: 0.0124
Epoch  56 Batch  469/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0105
Epoch  56 Batch  470/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9613, Loss: 0.0133
Epoch  56 Batch  471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9613, Loss: 0.0107
Epoch  56 Batch  472/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9613, Loss: 0.0160
Epoch  56 Batch  473/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  56 Batch  474/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0132
Epoch  56 Batch  475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  56 Batch  476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9680, Loss: 0.0138
Epoch  56 Batch  477/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9680, Loss: 0.0160
Epoch  56 Batch  478/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9631, Loss: 0.0132
Epoch  56 Batch  479/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9680, Loss: 0.0151
Epoch  56 Batch  480/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9705, Loss: 0.0113
Epoch  56 Batch  481/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9705, Loss: 0.0169
Epoch  56 Batch  482/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9705, Loss: 0.0131
Epoch  56 Batch  483/1077 - Train Accuracy: 0.9426, Validation Accuracy: 0.9652, Loss: 0.0175
Epoch  56 Batch  484/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9748, Loss: 0.0162
Epoch  56 Batch  485/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9631, Loss: 0.0174
Epoch  56 Batch  486/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9574, Loss: 0.0133
Epoch  56 Batch  487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0130
Epoch  56 Batch  488/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  56 Batch  489/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9627, Loss: 0.0126
Epoch  56 Batch  490/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9606, Loss: 0.0166
Epoch  56 Batch  491/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9663, Loss: 0.0211
Epoch  56 Batch  492/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9567, Loss: 0.0234
Epoch  56 Batch  493/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9499, Loss: 0.0096
Epoch  56 Batch  494/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0157
Epoch  56 Batch  495/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0174
Epoch  56 Batch  496/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0165
Epoch  56 Batch  497/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0210
Epoch  56 Batch  498/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0217
Epoch  56 Batch  499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  56 Batch  500/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9581, Loss: 0.0111
Epoch  56 Batch  501/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9585, Loss: 0.0116
Epoch  56 Batch  502/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0205
Epoch  56 Batch  503/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9627, Loss: 0.0096
Epoch  56 Batch  504/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0132
Epoch  56 Batch  505/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9663, Loss: 0.0130
Epoch  56 Batch  506/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9727, Loss: 0.0246
Epoch  56 Batch  507/1077 - Train Accuracy: 0.9367, Validation Accuracy: 0.9723, Loss: 0.0196
Epoch  56 Batch  508/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9673, Loss: 0.0107
Epoch  56 Batch  509/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9613, Loss: 0.0211
Epoch  56 Batch  510/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9556, Loss: 0.0166
Epoch  56 Batch  511/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9560, Loss: 0.0189
Epoch  56 Batch  512/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9563, Loss: 0.0122
Epoch  56 Batch  513/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9634, Loss: 0.0157
Epoch  56 Batch  514/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9585, Loss: 0.0139
Epoch  56 Batch  515/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9549, Loss: 0.0193
Epoch  56 Batch  516/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9588, Loss: 0.0132
Epoch  56 Batch  517/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9588, Loss: 0.0181
Epoch  56 Batch  518/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9556, Loss: 0.0152
Epoch  56 Batch  519/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9563, Loss: 0.0151
Epoch  56 Batch  520/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9513, Loss: 0.0099
Epoch  56 Batch  521/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9510, Loss: 0.0187
Epoch  56 Batch  522/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9513, Loss: 0.0187
Epoch  56 Batch  523/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9542, Loss: 0.0209
Epoch  56 Batch  524/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9549, Loss: 0.0173
Epoch  56 Batch  525/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0153
Epoch  56 Batch  526/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9545, Loss: 0.0162
Epoch  56 Batch  527/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9545, Loss: 0.0171
Epoch  56 Batch  528/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0154
Epoch  56 Batch  529/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9524, Loss: 0.0176
Epoch  56 Batch  530/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0169
Epoch  56 Batch  531/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9624, Loss: 0.0184
Epoch  56 Batch  532/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9624, Loss: 0.0245
Epoch  56 Batch  533/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9670, Loss: 0.0153
Epoch  56 Batch  534/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9631, Loss: 0.0179
Epoch  56 Batch  535/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9613, Loss: 0.0149
Epoch  56 Batch  536/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9613, Loss: 0.0215
Epoch  56 Batch  537/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0133
Epoch  56 Batch  538/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9663, Loss: 0.0163
Epoch  56 Batch  539/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9663, Loss: 0.0159
Epoch  56 Batch  540/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9684, Loss: 0.0087
Epoch  56 Batch  541/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9613, Loss: 0.0137
Epoch  56 Batch  542/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9634, Loss: 0.0158
Epoch  56 Batch  543/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9684, Loss: 0.0109
Epoch  56 Batch  544/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0086
Epoch  56 Batch  545/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9734, Loss: 0.0114
Epoch  56 Batch  546/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9734, Loss: 0.0187
Epoch  56 Batch  547/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0123
Epoch  56 Batch  548/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  56 Batch  549/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0169
Epoch  56 Batch  550/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9613, Loss: 0.0135
Epoch  56 Batch  551/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0205
Epoch  56 Batch  552/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9492, Loss: 0.0160
Epoch  56 Batch  553/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9435, Loss: 0.0202
Epoch  56 Batch  554/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9492, Loss: 0.0155
Epoch  56 Batch  555/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9492, Loss: 0.0103
Epoch  56 Batch  556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9492, Loss: 0.0107
Epoch  56 Batch  557/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9517, Loss: 0.0146
Epoch  56 Batch  558/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9517, Loss: 0.0111
Epoch  56 Batch  559/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9506, Loss: 0.0138
Epoch  56 Batch  560/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9506, Loss: 0.0149
Epoch  56 Batch  561/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0142
Epoch  56 Batch  562/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9656, Loss: 0.0102
Epoch  56 Batch  563/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9688, Loss: 0.0154
Epoch  56 Batch  564/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0221
Epoch  56 Batch  565/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9638, Loss: 0.0187
Epoch  56 Batch  566/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0148
Epoch  56 Batch  567/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  56 Batch  568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9606, Loss: 0.0116
Epoch  56 Batch  569/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9606, Loss: 0.0143
Epoch  56 Batch  570/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9602, Loss: 0.0192
Epoch  56 Batch  571/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  56 Batch  572/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0203
Epoch  56 Batch  573/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0230
Epoch  56 Batch  574/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9652, Loss: 0.0197
Epoch  56 Batch  575/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9585, Loss: 0.0139
Epoch  56 Batch  576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9634, Loss: 0.0126
Epoch  56 Batch  577/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9684, Loss: 0.0198
Epoch  56 Batch  578/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9535, Loss: 0.0134
Epoch  56 Batch  579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9535, Loss: 0.0155
Epoch  56 Batch  580/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0124
Epoch  56 Batch  581/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9535, Loss: 0.0141
Epoch  56 Batch  582/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  56 Batch  583/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9538, Loss: 0.0178
Epoch  56 Batch  584/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9585, Loss: 0.0161
Epoch  56 Batch  585/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9506, Loss: 0.0101
Epoch  56 Batch  586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9599, Loss: 0.0128
Epoch  56 Batch  587/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9599, Loss: 0.0173
Epoch  56 Batch  588/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9641, Loss: 0.0125
Epoch  56 Batch  589/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9645, Loss: 0.0118
Epoch  56 Batch  590/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9645, Loss: 0.0155
Epoch  56 Batch  591/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9645, Loss: 0.0160
Epoch  56 Batch  592/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  56 Batch  593/1077 - Train Accuracy: 0.9416, Validation Accuracy: 0.9656, Loss: 0.0286
Epoch  56 Batch  594/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9656, Loss: 0.0178
Epoch  56 Batch  595/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9656, Loss: 0.0161
Epoch  56 Batch  596/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9652, Loss: 0.0156
Epoch  56 Batch  597/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0147
Epoch  56 Batch  598/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9727, Loss: 0.0188
Epoch  56 Batch  599/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9727, Loss: 0.0211
Epoch  56 Batch  600/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9677, Loss: 0.0168
Epoch  56 Batch  601/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9723, Loss: 0.0155
Epoch  56 Batch  602/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9723, Loss: 0.0164
Epoch  56 Batch  603/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9723, Loss: 0.0193
Epoch  56 Batch  604/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9719, Loss: 0.0198
Epoch  56 Batch  605/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9719, Loss: 0.0220
Epoch  56 Batch  606/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9723, Loss: 0.0131
Epoch  56 Batch  607/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0218
Epoch  56 Batch  608/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0210
Epoch  56 Batch  609/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9673, Loss: 0.0160
Epoch  56 Batch  610/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0176
Epoch  56 Batch  611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9627, Loss: 0.0142
Epoch  56 Batch  612/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9581, Loss: 0.0118
Epoch  56 Batch  613/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9577, Loss: 0.0170
Epoch  56 Batch  614/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9602, Loss: 0.0137
Epoch  56 Batch  615/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0110
Epoch  56 Batch  616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  56 Batch  617/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  56 Batch  618/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9560, Loss: 0.0176
Epoch  56 Batch  619/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9560, Loss: 0.0113
Epoch  56 Batch  620/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9506, Loss: 0.0129
Epoch  56 Batch  621/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9553, Loss: 0.0141
Epoch  56 Batch  622/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9553, Loss: 0.0207
Epoch  56 Batch  623/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9553, Loss: 0.0212
Epoch  56 Batch  624/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9553, Loss: 0.0165
Epoch  56 Batch  625/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9553, Loss: 0.0137
Epoch  56 Batch  626/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0127
Epoch  56 Batch  627/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9553, Loss: 0.0170
Epoch  56 Batch  628/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9553, Loss: 0.0146
Epoch  56 Batch  629/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9606, Loss: 0.0225
Epoch  56 Batch  630/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9648, Loss: 0.0139
Epoch  56 Batch  631/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0178
Epoch  56 Batch  632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9648, Loss: 0.0110
Epoch  56 Batch  633/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9648, Loss: 0.0128
Epoch  56 Batch  634/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9616, Loss: 0.0119
Epoch  56 Batch  635/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9666, Loss: 0.0220
Epoch  56 Batch  636/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9666, Loss: 0.0129
Epoch  56 Batch  637/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  56 Batch  638/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9595, Loss: 0.0158
Epoch  56 Batch  639/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0213
Epoch  56 Batch  640/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9648, Loss: 0.0117
Epoch  56 Batch  641/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0156
Epoch  56 Batch  642/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9670, Loss: 0.0121
Epoch  56 Batch  643/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0111
Epoch  56 Batch  644/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9766, Loss: 0.0127
Epoch  56 Batch  645/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9705, Loss: 0.0178
Epoch  56 Batch  646/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9709, Loss: 0.0137
Epoch  56 Batch  647/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9663, Loss: 0.0236
Epoch  56 Batch  648/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0146
Epoch  56 Batch  649/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9727, Loss: 0.0113
Epoch  56 Batch  650/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0147
Epoch  56 Batch  651/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  56 Batch  652/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9648, Loss: 0.0164
Epoch  56 Batch  653/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0209
Epoch  56 Batch  654/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0146
Epoch  56 Batch  655/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0191
Epoch  56 Batch  656/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  56 Batch  657/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9574, Loss: 0.0190
Epoch  56 Batch  658/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9535, Loss: 0.0090
Epoch  56 Batch  659/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9485, Loss: 0.0155
Epoch  56 Batch  660/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9485, Loss: 0.0142
Epoch  56 Batch  661/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0124
Epoch  56 Batch  662/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0133
Epoch  56 Batch  663/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9609, Loss: 0.0110
Epoch  56 Batch  664/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0145
Epoch  56 Batch  665/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9695, Loss: 0.0107
Epoch  56 Batch  666/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9695, Loss: 0.0189
Epoch  56 Batch  667/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9695, Loss: 0.0156
Epoch  56 Batch  668/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0147
Epoch  56 Batch  669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9634, Loss: 0.0100
Epoch  56 Batch  670/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  56 Batch  671/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9634, Loss: 0.0164
Epoch  56 Batch  672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9684, Loss: 0.0142
Epoch  56 Batch  673/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0172
Epoch  56 Batch  674/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9684, Loss: 0.0151
Epoch  56 Batch  675/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0204
Epoch  56 Batch  676/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9684, Loss: 0.0145
Epoch  56 Batch  677/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9734, Loss: 0.0157
Epoch  56 Batch  678/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9688, Loss: 0.0111
Epoch  56 Batch  679/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0105
Epoch  56 Batch  680/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0170
Epoch  56 Batch  681/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9751, Loss: 0.0129
Epoch  56 Batch  682/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0109
Epoch  56 Batch  683/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9702, Loss: 0.0110
Epoch  56 Batch  684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9695, Loss: 0.0144
Epoch  56 Batch  685/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9688, Loss: 0.0199
Epoch  56 Batch  686/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9737, Loss: 0.0104
Epoch  56 Batch  687/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0133
Epoch  56 Batch  688/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9769, Loss: 0.0122
Epoch  56 Batch  689/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9751, Loss: 0.0089
Epoch  56 Batch  690/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9755, Loss: 0.0142
Epoch  56 Batch  691/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9755, Loss: 0.0152
Epoch  56 Batch  692/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9702, Loss: 0.0166
Epoch  56 Batch  693/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9702, Loss: 0.0223
Epoch  56 Batch  694/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9702, Loss: 0.0104
Epoch  56 Batch  695/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9755, Loss: 0.0147
Epoch  56 Batch  696/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9755, Loss: 0.0131
Epoch  56 Batch  697/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9748, Loss: 0.0164
Epoch  56 Batch  698/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0119
Epoch  56 Batch  699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9634, Loss: 0.0103
Epoch  56 Batch  700/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  56 Batch  701/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9634, Loss: 0.0118
Epoch  56 Batch  702/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9634, Loss: 0.0238
Epoch  56 Batch  703/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0113
Epoch  56 Batch  704/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9634, Loss: 0.0249
Epoch  56 Batch  705/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9727, Loss: 0.0195
Epoch  56 Batch  706/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9734, Loss: 0.0335
Epoch  56 Batch  707/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9680, Loss: 0.0160
Epoch  56 Batch  708/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9634, Loss: 0.0107
Epoch  56 Batch  709/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9634, Loss: 0.0156
Epoch  56 Batch  710/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9567, Loss: 0.0116
Epoch  56 Batch  711/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0174
Epoch  56 Batch  712/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9478, Loss: 0.0114
Epoch  56 Batch  713/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9421, Loss: 0.0127
Epoch  56 Batch  714/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0209
Epoch  56 Batch  715/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0184
Epoch  56 Batch  716/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9467, Loss: 0.0142
Epoch  56 Batch  717/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9467, Loss: 0.0084
Epoch  56 Batch  718/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9467, Loss: 0.0173
Epoch  56 Batch  719/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9517, Loss: 0.0165
Epoch  56 Batch  720/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9517, Loss: 0.0158
Epoch  56 Batch  721/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9517, Loss: 0.0143
Epoch  56 Batch  722/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9517, Loss: 0.0113
Epoch  56 Batch  723/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9517, Loss: 0.0140
Epoch  56 Batch  724/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9570, Loss: 0.0182
Epoch  56 Batch  725/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9570, Loss: 0.0143
Epoch  56 Batch  726/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9624, Loss: 0.0097
Epoch  56 Batch  727/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9712, Loss: 0.0136
Epoch  56 Batch  728/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9776, Loss: 0.0175
Epoch  56 Batch  729/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9727, Loss: 0.0221
Epoch  56 Batch  730/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0229
Epoch  56 Batch  731/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9723, Loss: 0.0134
Epoch  56 Batch  732/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9769, Loss: 0.0162
Epoch  56 Batch  733/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0160
Epoch  56 Batch  734/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9656, Loss: 0.0130
Epoch  56 Batch  735/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9659, Loss: 0.0117
Epoch  56 Batch  736/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9659, Loss: 0.0157
Epoch  56 Batch  737/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9656, Loss: 0.0130
Epoch  56 Batch  738/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9656, Loss: 0.0109
Epoch  56 Batch  739/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0146
Epoch  56 Batch  740/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9620, Loss: 0.0114
Epoch  56 Batch  741/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0213
Epoch  56 Batch  742/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0146
Epoch  56 Batch  743/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9631, Loss: 0.0122
Epoch  56 Batch  744/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9688, Loss: 0.0173
Epoch  56 Batch  745/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9712, Loss: 0.0157
Epoch  56 Batch  746/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9737, Loss: 0.0132
Epoch  56 Batch  747/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9737, Loss: 0.0134
Epoch  56 Batch  748/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9737, Loss: 0.0137
Epoch  56 Batch  749/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9737, Loss: 0.0106
Epoch  56 Batch  750/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9734, Loss: 0.0116
Epoch  56 Batch  751/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9798, Loss: 0.0146
Epoch  56 Batch  752/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9798, Loss: 0.0172
Epoch  56 Batch  753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9776, Loss: 0.0153
Epoch  56 Batch  754/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9727, Loss: 0.0150
Epoch  56 Batch  755/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0165
Epoch  56 Batch  756/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0102
Epoch  56 Batch  757/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9727, Loss: 0.0149
Epoch  56 Batch  758/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9727, Loss: 0.0104
Epoch  56 Batch  759/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0173
Epoch  56 Batch  760/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9727, Loss: 0.0174
Epoch  56 Batch  761/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9727, Loss: 0.0141
Epoch  56 Batch  762/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0149
Epoch  56 Batch  763/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9684, Loss: 0.0177
Epoch  56 Batch  764/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9730, Loss: 0.0118
Epoch  56 Batch  765/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9730, Loss: 0.0187
Epoch  56 Batch  766/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0155
Epoch  56 Batch  767/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9730, Loss: 0.0145
Epoch  56 Batch  768/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0114
Epoch  56 Batch  769/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0134
Epoch  56 Batch  770/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0104
Epoch  56 Batch  771/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9595, Loss: 0.0136
Epoch  56 Batch  772/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  56 Batch  773/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9549, Loss: 0.0138
Epoch  56 Batch  774/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9545, Loss: 0.0142
Epoch  56 Batch  775/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9606, Loss: 0.0121
Epoch  56 Batch  776/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9659, Loss: 0.0134
Epoch  56 Batch  777/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9659, Loss: 0.0112
Epoch  56 Batch  778/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0163
Epoch  56 Batch  779/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0124
Epoch  56 Batch  780/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0198
Epoch  56 Batch  781/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9592, Loss: 0.0127
Epoch  56 Batch  782/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9592, Loss: 0.0141
Epoch  56 Batch  783/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9542, Loss: 0.0166
Epoch  56 Batch  784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9542, Loss: 0.0095
Epoch  56 Batch  785/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9542, Loss: 0.0107
Epoch  56 Batch  786/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9592, Loss: 0.0137
Epoch  56 Batch  787/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9588, Loss: 0.0139
Epoch  56 Batch  788/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9634, Loss: 0.0143
Epoch  56 Batch  789/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0127
Epoch  56 Batch  790/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0178
Epoch  56 Batch  791/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0151
Epoch  56 Batch  792/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9624, Loss: 0.0162
Epoch  56 Batch  793/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0142
Epoch  56 Batch  794/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9577, Loss: 0.0115
Epoch  56 Batch  795/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9624, Loss: 0.0187
Epoch  56 Batch  796/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0143
Epoch  56 Batch  797/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0139
Epoch  56 Batch  798/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9602, Loss: 0.0149
Epoch  56 Batch  799/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9602, Loss: 0.0215
Epoch  56 Batch  800/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9602, Loss: 0.0123
Epoch  56 Batch  801/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9602, Loss: 0.0118
Epoch  56 Batch  802/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9602, Loss: 0.0203
Epoch  56 Batch  803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9535, Loss: 0.0125
Epoch  56 Batch  804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9535, Loss: 0.0102
Epoch  56 Batch  805/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9609, Loss: 0.0149
Epoch  56 Batch  806/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9577, Loss: 0.0100
Epoch  56 Batch  807/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9577, Loss: 0.0136
Epoch  56 Batch  808/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9577, Loss: 0.0248
Epoch  56 Batch  809/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9577, Loss: 0.0274
Epoch  56 Batch  810/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9581, Loss: 0.0137
Epoch  56 Batch  811/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  56 Batch  812/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0115
Epoch  56 Batch  813/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0168
Epoch  56 Batch  814/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9542, Loss: 0.0181
Epoch  56 Batch  815/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9638, Loss: 0.0173
Epoch  56 Batch  816/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9663, Loss: 0.0124
Epoch  56 Batch  817/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9709, Loss: 0.0172
Epoch  56 Batch  818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9734, Loss: 0.0195
Epoch  56 Batch  819/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9730, Loss: 0.0187
Epoch  56 Batch  820/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9751, Loss: 0.0130
Epoch  56 Batch  821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0130
Epoch  56 Batch  822/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9773, Loss: 0.0098
Epoch  56 Batch  823/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9624, Loss: 0.0165
Epoch  56 Batch  824/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9616, Loss: 0.0155
Epoch  56 Batch  825/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9570, Loss: 0.0082
Epoch  56 Batch  826/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9545, Loss: 0.0131
Epoch  56 Batch  827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  56 Batch  828/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0120
Epoch  56 Batch  829/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9609, Loss: 0.0238
Epoch  56 Batch  830/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9563, Loss: 0.0185
Epoch  56 Batch  831/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9563, Loss: 0.0154
Epoch  56 Batch  832/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  56 Batch  833/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9709, Loss: 0.0168
Epoch  56 Batch  834/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9776, Loss: 0.0147
Epoch  56 Batch  835/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9719, Loss: 0.0133
Epoch  56 Batch  836/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  56 Batch  837/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0206
Epoch  56 Batch  838/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0152
Epoch  56 Batch  839/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9780, Loss: 0.0126
Epoch  56 Batch  840/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9680, Loss: 0.0174
Epoch  56 Batch  841/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0279
Epoch  56 Batch  842/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9680, Loss: 0.0124
Epoch  56 Batch  843/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9716, Loss: 0.0095
Epoch  56 Batch  844/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9780, Loss: 0.0163
Epoch  56 Batch  845/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9776, Loss: 0.0120
Epoch  56 Batch  846/1077 - Train Accuracy: 0.9461, Validation Accuracy: 0.9801, Loss: 0.0207
Epoch  56 Batch  847/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9801, Loss: 0.0183
Epoch  56 Batch  848/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9801, Loss: 0.0169
Epoch  56 Batch  849/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9794, Loss: 0.0087
Epoch  56 Batch  850/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9773, Loss: 0.0223
Epoch  56 Batch  851/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9773, Loss: 0.0241
Epoch  56 Batch  852/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9727, Loss: 0.0177
Epoch  56 Batch  853/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9727, Loss: 0.0150
Epoch  56 Batch  854/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9751, Loss: 0.0148
Epoch  56 Batch  855/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9695, Loss: 0.0162
Epoch  56 Batch  856/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9695, Loss: 0.0173
Epoch  56 Batch  857/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9695, Loss: 0.0117
Epoch  56 Batch  858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9695, Loss: 0.0083
Epoch  56 Batch  859/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9656, Loss: 0.0155
Epoch  56 Batch  860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9656, Loss: 0.0143
Epoch  56 Batch  861/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0128
Epoch  56 Batch  862/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9695, Loss: 0.0184
Epoch  56 Batch  863/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9695, Loss: 0.0121
Epoch  56 Batch  864/1077 - Train Accuracy: 0.9504, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  56 Batch  865/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0170
Epoch  56 Batch  866/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0194
Epoch  56 Batch  867/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9684, Loss: 0.0496
Epoch  56 Batch  868/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0177
Epoch  56 Batch  869/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9641, Loss: 0.0120
Epoch  56 Batch  870/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9666, Loss: 0.0131
Epoch  56 Batch  871/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9602, Loss: 0.0134
Epoch  56 Batch  872/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9585, Loss: 0.0127
Epoch  56 Batch  873/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  56 Batch  874/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0196
Epoch  56 Batch  875/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9645, Loss: 0.0142
Epoch  56 Batch  876/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9641, Loss: 0.0138
Epoch  56 Batch  877/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9641, Loss: 0.0118
Epoch  56 Batch  878/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9691, Loss: 0.0108
Epoch  56 Batch  879/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9698, Loss: 0.0097
Epoch  56 Batch  880/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9624, Loss: 0.0162
Epoch  56 Batch  881/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9645, Loss: 0.0146
Epoch  56 Batch  882/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0140
Epoch  56 Batch  883/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9684, Loss: 0.0214
Epoch  56 Batch  884/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0188
Epoch  56 Batch  885/1077 - Train Accuracy: 0.9869, Validation Accuracy: 0.9688, Loss: 0.0097
Epoch  56 Batch  886/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9631, Loss: 0.0183
Epoch  56 Batch  887/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9624, Loss: 0.0204
Epoch  56 Batch  888/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9638, Loss: 0.0203
Epoch  56 Batch  889/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9588, Loss: 0.0150
Epoch  56 Batch  890/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9588, Loss: 0.0168
Epoch  56 Batch  891/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  56 Batch  892/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9616, Loss: 0.0137
Epoch  56 Batch  893/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  56 Batch  894/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9585, Loss: 0.0128
Epoch  56 Batch  895/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0119
Epoch  56 Batch  896/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  56 Batch  897/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9556, Loss: 0.0132
Epoch  56 Batch  898/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9556, Loss: 0.0189
Epoch  56 Batch  899/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9624, Loss: 0.0216
Epoch  56 Batch  900/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0182
Epoch  56 Batch  901/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9698, Loss: 0.0278
Epoch  56 Batch  902/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9698, Loss: 0.0185
Epoch  56 Batch  903/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9716, Loss: 0.0144
Epoch  56 Batch  904/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9716, Loss: 0.0128
Epoch  56 Batch  905/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9670, Loss: 0.0114
Epoch  56 Batch  906/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9670, Loss: 0.0114
Epoch  56 Batch  907/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0175
Epoch  56 Batch  908/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9659, Loss: 0.0164
Epoch  56 Batch  909/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9698, Loss: 0.0175
Epoch  56 Batch  910/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9712, Loss: 0.0194
Epoch  56 Batch  911/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9759, Loss: 0.0178
Epoch  56 Batch  912/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9712, Loss: 0.0167
Epoch  56 Batch  913/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9730, Loss: 0.0169
Epoch  56 Batch  914/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0486
Epoch  56 Batch  915/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9730, Loss: 0.0134
Epoch  56 Batch  916/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9677, Loss: 0.0151
Epoch  56 Batch  917/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9659, Loss: 0.0185
Epoch  56 Batch  918/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  56 Batch  919/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9616, Loss: 0.0105
Epoch  56 Batch  920/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9592, Loss: 0.0102
Epoch  56 Batch  921/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9570, Loss: 0.0173
Epoch  56 Batch  922/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0114
Epoch  56 Batch  923/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9570, Loss: 0.0092
Epoch  56 Batch  924/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9641, Loss: 0.0218
Epoch  56 Batch  925/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9641, Loss: 0.0149
Epoch  56 Batch  926/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9641, Loss: 0.0144
Epoch  56 Batch  927/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0226
Epoch  56 Batch  928/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0179
Epoch  56 Batch  929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9570, Loss: 0.0130
Epoch  56 Batch  930/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0110
Epoch  56 Batch  931/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9616, Loss: 0.0142
Epoch  56 Batch  932/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9616, Loss: 0.0118
Epoch  56 Batch  933/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9616, Loss: 0.0143
Epoch  56 Batch  934/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  56 Batch  935/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9606, Loss: 0.0093
Epoch  56 Batch  936/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9634, Loss: 0.0197
Epoch  56 Batch  937/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9734, Loss: 0.0213
Epoch  56 Batch  938/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9691, Loss: 0.0189
Epoch  56 Batch  939/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9737, Loss: 0.0209
Epoch  56 Batch  940/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9691, Loss: 0.0139
Epoch  56 Batch  941/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9755, Loss: 0.0121
Epoch  56 Batch  942/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9755, Loss: 0.0193
Epoch  56 Batch  943/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9705, Loss: 0.0091
Epoch  56 Batch  944/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9705, Loss: 0.0156
Epoch  56 Batch  945/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9659, Loss: 0.0104
Epoch  56 Batch  946/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9609, Loss: 0.0104
Epoch  56 Batch  947/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9609, Loss: 0.0145
Epoch  56 Batch  948/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0205
Epoch  56 Batch  949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9609, Loss: 0.0162
Epoch  56 Batch  950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9656, Loss: 0.0144
Epoch  56 Batch  951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9702, Loss: 0.0160
Epoch  56 Batch  952/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9702, Loss: 0.0071
Epoch  56 Batch  953/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9705, Loss: 0.0135
Epoch  56 Batch  954/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0216
Epoch  56 Batch  955/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9709, Loss: 0.0166
Epoch  56 Batch  956/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9730, Loss: 0.0167
Epoch  56 Batch  957/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9730, Loss: 0.0080
Epoch  56 Batch  958/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9680, Loss: 0.0206
Epoch  56 Batch  959/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  56 Batch  960/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9680, Loss: 0.0146
Epoch  56 Batch  961/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9680, Loss: 0.0112
Epoch  56 Batch  962/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9634, Loss: 0.0181
Epoch  56 Batch  963/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9727, Loss: 0.0190
Epoch  56 Batch  964/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9723, Loss: 0.0133
Epoch  56 Batch  965/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9631, Loss: 0.0251
Epoch  56 Batch  966/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9563, Loss: 0.0143
Epoch  56 Batch  967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9613, Loss: 0.0195
Epoch  56 Batch  968/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9659, Loss: 0.0212
Epoch  56 Batch  969/1077 - Train Accuracy: 0.9550, Validation Accuracy: 0.9656, Loss: 0.0178
Epoch  56 Batch  970/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9656, Loss: 0.0150
Epoch  56 Batch  971/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9656, Loss: 0.0178
Epoch  56 Batch  972/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9648, Loss: 0.0164
Epoch  56 Batch  973/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9698, Loss: 0.0085
Epoch  56 Batch  974/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0129
Epoch  56 Batch  975/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9652, Loss: 0.0143
Epoch  56 Batch  976/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9652, Loss: 0.0107
Epoch  56 Batch  977/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0078
Epoch  56 Batch  978/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  56 Batch  979/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  56 Batch  980/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9570, Loss: 0.0154
Epoch  56 Batch  981/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9620, Loss: 0.0236
Epoch  56 Batch  982/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9616, Loss: 0.0148
Epoch  56 Batch  983/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9602, Loss: 0.0152
Epoch  56 Batch  984/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9609, Loss: 0.0187
Epoch  56 Batch  985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9613, Loss: 0.0113
Epoch  56 Batch  986/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9613, Loss: 0.0138
Epoch  56 Batch  987/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9624, Loss: 0.0114
Epoch  56 Batch  988/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9577, Loss: 0.0151
Epoch  56 Batch  989/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9560, Loss: 0.0146
Epoch  56 Batch  990/1077 - Train Accuracy: 0.9860, Validation Accuracy: 0.9510, Loss: 0.0143
Epoch  56 Batch  991/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9407, Loss: 0.0147
Epoch  56 Batch  992/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9322, Loss: 0.0153
Epoch  56 Batch  993/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9322, Loss: 0.0135
Epoch  56 Batch  994/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9350, Loss: 0.0143
Epoch  56 Batch  995/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9421, Loss: 0.0095
Epoch  56 Batch  996/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9467, Loss: 0.0145
Epoch  56 Batch  997/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9467, Loss: 0.0142
Epoch  56 Batch  998/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9517, Loss: 0.0137
Epoch  56 Batch  999/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9517, Loss: 0.0149
Epoch  56 Batch 1000/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0150
Epoch  56 Batch 1001/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9467, Loss: 0.0114
Epoch  56 Batch 1002/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9464, Loss: 0.0082
Epoch  56 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0173
Epoch  56 Batch 1004/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9517, Loss: 0.0134
Epoch  56 Batch 1005/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9418, Loss: 0.0157
Epoch  56 Batch 1006/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9418, Loss: 0.0143
Epoch  56 Batch 1007/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9396, Loss: 0.0091
Epoch  56 Batch 1008/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9439, Loss: 0.0159
Epoch  56 Batch 1009/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9237, Loss: 0.0109
Epoch  56 Batch 1010/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9322, Loss: 0.0125
Epoch  56 Batch 1011/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9371, Loss: 0.0138
Epoch  56 Batch 1012/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9371, Loss: 0.0107
Epoch  56 Batch 1013/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9517, Loss: 0.0101
Epoch  56 Batch 1014/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9538, Loss: 0.0154
Epoch  56 Batch 1015/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  56 Batch 1016/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9535, Loss: 0.0124
Epoch  56 Batch 1017/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9585, Loss: 0.0140
Epoch  56 Batch 1018/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9616, Loss: 0.0208
Epoch  56 Batch 1019/1077 - Train Accuracy: 0.9552, Validation Accuracy: 0.9638, Loss: 0.0243
Epoch  56 Batch 1020/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9638, Loss: 0.0108
Epoch  56 Batch 1021/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9588, Loss: 0.0133
Epoch  56 Batch 1022/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0117
Epoch  56 Batch 1023/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9634, Loss: 0.0182
Epoch  56 Batch 1024/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9698, Loss: 0.0198
Epoch  56 Batch 1025/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  56 Batch 1026/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  56 Batch 1027/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9680, Loss: 0.0140
Epoch  56 Batch 1028/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9680, Loss: 0.0144
Epoch  56 Batch 1029/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9730, Loss: 0.0163
Epoch  56 Batch 1030/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9663, Loss: 0.0143
Epoch  56 Batch 1031/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9609, Loss: 0.0167
Epoch  56 Batch 1032/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9606, Loss: 0.0187
Epoch  56 Batch 1033/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9606, Loss: 0.0169
Epoch  56 Batch 1034/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9712, Loss: 0.0138
Epoch  56 Batch 1035/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9712, Loss: 0.0115
Epoch  56 Batch 1036/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9709, Loss: 0.0206
Epoch  56 Batch 1037/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  56 Batch 1038/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0170
Epoch  56 Batch 1039/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9592, Loss: 0.0163
Epoch  56 Batch 1040/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9570, Loss: 0.0156
Epoch  56 Batch 1041/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9549, Loss: 0.0230
Epoch  56 Batch 1042/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9499, Loss: 0.0126
Epoch  56 Batch 1043/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0207
Epoch  56 Batch 1044/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9680, Loss: 0.0153
Epoch  56 Batch 1045/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0171
Epoch  56 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0104
Epoch  56 Batch 1047/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9609, Loss: 0.0104
Epoch  56 Batch 1048/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0178
Epoch  56 Batch 1049/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0135
Epoch  56 Batch 1050/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9638, Loss: 0.0116
Epoch  56 Batch 1051/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9702, Loss: 0.0198
Epoch  56 Batch 1052/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9702, Loss: 0.0132
Epoch  56 Batch 1053/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9652, Loss: 0.0184
Epoch  56 Batch 1054/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0130
Epoch  56 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0144
Epoch  56 Batch 1056/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9723, Loss: 0.0098
Epoch  56 Batch 1057/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9723, Loss: 0.0156
Epoch  56 Batch 1058/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  56 Batch 1059/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9677, Loss: 0.0160
Epoch  56 Batch 1060/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9677, Loss: 0.0111
Epoch  56 Batch 1061/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9677, Loss: 0.0199
Epoch  56 Batch 1062/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9723, Loss: 0.0191
Epoch  56 Batch 1063/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9723, Loss: 0.0198
Epoch  56 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9723, Loss: 0.0184
Epoch  56 Batch 1065/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9748, Loss: 0.0147
Epoch  56 Batch 1066/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9748, Loss: 0.0129
Epoch  56 Batch 1067/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9716, Loss: 0.0127
Epoch  56 Batch 1068/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9737, Loss: 0.0107
Epoch  56 Batch 1069/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9737, Loss: 0.0101
Epoch  56 Batch 1070/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0161
Epoch  56 Batch 1071/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9741, Loss: 0.0159
Epoch  56 Batch 1072/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9751, Loss: 0.0139
Epoch  56 Batch 1073/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9648, Loss: 0.0190
Epoch  56 Batch 1074/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9648, Loss: 0.0174
Epoch  56 Batch 1075/1077 - Train Accuracy: 0.9626, Validation Accuracy: 0.9702, Loss: 0.0165
Epoch  57 Batch    1/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0100
Epoch  57 Batch    2/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0139
Epoch  57 Batch    3/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9751, Loss: 0.0201
Epoch  57 Batch    4/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9751, Loss: 0.0120
Epoch  57 Batch    5/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9751, Loss: 0.0215
Epoch  57 Batch    6/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9709, Loss: 0.0119
Epoch  57 Batch    7/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0136
Epoch  57 Batch    8/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  57 Batch    9/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9659, Loss: 0.0127
Epoch  57 Batch   10/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9659, Loss: 0.0158
Epoch  57 Batch   11/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9659, Loss: 0.0220
Epoch  57 Batch   12/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9656, Loss: 0.0092
Epoch  57 Batch   13/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9659, Loss: 0.0191
Epoch  57 Batch   14/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9702, Loss: 0.0128
Epoch  57 Batch   15/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9727, Loss: 0.0133
Epoch  57 Batch   16/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  57 Batch   17/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9627, Loss: 0.0140
Epoch  57 Batch   18/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9627, Loss: 0.0122
Epoch  57 Batch   19/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  57 Batch   20/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9634, Loss: 0.0114
Epoch  57 Batch   21/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0180
Epoch  57 Batch   22/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0142
Epoch  57 Batch   23/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9585, Loss: 0.0114
Epoch  57 Batch   24/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0205
Epoch  57 Batch   25/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9585, Loss: 0.0101
Epoch  57 Batch   26/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9688, Loss: 0.0196
Epoch  57 Batch   27/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0112
Epoch  57 Batch   28/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9730, Loss: 0.0149
Epoch  57 Batch   29/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0131
Epoch  57 Batch   30/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9748, Loss: 0.0097
Epoch  57 Batch   31/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9748, Loss: 0.0143
Epoch  57 Batch   32/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9748, Loss: 0.0153
Epoch  57 Batch   33/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9748, Loss: 0.0105
Epoch  57 Batch   34/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9748, Loss: 0.0182
Epoch  57 Batch   35/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9748, Loss: 0.0190
Epoch  57 Batch   36/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0099
Epoch  57 Batch   37/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9748, Loss: 0.0181
Epoch  57 Batch   38/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9748, Loss: 0.0217
Epoch  57 Batch   39/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9712, Loss: 0.0159
Epoch  57 Batch   40/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9709, Loss: 0.0126
Epoch  57 Batch   41/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9712, Loss: 0.0115
Epoch  57 Batch   42/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9709, Loss: 0.0210
Epoch  57 Batch   43/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9663, Loss: 0.0065
Epoch  57 Batch   44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9663, Loss: 0.0093
Epoch  57 Batch   45/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9599, Loss: 0.0125
Epoch  57 Batch   46/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  57 Batch   47/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9606, Loss: 0.0150
Epoch  57 Batch   48/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9652, Loss: 0.0202
Epoch  57 Batch   49/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9684, Loss: 0.0233
Epoch  57 Batch   50/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9684, Loss: 0.0149
Epoch  57 Batch   51/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9684, Loss: 0.0146
Epoch  57 Batch   52/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9616, Loss: 0.0181
Epoch  57 Batch   53/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9620, Loss: 0.0137
Epoch  57 Batch   54/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9620, Loss: 0.0287
Epoch  57 Batch   55/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9531, Loss: 0.0114
Epoch  57 Batch   56/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9577, Loss: 0.0138
Epoch  57 Batch   57/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9663, Loss: 0.0163
Epoch  57 Batch   58/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9616, Loss: 0.0123
Epoch  57 Batch   59/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9616, Loss: 0.0206
Epoch  57 Batch   60/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9570, Loss: 0.0098
Epoch  57 Batch   61/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  57 Batch   62/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9595, Loss: 0.0193
Epoch  57 Batch   63/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9641, Loss: 0.0120
Epoch  57 Batch   64/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9616, Loss: 0.0114
Epoch  57 Batch   65/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9616, Loss: 0.0129
Epoch  57 Batch   66/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9567, Loss: 0.0088
Epoch  57 Batch   67/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9616, Loss: 0.0149
Epoch  57 Batch   68/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9616, Loss: 0.0203
Epoch  57 Batch   69/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0230
Epoch  57 Batch   70/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9673, Loss: 0.0236
Epoch  57 Batch   71/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9673, Loss: 0.0118
Epoch  57 Batch   72/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0160
Epoch  57 Batch   73/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  57 Batch   74/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0149
Epoch  57 Batch   75/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9553, Loss: 0.0268
Epoch  57 Batch   76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9556, Loss: 0.0117
Epoch  57 Batch   77/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9553, Loss: 0.0146
Epoch  57 Batch   78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9553, Loss: 0.0148
Epoch  57 Batch   79/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0119
Epoch  57 Batch   80/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9602, Loss: 0.0149
Epoch  57 Batch   81/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9641, Loss: 0.0112
Epoch  57 Batch   82/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9755, Loss: 0.0151
Epoch  57 Batch   83/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9759, Loss: 0.0128
Epoch  57 Batch   84/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9759, Loss: 0.0159
Epoch  57 Batch   85/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9759, Loss: 0.0145
Epoch  57 Batch   86/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9709, Loss: 0.0136
Epoch  57 Batch   87/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9638, Loss: 0.0207
Epoch  57 Batch   88/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9595, Loss: 0.0185
Epoch  57 Batch   89/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9645, Loss: 0.0128
Epoch  57 Batch   90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9648, Loss: 0.0107
Epoch  57 Batch   91/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9648, Loss: 0.0142
Epoch  57 Batch   92/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9648, Loss: 0.0172
Epoch  57 Batch   93/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9585, Loss: 0.0156
Epoch  57 Batch   94/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9585, Loss: 0.0167
Epoch  57 Batch   95/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9577, Loss: 0.0132
Epoch  57 Batch   96/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9599, Loss: 0.0152
Epoch  57 Batch   97/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9599, Loss: 0.0186
Epoch  57 Batch   98/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9599, Loss: 0.0229
Epoch  57 Batch   99/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0117
Epoch  57 Batch  100/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9641, Loss: 0.0126
Epoch  57 Batch  101/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9592, Loss: 0.0172
Epoch  57 Batch  102/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9570, Loss: 0.0104
Epoch  57 Batch  103/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9577, Loss: 0.0211
Epoch  57 Batch  104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9602, Loss: 0.0203
Epoch  57 Batch  105/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0142
Epoch  57 Batch  106/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9599, Loss: 0.0177
Epoch  57 Batch  107/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9599, Loss: 0.0165
Epoch  57 Batch  108/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0213
Epoch  57 Batch  109/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9620, Loss: 0.0141
Epoch  57 Batch  110/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0119
Epoch  57 Batch  111/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  57 Batch  112/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9535, Loss: 0.0117
Epoch  57 Batch  113/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9563, Loss: 0.0217
Epoch  57 Batch  114/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9609, Loss: 0.0124
Epoch  57 Batch  115/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  57 Batch  116/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9588, Loss: 0.0267
Epoch  57 Batch  117/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9652, Loss: 0.0150
Epoch  57 Batch  118/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9570, Loss: 0.0115
Epoch  57 Batch  119/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0111
Epoch  57 Batch  120/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9606, Loss: 0.0243
Epoch  57 Batch  121/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0205
Epoch  57 Batch  122/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9663, Loss: 0.0162
Epoch  57 Batch  123/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9656, Loss: 0.0099
Epoch  57 Batch  124/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9705, Loss: 0.0216
Epoch  57 Batch  125/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9737, Loss: 0.0272
Epoch  57 Batch  126/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9737, Loss: 0.0157
Epoch  57 Batch  127/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9620, Loss: 0.0194
Epoch  57 Batch  128/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9538, Loss: 0.0149
Epoch  57 Batch  129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9513, Loss: 0.0177
Epoch  57 Batch  130/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0134
Epoch  57 Batch  131/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9567, Loss: 0.0185
Epoch  57 Batch  132/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9563, Loss: 0.0123
Epoch  57 Batch  133/1077 - Train Accuracy: 0.9971, Validation Accuracy: 0.9482, Loss: 0.0097
Epoch  57 Batch  134/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9446, Loss: 0.0128
Epoch  57 Batch  135/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9538, Loss: 0.0214
Epoch  57 Batch  136/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9560, Loss: 0.0127
Epoch  57 Batch  137/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9556, Loss: 0.0166
Epoch  57 Batch  138/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  57 Batch  139/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9549, Loss: 0.0174
Epoch  57 Batch  140/1077 - Train Accuracy: 0.9951, Validation Accuracy: 0.9553, Loss: 0.0126
Epoch  57 Batch  141/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9538, Loss: 0.0114
Epoch  57 Batch  142/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9602, Loss: 0.0159
Epoch  57 Batch  143/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9602, Loss: 0.0149
Epoch  57 Batch  144/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9599, Loss: 0.0220
Epoch  57 Batch  145/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9599, Loss: 0.0150
Epoch  57 Batch  146/1077 - Train Accuracy: 0.9494, Validation Accuracy: 0.9570, Loss: 0.0515
Epoch  57 Batch  147/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9695, Loss: 0.0120
Epoch  57 Batch  148/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9641, Loss: 0.0213
Epoch  57 Batch  149/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9588, Loss: 0.0116
Epoch  57 Batch  150/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  57 Batch  151/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  57 Batch  152/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9663, Loss: 0.0176
Epoch  57 Batch  153/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9581, Loss: 0.0250
Epoch  57 Batch  154/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9510, Loss: 0.0119
Epoch  57 Batch  155/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9485, Loss: 0.0143
Epoch  57 Batch  156/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9489, Loss: 0.0128
Epoch  57 Batch  157/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9521, Loss: 0.0126
Epoch  57 Batch  158/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9517, Loss: 0.0159
Epoch  57 Batch  159/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9567, Loss: 0.0153
Epoch  57 Batch  160/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0139
Epoch  57 Batch  161/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0097
Epoch  57 Batch  162/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9613, Loss: 0.0117
Epoch  57 Batch  163/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9613, Loss: 0.0210
Epoch  57 Batch  164/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0130
Epoch  57 Batch  165/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9638, Loss: 0.0185
Epoch  57 Batch  166/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9702, Loss: 0.0148
Epoch  57 Batch  167/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0112
Epoch  57 Batch  168/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9698, Loss: 0.0235
Epoch  57 Batch  169/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9702, Loss: 0.0120
Epoch  57 Batch  170/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0156
Epoch  57 Batch  171/1077 - Train Accuracy: 0.9858, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  57 Batch  172/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9616, Loss: 0.0136
Epoch  57 Batch  173/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9616, Loss: 0.0219
Epoch  57 Batch  174/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9613, Loss: 0.0070
Epoch  57 Batch  175/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9588, Loss: 0.0203
Epoch  57 Batch  176/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9648, Loss: 0.0163
Epoch  57 Batch  177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9627, Loss: 0.0118
Epoch  57 Batch  178/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  57 Batch  179/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0176
Epoch  57 Batch  180/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0112
Epoch  57 Batch  181/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9677, Loss: 0.0159
Epoch  57 Batch  182/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9677, Loss: 0.0206
Epoch  57 Batch  183/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9695, Loss: 0.0140
Epoch  57 Batch  184/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9695, Loss: 0.0162
Epoch  57 Batch  185/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9673, Loss: 0.0165
Epoch  57 Batch  186/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0173
Epoch  57 Batch  187/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9673, Loss: 0.0112
Epoch  57 Batch  188/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9609, Loss: 0.0153
Epoch  57 Batch  189/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0135
Epoch  57 Batch  190/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0144
Epoch  57 Batch  191/1077 - Train Accuracy: 0.9666, Validation Accuracy: 0.9631, Loss: 0.0110
Epoch  57 Batch  192/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9585, Loss: 0.0157
Epoch  57 Batch  193/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9631, Loss: 0.0109
Epoch  57 Batch  194/1077 - Train Accuracy: 0.9989, Validation Accuracy: 0.9592, Loss: 0.0114
Epoch  57 Batch  195/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9588, Loss: 0.0142
Epoch  57 Batch  196/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9592, Loss: 0.0113
Epoch  57 Batch  197/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9702, Loss: 0.0161
Epoch  57 Batch  198/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9680, Loss: 0.0185
Epoch  57 Batch  199/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9680, Loss: 0.0117
Epoch  57 Batch  200/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9680, Loss: 0.0178
Epoch  57 Batch  201/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9680, Loss: 0.0152
Epoch  57 Batch  202/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0096
Epoch  57 Batch  203/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9723, Loss: 0.0186
Epoch  57 Batch  204/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9723, Loss: 0.0259
Epoch  57 Batch  205/1077 - Train Accuracy: 0.9500, Validation Accuracy: 0.9695, Loss: 0.0213
Epoch  57 Batch  206/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9695, Loss: 0.0132
Epoch  57 Batch  207/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9695, Loss: 0.0126
Epoch  57 Batch  208/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9695, Loss: 0.0135
Epoch  57 Batch  209/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9695, Loss: 0.0098
Epoch  57 Batch  210/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9719, Loss: 0.0131
Epoch  57 Batch  211/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9766, Loss: 0.0104
Epoch  57 Batch  212/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9766, Loss: 0.0109
Epoch  57 Batch  213/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9766, Loss: 0.0114
Epoch  57 Batch  214/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9769, Loss: 0.0152
Epoch  57 Batch  215/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9773, Loss: 0.0174
Epoch  57 Batch  216/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9727, Loss: 0.0134
Epoch  57 Batch  217/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9727, Loss: 0.0085
Epoch  57 Batch  218/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9727, Loss: 0.0169
Epoch  57 Batch  219/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9723, Loss: 0.0098
Epoch  57 Batch  220/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9723, Loss: 0.0150
Epoch  57 Batch  221/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9719, Loss: 0.0124
Epoch  57 Batch  222/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9673, Loss: 0.0136
Epoch  57 Batch  223/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9666, Loss: 0.0134
Epoch  57 Batch  224/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9666, Loss: 0.0090
Epoch  57 Batch  225/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9602, Loss: 0.0202
Epoch  57 Batch  226/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  57 Batch  227/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9549, Loss: 0.0167
Epoch  57 Batch  228/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9549, Loss: 0.0132
Epoch  57 Batch  229/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9535, Loss: 0.0126
Epoch  57 Batch  230/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9535, Loss: 0.0129
Epoch  57 Batch  231/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0171
Epoch  57 Batch  232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9648, Loss: 0.0123
Epoch  57 Batch  233/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0193
Epoch  57 Batch  234/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9638, Loss: 0.0123
Epoch  57 Batch  235/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  57 Batch  236/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9634, Loss: 0.0134
Epoch  57 Batch  237/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0146
Epoch  57 Batch  238/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0119
Epoch  57 Batch  239/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9652, Loss: 0.0103
Epoch  57 Batch  240/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0113
Epoch  57 Batch  241/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9677, Loss: 0.0076
Epoch  57 Batch  242/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0127
Epoch  57 Batch  243/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  57 Batch  244/1077 - Train Accuracy: 0.9822, Validation Accuracy: 0.9627, Loss: 0.0126
Epoch  57 Batch  245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9631, Loss: 0.0118
Epoch  57 Batch  246/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9606, Loss: 0.0136
Epoch  57 Batch  247/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9656, Loss: 0.0188
Epoch  57 Batch  248/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9631, Loss: 0.0103
Epoch  57 Batch  249/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  57 Batch  250/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9627, Loss: 0.0188
Epoch  57 Batch  251/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0218
Epoch  57 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  57 Batch  253/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9627, Loss: 0.0200
Epoch  57 Batch  254/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9599, Loss: 0.0192
Epoch  57 Batch  255/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9751, Loss: 0.0157
Epoch  57 Batch  256/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9826, Loss: 0.0288
Epoch  57 Batch  257/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  57 Batch  258/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  57 Batch  259/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9652, Loss: 0.0140
Epoch  57 Batch  260/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9656, Loss: 0.0088
Epoch  57 Batch  261/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0199
Epoch  57 Batch  262/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  57 Batch  263/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9592, Loss: 0.0125
Epoch  57 Batch  264/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9542, Loss: 0.0123
Epoch  57 Batch  265/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9588, Loss: 0.0117
Epoch  57 Batch  266/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9666, Loss: 0.0160
Epoch  57 Batch  267/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9648, Loss: 0.0101
Epoch  57 Batch  268/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9648, Loss: 0.0216
Epoch  57 Batch  269/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9648, Loss: 0.0191
Epoch  57 Batch  270/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0221
Epoch  57 Batch  271/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9609, Loss: 0.0122
Epoch  57 Batch  272/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9606, Loss: 0.0375
Epoch  57 Batch  273/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9503, Loss: 0.0116
Epoch  57 Batch  274/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9503, Loss: 0.0144
Epoch  57 Batch  275/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9503, Loss: 0.0132
Epoch  57 Batch  276/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9499, Loss: 0.0251
Epoch  57 Batch  277/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9499, Loss: 0.0118
Epoch  57 Batch  278/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9499, Loss: 0.0163
Epoch  57 Batch  279/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9499, Loss: 0.0161
Epoch  57 Batch  280/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9545, Loss: 0.0170
Epoch  57 Batch  281/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9592, Loss: 0.0153
Epoch  57 Batch  282/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9592, Loss: 0.0208
Epoch  57 Batch  283/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0154
Epoch  57 Batch  284/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0140
Epoch  57 Batch  285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9592, Loss: 0.0150
Epoch  57 Batch  286/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9592, Loss: 0.0128
Epoch  57 Batch  287/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9563, Loss: 0.0238
Epoch  57 Batch  288/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9545, Loss: 0.0228
Epoch  57 Batch  289/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9599, Loss: 0.0120
Epoch  57 Batch  290/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9595, Loss: 0.0272
Epoch  57 Batch  291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9620, Loss: 0.0248
Epoch  57 Batch  292/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9663, Loss: 0.0137
Epoch  57 Batch  293/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9709, Loss: 0.0132
Epoch  57 Batch  294/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0142
Epoch  57 Batch  295/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9666, Loss: 0.0174
Epoch  57 Batch  296/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0173
Epoch  57 Batch  297/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9560, Loss: 0.0175
Epoch  57 Batch  298/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9677, Loss: 0.0204
Epoch  57 Batch  299/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9581, Loss: 0.0137
Epoch  57 Batch  300/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9631, Loss: 0.0115
Epoch  57 Batch  301/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9627, Loss: 0.0128
Epoch  57 Batch  302/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0185
Epoch  57 Batch  303/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9616, Loss: 0.0258
Epoch  57 Batch  304/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  57 Batch  305/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9574, Loss: 0.0140
Epoch  57 Batch  306/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9574, Loss: 0.0243
Epoch  57 Batch  307/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9549, Loss: 0.0208
Epoch  57 Batch  308/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  57 Batch  309/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9528, Loss: 0.0130
Epoch  57 Batch  310/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9542, Loss: 0.0140
Epoch  57 Batch  311/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9556, Loss: 0.0140
Epoch  57 Batch  312/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9563, Loss: 0.0176
Epoch  57 Batch  313/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9581, Loss: 0.0114
Epoch  57 Batch  314/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9581, Loss: 0.0222
Epoch  57 Batch  315/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  57 Batch  316/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9553, Loss: 0.0164
Epoch  57 Batch  317/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9556, Loss: 0.0140
Epoch  57 Batch  318/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9609, Loss: 0.0089
Epoch  57 Batch  319/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9567, Loss: 0.0184
Epoch  57 Batch  320/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9588, Loss: 0.0231
Epoch  57 Batch  321/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9574, Loss: 0.0123
Epoch  57 Batch  322/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9570, Loss: 0.0101
Epoch  57 Batch  323/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9570, Loss: 0.0149
Epoch  57 Batch  324/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9521, Loss: 0.0156
Epoch  57 Batch  325/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9563, Loss: 0.0181
Epoch  57 Batch  326/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9563, Loss: 0.0150
Epoch  57 Batch  327/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9542, Loss: 0.0198
Epoch  57 Batch  328/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9638, Loss: 0.0164
Epoch  57 Batch  329/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9616, Loss: 0.0134
Epoch  57 Batch  330/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9588, Loss: 0.0120
Epoch  57 Batch  331/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9609, Loss: 0.0136
Epoch  57 Batch  332/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9609, Loss: 0.0087
Epoch  57 Batch  333/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0160
Epoch  57 Batch  334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9496, Loss: 0.0114
Epoch  57 Batch  335/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9517, Loss: 0.0172
Epoch  57 Batch  336/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9521, Loss: 0.0531
Epoch  57 Batch  337/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9474, Loss: 0.0173
Epoch  57 Batch  338/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9425, Loss: 0.0213
Epoch  57 Batch  339/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9567, Loss: 0.0097
Epoch  57 Batch  340/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9567, Loss: 0.0138
Epoch  57 Batch  341/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9616, Loss: 0.0189
Epoch  57 Batch  342/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0103
Epoch  57 Batch  343/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0177
Epoch  57 Batch  344/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9641, Loss: 0.0180
Epoch  57 Batch  345/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9577, Loss: 0.0096
Epoch  57 Batch  346/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9499, Loss: 0.0137
Epoch  57 Batch  347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9528, Loss: 0.0094
Epoch  57 Batch  348/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9467, Loss: 0.0120
Epoch  57 Batch  349/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9453, Loss: 0.0123
Epoch  57 Batch  350/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9457, Loss: 0.0133
Epoch  57 Batch  351/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9407, Loss: 0.0137
Epoch  57 Batch  352/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9407, Loss: 0.0125
Epoch  57 Batch  353/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9467, Loss: 0.0190
Epoch  57 Batch  354/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9517, Loss: 0.0157
Epoch  57 Batch  355/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9563, Loss: 0.0148
Epoch  57 Batch  356/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9496, Loss: 0.0125
Epoch  57 Batch  357/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9553, Loss: 0.0149
Epoch  57 Batch  358/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9535, Loss: 0.0163
Epoch  57 Batch  359/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9499, Loss: 0.0138
Epoch  57 Batch  360/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0127
Epoch  57 Batch  361/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9553, Loss: 0.0111
Epoch  57 Batch  362/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9503, Loss: 0.0145
Epoch  57 Batch  363/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9524, Loss: 0.0163
Epoch  57 Batch  364/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9474, Loss: 0.0212
Epoch  57 Batch  365/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9453, Loss: 0.0082
Epoch  57 Batch  366/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9499, Loss: 0.0115
Epoch  57 Batch  367/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9499, Loss: 0.0092
Epoch  57 Batch  368/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9450, Loss: 0.0191
Epoch  57 Batch  369/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9450, Loss: 0.0141
Epoch  57 Batch  370/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9492, Loss: 0.0141
Epoch  57 Batch  371/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9492, Loss: 0.0128
Epoch  57 Batch  372/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9464, Loss: 0.0128
Epoch  57 Batch  373/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9513, Loss: 0.0097
Epoch  57 Batch  374/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9471, Loss: 0.0167
Epoch  57 Batch  375/1077 - Train Accuracy: 0.9876, Validation Accuracy: 0.9474, Loss: 0.0121
Epoch  57 Batch  376/1077 - Train Accuracy: 0.9595, Validation Accuracy: 0.9474, Loss: 0.0166
Epoch  57 Batch  377/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9457, Loss: 0.0153
Epoch  57 Batch  378/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9471, Loss: 0.0123
Epoch  57 Batch  379/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9471, Loss: 0.0207
Epoch  57 Batch  380/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9521, Loss: 0.0101
Epoch  57 Batch  381/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9474, Loss: 0.0141
Epoch  57 Batch  382/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9478, Loss: 0.0209
Epoch  57 Batch  383/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9528, Loss: 0.0149
Epoch  57 Batch  384/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9592, Loss: 0.0096
Epoch  57 Batch  385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0093
Epoch  57 Batch  386/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9680, Loss: 0.0134
Epoch  57 Batch  387/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9680, Loss: 0.0116
Epoch  57 Batch  388/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9680, Loss: 0.0212
Epoch  57 Batch  389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9656, Loss: 0.0157
Epoch  57 Batch  390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9656, Loss: 0.0213
Epoch  57 Batch  391/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9659, Loss: 0.0138
Epoch  57 Batch  392/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9613, Loss: 0.0242
Epoch  57 Batch  393/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9606, Loss: 0.0131
Epoch  57 Batch  394/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9606, Loss: 0.0125
Epoch  57 Batch  395/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9563, Loss: 0.0128
Epoch  57 Batch  396/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9560, Loss: 0.0185
Epoch  57 Batch  397/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9560, Loss: 0.0174
Epoch  57 Batch  398/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9556, Loss: 0.0150
Epoch  57 Batch  399/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9517, Loss: 0.0153
Epoch  57 Batch  400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9606, Loss: 0.0135
Epoch  57 Batch  401/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0111
Epoch  57 Batch  402/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9656, Loss: 0.0114
Epoch  57 Batch  403/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0264
Epoch  57 Batch  404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  57 Batch  405/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9609, Loss: 0.0164
Epoch  57 Batch  406/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9613, Loss: 0.0133
Epoch  57 Batch  407/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9570, Loss: 0.0156
Epoch  57 Batch  408/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9570, Loss: 0.0232
Epoch  57 Batch  409/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9659, Loss: 0.0170
Epoch  57 Batch  410/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9659, Loss: 0.0282
Epoch  57 Batch  411/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  57 Batch  412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0129
Epoch  57 Batch  413/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9563, Loss: 0.0109
Epoch  57 Batch  414/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0150
Epoch  57 Batch  415/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9592, Loss: 0.0185
Epoch  57 Batch  416/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0111
Epoch  57 Batch  417/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9592, Loss: 0.0261
Epoch  57 Batch  418/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9588, Loss: 0.0118
Epoch  57 Batch  419/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9588, Loss: 0.0146
Epoch  57 Batch  420/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9588, Loss: 0.0089
Epoch  57 Batch  421/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9652, Loss: 0.0216
Epoch  57 Batch  422/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9592, Loss: 0.0115
Epoch  57 Batch  423/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9592, Loss: 0.0189
Epoch  57 Batch  424/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9592, Loss: 0.0146
Epoch  57 Batch  425/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9592, Loss: 0.0094
Epoch  57 Batch  426/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9592, Loss: 0.0164
Epoch  57 Batch  427/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9570, Loss: 0.0131
Epoch  57 Batch  428/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9613, Loss: 0.0147
Epoch  57 Batch  429/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9588, Loss: 0.0091
Epoch  57 Batch  430/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0112
Epoch  57 Batch  431/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9641, Loss: 0.0117
Epoch  57 Batch  432/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0169
Epoch  57 Batch  433/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9641, Loss: 0.0165
Epoch  57 Batch  434/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9620, Loss: 0.0102
Epoch  57 Batch  435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0167
Epoch  57 Batch  436/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9620, Loss: 0.0135
Epoch  57 Batch  437/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9592, Loss: 0.0135
Epoch  57 Batch  438/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0104
Epoch  57 Batch  439/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  57 Batch  440/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9592, Loss: 0.0172
Epoch  57 Batch  441/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9592, Loss: 0.0144
Epoch  57 Batch  442/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9595, Loss: 0.0183
Epoch  57 Batch  443/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9595, Loss: 0.0133
Epoch  57 Batch  444/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9595, Loss: 0.0156
Epoch  57 Batch  445/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9595, Loss: 0.0119
Epoch  57 Batch  446/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9595, Loss: 0.0122
Epoch  57 Batch  447/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9602, Loss: 0.0123
Epoch  57 Batch  448/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9602, Loss: 0.0168
Epoch  57 Batch  449/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0181
Epoch  57 Batch  450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9595, Loss: 0.0202
Epoch  57 Batch  451/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9595, Loss: 0.0113
Epoch  57 Batch  452/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9595, Loss: 0.0149
Epoch  57 Batch  453/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9599, Loss: 0.0182
Epoch  57 Batch  454/1077 - Train Accuracy: 0.9398, Validation Accuracy: 0.9592, Loss: 0.0248
Epoch  57 Batch  455/1077 - Train Accuracy: 0.9748, Validation Accuracy: 0.9592, Loss: 0.0157
Epoch  57 Batch  456/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9656, Loss: 0.0201
Epoch  57 Batch  457/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9656, Loss: 0.0130
Epoch  57 Batch  458/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0165
Epoch  57 Batch  459/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9631, Loss: 0.0175
Epoch  57 Batch  460/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9680, Loss: 0.0152
Epoch  57 Batch  461/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9652, Loss: 0.0144
Epoch  57 Batch  462/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9538, Loss: 0.0144
Epoch  57 Batch  463/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9585, Loss: 0.0172
Epoch  57 Batch  464/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9560, Loss: 0.0161
Epoch  57 Batch  465/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9560, Loss: 0.0208
Epoch  57 Batch  466/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9599, Loss: 0.0124
Epoch  57 Batch  467/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9599, Loss: 0.0102
Epoch  57 Batch  468/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9627, Loss: 0.0113
Epoch  57 Batch  469/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0079
Epoch  57 Batch  470/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9627, Loss: 0.0137
Epoch  57 Batch  471/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9627, Loss: 0.0115
Epoch  57 Batch  472/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9627, Loss: 0.0138
Epoch  57 Batch  473/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9673, Loss: 0.0132
Epoch  57 Batch  474/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0128
Epoch  57 Batch  475/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9705, Loss: 0.0144
Epoch  57 Batch  476/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9702, Loss: 0.0142
Epoch  57 Batch  477/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9652, Loss: 0.0192
Epoch  57 Batch  478/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9702, Loss: 0.0148
Epoch  57 Batch  479/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9702, Loss: 0.0164
Epoch  57 Batch  480/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9677, Loss: 0.0118
Epoch  57 Batch  481/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  57 Batch  482/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9588, Loss: 0.0159
Epoch  57 Batch  483/1077 - Train Accuracy: 0.9512, Validation Accuracy: 0.9656, Loss: 0.0192
Epoch  57 Batch  484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9688, Loss: 0.0162
Epoch  57 Batch  485/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9645, Loss: 0.0138
Epoch  57 Batch  486/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9645, Loss: 0.0129
Epoch  57 Batch  487/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0113
Epoch  57 Batch  488/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9602, Loss: 0.0133
Epoch  57 Batch  489/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9457, Loss: 0.0126
Epoch  57 Batch  490/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9428, Loss: 0.0140
Epoch  57 Batch  491/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9428, Loss: 0.0220
Epoch  57 Batch  492/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9482, Loss: 0.0183
Epoch  57 Batch  493/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9482, Loss: 0.0116
Epoch  57 Batch  494/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9524, Loss: 0.0103
Epoch  57 Batch  495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9574, Loss: 0.0161
Epoch  57 Batch  496/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9620, Loss: 0.0134
Epoch  57 Batch  497/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9620, Loss: 0.0173
Epoch  57 Batch  498/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9734, Loss: 0.0173
Epoch  57 Batch  499/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9734, Loss: 0.0122
Epoch  57 Batch  500/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0115
Epoch  57 Batch  501/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0143
Epoch  57 Batch  502/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0194
Epoch  57 Batch  503/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9631, Loss: 0.0126
Epoch  57 Batch  504/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  57 Batch  505/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0094
Epoch  57 Batch  506/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9673, Loss: 0.0249
Epoch  57 Batch  507/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9677, Loss: 0.0165
Epoch  57 Batch  508/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9677, Loss: 0.0134
Epoch  57 Batch  509/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0201
Epoch  57 Batch  510/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9567, Loss: 0.0105
Epoch  57 Batch  511/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9563, Loss: 0.0157
Epoch  57 Batch  512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9609, Loss: 0.0122
Epoch  57 Batch  513/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0171
Epoch  57 Batch  514/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9592, Loss: 0.0155
Epoch  57 Batch  515/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0114
Epoch  57 Batch  516/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9613, Loss: 0.0145
Epoch  57 Batch  517/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9599, Loss: 0.0187
Epoch  57 Batch  518/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9599, Loss: 0.0149
Epoch  57 Batch  519/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9620, Loss: 0.0167
Epoch  57 Batch  520/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9620, Loss: 0.0102
Epoch  57 Batch  521/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9606, Loss: 0.0143
Epoch  57 Batch  522/1077 - Train Accuracy: 0.9484, Validation Accuracy: 0.9560, Loss: 0.0204
Epoch  57 Batch  523/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0163
Epoch  57 Batch  524/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9624, Loss: 0.0183
Epoch  57 Batch  525/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9677, Loss: 0.0142
Epoch  57 Batch  526/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0124
Epoch  57 Batch  527/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9730, Loss: 0.0153
Epoch  57 Batch  528/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9727, Loss: 0.0152
Epoch  57 Batch  529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9673, Loss: 0.0175
Epoch  57 Batch  530/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9624, Loss: 0.0174
Epoch  57 Batch  531/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9624, Loss: 0.0183
Epoch  57 Batch  532/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9727, Loss: 0.0206
Epoch  57 Batch  533/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9698, Loss: 0.0144
Epoch  57 Batch  534/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9698, Loss: 0.0180
Epoch  57 Batch  535/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9648, Loss: 0.0155
Epoch  57 Batch  536/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9702, Loss: 0.0180
Epoch  57 Batch  537/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9705, Loss: 0.0166
Epoch  57 Batch  538/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9755, Loss: 0.0140
Epoch  57 Batch  539/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9755, Loss: 0.0208
Epoch  57 Batch  540/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9755, Loss: 0.0102
Epoch  57 Batch  541/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9783, Loss: 0.0131
Epoch  57 Batch  542/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9783, Loss: 0.0163
Epoch  57 Batch  543/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9783, Loss: 0.0118
Epoch  57 Batch  544/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9737, Loss: 0.0108
Epoch  57 Batch  545/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9631, Loss: 0.0125
Epoch  57 Batch  546/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9627, Loss: 0.0184
Epoch  57 Batch  547/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9585, Loss: 0.0154
Epoch  57 Batch  548/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9471, Loss: 0.0170
Epoch  57 Batch  549/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9517, Loss: 0.0188
Epoch  57 Batch  550/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9517, Loss: 0.0136
Epoch  57 Batch  551/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9638, Loss: 0.0213
Epoch  57 Batch  552/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9638, Loss: 0.0157
Epoch  57 Batch  553/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0219
Epoch  57 Batch  554/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0163
Epoch  57 Batch  555/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0122
Epoch  57 Batch  556/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9553, Loss: 0.0111
Epoch  57 Batch  557/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9545, Loss: 0.0134
Epoch  57 Batch  558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9545, Loss: 0.0115
Epoch  57 Batch  559/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9592, Loss: 0.0135
Epoch  57 Batch  560/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0156
Epoch  57 Batch  561/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9592, Loss: 0.0114
Epoch  57 Batch  562/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9634, Loss: 0.0108
Epoch  57 Batch  563/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0150
Epoch  57 Batch  564/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0211
Epoch  57 Batch  565/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9638, Loss: 0.0219
Epoch  57 Batch  566/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9702, Loss: 0.0135
Epoch  57 Batch  567/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9702, Loss: 0.0135
Epoch  57 Batch  568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9702, Loss: 0.0133
Epoch  57 Batch  569/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0145
Epoch  57 Batch  570/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9705, Loss: 0.0237
Epoch  57 Batch  571/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0102
Epoch  57 Batch  572/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9652, Loss: 0.0153
Epoch  57 Batch  573/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9652, Loss: 0.0259
Epoch  57 Batch  574/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9652, Loss: 0.0143
Epoch  57 Batch  575/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0126
Epoch  57 Batch  576/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9602, Loss: 0.0119
Epoch  57 Batch  577/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9652, Loss: 0.0164
Epoch  57 Batch  578/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0124
Epoch  57 Batch  579/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9588, Loss: 0.0151
Epoch  57 Batch  580/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9588, Loss: 0.0136
Epoch  57 Batch  581/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9556, Loss: 0.0102
Epoch  57 Batch  582/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9506, Loss: 0.0097
Epoch  57 Batch  583/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9549, Loss: 0.0194
Epoch  57 Batch  584/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9542, Loss: 0.0161
Epoch  57 Batch  585/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9592, Loss: 0.0104
Epoch  57 Batch  586/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9545, Loss: 0.0136
Epoch  57 Batch  587/1077 - Train Accuracy: 0.9557, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  57 Batch  588/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9595, Loss: 0.0131
Epoch  57 Batch  589/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9588, Loss: 0.0109
Epoch  57 Batch  590/1077 - Train Accuracy: 0.9597, Validation Accuracy: 0.9638, Loss: 0.0156
Epoch  57 Batch  591/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0168
Epoch  57 Batch  592/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9538, Loss: 0.0158
Epoch  57 Batch  593/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9613, Loss: 0.0250
Epoch  57 Batch  594/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0168
Epoch  57 Batch  595/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  57 Batch  596/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9613, Loss: 0.0153
Epoch  57 Batch  597/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0127
Epoch  57 Batch  598/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9652, Loss: 0.0167
Epoch  57 Batch  599/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9776, Loss: 0.0224
Epoch  57 Batch  600/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9776, Loss: 0.0157
Epoch  57 Batch  601/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9744, Loss: 0.0140
Epoch  57 Batch  602/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9695, Loss: 0.0179
Epoch  57 Batch  603/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9695, Loss: 0.0153
Epoch  57 Batch  604/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9641, Loss: 0.0236
Epoch  57 Batch  605/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9638, Loss: 0.0210
Epoch  57 Batch  606/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9641, Loss: 0.0169
Epoch  57 Batch  607/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9652, Loss: 0.0192
Epoch  57 Batch  608/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  57 Batch  609/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9627, Loss: 0.0191
Epoch  57 Batch  610/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0198
Epoch  57 Batch  611/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9684, Loss: 0.0125
Epoch  57 Batch  612/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9563, Loss: 0.0131
Epoch  57 Batch  613/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9563, Loss: 0.0165
Epoch  57 Batch  614/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9563, Loss: 0.0134
Epoch  57 Batch  615/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9563, Loss: 0.0103
Epoch  57 Batch  616/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9588, Loss: 0.0166
Epoch  57 Batch  617/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9535, Loss: 0.0116
Epoch  57 Batch  618/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9528, Loss: 0.0185
Epoch  57 Batch  619/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9482, Loss: 0.0124
Epoch  57 Batch  620/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9482, Loss: 0.0127
Epoch  57 Batch  621/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9535, Loss: 0.0150
Epoch  57 Batch  622/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9535, Loss: 0.0191
Epoch  57 Batch  623/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9535, Loss: 0.0197
Epoch  57 Batch  624/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9531, Loss: 0.0165
Epoch  57 Batch  625/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9531, Loss: 0.0149
Epoch  57 Batch  626/1077 - Train Accuracy: 0.9627, Validation Accuracy: 0.9531, Loss: 0.0170
Epoch  57 Batch  627/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9553, Loss: 0.0157
Epoch  57 Batch  628/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9599, Loss: 0.0155
Epoch  57 Batch  629/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9602, Loss: 0.0163
Epoch  57 Batch  630/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0140
Epoch  57 Batch  631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0196
Epoch  57 Batch  632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9585, Loss: 0.0120
Epoch  57 Batch  633/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9585, Loss: 0.0124
Epoch  57 Batch  634/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  57 Batch  635/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9698, Loss: 0.0192
Epoch  57 Batch  636/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9755, Loss: 0.0142
Epoch  57 Batch  637/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9702, Loss: 0.0141
Epoch  57 Batch  638/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  57 Batch  639/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0208
Epoch  57 Batch  640/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9730, Loss: 0.0124
Epoch  57 Batch  641/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9616, Loss: 0.0144
Epoch  57 Batch  642/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9616, Loss: 0.0101
Epoch  57 Batch  643/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9616, Loss: 0.0115
Epoch  57 Batch  644/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9616, Loss: 0.0100
Epoch  57 Batch  645/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9666, Loss: 0.0185
Epoch  57 Batch  646/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9670, Loss: 0.0152
Epoch  57 Batch  647/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9620, Loss: 0.0161
Epoch  57 Batch  648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9730, Loss: 0.0120
Epoch  57 Batch  649/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9734, Loss: 0.0118
Epoch  57 Batch  650/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  57 Batch  651/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  57 Batch  652/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9556, Loss: 0.0179
Epoch  57 Batch  653/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9556, Loss: 0.0241
Epoch  57 Batch  654/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0150
Epoch  57 Batch  655/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9602, Loss: 0.0201
Epoch  57 Batch  656/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9602, Loss: 0.0151
Epoch  57 Batch  657/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9631, Loss: 0.0211
Epoch  57 Batch  658/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9581, Loss: 0.0092
Epoch  57 Batch  659/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9581, Loss: 0.0130
Epoch  57 Batch  660/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9581, Loss: 0.0109
Epoch  57 Batch  661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9585, Loss: 0.0121
Epoch  57 Batch  662/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9535, Loss: 0.0145
Epoch  57 Batch  663/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9581, Loss: 0.0105
Epoch  57 Batch  664/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9577, Loss: 0.0133
Epoch  57 Batch  665/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9577, Loss: 0.0123
Epoch  57 Batch  666/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9620, Loss: 0.0175
Epoch  57 Batch  667/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9624, Loss: 0.0171
Epoch  57 Batch  668/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9624, Loss: 0.0119
Epoch  57 Batch  669/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9624, Loss: 0.0090
Epoch  57 Batch  670/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0109
Epoch  57 Batch  671/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9560, Loss: 0.0172
Epoch  57 Batch  672/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9567, Loss: 0.0135
Epoch  57 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  57 Batch  674/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9570, Loss: 0.0141
Epoch  57 Batch  675/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9570, Loss: 0.0193
Epoch  57 Batch  676/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9620, Loss: 0.0153
Epoch  57 Batch  677/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9620, Loss: 0.0111
Epoch  57 Batch  678/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9577, Loss: 0.0076
Epoch  57 Batch  679/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9574, Loss: 0.0098
Epoch  57 Batch  680/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  57 Batch  681/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  57 Batch  682/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0137
Epoch  57 Batch  683/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9638, Loss: 0.0111
Epoch  57 Batch  684/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9585, Loss: 0.0151
Epoch  57 Batch  685/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9581, Loss: 0.0215
Epoch  57 Batch  686/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9581, Loss: 0.0127
Epoch  57 Batch  687/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9581, Loss: 0.0129
Epoch  57 Batch  688/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9581, Loss: 0.0112
Epoch  57 Batch  689/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9577, Loss: 0.0078
Epoch  57 Batch  690/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9577, Loss: 0.0171
Epoch  57 Batch  691/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9577, Loss: 0.0175
Epoch  57 Batch  692/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9556, Loss: 0.0169
Epoch  57 Batch  693/1077 - Train Accuracy: 0.9548, Validation Accuracy: 0.9702, Loss: 0.0229
Epoch  57 Batch  694/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9652, Loss: 0.0100
Epoch  57 Batch  695/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9652, Loss: 0.0140
Epoch  57 Batch  696/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  57 Batch  697/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9705, Loss: 0.0143
Epoch  57 Batch  698/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0121
Epoch  57 Batch  699/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9698, Loss: 0.0095
Epoch  57 Batch  700/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  57 Batch  701/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9631, Loss: 0.0135
Epoch  57 Batch  702/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9624, Loss: 0.0227
Epoch  57 Batch  703/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9627, Loss: 0.0127
Epoch  57 Batch  704/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9627, Loss: 0.0221
Epoch  57 Batch  705/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  57 Batch  706/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9634, Loss: 0.0327
Epoch  57 Batch  707/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0160
Epoch  57 Batch  708/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0123
Epoch  57 Batch  709/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  57 Batch  710/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0092
Epoch  57 Batch  711/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9513, Loss: 0.0185
Epoch  57 Batch  712/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9513, Loss: 0.0169
Epoch  57 Batch  713/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9513, Loss: 0.0142
Epoch  57 Batch  714/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9524, Loss: 0.0138
Epoch  57 Batch  715/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9528, Loss: 0.0149
Epoch  57 Batch  716/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9489, Loss: 0.0127
Epoch  57 Batch  717/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9482, Loss: 0.0097
Epoch  57 Batch  718/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9524, Loss: 0.0201
Epoch  57 Batch  719/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9570, Loss: 0.0171
Epoch  57 Batch  720/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9570, Loss: 0.0130
Epoch  57 Batch  721/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9517, Loss: 0.0117
Epoch  57 Batch  722/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9517, Loss: 0.0150
Epoch  57 Batch  723/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9556, Loss: 0.0171
Epoch  57 Batch  724/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9606, Loss: 0.0181
Epoch  57 Batch  725/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9609, Loss: 0.0138
Epoch  57 Batch  726/1077 - Train Accuracy: 1.0000, Validation Accuracy: 0.9609, Loss: 0.0092
Epoch  57 Batch  727/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9680, Loss: 0.0122
Epoch  57 Batch  728/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9680, Loss: 0.0182
Epoch  57 Batch  729/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  57 Batch  730/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9648, Loss: 0.0212
Epoch  57 Batch  731/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9648, Loss: 0.0131
Epoch  57 Batch  732/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9613, Loss: 0.0165
Epoch  57 Batch  733/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9609, Loss: 0.0177
Epoch  57 Batch  734/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9613, Loss: 0.0139
Epoch  57 Batch  735/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9567, Loss: 0.0116
Epoch  57 Batch  736/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0142
Epoch  57 Batch  737/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9521, Loss: 0.0200
Epoch  57 Batch  738/1077 - Train Accuracy: 0.9899, Validation Accuracy: 0.9588, Loss: 0.0101
Epoch  57 Batch  739/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9627, Loss: 0.0124
Epoch  57 Batch  740/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9616, Loss: 0.0122
Epoch  57 Batch  741/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9616, Loss: 0.0207
Epoch  57 Batch  742/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0164
Epoch  57 Batch  743/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0135
Epoch  57 Batch  744/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9666, Loss: 0.0188
Epoch  57 Batch  745/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9677, Loss: 0.0165
Epoch  57 Batch  746/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0115
Epoch  57 Batch  747/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9652, Loss: 0.0121
Epoch  57 Batch  748/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0107
Epoch  57 Batch  749/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9656, Loss: 0.0103
Epoch  57 Batch  750/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9645, Loss: 0.0136
Epoch  57 Batch  751/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9592, Loss: 0.0155
Epoch  57 Batch  752/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9592, Loss: 0.0129
Epoch  57 Batch  753/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9592, Loss: 0.0146
Epoch  57 Batch  754/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9599, Loss: 0.0167
Epoch  57 Batch  755/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9624, Loss: 0.0183
Epoch  57 Batch  756/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0130
Epoch  57 Batch  757/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  57 Batch  758/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9528, Loss: 0.0143
Epoch  57 Batch  759/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9577, Loss: 0.0200
Epoch  57 Batch  760/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9577, Loss: 0.0150
Epoch  57 Batch  761/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0136
Epoch  57 Batch  762/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9624, Loss: 0.0150
Epoch  57 Batch  763/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9627, Loss: 0.0165
Epoch  57 Batch  764/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9670, Loss: 0.0131
Epoch  57 Batch  765/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9620, Loss: 0.0195
Epoch  57 Batch  766/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0148
Epoch  57 Batch  767/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9734, Loss: 0.0177
Epoch  57 Batch  768/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9602, Loss: 0.0140
Epoch  57 Batch  769/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9503, Loss: 0.0171
Epoch  57 Batch  770/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9453, Loss: 0.0157
Epoch  57 Batch  771/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9503, Loss: 0.0125
Epoch  57 Batch  772/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9492, Loss: 0.0127
Epoch  57 Batch  773/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9471, Loss: 0.0112
Epoch  57 Batch  774/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9521, Loss: 0.0143
Epoch  57 Batch  775/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9521, Loss: 0.0143
Epoch  57 Batch  776/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9577, Loss: 0.0152
Epoch  57 Batch  777/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0125
Epoch  57 Batch  778/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0163
Epoch  57 Batch  779/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0126
Epoch  57 Batch  780/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9652, Loss: 0.0206
Epoch  57 Batch  781/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9673, Loss: 0.0111
Epoch  57 Batch  782/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9627, Loss: 0.0150
Epoch  57 Batch  783/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0192
Epoch  57 Batch  784/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9585, Loss: 0.0112
Epoch  57 Batch  785/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9588, Loss: 0.0119
Epoch  57 Batch  786/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9684, Loss: 0.0110
Epoch  57 Batch  787/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9684, Loss: 0.0159
Epoch  57 Batch  788/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9684, Loss: 0.0185
Epoch  57 Batch  789/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9616, Loss: 0.0118
Epoch  57 Batch  790/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9666, Loss: 0.0205
Epoch  57 Batch  791/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0152
Epoch  57 Batch  792/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9656, Loss: 0.0167
Epoch  57 Batch  793/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  57 Batch  794/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9624, Loss: 0.0109
Epoch  57 Batch  795/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9624, Loss: 0.0159
Epoch  57 Batch  796/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9624, Loss: 0.0149
Epoch  57 Batch  797/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9673, Loss: 0.0150
Epoch  57 Batch  798/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9673, Loss: 0.0116
Epoch  57 Batch  799/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9673, Loss: 0.0204
Epoch  57 Batch  800/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9673, Loss: 0.0117
Epoch  57 Batch  801/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9698, Loss: 0.0161
Epoch  57 Batch  802/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9773, Loss: 0.0210
Epoch  57 Batch  803/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9773, Loss: 0.0106
Epoch  57 Batch  804/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9709, Loss: 0.0088
Epoch  57 Batch  805/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9666, Loss: 0.0156
Epoch  57 Batch  806/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9620, Loss: 0.0101
Epoch  57 Batch  807/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9624, Loss: 0.0098
Epoch  57 Batch  808/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0221
Epoch  57 Batch  809/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9531, Loss: 0.0299
Epoch  57 Batch  810/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0127
Epoch  57 Batch  811/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0105
Epoch  57 Batch  812/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9602, Loss: 0.0124
Epoch  57 Batch  813/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9602, Loss: 0.0152
Epoch  57 Batch  814/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  57 Batch  815/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9606, Loss: 0.0165
Epoch  57 Batch  816/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0112
Epoch  57 Batch  817/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9705, Loss: 0.0138
Epoch  57 Batch  818/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9751, Loss: 0.0205
Epoch  57 Batch  819/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9755, Loss: 0.0158
Epoch  57 Batch  820/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9755, Loss: 0.0114
Epoch  57 Batch  821/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9751, Loss: 0.0193
Epoch  57 Batch  822/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9751, Loss: 0.0093
Epoch  57 Batch  823/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9769, Loss: 0.0146
Epoch  57 Batch  824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9769, Loss: 0.0143
Epoch  57 Batch  825/1077 - Train Accuracy: 0.9996, Validation Accuracy: 0.9769, Loss: 0.0072
Epoch  57 Batch  826/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9666, Loss: 0.0153
Epoch  57 Batch  827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9666, Loss: 0.0138
Epoch  57 Batch  828/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9641, Loss: 0.0106
Epoch  57 Batch  829/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9599, Loss: 0.0215
Epoch  57 Batch  830/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9648, Loss: 0.0231
Epoch  57 Batch  831/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0155
Epoch  57 Batch  832/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9652, Loss: 0.0107
Epoch  57 Batch  833/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9648, Loss: 0.0156
Epoch  57 Batch  834/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9595, Loss: 0.0164
Epoch  57 Batch  835/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9595, Loss: 0.0117
Epoch  57 Batch  836/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9688, Loss: 0.0119
Epoch  57 Batch  837/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9673, Loss: 0.0179
Epoch  57 Batch  838/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0161
Epoch  57 Batch  839/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9712, Loss: 0.0101
Epoch  57 Batch  840/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9716, Loss: 0.0165
Epoch  57 Batch  841/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0259
Epoch  57 Batch  842/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9592, Loss: 0.0138
Epoch  57 Batch  843/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9542, Loss: 0.0099
Epoch  57 Batch  844/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0129
Epoch  57 Batch  845/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9716, Loss: 0.0119
Epoch  57 Batch  846/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9780, Loss: 0.0218
Epoch  57 Batch  847/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9826, Loss: 0.0173
Epoch  57 Batch  848/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9826, Loss: 0.0173
Epoch  57 Batch  849/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9826, Loss: 0.0076
Epoch  57 Batch  850/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9826, Loss: 0.0207
Epoch  57 Batch  851/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9801, Loss: 0.0221
Epoch  57 Batch  852/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9798, Loss: 0.0205
Epoch  57 Batch  853/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9776, Loss: 0.0134
Epoch  57 Batch  854/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9776, Loss: 0.0172
Epoch  57 Batch  855/1077 - Train Accuracy: 0.9563, Validation Accuracy: 0.9773, Loss: 0.0151
Epoch  57 Batch  856/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9798, Loss: 0.0166
Epoch  57 Batch  857/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9751, Loss: 0.0128
Epoch  57 Batch  858/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9748, Loss: 0.0089
Epoch  57 Batch  859/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9748, Loss: 0.0145
Epoch  57 Batch  860/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9748, Loss: 0.0150
Epoch  57 Batch  861/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9709, Loss: 0.0126
Epoch  57 Batch  862/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9684, Loss: 0.0171
Epoch  57 Batch  863/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  57 Batch  864/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9602, Loss: 0.0157
Epoch  57 Batch  865/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9602, Loss: 0.0167
Epoch  57 Batch  866/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9538, Loss: 0.0176
Epoch  57 Batch  867/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9634, Loss: 0.0460
Epoch  57 Batch  868/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  57 Batch  869/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0118
Epoch  57 Batch  870/1077 - Train Accuracy: 0.9671, Validation Accuracy: 0.9641, Loss: 0.0134
Epoch  57 Batch  871/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9641, Loss: 0.0137
Epoch  57 Batch  872/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  57 Batch  873/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9631, Loss: 0.0164
Epoch  57 Batch  874/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9631, Loss: 0.0177
Epoch  57 Batch  875/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9673, Loss: 0.0170
Epoch  57 Batch  876/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0144
Epoch  57 Batch  877/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0111
Epoch  57 Batch  878/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0091
Epoch  57 Batch  879/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9705, Loss: 0.0082
Epoch  57 Batch  880/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9705, Loss: 0.0153
Epoch  57 Batch  881/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9656, Loss: 0.0141
Epoch  57 Batch  882/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0159
Epoch  57 Batch  883/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9656, Loss: 0.0205
Epoch  57 Batch  884/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  57 Batch  885/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0098
Epoch  57 Batch  886/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9705, Loss: 0.0179
Epoch  57 Batch  887/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  57 Batch  888/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9659, Loss: 0.0157
Epoch  57 Batch  889/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0169
Epoch  57 Batch  890/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9609, Loss: 0.0157
Epoch  57 Batch  891/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9609, Loss: 0.0114
Epoch  57 Batch  892/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0156
Epoch  57 Batch  893/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0112
Epoch  57 Batch  894/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9656, Loss: 0.0133
Epoch  57 Batch  895/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9556, Loss: 0.0130
Epoch  57 Batch  896/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9556, Loss: 0.0142
Epoch  57 Batch  897/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9560, Loss: 0.0092
Epoch  57 Batch  898/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9673, Loss: 0.0181
Epoch  57 Batch  899/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0201
Epoch  57 Batch  900/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9673, Loss: 0.0160
Epoch  57 Batch  901/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9673, Loss: 0.0256
Epoch  57 Batch  902/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0188
Epoch  57 Batch  903/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9673, Loss: 0.0155
Epoch  57 Batch  904/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9723, Loss: 0.0148
Epoch  57 Batch  905/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0112
Epoch  57 Batch  906/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9723, Loss: 0.0152
Epoch  57 Batch  907/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9723, Loss: 0.0146
Epoch  57 Batch  908/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9723, Loss: 0.0139
Epoch  57 Batch  909/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9723, Loss: 0.0186
Epoch  57 Batch  910/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9773, Loss: 0.0156
Epoch  57 Batch  911/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9769, Loss: 0.0208
Epoch  57 Batch  912/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0131
Epoch  57 Batch  913/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9741, Loss: 0.0199
Epoch  57 Batch  914/1077 - Train Accuracy: 0.9678, Validation Accuracy: 0.9744, Loss: 0.0445
Epoch  57 Batch  915/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9744, Loss: 0.0102
Epoch  57 Batch  916/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0140
Epoch  57 Batch  917/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9773, Loss: 0.0172
Epoch  57 Batch  918/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9727, Loss: 0.0126
Epoch  57 Batch  919/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9677, Loss: 0.0113
Epoch  57 Batch  920/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9677, Loss: 0.0091
Epoch  57 Batch  921/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0169
Epoch  57 Batch  922/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9673, Loss: 0.0169
Epoch  57 Batch  923/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9673, Loss: 0.0097
Epoch  57 Batch  924/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9677, Loss: 0.0200
Epoch  57 Batch  925/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9677, Loss: 0.0110
Epoch  57 Batch  926/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0154
Epoch  57 Batch  927/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9677, Loss: 0.0205
Epoch  57 Batch  928/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0156
Epoch  57 Batch  929/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0107
Epoch  57 Batch  930/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9677, Loss: 0.0131
Epoch  57 Batch  931/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9652, Loss: 0.0124
Epoch  57 Batch  932/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9652, Loss: 0.0131
Epoch  57 Batch  933/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9656, Loss: 0.0157
Epoch  57 Batch  934/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9656, Loss: 0.0102
Epoch  57 Batch  935/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9677, Loss: 0.0102
Epoch  57 Batch  936/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9677, Loss: 0.0190
Epoch  57 Batch  937/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9677, Loss: 0.0190
Epoch  57 Batch  938/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9677, Loss: 0.0176
Epoch  57 Batch  939/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9624, Loss: 0.0179
Epoch  57 Batch  940/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0159
Epoch  57 Batch  941/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0137
Epoch  57 Batch  942/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9577, Loss: 0.0197
Epoch  57 Batch  943/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9577, Loss: 0.0092
Epoch  57 Batch  944/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9631, Loss: 0.0129
Epoch  57 Batch  945/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9631, Loss: 0.0094
Epoch  57 Batch  946/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9652, Loss: 0.0108
Epoch  57 Batch  947/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9698, Loss: 0.0139
Epoch  57 Batch  948/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9634, Loss: 0.0124
Epoch  57 Batch  949/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0134
Epoch  57 Batch  950/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9592, Loss: 0.0118
Epoch  57 Batch  951/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0146
Epoch  57 Batch  952/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9638, Loss: 0.0071
Epoch  57 Batch  953/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9613, Loss: 0.0119
Epoch  57 Batch  954/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0228
Epoch  57 Batch  955/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9656, Loss: 0.0148
Epoch  57 Batch  956/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9684, Loss: 0.0203
Epoch  57 Batch  957/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9641, Loss: 0.0105
Epoch  57 Batch  958/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0140
Epoch  57 Batch  959/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9592, Loss: 0.0168
Epoch  57 Batch  960/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9588, Loss: 0.0141
Epoch  57 Batch  961/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0112
Epoch  57 Batch  962/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9638, Loss: 0.0187
Epoch  57 Batch  963/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9663, Loss: 0.0180
Epoch  57 Batch  964/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9659, Loss: 0.0118
Epoch  57 Batch  965/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9616, Loss: 0.0276
Epoch  57 Batch  966/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9634, Loss: 0.0152
Epoch  57 Batch  967/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9684, Loss: 0.0161
Epoch  57 Batch  968/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9684, Loss: 0.0194
Epoch  57 Batch  969/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9634, Loss: 0.0222
Epoch  57 Batch  970/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9680, Loss: 0.0120
Epoch  57 Batch  971/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9723, Loss: 0.0198
Epoch  57 Batch  972/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9723, Loss: 0.0137
Epoch  57 Batch  973/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9723, Loss: 0.0096
Epoch  57 Batch  974/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9677, Loss: 0.0103
Epoch  57 Batch  975/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9680, Loss: 0.0154
Epoch  57 Batch  976/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9680, Loss: 0.0129
Epoch  57 Batch  977/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9684, Loss: 0.0096
Epoch  57 Batch  978/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9709, Loss: 0.0190
Epoch  57 Batch  979/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9709, Loss: 0.0140
Epoch  57 Batch  980/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9659, Loss: 0.0132
Epoch  57 Batch  981/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9659, Loss: 0.0223
Epoch  57 Batch  982/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  57 Batch  983/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9663, Loss: 0.0144
Epoch  57 Batch  984/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9656, Loss: 0.0155
Epoch  57 Batch  985/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9656, Loss: 0.0110
Epoch  57 Batch  986/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9606, Loss: 0.0133
Epoch  57 Batch  987/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9609, Loss: 0.0101
Epoch  57 Batch  988/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9599, Loss: 0.0166
Epoch  57 Batch  989/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0148
Epoch  57 Batch  990/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9592, Loss: 0.0147
Epoch  57 Batch  991/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9588, Loss: 0.0117
Epoch  57 Batch  992/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9588, Loss: 0.0169
Epoch  57 Batch  993/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9542, Loss: 0.0168
Epoch  57 Batch  994/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9478, Loss: 0.0107
Epoch  57 Batch  995/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0108
Epoch  57 Batch  996/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9460, Loss: 0.0173
Epoch  57 Batch  997/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9464, Loss: 0.0159
Epoch  57 Batch  998/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9464, Loss: 0.0146
Epoch  57 Batch  999/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9411, Loss: 0.0182
Epoch  57 Batch 1000/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9524, Loss: 0.0134
Epoch  57 Batch 1001/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9524, Loss: 0.0126
Epoch  57 Batch 1002/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9425, Loss: 0.0100
Epoch  57 Batch 1003/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9499, Loss: 0.0181
Epoch  57 Batch 1004/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9506, Loss: 0.0153
Epoch  57 Batch 1005/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9506, Loss: 0.0163
Epoch  57 Batch 1006/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9506, Loss: 0.0129
Epoch  57 Batch 1007/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9510, Loss: 0.0096
Epoch  57 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9503, Loss: 0.0178
Epoch  57 Batch 1009/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9503, Loss: 0.0097
Epoch  57 Batch 1010/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9503, Loss: 0.0101
Epoch  57 Batch 1011/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0156
Epoch  57 Batch 1012/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0106
Epoch  57 Batch 1013/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9599, Loss: 0.0108
Epoch  57 Batch 1014/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9602, Loss: 0.0123
Epoch  57 Batch 1015/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9652, Loss: 0.0163
Epoch  57 Batch 1016/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9648, Loss: 0.0143
Epoch  57 Batch 1017/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9648, Loss: 0.0119
Epoch  57 Batch 1018/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9645, Loss: 0.0170
Epoch  57 Batch 1019/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9645, Loss: 0.0201
Epoch  57 Batch 1020/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9645, Loss: 0.0114
Epoch  57 Batch 1021/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9595, Loss: 0.0099
Epoch  57 Batch 1022/1077 - Train Accuracy: 0.9970, Validation Accuracy: 0.9577, Loss: 0.0103
Epoch  57 Batch 1023/1077 - Train Accuracy: 0.9808, Validation Accuracy: 0.9577, Loss: 0.0175
Epoch  57 Batch 1024/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9624, Loss: 0.0181
Epoch  57 Batch 1025/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  57 Batch 1026/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  57 Batch 1027/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  57 Batch 1028/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9631, Loss: 0.0143
Epoch  57 Batch 1029/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  57 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9677, Loss: 0.0118
Epoch  57 Batch 1031/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9634, Loss: 0.0171
Epoch  57 Batch 1032/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9638, Loss: 0.0201
Epoch  57 Batch 1033/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9570, Loss: 0.0169
Epoch  57 Batch 1034/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9613, Loss: 0.0136
Epoch  57 Batch 1035/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9663, Loss: 0.0134
Epoch  57 Batch 1036/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9624, Loss: 0.0170
Epoch  57 Batch 1037/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9620, Loss: 0.0143
Epoch  57 Batch 1038/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9645, Loss: 0.0190
Epoch  57 Batch 1039/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9645, Loss: 0.0138
Epoch  57 Batch 1040/1077 - Train Accuracy: 0.9712, Validation Accuracy: 0.9652, Loss: 0.0141
Epoch  57 Batch 1041/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9652, Loss: 0.0278
Epoch  57 Batch 1042/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9695, Loss: 0.0097
Epoch  57 Batch 1043/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9723, Loss: 0.0215
Epoch  57 Batch 1044/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9727, Loss: 0.0154
Epoch  57 Batch 1045/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9727, Loss: 0.0143
Epoch  57 Batch 1046/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0082
Epoch  57 Batch 1047/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0130
Epoch  57 Batch 1048/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9727, Loss: 0.0211
Epoch  57 Batch 1049/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9727, Loss: 0.0140
Epoch  57 Batch 1050/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9684, Loss: 0.0085
Epoch  57 Batch 1051/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9634, Loss: 0.0213
Epoch  57 Batch 1052/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9716, Loss: 0.0137
Epoch  57 Batch 1053/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9727, Loss: 0.0208
Epoch  57 Batch 1054/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9727, Loss: 0.0131
Epoch  57 Batch 1055/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0179
Epoch  57 Batch 1056/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0086
Epoch  57 Batch 1057/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9680, Loss: 0.0156
Epoch  57 Batch 1058/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0152
Epoch  57 Batch 1059/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9680, Loss: 0.0169
Epoch  57 Batch 1060/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9680, Loss: 0.0102
Epoch  57 Batch 1061/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9691, Loss: 0.0181
Epoch  57 Batch 1062/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9638, Loss: 0.0140
Epoch  57 Batch 1063/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9638, Loss: 0.0167
Epoch  57 Batch 1064/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0141
Epoch  57 Batch 1065/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9741, Loss: 0.0158
Epoch  57 Batch 1066/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9695, Loss: 0.0120
Epoch  57 Batch 1067/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9677, Loss: 0.0119
Epoch  57 Batch 1068/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9631, Loss: 0.0105
Epoch  57 Batch 1069/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9680, Loss: 0.0078
Epoch  57 Batch 1070/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9631, Loss: 0.0133
Epoch  57 Batch 1071/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  57 Batch 1072/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9677, Loss: 0.0134
Epoch  57 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9673, Loss: 0.0180
Epoch  57 Batch 1074/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9673, Loss: 0.0172
Epoch  57 Batch 1075/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9727, Loss: 0.0177
Epoch  58 Batch    1/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9677, Loss: 0.0101
Epoch  58 Batch    2/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0154
Epoch  58 Batch    3/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9634, Loss: 0.0202
Epoch  58 Batch    4/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0128
Epoch  58 Batch    5/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9588, Loss: 0.0221
Epoch  58 Batch    6/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0107
Epoch  58 Batch    7/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9588, Loss: 0.0126
Epoch  58 Batch    8/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9585, Loss: 0.0158
Epoch  58 Batch    9/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9680, Loss: 0.0121
Epoch  58 Batch   10/1077 - Train Accuracy: 0.9511, Validation Accuracy: 0.9680, Loss: 0.0168
Epoch  58 Batch   11/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9680, Loss: 0.0228
Epoch  58 Batch   12/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0086
Epoch  58 Batch   13/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9705, Loss: 0.0191
Epoch  58 Batch   14/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9709, Loss: 0.0129
Epoch  58 Batch   15/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0123
Epoch  58 Batch   16/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9613, Loss: 0.0154
Epoch  58 Batch   17/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  58 Batch   18/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9616, Loss: 0.0111
Epoch  58 Batch   19/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9613, Loss: 0.0140
Epoch  58 Batch   20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9656, Loss: 0.0120
Epoch  58 Batch   21/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0156
Epoch  58 Batch   22/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0136
Epoch  58 Batch   23/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9634, Loss: 0.0114
Epoch  58 Batch   24/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9634, Loss: 0.0205
Epoch  58 Batch   25/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0086
Epoch  58 Batch   26/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9613, Loss: 0.0226
Epoch  58 Batch   27/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9659, Loss: 0.0101
Epoch  58 Batch   28/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0137
Epoch  58 Batch   29/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9666, Loss: 0.0189
Epoch  58 Batch   30/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9666, Loss: 0.0111
Epoch  58 Batch   31/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9670, Loss: 0.0125
Epoch  58 Batch   32/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9719, Loss: 0.0150
Epoch  58 Batch   33/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9716, Loss: 0.0090
Epoch  58 Batch   34/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9716, Loss: 0.0174
Epoch  58 Batch   35/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9684, Loss: 0.0192
Epoch  58 Batch   36/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9698, Loss: 0.0134
Epoch  58 Batch   37/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9698, Loss: 0.0175
Epoch  58 Batch   38/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9716, Loss: 0.0211
Epoch  58 Batch   39/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9716, Loss: 0.0167
Epoch  58 Batch   40/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9691, Loss: 0.0110
Epoch  58 Batch   41/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9691, Loss: 0.0109
Epoch  58 Batch   42/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9691, Loss: 0.0185
Epoch  58 Batch   43/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9744, Loss: 0.0067
Epoch  58 Batch   44/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9684, Loss: 0.0128
Epoch  58 Batch   45/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0155
Epoch  58 Batch   46/1077 - Train Accuracy: 0.9498, Validation Accuracy: 0.9684, Loss: 0.0156
Epoch  58 Batch   47/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9688, Loss: 0.0149
Epoch  58 Batch   48/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9716, Loss: 0.0172
Epoch  58 Batch   49/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9695, Loss: 0.0199
Epoch  58 Batch   50/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9648, Loss: 0.0147
Epoch  58 Batch   51/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9599, Loss: 0.0135
Epoch  58 Batch   52/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9599, Loss: 0.0172
Epoch  58 Batch   53/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9595, Loss: 0.0148
Epoch  58 Batch   54/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9595, Loss: 0.0274
Epoch  58 Batch   55/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9599, Loss: 0.0112
Epoch  58 Batch   56/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9592, Loss: 0.0094
Epoch  58 Batch   57/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9645, Loss: 0.0188
Epoch  58 Batch   58/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0143
Epoch  58 Batch   59/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9506, Loss: 0.0178
Epoch  58 Batch   60/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9531, Loss: 0.0086
Epoch  58 Batch   61/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9482, Loss: 0.0122
Epoch  58 Batch   62/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9499, Loss: 0.0193
Epoch  58 Batch   63/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9545, Loss: 0.0141
Epoch  58 Batch   64/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9595, Loss: 0.0129
Epoch  58 Batch   65/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9599, Loss: 0.0099
Epoch  58 Batch   66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9599, Loss: 0.0073
Epoch  58 Batch   67/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9670, Loss: 0.0147
Epoch  58 Batch   68/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9620, Loss: 0.0180
Epoch  58 Batch   69/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9616, Loss: 0.0195
Epoch  58 Batch   70/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9620, Loss: 0.0196
Epoch  58 Batch   71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9620, Loss: 0.0098
Epoch  58 Batch   72/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9666, Loss: 0.0157
Epoch  58 Batch   73/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9666, Loss: 0.0124
Epoch  58 Batch   74/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9666, Loss: 0.0176
Epoch  58 Batch   75/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9616, Loss: 0.0229
Epoch  58 Batch   76/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9666, Loss: 0.0106
Epoch  58 Batch   77/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9666, Loss: 0.0158
Epoch  58 Batch   78/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9730, Loss: 0.0166
Epoch  58 Batch   79/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0112
Epoch  58 Batch   80/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9755, Loss: 0.0126
Epoch  58 Batch   81/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9751, Loss: 0.0103
Epoch  58 Batch   82/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9751, Loss: 0.0124
Epoch  58 Batch   83/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0115
Epoch  58 Batch   84/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9751, Loss: 0.0170
Epoch  58 Batch   85/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9751, Loss: 0.0125
Epoch  58 Batch   86/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9730, Loss: 0.0177
Epoch  58 Batch   87/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9688, Loss: 0.0182
Epoch  58 Batch   88/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9634, Loss: 0.0163
Epoch  58 Batch   89/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9634, Loss: 0.0143
Epoch  58 Batch   90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9634, Loss: 0.0128
Epoch  58 Batch   91/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9634, Loss: 0.0203
Epoch  58 Batch   92/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0175
Epoch  58 Batch   93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9638, Loss: 0.0126
Epoch  58 Batch   94/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9641, Loss: 0.0147
Epoch  58 Batch   95/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9577, Loss: 0.0118
Epoch  58 Batch   96/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0167
Epoch  58 Batch   97/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0191
Epoch  58 Batch   98/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9695, Loss: 0.0202
Epoch  58 Batch   99/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9691, Loss: 0.0132
Epoch  58 Batch  100/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9663, Loss: 0.0119
Epoch  58 Batch  101/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  58 Batch  102/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9659, Loss: 0.0093
Epoch  58 Batch  103/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0243
Epoch  58 Batch  104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9663, Loss: 0.0166
Epoch  58 Batch  105/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  58 Batch  106/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9567, Loss: 0.0176
Epoch  58 Batch  107/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9570, Loss: 0.0176
Epoch  58 Batch  108/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9645, Loss: 0.0197
Epoch  58 Batch  109/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9641, Loss: 0.0127
Epoch  58 Batch  110/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0116
Epoch  58 Batch  111/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9638, Loss: 0.0139
Epoch  58 Batch  112/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9656, Loss: 0.0128
Epoch  58 Batch  113/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9698, Loss: 0.0251
Epoch  58 Batch  114/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9698, Loss: 0.0172
Epoch  58 Batch  115/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9698, Loss: 0.0175
Epoch  58 Batch  116/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9702, Loss: 0.0169
Epoch  58 Batch  117/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9705, Loss: 0.0122
Epoch  58 Batch  118/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9748, Loss: 0.0136
Epoch  58 Batch  119/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9719, Loss: 0.0084
Epoch  58 Batch  120/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9723, Loss: 0.0143
Epoch  58 Batch  121/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9773, Loss: 0.0197
Epoch  58 Batch  122/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9822, Loss: 0.0165
Epoch  58 Batch  123/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9822, Loss: 0.0104
Epoch  58 Batch  124/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9773, Loss: 0.0189
Epoch  58 Batch  125/1077 - Train Accuracy: 0.9728, Validation Accuracy: 0.9773, Loss: 0.0213
Epoch  58 Batch  126/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9663, Loss: 0.0135
Epoch  58 Batch  127/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9663, Loss: 0.0120
Epoch  58 Batch  128/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9659, Loss: 0.0152
Epoch  58 Batch  129/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9659, Loss: 0.0168
Epoch  58 Batch  130/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9588, Loss: 0.0113
Epoch  58 Batch  131/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9538, Loss: 0.0105
Epoch  58 Batch  132/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9482, Loss: 0.0129
Epoch  58 Batch  133/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9506, Loss: 0.0091
Epoch  58 Batch  134/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9453, Loss: 0.0108
Epoch  58 Batch  135/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9510, Loss: 0.0143
Epoch  58 Batch  136/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9535, Loss: 0.0115
Epoch  58 Batch  137/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9588, Loss: 0.0132
Epoch  58 Batch  138/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9702, Loss: 0.0150
Epoch  58 Batch  139/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9624, Loss: 0.0134
Epoch  58 Batch  140/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9673, Loss: 0.0151
Epoch  58 Batch  141/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9624, Loss: 0.0131
Epoch  58 Batch  142/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9659, Loss: 0.0173
Epoch  58 Batch  143/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9659, Loss: 0.0121
Epoch  58 Batch  144/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9648, Loss: 0.0201
Epoch  58 Batch  145/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9648, Loss: 0.0139
Epoch  58 Batch  146/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9673, Loss: 0.0515
Epoch  58 Batch  147/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9677, Loss: 0.0117
Epoch  58 Batch  148/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9677, Loss: 0.0187
Epoch  58 Batch  149/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9677, Loss: 0.0111
Epoch  58 Batch  150/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0127
Epoch  58 Batch  151/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9716, Loss: 0.0110
Epoch  58 Batch  152/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9716, Loss: 0.0185
Epoch  58 Batch  153/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0262
Epoch  58 Batch  154/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9670, Loss: 0.0121
Epoch  58 Batch  155/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9606, Loss: 0.0125
Epoch  58 Batch  156/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0120
Epoch  58 Batch  157/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9620, Loss: 0.0113
Epoch  58 Batch  158/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9574, Loss: 0.0137
Epoch  58 Batch  159/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9577, Loss: 0.0147
Epoch  58 Batch  160/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9577, Loss: 0.0135
Epoch  58 Batch  161/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9577, Loss: 0.0108
Epoch  58 Batch  162/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9453, Loss: 0.0114
Epoch  58 Batch  163/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9474, Loss: 0.0237
Epoch  58 Batch  164/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0125
Epoch  58 Batch  165/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9567, Loss: 0.0181
Epoch  58 Batch  166/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9567, Loss: 0.0166
Epoch  58 Batch  167/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9570, Loss: 0.0136
Epoch  58 Batch  168/1077 - Train Accuracy: 0.9502, Validation Accuracy: 0.9570, Loss: 0.0226
Epoch  58 Batch  169/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9567, Loss: 0.0156
Epoch  58 Batch  170/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9634, Loss: 0.0191
Epoch  58 Batch  171/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0116
Epoch  58 Batch  172/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9634, Loss: 0.0114
Epoch  58 Batch  173/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9680, Loss: 0.0135
Epoch  58 Batch  174/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9680, Loss: 0.0075
Epoch  58 Batch  175/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  58 Batch  176/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  58 Batch  177/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9634, Loss: 0.0118
Epoch  58 Batch  178/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  58 Batch  179/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9634, Loss: 0.0153
Epoch  58 Batch  180/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0106
Epoch  58 Batch  181/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0181
Epoch  58 Batch  182/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9698, Loss: 0.0183
Epoch  58 Batch  183/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9698, Loss: 0.0167
Epoch  58 Batch  184/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9698, Loss: 0.0149
Epoch  58 Batch  185/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9695, Loss: 0.0162
Epoch  58 Batch  186/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9695, Loss: 0.0143
Epoch  58 Batch  187/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9677, Loss: 0.0095
Epoch  58 Batch  188/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  58 Batch  189/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9567, Loss: 0.0111
Epoch  58 Batch  190/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9538, Loss: 0.0111
Epoch  58 Batch  191/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9585, Loss: 0.0097
Epoch  58 Batch  192/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0115
Epoch  58 Batch  193/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9585, Loss: 0.0111
Epoch  58 Batch  194/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9585, Loss: 0.0109
Epoch  58 Batch  195/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9588, Loss: 0.0154
Epoch  58 Batch  196/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9538, Loss: 0.0118
Epoch  58 Batch  197/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9567, Loss: 0.0164
Epoch  58 Batch  198/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9567, Loss: 0.0178
Epoch  58 Batch  199/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9574, Loss: 0.0123
Epoch  58 Batch  200/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9524, Loss: 0.0135
Epoch  58 Batch  201/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9524, Loss: 0.0144
Epoch  58 Batch  202/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9570, Loss: 0.0130
Epoch  58 Batch  203/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9620, Loss: 0.0153
Epoch  58 Batch  204/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9677, Loss: 0.0257
Epoch  58 Batch  205/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9677, Loss: 0.0261
Epoch  58 Batch  206/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0120
Epoch  58 Batch  207/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9755, Loss: 0.0129
Epoch  58 Batch  208/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9751, Loss: 0.0107
Epoch  58 Batch  209/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9751, Loss: 0.0106
Epoch  58 Batch  210/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9773, Loss: 0.0154
Epoch  58 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9776, Loss: 0.0102
Epoch  58 Batch  212/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9776, Loss: 0.0122
Epoch  58 Batch  213/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9776, Loss: 0.0127
Epoch  58 Batch  214/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9727, Loss: 0.0110
Epoch  58 Batch  215/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9730, Loss: 0.0182
Epoch  58 Batch  216/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9730, Loss: 0.0125
Epoch  58 Batch  217/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0093
Epoch  58 Batch  218/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9702, Loss: 0.0152
Epoch  58 Batch  219/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9702, Loss: 0.0109
Epoch  58 Batch  220/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9702, Loss: 0.0144
Epoch  58 Batch  221/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0133
Epoch  58 Batch  222/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9755, Loss: 0.0144
Epoch  58 Batch  223/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9751, Loss: 0.0129
Epoch  58 Batch  224/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9719, Loss: 0.0123
Epoch  58 Batch  225/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9719, Loss: 0.0178
Epoch  58 Batch  226/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9719, Loss: 0.0148
Epoch  58 Batch  227/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9751, Loss: 0.0160
Epoch  58 Batch  228/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9688, Loss: 0.0100
Epoch  58 Batch  229/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9688, Loss: 0.0140
Epoch  58 Batch  230/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9688, Loss: 0.0123
Epoch  58 Batch  231/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9684, Loss: 0.0145
Epoch  58 Batch  232/1077 - Train Accuracy: 0.9905, Validation Accuracy: 0.9634, Loss: 0.0114
Epoch  58 Batch  233/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0193
Epoch  58 Batch  234/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9581, Loss: 0.0113
Epoch  58 Batch  235/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9581, Loss: 0.0184
Epoch  58 Batch  236/1077 - Train Accuracy: 0.9973, Validation Accuracy: 0.9581, Loss: 0.0132
Epoch  58 Batch  237/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9606, Loss: 0.0103
Epoch  58 Batch  238/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9609, Loss: 0.0131
Epoch  58 Batch  239/1077 - Train Accuracy: 0.9985, Validation Accuracy: 0.9609, Loss: 0.0099
Epoch  58 Batch  240/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9609, Loss: 0.0106
Epoch  58 Batch  241/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0102
Epoch  58 Batch  242/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9609, Loss: 0.0110
Epoch  58 Batch  243/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  58 Batch  244/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9680, Loss: 0.0142
Epoch  58 Batch  245/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9659, Loss: 0.0110
Epoch  58 Batch  246/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9656, Loss: 0.0145
Epoch  58 Batch  247/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9656, Loss: 0.0142
Epoch  58 Batch  248/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9656, Loss: 0.0153
Epoch  58 Batch  249/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9624, Loss: 0.0117
Epoch  58 Batch  250/1077 - Train Accuracy: 0.9677, Validation Accuracy: 0.9624, Loss: 0.0133
Epoch  58 Batch  251/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9670, Loss: 0.0165
Epoch  58 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9673, Loss: 0.0155
Epoch  58 Batch  253/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9727, Loss: 0.0161
Epoch  58 Batch  254/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9730, Loss: 0.0177
Epoch  58 Batch  255/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9751, Loss: 0.0132
Epoch  58 Batch  256/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9719, Loss: 0.0291
Epoch  58 Batch  257/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9719, Loss: 0.0115
Epoch  58 Batch  258/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0099
Epoch  58 Batch  259/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9705, Loss: 0.0120
Epoch  58 Batch  260/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9663, Loss: 0.0133
Epoch  58 Batch  261/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9663, Loss: 0.0159
Epoch  58 Batch  262/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9663, Loss: 0.0151
Epoch  58 Batch  263/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9663, Loss: 0.0112
Epoch  58 Batch  264/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9663, Loss: 0.0115
Epoch  58 Batch  265/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9656, Loss: 0.0136
Epoch  58 Batch  266/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9734, Loss: 0.0153
Epoch  58 Batch  267/1077 - Train Accuracy: 0.9954, Validation Accuracy: 0.9730, Loss: 0.0107
Epoch  58 Batch  268/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9709, Loss: 0.0178
Epoch  58 Batch  269/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9709, Loss: 0.0144
Epoch  58 Batch  270/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9663, Loss: 0.0276
Epoch  58 Batch  271/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0138
Epoch  58 Batch  272/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9620, Loss: 0.0385
Epoch  58 Batch  273/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9616, Loss: 0.0121
Epoch  58 Batch  274/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9570, Loss: 0.0133
Epoch  58 Batch  275/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9570, Loss: 0.0106
Epoch  58 Batch  276/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9570, Loss: 0.0246
Epoch  58 Batch  277/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9592, Loss: 0.0136
Epoch  58 Batch  278/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9577, Loss: 0.0184
Epoch  58 Batch  279/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9570, Loss: 0.0152
Epoch  58 Batch  280/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0166
Epoch  58 Batch  281/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9567, Loss: 0.0147
Epoch  58 Batch  282/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9602, Loss: 0.0163
Epoch  58 Batch  283/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0126
Epoch  58 Batch  284/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9538, Loss: 0.0148
Epoch  58 Batch  285/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9585, Loss: 0.0163
Epoch  58 Batch  286/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9585, Loss: 0.0137
Epoch  58 Batch  287/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9609, Loss: 0.0208
Epoch  58 Batch  288/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9609, Loss: 0.0194
Epoch  58 Batch  289/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9609, Loss: 0.0096
Epoch  58 Batch  290/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0238
Epoch  58 Batch  291/1077 - Train Accuracy: 0.9587, Validation Accuracy: 0.9677, Loss: 0.0238
Epoch  58 Batch  292/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9677, Loss: 0.0134
Epoch  58 Batch  293/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9638, Loss: 0.0091
Epoch  58 Batch  294/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9691, Loss: 0.0134
Epoch  58 Batch  295/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9691, Loss: 0.0147
Epoch  58 Batch  296/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9691, Loss: 0.0151
Epoch  58 Batch  297/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9737, Loss: 0.0155
Epoch  58 Batch  298/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9737, Loss: 0.0195
Epoch  58 Batch  299/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9737, Loss: 0.0160
Epoch  58 Batch  300/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9737, Loss: 0.0106
Epoch  58 Batch  301/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9741, Loss: 0.0102
Epoch  58 Batch  302/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9737, Loss: 0.0136
Epoch  58 Batch  303/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9688, Loss: 0.0173
Epoch  58 Batch  304/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9645, Loss: 0.0164
Epoch  58 Batch  305/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9599, Loss: 0.0125
Epoch  58 Batch  306/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0246
Epoch  58 Batch  307/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9620, Loss: 0.0146
Epoch  58 Batch  308/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9663, Loss: 0.0140
Epoch  58 Batch  309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  58 Batch  310/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9659, Loss: 0.0129
Epoch  58 Batch  311/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9673, Loss: 0.0147
Epoch  58 Batch  312/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9684, Loss: 0.0173
Epoch  58 Batch  313/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9634, Loss: 0.0118
Epoch  58 Batch  314/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0217
Epoch  58 Batch  315/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  58 Batch  316/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9606, Loss: 0.0144
Epoch  58 Batch  317/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  58 Batch  318/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9648, Loss: 0.0086
Epoch  58 Batch  319/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9652, Loss: 0.0175
Epoch  58 Batch  320/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9652, Loss: 0.0209
Epoch  58 Batch  321/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9606, Loss: 0.0141
Epoch  58 Batch  322/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9634, Loss: 0.0099
Epoch  58 Batch  323/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0140
Epoch  58 Batch  324/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  58 Batch  325/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9727, Loss: 0.0159
Epoch  58 Batch  326/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9727, Loss: 0.0155
Epoch  58 Batch  327/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9723, Loss: 0.0181
Epoch  58 Batch  328/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0122
Epoch  58 Batch  329/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9723, Loss: 0.0132
Epoch  58 Batch  330/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9723, Loss: 0.0114
Epoch  58 Batch  331/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9677, Loss: 0.0126
Epoch  58 Batch  332/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9677, Loss: 0.0107
Epoch  58 Batch  333/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9677, Loss: 0.0132
Epoch  58 Batch  334/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9677, Loss: 0.0133
Epoch  58 Batch  335/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  58 Batch  336/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9677, Loss: 0.0506
Epoch  58 Batch  337/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9631, Loss: 0.0173
Epoch  58 Batch  338/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9634, Loss: 0.0268
Epoch  58 Batch  339/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0084
Epoch  58 Batch  340/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9638, Loss: 0.0153
Epoch  58 Batch  341/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0165
Epoch  58 Batch  342/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9634, Loss: 0.0089
Epoch  58 Batch  343/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9634, Loss: 0.0186
Epoch  58 Batch  344/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9585, Loss: 0.0187
Epoch  58 Batch  345/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9638, Loss: 0.0141
Epoch  58 Batch  346/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9620, Loss: 0.0214
Epoch  58 Batch  347/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9620, Loss: 0.0087
Epoch  58 Batch  348/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9620, Loss: 0.0108
Epoch  58 Batch  349/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  58 Batch  350/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9560, Loss: 0.0115
Epoch  58 Batch  351/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9567, Loss: 0.0130
Epoch  58 Batch  352/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9609, Loss: 0.0084
Epoch  58 Batch  353/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9553, Loss: 0.0168
Epoch  58 Batch  354/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9556, Loss: 0.0124
Epoch  58 Batch  355/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9563, Loss: 0.0139
Epoch  58 Batch  356/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0139
Epoch  58 Batch  357/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  58 Batch  358/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9556, Loss: 0.0155
Epoch  58 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9524, Loss: 0.0137
Epoch  58 Batch  360/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9613, Loss: 0.0106
Epoch  58 Batch  361/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9609, Loss: 0.0112
Epoch  58 Batch  362/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9609, Loss: 0.0150
Epoch  58 Batch  363/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9613, Loss: 0.0171
Epoch  58 Batch  364/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9510, Loss: 0.0196
Epoch  58 Batch  365/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9506, Loss: 0.0103
Epoch  58 Batch  366/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9556, Loss: 0.0109
Epoch  58 Batch  367/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9556, Loss: 0.0098
Epoch  58 Batch  368/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9659, Loss: 0.0144
Epoch  58 Batch  369/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  58 Batch  370/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9659, Loss: 0.0177
Epoch  58 Batch  371/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9656, Loss: 0.0089
Epoch  58 Batch  372/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0131
Epoch  58 Batch  373/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9606, Loss: 0.0111
Epoch  58 Batch  374/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0176
Epoch  58 Batch  375/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0107
Epoch  58 Batch  376/1077 - Train Accuracy: 0.9698, Validation Accuracy: 0.9641, Loss: 0.0192
Epoch  58 Batch  377/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9641, Loss: 0.0157
Epoch  58 Batch  378/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9616, Loss: 0.0120
Epoch  58 Batch  379/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9574, Loss: 0.0209
Epoch  58 Batch  380/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9574, Loss: 0.0105
Epoch  58 Batch  381/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9574, Loss: 0.0139
Epoch  58 Batch  382/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9521, Loss: 0.0183
Epoch  58 Batch  383/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9521, Loss: 0.0131
Epoch  58 Batch  384/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9492, Loss: 0.0124
Epoch  58 Batch  385/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9545, Loss: 0.0111
Epoch  58 Batch  386/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9545, Loss: 0.0127
Epoch  58 Batch  387/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9545, Loss: 0.0099
Epoch  58 Batch  388/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9542, Loss: 0.0221
Epoch  58 Batch  389/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9560, Loss: 0.0175
Epoch  58 Batch  390/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9560, Loss: 0.0240
Epoch  58 Batch  391/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9585, Loss: 0.0114
Epoch  58 Batch  392/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9489, Loss: 0.0223
Epoch  58 Batch  393/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9489, Loss: 0.0145
Epoch  58 Batch  394/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9535, Loss: 0.0133
Epoch  58 Batch  395/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9535, Loss: 0.0134
Epoch  58 Batch  396/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9485, Loss: 0.0200
Epoch  58 Batch  397/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9503, Loss: 0.0172
Epoch  58 Batch  398/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9535, Loss: 0.0133
Epoch  58 Batch  399/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9602, Loss: 0.0147
Epoch  58 Batch  400/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9602, Loss: 0.0136
Epoch  58 Batch  401/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9602, Loss: 0.0096
Epoch  58 Batch  402/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9663, Loss: 0.0139
Epoch  58 Batch  403/1077 - Train Accuracy: 0.9555, Validation Accuracy: 0.9620, Loss: 0.0253
Epoch  58 Batch  404/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9620, Loss: 0.0185
Epoch  58 Batch  405/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9616, Loss: 0.0189
Epoch  58 Batch  406/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9616, Loss: 0.0118
Epoch  58 Batch  407/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9616, Loss: 0.0145
Epoch  58 Batch  408/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9613, Loss: 0.0187
Epoch  58 Batch  409/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9609, Loss: 0.0191
Epoch  58 Batch  410/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9609, Loss: 0.0252
Epoch  58 Batch  411/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9659, Loss: 0.0140
Epoch  58 Batch  412/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9620, Loss: 0.0144
Epoch  58 Batch  413/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0107
Epoch  58 Batch  414/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9585, Loss: 0.0167
Epoch  58 Batch  415/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9620, Loss: 0.0179
Epoch  58 Batch  416/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0153
Epoch  58 Batch  417/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9670, Loss: 0.0276
Epoch  58 Batch  418/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9616, Loss: 0.0113
Epoch  58 Batch  419/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9616, Loss: 0.0133
Epoch  58 Batch  420/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9620, Loss: 0.0113
Epoch  58 Batch  421/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9574, Loss: 0.0256
Epoch  58 Batch  422/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9577, Loss: 0.0106
Epoch  58 Batch  423/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9577, Loss: 0.0218
Epoch  58 Batch  424/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9581, Loss: 0.0142
Epoch  58 Batch  425/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9606, Loss: 0.0090
Epoch  58 Batch  426/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9634, Loss: 0.0173
Epoch  58 Batch  427/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9680, Loss: 0.0141
Epoch  58 Batch  428/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9677, Loss: 0.0135
Epoch  58 Batch  429/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9585, Loss: 0.0110
Epoch  58 Batch  430/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9613, Loss: 0.0158
Epoch  58 Batch  431/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9616, Loss: 0.0128
Epoch  58 Batch  432/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0178
Epoch  58 Batch  433/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9577, Loss: 0.0182
Epoch  58 Batch  434/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9577, Loss: 0.0125
Epoch  58 Batch  435/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9577, Loss: 0.0180
Epoch  58 Batch  436/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9577, Loss: 0.0135
Epoch  58 Batch  437/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9553, Loss: 0.0134
Epoch  58 Batch  438/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0119
Epoch  58 Batch  439/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9553, Loss: 0.0169
Epoch  58 Batch  440/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9574, Loss: 0.0174
Epoch  58 Batch  441/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0149
Epoch  58 Batch  442/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9641, Loss: 0.0177
Epoch  58 Batch  443/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9638, Loss: 0.0116
Epoch  58 Batch  444/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9638, Loss: 0.0153
Epoch  58 Batch  445/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9638, Loss: 0.0146
Epoch  58 Batch  446/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9659, Loss: 0.0112
Epoch  58 Batch  447/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9574, Loss: 0.0114
Epoch  58 Batch  448/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9553, Loss: 0.0194
Epoch  58 Batch  449/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9553, Loss: 0.0194
Epoch  58 Batch  450/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9506, Loss: 0.0206
Epoch  58 Batch  451/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9506, Loss: 0.0105
Epoch  58 Batch  452/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9506, Loss: 0.0169
Epoch  58 Batch  453/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9503, Loss: 0.0190
Epoch  58 Batch  454/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9503, Loss: 0.0229
Epoch  58 Batch  455/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9503, Loss: 0.0180
Epoch  58 Batch  456/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9503, Loss: 0.0161
Epoch  58 Batch  457/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9517, Loss: 0.0117
Epoch  58 Batch  458/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0175
Epoch  58 Batch  459/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9563, Loss: 0.0145
Epoch  58 Batch  460/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9563, Loss: 0.0157
Epoch  58 Batch  461/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9563, Loss: 0.0136
Epoch  58 Batch  462/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0159
Epoch  58 Batch  463/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9634, Loss: 0.0148
Epoch  58 Batch  464/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9581, Loss: 0.0167
Epoch  58 Batch  465/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9581, Loss: 0.0231
Epoch  58 Batch  466/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9581, Loss: 0.0126
Epoch  58 Batch  467/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9627, Loss: 0.0108
Epoch  58 Batch  468/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9627, Loss: 0.0115
Epoch  58 Batch  469/1077 - Train Accuracy: 0.9957, Validation Accuracy: 0.9631, Loss: 0.0084
Epoch  58 Batch  470/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  58 Batch  471/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9688, Loss: 0.0105
Epoch  58 Batch  472/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9688, Loss: 0.0132
Epoch  58 Batch  473/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9684, Loss: 0.0136
Epoch  58 Batch  474/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0133
Epoch  58 Batch  475/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9730, Loss: 0.0114
Epoch  58 Batch  476/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9730, Loss: 0.0135
Epoch  58 Batch  477/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9730, Loss: 0.0153
Epoch  58 Batch  478/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0154
Epoch  58 Batch  479/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9730, Loss: 0.0142
Epoch  58 Batch  480/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9730, Loss: 0.0119
Epoch  58 Batch  481/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9663, Loss: 0.0166
Epoch  58 Batch  482/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9613, Loss: 0.0155
Epoch  58 Batch  483/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9656, Loss: 0.0170
Epoch  58 Batch  484/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0172
Epoch  58 Batch  485/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9588, Loss: 0.0129
Epoch  58 Batch  486/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9567, Loss: 0.0109
Epoch  58 Batch  487/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9609, Loss: 0.0113
Epoch  58 Batch  488/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9613, Loss: 0.0152
Epoch  58 Batch  489/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9613, Loss: 0.0111
Epoch  58 Batch  490/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9613, Loss: 0.0150
Epoch  58 Batch  491/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9570, Loss: 0.0219
Epoch  58 Batch  492/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0189
Epoch  58 Batch  493/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9570, Loss: 0.0115
Epoch  58 Batch  494/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9524, Loss: 0.0133
Epoch  58 Batch  495/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9524, Loss: 0.0158
Epoch  58 Batch  496/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9524, Loss: 0.0133
Epoch  58 Batch  497/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9524, Loss: 0.0163
Epoch  58 Batch  498/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9588, Loss: 0.0209
Epoch  58 Batch  499/1077 - Train Accuracy: 0.9937, Validation Accuracy: 0.9542, Loss: 0.0127
Epoch  58 Batch  500/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0116
Epoch  58 Batch  501/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9585, Loss: 0.0133
Epoch  58 Batch  502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9627, Loss: 0.0144
Epoch  58 Batch  503/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0103
Epoch  58 Batch  504/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0101
Epoch  58 Batch  505/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9606, Loss: 0.0083
Epoch  58 Batch  506/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9585, Loss: 0.0198
Epoch  58 Batch  507/1077 - Train Accuracy: 0.9457, Validation Accuracy: 0.9634, Loss: 0.0172
Epoch  58 Batch  508/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9652, Loss: 0.0096
Epoch  58 Batch  509/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0203
Epoch  58 Batch  510/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0114
Epoch  58 Batch  511/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  58 Batch  512/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9648, Loss: 0.0149
Epoch  58 Batch  513/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9656, Loss: 0.0176
Epoch  58 Batch  514/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  58 Batch  515/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9656, Loss: 0.0120
Epoch  58 Batch  516/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  58 Batch  517/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9656, Loss: 0.0167
Epoch  58 Batch  518/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9659, Loss: 0.0182
Epoch  58 Batch  519/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9677, Loss: 0.0150
Epoch  58 Batch  520/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9563, Loss: 0.0097
Epoch  58 Batch  521/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9563, Loss: 0.0150
Epoch  58 Batch  522/1077 - Train Accuracy: 0.9437, Validation Accuracy: 0.9570, Loss: 0.0196
Epoch  58 Batch  523/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  58 Batch  524/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9634, Loss: 0.0196
Epoch  58 Batch  525/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9638, Loss: 0.0133
Epoch  58 Batch  526/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9631, Loss: 0.0114
Epoch  58 Batch  527/1077 - Train Accuracy: 0.9585, Validation Accuracy: 0.9631, Loss: 0.0137
Epoch  58 Batch  528/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9673, Loss: 0.0184
Epoch  58 Batch  529/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9673, Loss: 0.0150
Epoch  58 Batch  530/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9673, Loss: 0.0159
Epoch  58 Batch  531/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9673, Loss: 0.0170
Epoch  58 Batch  532/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0210
Epoch  58 Batch  533/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9673, Loss: 0.0148
Epoch  58 Batch  534/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9677, Loss: 0.0181
Epoch  58 Batch  535/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9677, Loss: 0.0133
Epoch  58 Batch  536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9680, Loss: 0.0173
Epoch  58 Batch  537/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9776, Loss: 0.0127
Epoch  58 Batch  538/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9780, Loss: 0.0143
Epoch  58 Batch  539/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9780, Loss: 0.0194
Epoch  58 Batch  540/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9730, Loss: 0.0102
Epoch  58 Batch  541/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9666, Loss: 0.0135
Epoch  58 Batch  542/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9616, Loss: 0.0164
Epoch  58 Batch  543/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0130
Epoch  58 Batch  544/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0133
Epoch  58 Batch  545/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0112
Epoch  58 Batch  546/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9670, Loss: 0.0155
Epoch  58 Batch  547/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9645, Loss: 0.0143
Epoch  58 Batch  548/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9602, Loss: 0.0172
Epoch  58 Batch  549/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9648, Loss: 0.0143
Epoch  58 Batch  550/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9620, Loss: 0.0167
Epoch  58 Batch  551/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0193
Epoch  58 Batch  552/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0161
Epoch  58 Batch  553/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9616, Loss: 0.0235
Epoch  58 Batch  554/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9616, Loss: 0.0132
Epoch  58 Batch  555/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  58 Batch  556/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9613, Loss: 0.0107
Epoch  58 Batch  557/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9609, Loss: 0.0141
Epoch  58 Batch  558/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9702, Loss: 0.0100
Epoch  58 Batch  559/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9702, Loss: 0.0155
Epoch  58 Batch  560/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9698, Loss: 0.0160
Epoch  58 Batch  561/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9652, Loss: 0.0140
Epoch  58 Batch  562/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9652, Loss: 0.0146
Epoch  58 Batch  563/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  58 Batch  564/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9702, Loss: 0.0218
Epoch  58 Batch  565/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9656, Loss: 0.0194
Epoch  58 Batch  566/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9659, Loss: 0.0167
Epoch  58 Batch  567/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9659, Loss: 0.0140
Epoch  58 Batch  568/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9663, Loss: 0.0118
Epoch  58 Batch  569/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9613, Loss: 0.0158
Epoch  58 Batch  570/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0165
Epoch  58 Batch  571/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9624, Loss: 0.0115
Epoch  58 Batch  572/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9624, Loss: 0.0153
Epoch  58 Batch  573/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9627, Loss: 0.0244
Epoch  58 Batch  574/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  58 Batch  575/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9677, Loss: 0.0114
Epoch  58 Batch  576/1077 - Train Accuracy: 0.9979, Validation Accuracy: 0.9652, Loss: 0.0148
Epoch  58 Batch  577/1077 - Train Accuracy: 0.9679, Validation Accuracy: 0.9702, Loss: 0.0138
Epoch  58 Batch  578/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0141
Epoch  58 Batch  579/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9606, Loss: 0.0127
Epoch  58 Batch  580/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9666, Loss: 0.0115
Epoch  58 Batch  581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9666, Loss: 0.0117
Epoch  58 Batch  582/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9719, Loss: 0.0111
Epoch  58 Batch  583/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9719, Loss: 0.0155
Epoch  58 Batch  584/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9698, Loss: 0.0146
Epoch  58 Batch  585/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9695, Loss: 0.0092
Epoch  58 Batch  586/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9695, Loss: 0.0115
Epoch  58 Batch  587/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9691, Loss: 0.0164
Epoch  58 Batch  588/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9691, Loss: 0.0112
Epoch  58 Batch  589/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9691, Loss: 0.0126
Epoch  58 Batch  590/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9645, Loss: 0.0161
Epoch  58 Batch  591/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9645, Loss: 0.0135
Epoch  58 Batch  592/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0150
Epoch  58 Batch  593/1077 - Train Accuracy: 0.9632, Validation Accuracy: 0.9634, Loss: 0.0251
Epoch  58 Batch  594/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9684, Loss: 0.0168
Epoch  58 Batch  595/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0123
Epoch  58 Batch  596/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9691, Loss: 0.0136
Epoch  58 Batch  597/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9691, Loss: 0.0114
Epoch  58 Batch  598/1077 - Train Accuracy: 0.9490, Validation Accuracy: 0.9705, Loss: 0.0165
Epoch  58 Batch  599/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0217
Epoch  58 Batch  600/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9680, Loss: 0.0175
Epoch  58 Batch  601/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9680, Loss: 0.0133
Epoch  58 Batch  602/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9680, Loss: 0.0148
Epoch  58 Batch  603/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0129
Epoch  58 Batch  604/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9705, Loss: 0.0229
Epoch  58 Batch  605/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9705, Loss: 0.0177
Epoch  58 Batch  606/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9705, Loss: 0.0118
Epoch  58 Batch  607/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0188
Epoch  58 Batch  608/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9680, Loss: 0.0221
Epoch  58 Batch  609/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9680, Loss: 0.0170
Epoch  58 Batch  610/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9652, Loss: 0.0216
Epoch  58 Batch  611/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9652, Loss: 0.0119
Epoch  58 Batch  612/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9652, Loss: 0.0138
Epoch  58 Batch  613/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0178
Epoch  58 Batch  614/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9656, Loss: 0.0140
Epoch  58 Batch  615/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9677, Loss: 0.0107
Epoch  58 Batch  616/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0168
Epoch  58 Batch  617/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9652, Loss: 0.0115
Epoch  58 Batch  618/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9652, Loss: 0.0157
Epoch  58 Batch  619/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9652, Loss: 0.0095
Epoch  58 Batch  620/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9652, Loss: 0.0101
Epoch  58 Batch  621/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0161
Epoch  58 Batch  622/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9627, Loss: 0.0187
Epoch  58 Batch  623/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9627, Loss: 0.0186
Epoch  58 Batch  624/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9627, Loss: 0.0155
Epoch  58 Batch  625/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0181
Epoch  58 Batch  626/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9542, Loss: 0.0111
Epoch  58 Batch  627/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9606, Loss: 0.0151
Epoch  58 Batch  628/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0178
Epoch  58 Batch  629/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9602, Loss: 0.0125
Epoch  58 Batch  630/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9602, Loss: 0.0138
Epoch  58 Batch  631/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9602, Loss: 0.0150
Epoch  58 Batch  632/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9624, Loss: 0.0121
Epoch  58 Batch  633/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  58 Batch  634/1077 - Train Accuracy: 0.9591, Validation Accuracy: 0.9602, Loss: 0.0122
Epoch  58 Batch  635/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9702, Loss: 0.0150
Epoch  58 Batch  636/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9730, Loss: 0.0122
Epoch  58 Batch  637/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9776, Loss: 0.0157
Epoch  58 Batch  638/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9727, Loss: 0.0182
Epoch  58 Batch  639/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0189
Epoch  58 Batch  640/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0105
Epoch  58 Batch  641/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9677, Loss: 0.0144
Epoch  58 Batch  642/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9677, Loss: 0.0110
Epoch  58 Batch  643/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9677, Loss: 0.0136
Epoch  58 Batch  644/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9680, Loss: 0.0134
Epoch  58 Batch  645/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9684, Loss: 0.0189
Epoch  58 Batch  646/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9737, Loss: 0.0122
Epoch  58 Batch  647/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9737, Loss: 0.0167
Epoch  58 Batch  648/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9787, Loss: 0.0109
Epoch  58 Batch  649/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9766, Loss: 0.0164
Epoch  58 Batch  650/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9737, Loss: 0.0139
Epoch  58 Batch  651/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9737, Loss: 0.0133
Epoch  58 Batch  652/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9656, Loss: 0.0153
Epoch  58 Batch  653/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9602, Loss: 0.0202
Epoch  58 Batch  654/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9553, Loss: 0.0131
Epoch  58 Batch  655/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9549, Loss: 0.0160
Epoch  58 Batch  656/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9680, Loss: 0.0168
Epoch  58 Batch  657/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9673, Loss: 0.0187
Epoch  58 Batch  658/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9631, Loss: 0.0090
Epoch  58 Batch  659/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9581, Loss: 0.0129
Epoch  58 Batch  660/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9606, Loss: 0.0114
Epoch  58 Batch  661/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9556, Loss: 0.0146
Epoch  58 Batch  662/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9556, Loss: 0.0112
Epoch  58 Batch  663/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9680, Loss: 0.0110
Epoch  58 Batch  664/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0126
Epoch  58 Batch  665/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9624, Loss: 0.0105
Epoch  58 Batch  666/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9624, Loss: 0.0182
Epoch  58 Batch  667/1077 - Train Accuracy: 0.9741, Validation Accuracy: 0.9560, Loss: 0.0150
Epoch  58 Batch  668/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9560, Loss: 0.0137
Epoch  58 Batch  669/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9560, Loss: 0.0107
Epoch  58 Batch  670/1077 - Train Accuracy: 0.9854, Validation Accuracy: 0.9588, Loss: 0.0111
Epoch  58 Batch  671/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9588, Loss: 0.0144
Epoch  58 Batch  672/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9588, Loss: 0.0128
Epoch  58 Batch  673/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0157
Epoch  58 Batch  674/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9592, Loss: 0.0142
Epoch  58 Batch  675/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9592, Loss: 0.0201
Epoch  58 Batch  676/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0183
Epoch  58 Batch  677/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0133
Epoch  58 Batch  678/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9688, Loss: 0.0107
Epoch  58 Batch  679/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9716, Loss: 0.0107
Epoch  58 Batch  680/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9716, Loss: 0.0171
Epoch  58 Batch  681/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0145
Epoch  58 Batch  682/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9652, Loss: 0.0096
Epoch  58 Batch  683/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9652, Loss: 0.0116
Epoch  58 Batch  684/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9645, Loss: 0.0137
Epoch  58 Batch  685/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9645, Loss: 0.0239
Epoch  58 Batch  686/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0113
Epoch  58 Batch  687/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9673, Loss: 0.0131
Epoch  58 Batch  688/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0110
Epoch  58 Batch  689/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9723, Loss: 0.0075
Epoch  58 Batch  690/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9670, Loss: 0.0166
Epoch  58 Batch  691/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9702, Loss: 0.0145
Epoch  58 Batch  692/1077 - Train Accuracy: 0.9639, Validation Accuracy: 0.9702, Loss: 0.0159
Epoch  58 Batch  693/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9748, Loss: 0.0214
Epoch  58 Batch  694/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9748, Loss: 0.0125
Epoch  58 Batch  695/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9748, Loss: 0.0152
Epoch  58 Batch  696/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9751, Loss: 0.0139
Epoch  58 Batch  697/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9773, Loss: 0.0143
Epoch  58 Batch  698/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9727, Loss: 0.0097
Epoch  58 Batch  699/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9727, Loss: 0.0124
Epoch  58 Batch  700/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9677, Loss: 0.0125
Epoch  58 Batch  701/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9677, Loss: 0.0119
Epoch  58 Batch  702/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9684, Loss: 0.0209
Epoch  58 Batch  703/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9684, Loss: 0.0129
Epoch  58 Batch  704/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9684, Loss: 0.0212
Epoch  58 Batch  705/1077 - Train Accuracy: 0.9556, Validation Accuracy: 0.9734, Loss: 0.0226
Epoch  58 Batch  706/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9734, Loss: 0.0361
Epoch  58 Batch  707/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9734, Loss: 0.0145
Epoch  58 Batch  708/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9730, Loss: 0.0135
Epoch  58 Batch  709/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9730, Loss: 0.0156
Epoch  58 Batch  710/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9727, Loss: 0.0119
Epoch  58 Batch  711/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9673, Loss: 0.0158
Epoch  58 Batch  712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0108
Epoch  58 Batch  713/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9556, Loss: 0.0107
Epoch  58 Batch  714/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9549, Loss: 0.0144
Epoch  58 Batch  715/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9553, Loss: 0.0139
Epoch  58 Batch  716/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9549, Loss: 0.0130
Epoch  58 Batch  717/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9560, Loss: 0.0101
Epoch  58 Batch  718/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9567, Loss: 0.0151
Epoch  58 Batch  719/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9563, Loss: 0.0116
Epoch  58 Batch  720/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9563, Loss: 0.0163
Epoch  58 Batch  721/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9513, Loss: 0.0130
Epoch  58 Batch  722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9560, Loss: 0.0128
Epoch  58 Batch  723/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9560, Loss: 0.0143
Epoch  58 Batch  724/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9556, Loss: 0.0174
Epoch  58 Batch  725/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9556, Loss: 0.0112
Epoch  58 Batch  726/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9556, Loss: 0.0097
Epoch  58 Batch  727/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9563, Loss: 0.0125
Epoch  58 Batch  728/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9585, Loss: 0.0178
Epoch  58 Batch  729/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9581, Loss: 0.0234
Epoch  58 Batch  730/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9595, Loss: 0.0228
Epoch  58 Batch  731/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9585, Loss: 0.0124
Epoch  58 Batch  732/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9613, Loss: 0.0177
Epoch  58 Batch  733/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9609, Loss: 0.0185
Epoch  58 Batch  734/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9585, Loss: 0.0143
Epoch  58 Batch  735/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9570, Loss: 0.0104
Epoch  58 Batch  736/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9528, Loss: 0.0133
Epoch  58 Batch  737/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9531, Loss: 0.0152
Epoch  58 Batch  738/1077 - Train Accuracy: 0.9915, Validation Accuracy: 0.9553, Loss: 0.0081
Epoch  58 Batch  739/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9553, Loss: 0.0144
Epoch  58 Batch  740/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9553, Loss: 0.0114
Epoch  58 Batch  741/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9595, Loss: 0.0206
Epoch  58 Batch  742/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9659, Loss: 0.0147
Epoch  58 Batch  743/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9705, Loss: 0.0125
Epoch  58 Batch  744/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9705, Loss: 0.0197
Epoch  58 Batch  745/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9730, Loss: 0.0159
Epoch  58 Batch  746/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9723, Loss: 0.0121
Epoch  58 Batch  747/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0138
Epoch  58 Batch  748/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9723, Loss: 0.0134
Epoch  58 Batch  749/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9698, Loss: 0.0105
Epoch  58 Batch  750/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9723, Loss: 0.0108
Epoch  58 Batch  751/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9680, Loss: 0.0152
Epoch  58 Batch  752/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9631, Loss: 0.0140
Epoch  58 Batch  753/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9631, Loss: 0.0131
Epoch  58 Batch  754/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9631, Loss: 0.0156
Epoch  58 Batch  755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9631, Loss: 0.0167
Epoch  58 Batch  756/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9695, Loss: 0.0121
Epoch  58 Batch  757/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9723, Loss: 0.0128
Epoch  58 Batch  758/1077 - Train Accuracy: 0.9900, Validation Accuracy: 0.9723, Loss: 0.0119
Epoch  58 Batch  759/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0173
Epoch  58 Batch  760/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9723, Loss: 0.0154
Epoch  58 Batch  761/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9723, Loss: 0.0127
Epoch  58 Batch  762/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9723, Loss: 0.0152
Epoch  58 Batch  763/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  58 Batch  764/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9730, Loss: 0.0114
Epoch  58 Batch  765/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9730, Loss: 0.0150
Epoch  58 Batch  766/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9730, Loss: 0.0167
Epoch  58 Batch  767/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9780, Loss: 0.0179
Epoch  58 Batch  768/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0129
Epoch  58 Batch  769/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  58 Batch  770/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9748, Loss: 0.0157
Epoch  58 Batch  771/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9748, Loss: 0.0128
Epoch  58 Batch  772/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9751, Loss: 0.0135
Epoch  58 Batch  773/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9702, Loss: 0.0118
Epoch  58 Batch  774/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9755, Loss: 0.0125
Epoch  58 Batch  775/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9755, Loss: 0.0136
Epoch  58 Batch  776/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9730, Loss: 0.0138
Epoch  58 Batch  777/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9712, Loss: 0.0109
Epoch  58 Batch  778/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9709, Loss: 0.0129
Epoch  58 Batch  779/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9783, Loss: 0.0138
Epoch  58 Batch  780/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9712, Loss: 0.0238
Epoch  58 Batch  781/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9609, Loss: 0.0111
Epoch  58 Batch  782/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9609, Loss: 0.0120
Epoch  58 Batch  783/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9609, Loss: 0.0166
Epoch  58 Batch  784/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9616, Loss: 0.0110
Epoch  58 Batch  785/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9616, Loss: 0.0098
Epoch  58 Batch  786/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9652, Loss: 0.0171
Epoch  58 Batch  787/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9648, Loss: 0.0097
Epoch  58 Batch  788/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9648, Loss: 0.0136
Epoch  58 Batch  789/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9592, Loss: 0.0135
Epoch  58 Batch  790/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9634, Loss: 0.0221
Epoch  58 Batch  791/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9634, Loss: 0.0166
Epoch  58 Batch  792/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9634, Loss: 0.0165
Epoch  58 Batch  793/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9634, Loss: 0.0143
Epoch  58 Batch  794/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9549, Loss: 0.0124
Epoch  58 Batch  795/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9545, Loss: 0.0148
Epoch  58 Batch  796/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9684, Loss: 0.0145
Epoch  58 Batch  797/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9638, Loss: 0.0146
Epoch  58 Batch  798/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9620, Loss: 0.0141
Epoch  58 Batch  799/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9670, Loss: 0.0208
Epoch  58 Batch  800/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9627, Loss: 0.0140
Epoch  58 Batch  801/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9627, Loss: 0.0133
Epoch  58 Batch  802/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9673, Loss: 0.0211
Epoch  58 Batch  803/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9652, Loss: 0.0118
Epoch  58 Batch  804/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9606, Loss: 0.0104
Epoch  58 Batch  805/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9631, Loss: 0.0144
Epoch  58 Batch  806/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9581, Loss: 0.0123
Epoch  58 Batch  807/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9528, Loss: 0.0111
Epoch  58 Batch  808/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9528, Loss: 0.0250
Epoch  58 Batch  809/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9485, Loss: 0.0279
Epoch  58 Batch  810/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9460, Loss: 0.0133
Epoch  58 Batch  811/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9503, Loss: 0.0169
Epoch  58 Batch  812/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9521, Loss: 0.0109
Epoch  58 Batch  813/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9521, Loss: 0.0130
Epoch  58 Batch  814/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9609, Loss: 0.0126
Epoch  58 Batch  815/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9627, Loss: 0.0153
Epoch  58 Batch  816/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0108
Epoch  58 Batch  817/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9695, Loss: 0.0143
Epoch  58 Batch  818/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9645, Loss: 0.0230
Epoch  58 Batch  819/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9709, Loss: 0.0144
Epoch  58 Batch  820/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9656, Loss: 0.0135
Epoch  58 Batch  821/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9606, Loss: 0.0126
Epoch  58 Batch  822/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9677, Loss: 0.0121
Epoch  58 Batch  823/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9723, Loss: 0.0184
Epoch  58 Batch  824/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9652, Loss: 0.0135
Epoch  58 Batch  825/1077 - Train Accuracy: 0.9992, Validation Accuracy: 0.9652, Loss: 0.0096
Epoch  58 Batch  826/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9638, Loss: 0.0108
Epoch  58 Batch  827/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9574, Loss: 0.0161
Epoch  58 Batch  828/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0124
Epoch  58 Batch  829/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9531, Loss: 0.0224
Epoch  58 Batch  830/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9478, Loss: 0.0187
Epoch  58 Batch  831/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9553, Loss: 0.0188
Epoch  58 Batch  832/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9553, Loss: 0.0130
Epoch  58 Batch  833/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0173
Epoch  58 Batch  834/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9648, Loss: 0.0172
Epoch  58 Batch  835/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9666, Loss: 0.0137
Epoch  58 Batch  836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9659, Loss: 0.0111
Epoch  58 Batch  837/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9663, Loss: 0.0203
Epoch  58 Batch  838/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0131
Epoch  58 Batch  839/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9666, Loss: 0.0095
Epoch  58 Batch  840/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9666, Loss: 0.0174
Epoch  58 Batch  841/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9574, Loss: 0.0263
Epoch  58 Batch  842/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9478, Loss: 0.0100
Epoch  58 Batch  843/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9570, Loss: 0.0095
Epoch  58 Batch  844/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0134
Epoch  58 Batch  845/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9666, Loss: 0.0114
Epoch  58 Batch  846/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9716, Loss: 0.0232
Epoch  58 Batch  847/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9663, Loss: 0.0166
Epoch  58 Batch  848/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9663, Loss: 0.0155
Epoch  58 Batch  849/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9581, Loss: 0.0091
Epoch  58 Batch  850/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0202
Epoch  58 Batch  851/1077 - Train Accuracy: 0.9740, Validation Accuracy: 0.9652, Loss: 0.0254
Epoch  58 Batch  852/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9620, Loss: 0.0187
Epoch  58 Batch  853/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9666, Loss: 0.0152
Epoch  58 Batch  854/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9719, Loss: 0.0139
Epoch  58 Batch  855/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9744, Loss: 0.0150
Epoch  58 Batch  856/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9787, Loss: 0.0151
Epoch  58 Batch  857/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9787, Loss: 0.0112
Epoch  58 Batch  858/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9737, Loss: 0.0082
Epoch  58 Batch  859/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9734, Loss: 0.0137
Epoch  58 Batch  860/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9737, Loss: 0.0133
Epoch  58 Batch  861/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9737, Loss: 0.0138
Epoch  58 Batch  862/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9737, Loss: 0.0193
Epoch  58 Batch  863/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9744, Loss: 0.0152
Epoch  58 Batch  864/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9691, Loss: 0.0179
Epoch  58 Batch  865/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0175
Epoch  58 Batch  866/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9542, Loss: 0.0154
Epoch  58 Batch  867/1077 - Train Accuracy: 0.9441, Validation Accuracy: 0.9542, Loss: 0.0483
Epoch  58 Batch  868/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0170
Epoch  58 Batch  869/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9592, Loss: 0.0119
Epoch  58 Batch  870/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9734, Loss: 0.0153
Epoch  58 Batch  871/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9759, Loss: 0.0126
Epoch  58 Batch  872/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9709, Loss: 0.0161
Epoch  58 Batch  873/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9709, Loss: 0.0134
Epoch  58 Batch  874/1077 - Train Accuracy: 0.9488, Validation Accuracy: 0.9709, Loss: 0.0202
Epoch  58 Batch  875/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9673, Loss: 0.0111
Epoch  58 Batch  876/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0133
Epoch  58 Batch  877/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9673, Loss: 0.0107
Epoch  58 Batch  878/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9673, Loss: 0.0114
Epoch  58 Batch  879/1077 - Train Accuracy: 0.9941, Validation Accuracy: 0.9673, Loss: 0.0083
Epoch  58 Batch  880/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9670, Loss: 0.0150
Epoch  58 Batch  881/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0174
Epoch  58 Batch  882/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0162
Epoch  58 Batch  883/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9723, Loss: 0.0191
Epoch  58 Batch  884/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9663, Loss: 0.0158
Epoch  58 Batch  885/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9663, Loss: 0.0072
Epoch  58 Batch  886/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9716, Loss: 0.0192
Epoch  58 Batch  887/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9666, Loss: 0.0183
Epoch  58 Batch  888/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9666, Loss: 0.0181
Epoch  58 Batch  889/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9716, Loss: 0.0161
Epoch  58 Batch  890/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9616, Loss: 0.0152
Epoch  58 Batch  891/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9616, Loss: 0.0158
Epoch  58 Batch  892/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0159
Epoch  58 Batch  893/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9567, Loss: 0.0120
Epoch  58 Batch  894/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9570, Loss: 0.0141
Epoch  58 Batch  895/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9570, Loss: 0.0114
Epoch  58 Batch  896/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9474, Loss: 0.0144
Epoch  58 Batch  897/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9521, Loss: 0.0106
Epoch  58 Batch  898/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9570, Loss: 0.0180
Epoch  58 Batch  899/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0179
Epoch  58 Batch  900/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9677, Loss: 0.0212
Epoch  58 Batch  901/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9723, Loss: 0.0257
Epoch  58 Batch  902/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9723, Loss: 0.0194
Epoch  58 Batch  903/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9716, Loss: 0.0155
Epoch  58 Batch  904/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9744, Loss: 0.0147
Epoch  58 Batch  905/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9744, Loss: 0.0115
Epoch  58 Batch  906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9748, Loss: 0.0161
Epoch  58 Batch  907/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9748, Loss: 0.0167
Epoch  58 Batch  908/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9748, Loss: 0.0132
Epoch  58 Batch  909/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9798, Loss: 0.0184
Epoch  58 Batch  910/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9794, Loss: 0.0182
Epoch  58 Batch  911/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9794, Loss: 0.0162
Epoch  58 Batch  912/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9769, Loss: 0.0185
Epoch  58 Batch  913/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9719, Loss: 0.0211
Epoch  58 Batch  914/1077 - Train Accuracy: 0.9600, Validation Accuracy: 0.9723, Loss: 0.0475
Epoch  58 Batch  915/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9723, Loss: 0.0145
Epoch  58 Batch  916/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9769, Loss: 0.0120
Epoch  58 Batch  917/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9719, Loss: 0.0197
Epoch  58 Batch  918/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9670, Loss: 0.0136
Epoch  58 Batch  919/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9670, Loss: 0.0126
Epoch  58 Batch  920/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9624, Loss: 0.0123
Epoch  58 Batch  921/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9624, Loss: 0.0188
Epoch  58 Batch  922/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9613, Loss: 0.0128
Epoch  58 Batch  923/1077 - Train Accuracy: 0.9901, Validation Accuracy: 0.9631, Loss: 0.0078
Epoch  58 Batch  924/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9631, Loss: 0.0193
Epoch  58 Batch  925/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9684, Loss: 0.0112
Epoch  58 Batch  926/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9670, Loss: 0.0156
Epoch  58 Batch  927/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0216
Epoch  58 Batch  928/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9670, Loss: 0.0137
Epoch  58 Batch  929/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9624, Loss: 0.0128
Epoch  58 Batch  930/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9606, Loss: 0.0137
Epoch  58 Batch  931/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9595, Loss: 0.0093
Epoch  58 Batch  932/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9641, Loss: 0.0126
Epoch  58 Batch  933/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9652, Loss: 0.0187
Epoch  58 Batch  934/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0125
Epoch  58 Batch  935/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9652, Loss: 0.0116
Epoch  58 Batch  936/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9670, Loss: 0.0216
Epoch  58 Batch  937/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0198
Epoch  58 Batch  938/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9719, Loss: 0.0198
Epoch  58 Batch  939/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9666, Loss: 0.0207
Epoch  58 Batch  940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9659, Loss: 0.0182
Epoch  58 Batch  941/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9606, Loss: 0.0122
Epoch  58 Batch  942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9556, Loss: 0.0195
Epoch  58 Batch  943/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9709, Loss: 0.0105
Epoch  58 Batch  944/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9684, Loss: 0.0124
Epoch  58 Batch  945/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9688, Loss: 0.0102
Epoch  58 Batch  946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0104
Epoch  58 Batch  947/1077 - Train Accuracy: 0.9823, Validation Accuracy: 0.9695, Loss: 0.0126
Epoch  58 Batch  948/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9638, Loss: 0.0127
Epoch  58 Batch  949/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9638, Loss: 0.0152
Epoch  58 Batch  950/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9641, Loss: 0.0130
Epoch  58 Batch  951/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9688, Loss: 0.0137
Epoch  58 Batch  952/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9688, Loss: 0.0104
Epoch  58 Batch  953/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9684, Loss: 0.0131
Epoch  58 Batch  954/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9663, Loss: 0.0202
Epoch  58 Batch  955/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9730, Loss: 0.0143
Epoch  58 Batch  956/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9709, Loss: 0.0118
Epoch  58 Batch  957/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9730, Loss: 0.0083
Epoch  58 Batch  958/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9634, Loss: 0.0137
Epoch  58 Batch  959/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9588, Loss: 0.0198
Epoch  58 Batch  960/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9592, Loss: 0.0156
Epoch  58 Batch  961/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9545, Loss: 0.0098
Epoch  58 Batch  962/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9638, Loss: 0.0207
Epoch  58 Batch  963/1077 - Train Accuracy: 0.9839, Validation Accuracy: 0.9634, Loss: 0.0162
Epoch  58 Batch  964/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9680, Loss: 0.0129
Epoch  58 Batch  965/1077 - Train Accuracy: 0.9642, Validation Accuracy: 0.9634, Loss: 0.0267
Epoch  58 Batch  966/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  58 Batch  967/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9680, Loss: 0.0175
Epoch  58 Batch  968/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9631, Loss: 0.0157
Epoch  58 Batch  969/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9631, Loss: 0.0235
Epoch  58 Batch  970/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9677, Loss: 0.0148
Epoch  58 Batch  971/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9670, Loss: 0.0213
Epoch  58 Batch  972/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9673, Loss: 0.0145
Epoch  58 Batch  973/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9624, Loss: 0.0106
Epoch  58 Batch  974/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9673, Loss: 0.0097
Epoch  58 Batch  975/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0113
Epoch  58 Batch  976/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9673, Loss: 0.0102
Epoch  58 Batch  977/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9723, Loss: 0.0077
Epoch  58 Batch  978/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9723, Loss: 0.0193
Epoch  58 Batch  979/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9705, Loss: 0.0166
Epoch  58 Batch  980/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9702, Loss: 0.0174
Epoch  58 Batch  981/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9602, Loss: 0.0227
Epoch  58 Batch  982/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9652, Loss: 0.0118
Epoch  58 Batch  983/1077 - Train Accuracy: 0.9581, Validation Accuracy: 0.9613, Loss: 0.0143
Epoch  58 Batch  984/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0193
Epoch  58 Batch  985/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9666, Loss: 0.0099
Epoch  58 Batch  986/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9684, Loss: 0.0135
Epoch  58 Batch  987/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9680, Loss: 0.0096
Epoch  58 Batch  988/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9638, Loss: 0.0170
Epoch  58 Batch  989/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9606, Loss: 0.0142
Epoch  58 Batch  990/1077 - Train Accuracy: 0.9737, Validation Accuracy: 0.9606, Loss: 0.0137
Epoch  58 Batch  991/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0124
Epoch  58 Batch  992/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9496, Loss: 0.0164
Epoch  58 Batch  993/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9545, Loss: 0.0160
Epoch  58 Batch  994/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0151
Epoch  58 Batch  995/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0104
Epoch  58 Batch  996/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9606, Loss: 0.0175
Epoch  58 Batch  997/1077 - Train Accuracy: 0.9778, Validation Accuracy: 0.9606, Loss: 0.0151
Epoch  58 Batch  998/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9624, Loss: 0.0126
Epoch  58 Batch  999/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9620, Loss: 0.0166
Epoch  58 Batch 1000/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9613, Loss: 0.0132
Epoch  58 Batch 1001/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9560, Loss: 0.0116
Epoch  58 Batch 1002/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9560, Loss: 0.0096
Epoch  58 Batch 1003/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9549, Loss: 0.0165
Epoch  58 Batch 1004/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9467, Loss: 0.0130
Epoch  58 Batch 1005/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9513, Loss: 0.0153
Epoch  58 Batch 1006/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9556, Loss: 0.0136
Epoch  58 Batch 1007/1077 - Train Accuracy: 0.9978, Validation Accuracy: 0.9510, Loss: 0.0082
Epoch  58 Batch 1008/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9510, Loss: 0.0167
Epoch  58 Batch 1009/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9510, Loss: 0.0098
Epoch  58 Batch 1010/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9574, Loss: 0.0104
Epoch  58 Batch 1011/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9556, Loss: 0.0128
Epoch  58 Batch 1012/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9535, Loss: 0.0104
Epoch  58 Batch 1013/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9535, Loss: 0.0100
Epoch  58 Batch 1014/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9531, Loss: 0.0132
Epoch  58 Batch 1015/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9556, Loss: 0.0152
Epoch  58 Batch 1016/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9556, Loss: 0.0150
Epoch  58 Batch 1017/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0132
Epoch  58 Batch 1018/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9535, Loss: 0.0199
Epoch  58 Batch 1019/1077 - Train Accuracy: 0.9646, Validation Accuracy: 0.9531, Loss: 0.0264
Epoch  58 Batch 1020/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9535, Loss: 0.0116
Epoch  58 Batch 1021/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9560, Loss: 0.0132
Epoch  58 Batch 1022/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9538, Loss: 0.0116
Epoch  58 Batch 1023/1077 - Train Accuracy: 0.9798, Validation Accuracy: 0.9656, Loss: 0.0188
Epoch  58 Batch 1024/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9677, Loss: 0.0186
Epoch  58 Batch 1025/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  58 Batch 1026/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9695, Loss: 0.0138
Epoch  58 Batch 1027/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9695, Loss: 0.0171
Epoch  58 Batch 1028/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0148
Epoch  58 Batch 1029/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9602, Loss: 0.0135
Epoch  58 Batch 1030/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9602, Loss: 0.0158
Epoch  58 Batch 1031/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9652, Loss: 0.0278
Epoch  58 Batch 1032/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9652, Loss: 0.0179
Epoch  58 Batch 1033/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9602, Loss: 0.0174
Epoch  58 Batch 1034/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9648, Loss: 0.0137
Epoch  58 Batch 1035/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9648, Loss: 0.0119
Epoch  58 Batch 1036/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9645, Loss: 0.0190
Epoch  58 Batch 1037/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9695, Loss: 0.0175
Epoch  58 Batch 1038/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9698, Loss: 0.0216
Epoch  58 Batch 1039/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9652, Loss: 0.0138
Epoch  58 Batch 1040/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9684, Loss: 0.0152
Epoch  58 Batch 1041/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9638, Loss: 0.0252
Epoch  58 Batch 1042/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9638, Loss: 0.0116
Epoch  58 Batch 1043/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9684, Loss: 0.0240
Epoch  58 Batch 1044/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9684, Loss: 0.0148
Epoch  58 Batch 1045/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9730, Loss: 0.0166
Epoch  58 Batch 1046/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9727, Loss: 0.0079
Epoch  58 Batch 1047/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9691, Loss: 0.0129
Epoch  58 Batch 1048/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9691, Loss: 0.0179
Epoch  58 Batch 1049/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9648, Loss: 0.0137
Epoch  58 Batch 1050/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9599, Loss: 0.0103
Epoch  58 Batch 1051/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9595, Loss: 0.0168
Epoch  58 Batch 1052/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0129
Epoch  58 Batch 1053/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0163
Epoch  58 Batch 1054/1077 - Train Accuracy: 0.9551, Validation Accuracy: 0.9631, Loss: 0.0154
Epoch  58 Batch 1055/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0138
Epoch  58 Batch 1056/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9727, Loss: 0.0100
Epoch  58 Batch 1057/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9727, Loss: 0.0123
Epoch  58 Batch 1058/1077 - Train Accuracy: 0.9622, Validation Accuracy: 0.9727, Loss: 0.0170
Epoch  58 Batch 1059/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9684, Loss: 0.0167
Epoch  58 Batch 1060/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9684, Loss: 0.0114
Epoch  58 Batch 1061/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9684, Loss: 0.0171
Epoch  58 Batch 1062/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9652, Loss: 0.0189
Epoch  58 Batch 1063/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9656, Loss: 0.0210
Epoch  58 Batch 1064/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9606, Loss: 0.0140
Epoch  58 Batch 1065/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9641, Loss: 0.0138
Epoch  58 Batch 1066/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9641, Loss: 0.0115
Epoch  58 Batch 1067/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9577, Loss: 0.0153
Epoch  58 Batch 1068/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9581, Loss: 0.0111
Epoch  58 Batch 1069/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9606, Loss: 0.0122
Epoch  58 Batch 1070/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0140
Epoch  58 Batch 1071/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9602, Loss: 0.0157
Epoch  58 Batch 1072/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9666, Loss: 0.0171
Epoch  58 Batch 1073/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0167
Epoch  58 Batch 1074/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9698, Loss: 0.0165
Epoch  58 Batch 1075/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9751, Loss: 0.0158
Epoch  59 Batch    1/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9727, Loss: 0.0130
Epoch  59 Batch    2/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9727, Loss: 0.0141
Epoch  59 Batch    3/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9727, Loss: 0.0181
Epoch  59 Batch    4/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9727, Loss: 0.0163
Epoch  59 Batch    5/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9727, Loss: 0.0207
Epoch  59 Batch    6/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9727, Loss: 0.0121
Epoch  59 Batch    7/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0127
Epoch  59 Batch    8/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9702, Loss: 0.0175
Epoch  59 Batch    9/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9656, Loss: 0.0154
Epoch  59 Batch   10/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9698, Loss: 0.0149
Epoch  59 Batch   11/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9698, Loss: 0.0216
Epoch  59 Batch   12/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9698, Loss: 0.0130
Epoch  59 Batch   13/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9698, Loss: 0.0219
Epoch  59 Batch   14/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9698, Loss: 0.0136
Epoch  59 Batch   15/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9723, Loss: 0.0148
Epoch  59 Batch   16/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9723, Loss: 0.0177
Epoch  59 Batch   17/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9691, Loss: 0.0133
Epoch  59 Batch   18/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0101
Epoch  59 Batch   19/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9695, Loss: 0.0137
Epoch  59 Batch   20/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9677, Loss: 0.0123
Epoch  59 Batch   21/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9677, Loss: 0.0156
Epoch  59 Batch   22/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9684, Loss: 0.0166
Epoch  59 Batch   23/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9659, Loss: 0.0138
Epoch  59 Batch   24/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9663, Loss: 0.0196
Epoch  59 Batch   25/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9588, Loss: 0.0090
Epoch  59 Batch   26/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9627, Loss: 0.0190
Epoch  59 Batch   27/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9641, Loss: 0.0140
Epoch  59 Batch   28/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9592, Loss: 0.0165
Epoch  59 Batch   29/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9567, Loss: 0.0157
Epoch  59 Batch   30/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9570, Loss: 0.0125
Epoch  59 Batch   31/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9648, Loss: 0.0153
Epoch  59 Batch   32/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9595, Loss: 0.0125
Epoch  59 Batch   33/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9638, Loss: 0.0100
Epoch  59 Batch   34/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9656, Loss: 0.0225
Epoch  59 Batch   35/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0205
Epoch  59 Batch   36/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0110
Epoch  59 Batch   37/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9588, Loss: 0.0190
Epoch  59 Batch   38/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9506, Loss: 0.0221
Epoch  59 Batch   39/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9556, Loss: 0.0147
Epoch  59 Batch   40/1077 - Train Accuracy: 0.9969, Validation Accuracy: 0.9577, Loss: 0.0115
Epoch  59 Batch   41/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9627, Loss: 0.0131
Epoch  59 Batch   42/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9677, Loss: 0.0206
Epoch  59 Batch   43/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9677, Loss: 0.0104
Epoch  59 Batch   44/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9634, Loss: 0.0091
Epoch  59 Batch   45/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9638, Loss: 0.0154
Epoch  59 Batch   46/1077 - Train Accuracy: 0.9601, Validation Accuracy: 0.9574, Loss: 0.0167
Epoch  59 Batch   47/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9620, Loss: 0.0153
Epoch  59 Batch   48/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9709, Loss: 0.0210
Epoch  59 Batch   49/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9709, Loss: 0.0235
Epoch  59 Batch   50/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  59 Batch   51/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9680, Loss: 0.0142
Epoch  59 Batch   52/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0156
Epoch  59 Batch   53/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0135
Epoch  59 Batch   54/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9592, Loss: 0.0247
Epoch  59 Batch   55/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9556, Loss: 0.0129
Epoch  59 Batch   56/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9549, Loss: 0.0117
Epoch  59 Batch   57/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9641, Loss: 0.0167
Epoch  59 Batch   58/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9641, Loss: 0.0159
Epoch  59 Batch   59/1077 - Train Accuracy: 0.9618, Validation Accuracy: 0.9595, Loss: 0.0187
Epoch  59 Batch   60/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9616, Loss: 0.0088
Epoch  59 Batch   61/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0111
Epoch  59 Batch   62/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9652, Loss: 0.0199
Epoch  59 Batch   63/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9677, Loss: 0.0120
Epoch  59 Batch   64/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9677, Loss: 0.0130
Epoch  59 Batch   65/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9677, Loss: 0.0106
Epoch  59 Batch   66/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9656, Loss: 0.0114
Epoch  59 Batch   67/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9705, Loss: 0.0158
Epoch  59 Batch   68/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9663, Loss: 0.0170
Epoch  59 Batch   69/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0221
Epoch  59 Batch   70/1077 - Train Accuracy: 0.9568, Validation Accuracy: 0.9592, Loss: 0.0226
Epoch  59 Batch   71/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9592, Loss: 0.0102
Epoch  59 Batch   72/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0146
Epoch  59 Batch   73/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9691, Loss: 0.0114
Epoch  59 Batch   74/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0134
Epoch  59 Batch   75/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9567, Loss: 0.0240
Epoch  59 Batch   76/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9542, Loss: 0.0142
Epoch  59 Batch   77/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9517, Loss: 0.0151
Epoch  59 Batch   78/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9513, Loss: 0.0136
Epoch  59 Batch   79/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9521, Loss: 0.0105
Epoch  59 Batch   80/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  59 Batch   81/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9570, Loss: 0.0100
Epoch  59 Batch   82/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9634, Loss: 0.0130
Epoch  59 Batch   83/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9624, Loss: 0.0117
Epoch  59 Batch   84/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9624, Loss: 0.0133
Epoch  59 Batch   85/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9624, Loss: 0.0117
Epoch  59 Batch   86/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9624, Loss: 0.0169
Epoch  59 Batch   87/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9684, Loss: 0.0187
Epoch  59 Batch   88/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9684, Loss: 0.0157
Epoch  59 Batch   89/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9684, Loss: 0.0120
Epoch  59 Batch   90/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9634, Loss: 0.0114
Epoch  59 Batch   91/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9570, Loss: 0.0121
Epoch  59 Batch   92/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9624, Loss: 0.0146
Epoch  59 Batch   93/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0112
Epoch  59 Batch   94/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9670, Loss: 0.0112
Epoch  59 Batch   95/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9616, Loss: 0.0131
Epoch  59 Batch   96/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9574, Loss: 0.0204
Epoch  59 Batch   97/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9577, Loss: 0.0167
Epoch  59 Batch   98/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9602, Loss: 0.0205
Epoch  59 Batch   99/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0145
Epoch  59 Batch  100/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9709, Loss: 0.0121
Epoch  59 Batch  101/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9702, Loss: 0.0160
Epoch  59 Batch  102/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9631, Loss: 0.0118
Epoch  59 Batch  103/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9631, Loss: 0.0213
Epoch  59 Batch  104/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9634, Loss: 0.0163
Epoch  59 Batch  105/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0148
Epoch  59 Batch  106/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9677, Loss: 0.0138
Epoch  59 Batch  107/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9677, Loss: 0.0149
Epoch  59 Batch  108/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9631, Loss: 0.0181
Epoch  59 Batch  109/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9631, Loss: 0.0126
Epoch  59 Batch  110/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0126
Epoch  59 Batch  111/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9684, Loss: 0.0113
Epoch  59 Batch  112/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9680, Loss: 0.0124
Epoch  59 Batch  113/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0192
Epoch  59 Batch  114/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9648, Loss: 0.0123
Epoch  59 Batch  115/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9659, Loss: 0.0142
Epoch  59 Batch  116/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9751, Loss: 0.0195
Epoch  59 Batch  117/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0116
Epoch  59 Batch  118/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9702, Loss: 0.0115
Epoch  59 Batch  119/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9656, Loss: 0.0088
Epoch  59 Batch  120/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9656, Loss: 0.0158
Epoch  59 Batch  121/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9755, Loss: 0.0205
Epoch  59 Batch  122/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9755, Loss: 0.0135
Epoch  59 Batch  123/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9709, Loss: 0.0111
Epoch  59 Batch  124/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9666, Loss: 0.0199
Epoch  59 Batch  125/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9755, Loss: 0.0225
Epoch  59 Batch  126/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9709, Loss: 0.0167
Epoch  59 Batch  127/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9709, Loss: 0.0159
Epoch  59 Batch  128/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9645, Loss: 0.0127
Epoch  59 Batch  129/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9638, Loss: 0.0168
Epoch  59 Batch  130/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9638, Loss: 0.0109
Epoch  59 Batch  131/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9588, Loss: 0.0118
Epoch  59 Batch  132/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9560, Loss: 0.0118
Epoch  59 Batch  133/1077 - Train Accuracy: 0.9893, Validation Accuracy: 0.9531, Loss: 0.0103
Epoch  59 Batch  134/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9478, Loss: 0.0119
Epoch  59 Batch  135/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9478, Loss: 0.0142
Epoch  59 Batch  136/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9542, Loss: 0.0114
Epoch  59 Batch  137/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9542, Loss: 0.0121
Epoch  59 Batch  138/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9595, Loss: 0.0164
Epoch  59 Batch  139/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9645, Loss: 0.0129
Epoch  59 Batch  140/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9645, Loss: 0.0128
Epoch  59 Batch  141/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9695, Loss: 0.0113
Epoch  59 Batch  142/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9741, Loss: 0.0148
Epoch  59 Batch  143/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9741, Loss: 0.0125
Epoch  59 Batch  144/1077 - Train Accuracy: 0.9757, Validation Accuracy: 0.9741, Loss: 0.0163
Epoch  59 Batch  145/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9641, Loss: 0.0111
Epoch  59 Batch  146/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9641, Loss: 0.0517
Epoch  59 Batch  147/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  59 Batch  148/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9670, Loss: 0.0195
Epoch  59 Batch  149/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0100
Epoch  59 Batch  150/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9666, Loss: 0.0137
Epoch  59 Batch  151/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9666, Loss: 0.0101
Epoch  59 Batch  152/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9663, Loss: 0.0187
Epoch  59 Batch  153/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9705, Loss: 0.0229
Epoch  59 Batch  154/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9684, Loss: 0.0119
Epoch  59 Batch  155/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9620, Loss: 0.0168
Epoch  59 Batch  156/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9624, Loss: 0.0122
Epoch  59 Batch  157/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9691, Loss: 0.0112
Epoch  59 Batch  158/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9648, Loss: 0.0142
Epoch  59 Batch  159/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0128
Epoch  59 Batch  160/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0107
Epoch  59 Batch  161/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9652, Loss: 0.0086
Epoch  59 Batch  162/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9609, Loss: 0.0123
Epoch  59 Batch  163/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9652, Loss: 0.0221
Epoch  59 Batch  164/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9680, Loss: 0.0132
Epoch  59 Batch  165/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9627, Loss: 0.0202
Epoch  59 Batch  166/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9627, Loss: 0.0135
Epoch  59 Batch  167/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9631, Loss: 0.0116
Epoch  59 Batch  168/1077 - Train Accuracy: 0.9544, Validation Accuracy: 0.9677, Loss: 0.0255
Epoch  59 Batch  169/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9730, Loss: 0.0119
Epoch  59 Batch  170/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  59 Batch  171/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9727, Loss: 0.0144
Epoch  59 Batch  172/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9727, Loss: 0.0097
Epoch  59 Batch  173/1077 - Train Accuracy: 0.9560, Validation Accuracy: 0.9723, Loss: 0.0165
Epoch  59 Batch  174/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9723, Loss: 0.0078
Epoch  59 Batch  175/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9677, Loss: 0.0174
Epoch  59 Batch  176/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9677, Loss: 0.0152
Epoch  59 Batch  177/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9698, Loss: 0.0127
Epoch  59 Batch  178/1077 - Train Accuracy: 0.9566, Validation Accuracy: 0.9698, Loss: 0.0139
Epoch  59 Batch  179/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9698, Loss: 0.0184
Epoch  59 Batch  180/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0122
Epoch  59 Batch  181/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9744, Loss: 0.0167
Epoch  59 Batch  182/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9744, Loss: 0.0227
Epoch  59 Batch  183/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9744, Loss: 0.0182
Epoch  59 Batch  184/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9741, Loss: 0.0145
Epoch  59 Batch  185/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9741, Loss: 0.0146
Epoch  59 Batch  186/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9741, Loss: 0.0157
Epoch  59 Batch  187/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9741, Loss: 0.0076
Epoch  59 Batch  188/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9741, Loss: 0.0167
Epoch  59 Batch  189/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9716, Loss: 0.0104
Epoch  59 Batch  190/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9691, Loss: 0.0149
Epoch  59 Batch  191/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9716, Loss: 0.0106
Epoch  59 Batch  192/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9691, Loss: 0.0119
Epoch  59 Batch  193/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9691, Loss: 0.0128
Epoch  59 Batch  194/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9741, Loss: 0.0105
Epoch  59 Batch  195/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9712, Loss: 0.0181
Epoch  59 Batch  196/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9716, Loss: 0.0092
Epoch  59 Batch  197/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9716, Loss: 0.0141
Epoch  59 Batch  198/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9716, Loss: 0.0153
Epoch  59 Batch  199/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9716, Loss: 0.0110
Epoch  59 Batch  200/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0125
Epoch  59 Batch  201/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9673, Loss: 0.0148
Epoch  59 Batch  202/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9670, Loss: 0.0122
Epoch  59 Batch  203/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9670, Loss: 0.0158
Epoch  59 Batch  204/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9670, Loss: 0.0335
Epoch  59 Batch  205/1077 - Train Accuracy: 0.9422, Validation Accuracy: 0.9695, Loss: 0.0222
Epoch  59 Batch  206/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9698, Loss: 0.0116
Epoch  59 Batch  207/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9698, Loss: 0.0124
Epoch  59 Batch  208/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9744, Loss: 0.0142
Epoch  59 Batch  209/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9719, Loss: 0.0101
Epoch  59 Batch  210/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9652, Loss: 0.0123
Epoch  59 Batch  211/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9652, Loss: 0.0115
Epoch  59 Batch  212/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9702, Loss: 0.0118
Epoch  59 Batch  213/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9702, Loss: 0.0111
Epoch  59 Batch  214/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9702, Loss: 0.0107
Epoch  59 Batch  215/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9652, Loss: 0.0169
Epoch  59 Batch  216/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9702, Loss: 0.0120
Epoch  59 Batch  217/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0097
Epoch  59 Batch  218/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9702, Loss: 0.0152
Epoch  59 Batch  219/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9702, Loss: 0.0096
Epoch  59 Batch  220/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9656, Loss: 0.0128
Epoch  59 Batch  221/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9684, Loss: 0.0127
Epoch  59 Batch  222/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9684, Loss: 0.0130
Epoch  59 Batch  223/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0113
Epoch  59 Batch  224/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9613, Loss: 0.0116
Epoch  59 Batch  225/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9613, Loss: 0.0178
Epoch  59 Batch  226/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9613, Loss: 0.0163
Epoch  59 Batch  227/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9727, Loss: 0.0179
Epoch  59 Batch  228/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9727, Loss: 0.0109
Epoch  59 Batch  229/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9734, Loss: 0.0134
Epoch  59 Batch  230/1077 - Train Accuracy: 0.9833, Validation Accuracy: 0.9730, Loss: 0.0143
Epoch  59 Batch  231/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9727, Loss: 0.0180
Epoch  59 Batch  232/1077 - Train Accuracy: 0.9864, Validation Accuracy: 0.9727, Loss: 0.0129
Epoch  59 Batch  233/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9727, Loss: 0.0181
Epoch  59 Batch  234/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9727, Loss: 0.0144
Epoch  59 Batch  235/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9727, Loss: 0.0199
Epoch  59 Batch  236/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9727, Loss: 0.0129
Epoch  59 Batch  237/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9727, Loss: 0.0129
Epoch  59 Batch  238/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9727, Loss: 0.0105
Epoch  59 Batch  239/1077 - Train Accuracy: 0.9967, Validation Accuracy: 0.9727, Loss: 0.0085
Epoch  59 Batch  240/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9680, Loss: 0.0092
Epoch  59 Batch  241/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9680, Loss: 0.0085
Epoch  59 Batch  242/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9659, Loss: 0.0115
Epoch  59 Batch  243/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9659, Loss: 0.0177
Epoch  59 Batch  244/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9709, Loss: 0.0127
Epoch  59 Batch  245/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0137
Epoch  59 Batch  246/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9659, Loss: 0.0159
Epoch  59 Batch  247/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9659, Loss: 0.0162
Epoch  59 Batch  248/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0118
Epoch  59 Batch  249/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9663, Loss: 0.0114
Epoch  59 Batch  250/1077 - Train Accuracy: 0.9670, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  59 Batch  251/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9659, Loss: 0.0172
Epoch  59 Batch  252/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9659, Loss: 0.0172
Epoch  59 Batch  253/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9659, Loss: 0.0160
Epoch  59 Batch  254/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9776, Loss: 0.0197
Epoch  59 Batch  255/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9748, Loss: 0.0117
Epoch  59 Batch  256/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9744, Loss: 0.0312
Epoch  59 Batch  257/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9744, Loss: 0.0113
Epoch  59 Batch  258/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9741, Loss: 0.0113
Epoch  59 Batch  259/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9744, Loss: 0.0141
Epoch  59 Batch  260/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9748, Loss: 0.0108
Epoch  59 Batch  261/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9748, Loss: 0.0150
Epoch  59 Batch  262/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9748, Loss: 0.0122
Epoch  59 Batch  263/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9748, Loss: 0.0093
Epoch  59 Batch  264/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9684, Loss: 0.0107
Epoch  59 Batch  265/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9688, Loss: 0.0102
Epoch  59 Batch  266/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9741, Loss: 0.0143
Epoch  59 Batch  267/1077 - Train Accuracy: 0.9954, Validation Accuracy: 0.9766, Loss: 0.0095
Epoch  59 Batch  268/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9766, Loss: 0.0194
Epoch  59 Batch  269/1077 - Train Accuracy: 0.9819, Validation Accuracy: 0.9670, Loss: 0.0156
Epoch  59 Batch  270/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9670, Loss: 0.0220
Epoch  59 Batch  271/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9627, Loss: 0.0182
Epoch  59 Batch  272/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9641, Loss: 0.0380
Epoch  59 Batch  273/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9688, Loss: 0.0102
Epoch  59 Batch  274/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9638, Loss: 0.0161
Epoch  59 Batch  275/1077 - Train Accuracy: 0.9907, Validation Accuracy: 0.9588, Loss: 0.0122
Epoch  59 Batch  276/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9585, Loss: 0.0252
Epoch  59 Batch  277/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9471, Loss: 0.0124
Epoch  59 Batch  278/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9513, Loss: 0.0147
Epoch  59 Batch  279/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9631, Loss: 0.0136
Epoch  59 Batch  280/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9631, Loss: 0.0176
Epoch  59 Batch  281/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0158
Epoch  59 Batch  282/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9670, Loss: 0.0177
Epoch  59 Batch  283/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9695, Loss: 0.0163
Epoch  59 Batch  284/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9695, Loss: 0.0136
Epoch  59 Batch  285/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9695, Loss: 0.0164
Epoch  59 Batch  286/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9652, Loss: 0.0130
Epoch  59 Batch  287/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9652, Loss: 0.0246
Epoch  59 Batch  288/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0187
Epoch  59 Batch  289/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9656, Loss: 0.0101
Epoch  59 Batch  290/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9656, Loss: 0.0229
Epoch  59 Batch  291/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9659, Loss: 0.0238
Epoch  59 Batch  292/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9680, Loss: 0.0142
Epoch  59 Batch  293/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9627, Loss: 0.0087
Epoch  59 Batch  294/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9556, Loss: 0.0156
Epoch  59 Batch  295/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9439, Loss: 0.0160
Epoch  59 Batch  296/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9439, Loss: 0.0139
Epoch  59 Batch  297/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9513, Loss: 0.0158
Epoch  59 Batch  298/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9567, Loss: 0.0187
Epoch  59 Batch  299/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9606, Loss: 0.0171
Epoch  59 Batch  300/1077 - Train Accuracy: 0.9889, Validation Accuracy: 0.9606, Loss: 0.0120
Epoch  59 Batch  301/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9638, Loss: 0.0130
Epoch  59 Batch  302/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0202
Epoch  59 Batch  303/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9592, Loss: 0.0165
Epoch  59 Batch  304/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9535, Loss: 0.0184
Epoch  59 Batch  305/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9517, Loss: 0.0130
Epoch  59 Batch  306/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9567, Loss: 0.0239
Epoch  59 Batch  307/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0140
Epoch  59 Batch  308/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9581, Loss: 0.0164
Epoch  59 Batch  309/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9673, Loss: 0.0157
Epoch  59 Batch  310/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9716, Loss: 0.0107
Epoch  59 Batch  311/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9741, Loss: 0.0122
Epoch  59 Batch  312/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9737, Loss: 0.0178
Epoch  59 Batch  313/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9723, Loss: 0.0109
Epoch  59 Batch  314/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9695, Loss: 0.0205
Epoch  59 Batch  315/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9695, Loss: 0.0168
Epoch  59 Batch  316/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9691, Loss: 0.0159
Epoch  59 Batch  317/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9688, Loss: 0.0145
Epoch  59 Batch  318/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9684, Loss: 0.0066
Epoch  59 Batch  319/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9688, Loss: 0.0143
Epoch  59 Batch  320/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9638, Loss: 0.0193
Epoch  59 Batch  321/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9688, Loss: 0.0137
Epoch  59 Batch  322/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9624, Loss: 0.0125
Epoch  59 Batch  323/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9656, Loss: 0.0139
Epoch  59 Batch  324/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9723, Loss: 0.0141
Epoch  59 Batch  325/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9585, Loss: 0.0142
Epoch  59 Batch  326/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9588, Loss: 0.0134
Epoch  59 Batch  327/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9638, Loss: 0.0199
Epoch  59 Batch  328/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9634, Loss: 0.0144
Epoch  59 Batch  329/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9634, Loss: 0.0138
Epoch  59 Batch  330/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9638, Loss: 0.0124
Epoch  59 Batch  331/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9638, Loss: 0.0123
Epoch  59 Batch  332/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9634, Loss: 0.0089
Epoch  59 Batch  333/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  59 Batch  334/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9634, Loss: 0.0121
Epoch  59 Batch  335/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9634, Loss: 0.0152
Epoch  59 Batch  336/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9588, Loss: 0.0492
Epoch  59 Batch  337/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9592, Loss: 0.0174
Epoch  59 Batch  338/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9592, Loss: 0.0220
Epoch  59 Batch  339/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9602, Loss: 0.0085
Epoch  59 Batch  340/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9648, Loss: 0.0158
Epoch  59 Batch  341/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9656, Loss: 0.0189
Epoch  59 Batch  342/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9698, Loss: 0.0090
Epoch  59 Batch  343/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9702, Loss: 0.0173
Epoch  59 Batch  344/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9599, Loss: 0.0218
Epoch  59 Batch  345/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9599, Loss: 0.0111
Epoch  59 Batch  346/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9624, Loss: 0.0140
Epoch  59 Batch  347/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9624, Loss: 0.0101
Epoch  59 Batch  348/1077 - Train Accuracy: 0.9788, Validation Accuracy: 0.9624, Loss: 0.0142
Epoch  59 Batch  349/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9563, Loss: 0.0173
Epoch  59 Batch  350/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9606, Loss: 0.0130
Epoch  59 Batch  351/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9506, Loss: 0.0136
Epoch  59 Batch  352/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9489, Loss: 0.0096
Epoch  59 Batch  353/1077 - Train Accuracy: 0.9572, Validation Accuracy: 0.9489, Loss: 0.0178
Epoch  59 Batch  354/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9513, Loss: 0.0146
Epoch  59 Batch  355/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9521, Loss: 0.0146
Epoch  59 Batch  356/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9521, Loss: 0.0123
Epoch  59 Batch  357/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9521, Loss: 0.0130
Epoch  59 Batch  358/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9595, Loss: 0.0184
Epoch  59 Batch  359/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9599, Loss: 0.0151
Epoch  59 Batch  360/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9499, Loss: 0.0142
Epoch  59 Batch  361/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9474, Loss: 0.0109
Epoch  59 Batch  362/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9474, Loss: 0.0149
Epoch  59 Batch  363/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9524, Loss: 0.0143
Epoch  59 Batch  364/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9521, Loss: 0.0193
Epoch  59 Batch  365/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9521, Loss: 0.0091
Epoch  59 Batch  366/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9524, Loss: 0.0118
Epoch  59 Batch  367/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9524, Loss: 0.0095
Epoch  59 Batch  368/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9524, Loss: 0.0149
Epoch  59 Batch  369/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9524, Loss: 0.0142
Epoch  59 Batch  370/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9609, Loss: 0.0134
Epoch  59 Batch  371/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0081
Epoch  59 Batch  372/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9659, Loss: 0.0105
Epoch  59 Batch  373/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9656, Loss: 0.0116
Epoch  59 Batch  374/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9606, Loss: 0.0143
Epoch  59 Batch  375/1077 - Train Accuracy: 0.9837, Validation Accuracy: 0.9613, Loss: 0.0124
Epoch  59 Batch  376/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9545, Loss: 0.0177
Epoch  59 Batch  377/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9670, Loss: 0.0117
Epoch  59 Batch  378/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0104
Epoch  59 Batch  379/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9574, Loss: 0.0186
Epoch  59 Batch  380/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0115
Epoch  59 Batch  381/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9641, Loss: 0.0149
Epoch  59 Batch  382/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9538, Loss: 0.0198
Epoch  59 Batch  383/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9492, Loss: 0.0143
Epoch  59 Batch  384/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9492, Loss: 0.0106
Epoch  59 Batch  385/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9492, Loss: 0.0104
Epoch  59 Batch  386/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9492, Loss: 0.0118
Epoch  59 Batch  387/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9492, Loss: 0.0132
Epoch  59 Batch  388/1077 - Train Accuracy: 0.9673, Validation Accuracy: 0.9545, Loss: 0.0236
Epoch  59 Batch  389/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9638, Loss: 0.0152
Epoch  59 Batch  390/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9684, Loss: 0.0216
Epoch  59 Batch  391/1077 - Train Accuracy: 0.9743, Validation Accuracy: 0.9659, Loss: 0.0120
Epoch  59 Batch  392/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9613, Loss: 0.0222
Epoch  59 Batch  393/1077 - Train Accuracy: 0.9647, Validation Accuracy: 0.9613, Loss: 0.0159
Epoch  59 Batch  394/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9609, Loss: 0.0138
Epoch  59 Batch  395/1077 - Train Accuracy: 0.9955, Validation Accuracy: 0.9606, Loss: 0.0152
Epoch  59 Batch  396/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9648, Loss: 0.0148
Epoch  59 Batch  397/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9634, Loss: 0.0175
Epoch  59 Batch  398/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9631, Loss: 0.0141
Epoch  59 Batch  399/1077 - Train Accuracy: 0.9527, Validation Accuracy: 0.9549, Loss: 0.0166
Epoch  59 Batch  400/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9503, Loss: 0.0139
Epoch  59 Batch  401/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9503, Loss: 0.0098
Epoch  59 Batch  402/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9602, Loss: 0.0135
Epoch  59 Batch  403/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9659, Loss: 0.0274
Epoch  59 Batch  404/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9631, Loss: 0.0161
Epoch  59 Batch  405/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9585, Loss: 0.0181
Epoch  59 Batch  406/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9585, Loss: 0.0162
Epoch  59 Batch  407/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0153
Epoch  59 Batch  408/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9556, Loss: 0.0174
Epoch  59 Batch  409/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9556, Loss: 0.0166
Epoch  59 Batch  410/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9560, Loss: 0.0304
Epoch  59 Batch  411/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9560, Loss: 0.0157
Epoch  59 Batch  412/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9563, Loss: 0.0138
Epoch  59 Batch  413/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9563, Loss: 0.0115
Epoch  59 Batch  414/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9570, Loss: 0.0126
Epoch  59 Batch  415/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9613, Loss: 0.0190
Epoch  59 Batch  416/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0116
Epoch  59 Batch  417/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9613, Loss: 0.0246
Epoch  59 Batch  418/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  59 Batch  419/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9677, Loss: 0.0169
Epoch  59 Batch  420/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9673, Loss: 0.0132
Epoch  59 Batch  421/1077 - Train Accuracy: 0.9523, Validation Accuracy: 0.9577, Loss: 0.0223
Epoch  59 Batch  422/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9581, Loss: 0.0104
Epoch  59 Batch  423/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9538, Loss: 0.0232
Epoch  59 Batch  424/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9588, Loss: 0.0132
Epoch  59 Batch  425/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9613, Loss: 0.0084
Epoch  59 Batch  426/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9656, Loss: 0.0159
Epoch  59 Batch  427/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9702, Loss: 0.0169
Epoch  59 Batch  428/1077 - Train Accuracy: 0.9892, Validation Accuracy: 0.9702, Loss: 0.0161
Epoch  59 Batch  429/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9680, Loss: 0.0073
Epoch  59 Batch  430/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9680, Loss: 0.0121
Epoch  59 Batch  431/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9680, Loss: 0.0107
Epoch  59 Batch  432/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9613, Loss: 0.0176
Epoch  59 Batch  433/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9613, Loss: 0.0173
Epoch  59 Batch  434/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9570, Loss: 0.0117
Epoch  59 Batch  435/1077 - Train Accuracy: 0.9873, Validation Accuracy: 0.9567, Loss: 0.0155
Epoch  59 Batch  436/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0157
Epoch  59 Batch  437/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9570, Loss: 0.0147
Epoch  59 Batch  438/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9567, Loss: 0.0105
Epoch  59 Batch  439/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9467, Loss: 0.0151
Epoch  59 Batch  440/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9467, Loss: 0.0166
Epoch  59 Batch  441/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9467, Loss: 0.0145
Epoch  59 Batch  442/1077 - Train Accuracy: 0.9501, Validation Accuracy: 0.9467, Loss: 0.0196
Epoch  59 Batch  443/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9482, Loss: 0.0145
Epoch  59 Batch  444/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0205
Epoch  59 Batch  445/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9609, Loss: 0.0159
Epoch  59 Batch  446/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9659, Loss: 0.0117
Epoch  59 Batch  447/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9663, Loss: 0.0122
Epoch  59 Batch  448/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9663, Loss: 0.0180
Epoch  59 Batch  449/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9577, Loss: 0.0203
Epoch  59 Batch  450/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9524, Loss: 0.0211
Epoch  59 Batch  451/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9521, Loss: 0.0130
Epoch  59 Batch  452/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9521, Loss: 0.0130
Epoch  59 Batch  453/1077 - Train Accuracy: 0.9665, Validation Accuracy: 0.9513, Loss: 0.0161
Epoch  59 Batch  454/1077 - Train Accuracy: 0.9492, Validation Accuracy: 0.9521, Loss: 0.0323
Epoch  59 Batch  455/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9499, Loss: 0.0176
Epoch  59 Batch  456/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9499, Loss: 0.0205
Epoch  59 Batch  457/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9453, Loss: 0.0126
Epoch  59 Batch  458/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9453, Loss: 0.0185
Epoch  59 Batch  459/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9496, Loss: 0.0131
Epoch  59 Batch  460/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9446, Loss: 0.0196
Epoch  59 Batch  461/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9492, Loss: 0.0159
Epoch  59 Batch  462/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9446, Loss: 0.0197
Epoch  59 Batch  463/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9535, Loss: 0.0139
Epoch  59 Batch  464/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9581, Loss: 0.0149
Epoch  59 Batch  465/1077 - Train Accuracy: 0.9692, Validation Accuracy: 0.9570, Loss: 0.0246
Epoch  59 Batch  466/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9570, Loss: 0.0136
Epoch  59 Batch  467/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9570, Loss: 0.0156
Epoch  59 Batch  468/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9613, Loss: 0.0099
Epoch  59 Batch  469/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9602, Loss: 0.0109
Epoch  59 Batch  470/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9648, Loss: 0.0171
Epoch  59 Batch  471/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9652, Loss: 0.0111
Epoch  59 Batch  472/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9663, Loss: 0.0141
Epoch  59 Batch  473/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9613, Loss: 0.0122
Epoch  59 Batch  474/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9616, Loss: 0.0140
Epoch  59 Batch  475/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9613, Loss: 0.0165
Epoch  59 Batch  476/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9613, Loss: 0.0128
Epoch  59 Batch  477/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0180
Epoch  59 Batch  478/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9592, Loss: 0.0183
Epoch  59 Batch  479/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9641, Loss: 0.0161
Epoch  59 Batch  480/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9634, Loss: 0.0159
Epoch  59 Batch  481/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0173
Epoch  59 Batch  482/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9585, Loss: 0.0153
Epoch  59 Batch  483/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9631, Loss: 0.0245
Epoch  59 Batch  484/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9656, Loss: 0.0153
Epoch  59 Batch  485/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9581, Loss: 0.0146
Epoch  59 Batch  486/1077 - Train Accuracy: 0.9856, Validation Accuracy: 0.9521, Loss: 0.0177
Epoch  59 Batch  487/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9521, Loss: 0.0118
Epoch  59 Batch  488/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9563, Loss: 0.0158
Epoch  59 Batch  489/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9567, Loss: 0.0131
Epoch  59 Batch  490/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9567, Loss: 0.0164
Epoch  59 Batch  491/1077 - Train Accuracy: 0.9480, Validation Accuracy: 0.9563, Loss: 0.0249
Epoch  59 Batch  492/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9563, Loss: 0.0205
Epoch  59 Batch  493/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9585, Loss: 0.0136
Epoch  59 Batch  494/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9538, Loss: 0.0158
Epoch  59 Batch  495/1077 - Train Accuracy: 0.9641, Validation Accuracy: 0.9542, Loss: 0.0164
Epoch  59 Batch  496/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9545, Loss: 0.0144
Epoch  59 Batch  497/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9542, Loss: 0.0191
Epoch  59 Batch  498/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9609, Loss: 0.0187
Epoch  59 Batch  499/1077 - Train Accuracy: 0.9911, Validation Accuracy: 0.9631, Loss: 0.0159
Epoch  59 Batch  500/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9585, Loss: 0.0106
Epoch  59 Batch  501/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0128
Epoch  59 Batch  502/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9680, Loss: 0.0203
Epoch  59 Batch  503/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9631, Loss: 0.0126
Epoch  59 Batch  504/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0117
Epoch  59 Batch  505/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9677, Loss: 0.0137
Epoch  59 Batch  506/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9656, Loss: 0.0253
Epoch  59 Batch  507/1077 - Train Accuracy: 0.9465, Validation Accuracy: 0.9659, Loss: 0.0196
Epoch  59 Batch  508/1077 - Train Accuracy: 0.9944, Validation Accuracy: 0.9730, Loss: 0.0098
Epoch  59 Batch  509/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9748, Loss: 0.0216
Epoch  59 Batch  510/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0114
Epoch  59 Batch  511/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9524, Loss: 0.0153
Epoch  59 Batch  512/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9428, Loss: 0.0102
Epoch  59 Batch  513/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9432, Loss: 0.0185
Epoch  59 Batch  514/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9432, Loss: 0.0170
Epoch  59 Batch  515/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9538, Loss: 0.0128
Epoch  59 Batch  516/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9581, Loss: 0.0127
Epoch  59 Batch  517/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9645, Loss: 0.0154
Epoch  59 Batch  518/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9595, Loss: 0.0153
Epoch  59 Batch  519/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9670, Loss: 0.0201
Epoch  59 Batch  520/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9670, Loss: 0.0123
Epoch  59 Batch  521/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9670, Loss: 0.0183
Epoch  59 Batch  522/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9577, Loss: 0.0230
Epoch  59 Batch  523/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0149
Epoch  59 Batch  524/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9631, Loss: 0.0184
Epoch  59 Batch  525/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9634, Loss: 0.0149
Epoch  59 Batch  526/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9631, Loss: 0.0158
Epoch  59 Batch  527/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9602, Loss: 0.0156
Epoch  59 Batch  528/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9553, Loss: 0.0136
Epoch  59 Batch  529/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9549, Loss: 0.0152
Epoch  59 Batch  530/1077 - Train Accuracy: 0.9535, Validation Accuracy: 0.9549, Loss: 0.0147
Epoch  59 Batch  531/1077 - Train Accuracy: 0.9449, Validation Accuracy: 0.9595, Loss: 0.0176
Epoch  59 Batch  532/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9648, Loss: 0.0259
Epoch  59 Batch  533/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9648, Loss: 0.0127
Epoch  59 Batch  534/1077 - Train Accuracy: 0.9565, Validation Accuracy: 0.9648, Loss: 0.0174
Epoch  59 Batch  535/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9652, Loss: 0.0151
Epoch  59 Batch  536/1077 - Train Accuracy: 0.9629, Validation Accuracy: 0.9652, Loss: 0.0177
Epoch  59 Batch  537/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9638, Loss: 0.0126
Epoch  59 Batch  538/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9645, Loss: 0.0159
Epoch  59 Batch  539/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9634, Loss: 0.0178
Epoch  59 Batch  540/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9634, Loss: 0.0094
Epoch  59 Batch  541/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9688, Loss: 0.0128
Epoch  59 Batch  542/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9691, Loss: 0.0198
Epoch  59 Batch  543/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9645, Loss: 0.0115
Epoch  59 Batch  544/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9616, Loss: 0.0106
Epoch  59 Batch  545/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9616, Loss: 0.0127
Epoch  59 Batch  546/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9613, Loss: 0.0162
Epoch  59 Batch  547/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9563, Loss: 0.0129
Epoch  59 Batch  548/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9609, Loss: 0.0179
Epoch  59 Batch  549/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9609, Loss: 0.0154
Epoch  59 Batch  550/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9609, Loss: 0.0125
Epoch  59 Batch  551/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9634, Loss: 0.0206
Epoch  59 Batch  552/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9585, Loss: 0.0176
Epoch  59 Batch  553/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9542, Loss: 0.0238
Epoch  59 Batch  554/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9542, Loss: 0.0134
Epoch  59 Batch  555/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9595, Loss: 0.0114
Epoch  59 Batch  556/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9595, Loss: 0.0109
Epoch  59 Batch  557/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0139
Epoch  59 Batch  558/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9577, Loss: 0.0121
Epoch  59 Batch  559/1077 - Train Accuracy: 0.9801, Validation Accuracy: 0.9574, Loss: 0.0154
Epoch  59 Batch  560/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9574, Loss: 0.0144
Epoch  59 Batch  561/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9599, Loss: 0.0139
Epoch  59 Batch  562/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9641, Loss: 0.0123
Epoch  59 Batch  563/1077 - Train Accuracy: 0.9637, Validation Accuracy: 0.9641, Loss: 0.0154
Epoch  59 Batch  564/1077 - Train Accuracy: 0.9708, Validation Accuracy: 0.9634, Loss: 0.0251
Epoch  59 Batch  565/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9634, Loss: 0.0232
Epoch  59 Batch  566/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  59 Batch  567/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9634, Loss: 0.0141
Epoch  59 Batch  568/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9680, Loss: 0.0127
Epoch  59 Batch  569/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0180
Epoch  59 Batch  570/1077 - Train Accuracy: 0.9655, Validation Accuracy: 0.9609, Loss: 0.0182
Epoch  59 Batch  571/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9609, Loss: 0.0133
Epoch  59 Batch  572/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9613, Loss: 0.0151
Epoch  59 Batch  573/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9613, Loss: 0.0202
Epoch  59 Batch  574/1077 - Train Accuracy: 0.9704, Validation Accuracy: 0.9609, Loss: 0.0170
Epoch  59 Batch  575/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9659, Loss: 0.0146
Epoch  59 Batch  576/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9709, Loss: 0.0111
Epoch  59 Batch  577/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9641, Loss: 0.0162
Epoch  59 Batch  578/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9691, Loss: 0.0136
Epoch  59 Batch  579/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0143
Epoch  59 Batch  580/1077 - Train Accuracy: 0.9732, Validation Accuracy: 0.9595, Loss: 0.0105
Epoch  59 Batch  581/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9595, Loss: 0.0105
Epoch  59 Batch  582/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9595, Loss: 0.0108
Epoch  59 Batch  583/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9542, Loss: 0.0165
Epoch  59 Batch  584/1077 - Train Accuracy: 0.9929, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  59 Batch  585/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9574, Loss: 0.0126
Epoch  59 Batch  586/1077 - Train Accuracy: 0.9683, Validation Accuracy: 0.9638, Loss: 0.0130
Epoch  59 Batch  587/1077 - Train Accuracy: 0.9628, Validation Accuracy: 0.9638, Loss: 0.0153
Epoch  59 Batch  588/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9680, Loss: 0.0108
Epoch  59 Batch  589/1077 - Train Accuracy: 0.9877, Validation Accuracy: 0.9680, Loss: 0.0105
Epoch  59 Batch  590/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9727, Loss: 0.0162
Epoch  59 Batch  591/1077 - Train Accuracy: 0.9787, Validation Accuracy: 0.9730, Loss: 0.0139
Epoch  59 Batch  592/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9677, Loss: 0.0103
Epoch  59 Batch  593/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9673, Loss: 0.0246
Epoch  59 Batch  594/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9695, Loss: 0.0195
Epoch  59 Batch  595/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9776, Loss: 0.0116
Epoch  59 Batch  596/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9776, Loss: 0.0120
Epoch  59 Batch  597/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9748, Loss: 0.0137
Epoch  59 Batch  598/1077 - Train Accuracy: 0.9528, Validation Accuracy: 0.9748, Loss: 0.0173
Epoch  59 Batch  599/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9773, Loss: 0.0221
Epoch  59 Batch  600/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9719, Loss: 0.0168
Epoch  59 Batch  601/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9730, Loss: 0.0147
Epoch  59 Batch  602/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9730, Loss: 0.0150
Epoch  59 Batch  603/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9730, Loss: 0.0149
Epoch  59 Batch  604/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0208
Epoch  59 Batch  605/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9705, Loss: 0.0191
Epoch  59 Batch  606/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9705, Loss: 0.0113
Epoch  59 Batch  607/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9705, Loss: 0.0223
Epoch  59 Batch  608/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9705, Loss: 0.0238
Epoch  59 Batch  609/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9705, Loss: 0.0184
Epoch  59 Batch  610/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9705, Loss: 0.0174
Epoch  59 Batch  611/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  59 Batch  612/1077 - Train Accuracy: 0.9933, Validation Accuracy: 0.9705, Loss: 0.0163
Epoch  59 Batch  613/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9634, Loss: 0.0168
Epoch  59 Batch  614/1077 - Train Accuracy: 0.9624, Validation Accuracy: 0.9634, Loss: 0.0140
Epoch  59 Batch  615/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9631, Loss: 0.0097
Epoch  59 Batch  616/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9631, Loss: 0.0151
Epoch  59 Batch  617/1077 - Train Accuracy: 0.9747, Validation Accuracy: 0.9631, Loss: 0.0117
Epoch  59 Batch  618/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9585, Loss: 0.0158
Epoch  59 Batch  619/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9585, Loss: 0.0099
Epoch  59 Batch  620/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9585, Loss: 0.0126
Epoch  59 Batch  621/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9585, Loss: 0.0148
Epoch  59 Batch  622/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9560, Loss: 0.0174
Epoch  59 Batch  623/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9560, Loss: 0.0201
Epoch  59 Batch  624/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9592, Loss: 0.0190
Epoch  59 Batch  625/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9592, Loss: 0.0152
Epoch  59 Batch  626/1077 - Train Accuracy: 0.9567, Validation Accuracy: 0.9592, Loss: 0.0157
Epoch  59 Batch  627/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9638, Loss: 0.0149
Epoch  59 Batch  628/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9659, Loss: 0.0200
Epoch  59 Batch  629/1077 - Train Accuracy: 0.9811, Validation Accuracy: 0.9634, Loss: 0.0168
Epoch  59 Batch  630/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9588, Loss: 0.0158
Epoch  59 Batch  631/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9592, Loss: 0.0232
Epoch  59 Batch  632/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9705, Loss: 0.0123
Epoch  59 Batch  633/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9673, Loss: 0.0145
Epoch  59 Batch  634/1077 - Train Accuracy: 0.9583, Validation Accuracy: 0.9673, Loss: 0.0120
Epoch  59 Batch  635/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9673, Loss: 0.0184
Epoch  59 Batch  636/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9673, Loss: 0.0137
Epoch  59 Batch  637/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9698, Loss: 0.0173
Epoch  59 Batch  638/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9698, Loss: 0.0164
Epoch  59 Batch  639/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9698, Loss: 0.0178
Epoch  59 Batch  640/1077 - Train Accuracy: 0.9896, Validation Accuracy: 0.9698, Loss: 0.0116
Epoch  59 Batch  641/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9652, Loss: 0.0165
Epoch  59 Batch  642/1077 - Train Accuracy: 0.9948, Validation Accuracy: 0.9652, Loss: 0.0108
Epoch  59 Batch  643/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9698, Loss: 0.0106
Epoch  59 Batch  644/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9698, Loss: 0.0124
Epoch  59 Batch  645/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9698, Loss: 0.0192
Epoch  59 Batch  646/1077 - Train Accuracy: 0.9818, Validation Accuracy: 0.9702, Loss: 0.0137
Epoch  59 Batch  647/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9702, Loss: 0.0193
Epoch  59 Batch  648/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9702, Loss: 0.0112
Epoch  59 Batch  649/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9698, Loss: 0.0118
Epoch  59 Batch  650/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9698, Loss: 0.0166
Epoch  59 Batch  651/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9645, Loss: 0.0165
Epoch  59 Batch  652/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9677, Loss: 0.0178
Epoch  59 Batch  653/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9581, Loss: 0.0192
Epoch  59 Batch  654/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9620, Loss: 0.0148
Epoch  59 Batch  655/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9620, Loss: 0.0181
Epoch  59 Batch  656/1077 - Train Accuracy: 0.9664, Validation Accuracy: 0.9627, Loss: 0.0199
Epoch  59 Batch  657/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9652, Loss: 0.0161
Epoch  59 Batch  658/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9560, Loss: 0.0091
Epoch  59 Batch  659/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9478, Loss: 0.0120
Epoch  59 Batch  660/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9425, Loss: 0.0131
Epoch  59 Batch  661/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9482, Loss: 0.0147
Epoch  59 Batch  662/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9528, Loss: 0.0136
Epoch  59 Batch  663/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9695, Loss: 0.0136
Epoch  59 Batch  664/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9645, Loss: 0.0140
Epoch  59 Batch  665/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9631, Loss: 0.0113
Epoch  59 Batch  666/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9585, Loss: 0.0156
Epoch  59 Batch  667/1077 - Train Accuracy: 0.9659, Validation Accuracy: 0.9585, Loss: 0.0155
Epoch  59 Batch  668/1077 - Train Accuracy: 0.9714, Validation Accuracy: 0.9585, Loss: 0.0112
Epoch  59 Batch  669/1077 - Train Accuracy: 0.9953, Validation Accuracy: 0.9538, Loss: 0.0087
Epoch  59 Batch  670/1077 - Train Accuracy: 0.9865, Validation Accuracy: 0.9585, Loss: 0.0115
Epoch  59 Batch  671/1077 - Train Accuracy: 0.9638, Validation Accuracy: 0.9521, Loss: 0.0174
Epoch  59 Batch  672/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9524, Loss: 0.0131
Epoch  59 Batch  673/1077 - Train Accuracy: 0.9676, Validation Accuracy: 0.9524, Loss: 0.0171
Epoch  59 Batch  674/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9524, Loss: 0.0140
Epoch  59 Batch  675/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9524, Loss: 0.0204
Epoch  59 Batch  676/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9574, Loss: 0.0130
Epoch  59 Batch  677/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0122
Epoch  59 Batch  678/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9624, Loss: 0.0098
Epoch  59 Batch  679/1077 - Train Accuracy: 0.9868, Validation Accuracy: 0.9599, Loss: 0.0092
Epoch  59 Batch  680/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9620, Loss: 0.0190
Epoch  59 Batch  681/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9570, Loss: 0.0156
Epoch  59 Batch  682/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9570, Loss: 0.0133
Epoch  59 Batch  683/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9634, Loss: 0.0110
Epoch  59 Batch  684/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9638, Loss: 0.0136
Epoch  59 Batch  685/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9634, Loss: 0.0202
Epoch  59 Batch  686/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9684, Loss: 0.0096
Epoch  59 Batch  687/1077 - Train Accuracy: 0.9898, Validation Accuracy: 0.9684, Loss: 0.0124
Epoch  59 Batch  688/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9680, Loss: 0.0129
Epoch  59 Batch  689/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9677, Loss: 0.0071
Epoch  59 Batch  690/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9677, Loss: 0.0158
Epoch  59 Batch  691/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9638, Loss: 0.0129
Epoch  59 Batch  692/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9613, Loss: 0.0149
Epoch  59 Batch  693/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9659, Loss: 0.0214
Epoch  59 Batch  694/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9709, Loss: 0.0114
Epoch  59 Batch  695/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9709, Loss: 0.0179
Epoch  59 Batch  696/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9684, Loss: 0.0149
Epoch  59 Batch  697/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9727, Loss: 0.0164
Epoch  59 Batch  698/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9723, Loss: 0.0117
Epoch  59 Batch  699/1077 - Train Accuracy: 0.9831, Validation Accuracy: 0.9723, Loss: 0.0124
Epoch  59 Batch  700/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9723, Loss: 0.0114
Epoch  59 Batch  701/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9723, Loss: 0.0122
Epoch  59 Batch  702/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9723, Loss: 0.0189
Epoch  59 Batch  703/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9723, Loss: 0.0128
Epoch  59 Batch  704/1077 - Train Accuracy: 0.9539, Validation Accuracy: 0.9656, Loss: 0.0192
Epoch  59 Batch  705/1077 - Train Accuracy: 0.9675, Validation Accuracy: 0.9702, Loss: 0.0221
Epoch  59 Batch  706/1077 - Train Accuracy: 0.9487, Validation Accuracy: 0.9705, Loss: 0.0358
Epoch  59 Batch  707/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9666, Loss: 0.0151
Epoch  59 Batch  708/1077 - Train Accuracy: 0.9910, Validation Accuracy: 0.9666, Loss: 0.0107
Epoch  59 Batch  709/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9663, Loss: 0.0149
Epoch  59 Batch  710/1077 - Train Accuracy: 0.9879, Validation Accuracy: 0.9563, Loss: 0.0089
Epoch  59 Batch  711/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9513, Loss: 0.0183
Epoch  59 Batch  712/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9513, Loss: 0.0109
Epoch  59 Batch  713/1077 - Train Accuracy: 0.9776, Validation Accuracy: 0.9616, Loss: 0.0139
Epoch  59 Batch  714/1077 - Train Accuracy: 0.9810, Validation Accuracy: 0.9616, Loss: 0.0169
Epoch  59 Batch  715/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9567, Loss: 0.0146
Epoch  59 Batch  716/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9553, Loss: 0.0123
Epoch  59 Batch  717/1077 - Train Accuracy: 0.9926, Validation Accuracy: 0.9503, Loss: 0.0096
Epoch  59 Batch  718/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9496, Loss: 0.0169
Epoch  59 Batch  719/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0134
Epoch  59 Batch  720/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9545, Loss: 0.0157
Epoch  59 Batch  721/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9496, Loss: 0.0125
Epoch  59 Batch  722/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9556, Loss: 0.0095
Epoch  59 Batch  723/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9553, Loss: 0.0121
Epoch  59 Batch  724/1077 - Train Accuracy: 0.9753, Validation Accuracy: 0.9553, Loss: 0.0150
Epoch  59 Batch  725/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9602, Loss: 0.0115
Epoch  59 Batch  726/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9602, Loss: 0.0089
Epoch  59 Batch  727/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9602, Loss: 0.0138
Epoch  59 Batch  728/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9666, Loss: 0.0167
Epoch  59 Batch  729/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9666, Loss: 0.0165
Epoch  59 Batch  730/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9666, Loss: 0.0210
Epoch  59 Batch  731/1077 - Train Accuracy: 0.9784, Validation Accuracy: 0.9627, Loss: 0.0121
Epoch  59 Batch  732/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9670, Loss: 0.0174
Epoch  59 Batch  733/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9670, Loss: 0.0161
Epoch  59 Batch  734/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9670, Loss: 0.0124
Epoch  59 Batch  735/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9627, Loss: 0.0108
Epoch  59 Batch  736/1077 - Train Accuracy: 0.9745, Validation Accuracy: 0.9680, Loss: 0.0108
Epoch  59 Batch  737/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9627, Loss: 0.0159
Epoch  59 Batch  738/1077 - Train Accuracy: 0.9899, Validation Accuracy: 0.9627, Loss: 0.0109
Epoch  59 Batch  739/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9531, Loss: 0.0144
Epoch  59 Batch  740/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9574, Loss: 0.0129
Epoch  59 Batch  741/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9627, Loss: 0.0223
Epoch  59 Batch  742/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9627, Loss: 0.0120
Epoch  59 Batch  743/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9627, Loss: 0.0157
Epoch  59 Batch  744/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9663, Loss: 0.0155
Epoch  59 Batch  745/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9663, Loss: 0.0159
Epoch  59 Batch  746/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9709, Loss: 0.0126
Epoch  59 Batch  747/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9705, Loss: 0.0117
Epoch  59 Batch  748/1077 - Train Accuracy: 0.9738, Validation Accuracy: 0.9656, Loss: 0.0101
Epoch  59 Batch  749/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9656, Loss: 0.0098
Epoch  59 Batch  750/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9656, Loss: 0.0105
Epoch  59 Batch  751/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9663, Loss: 0.0109
Epoch  59 Batch  752/1077 - Train Accuracy: 0.9554, Validation Accuracy: 0.9641, Loss: 0.0146
Epoch  59 Batch  753/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9641, Loss: 0.0126
Epoch  59 Batch  754/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9631, Loss: 0.0150
Epoch  59 Batch  755/1077 - Train Accuracy: 0.9906, Validation Accuracy: 0.9684, Loss: 0.0151
Epoch  59 Batch  756/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9709, Loss: 0.0133
Epoch  59 Batch  757/1077 - Train Accuracy: 0.9720, Validation Accuracy: 0.9656, Loss: 0.0149
Epoch  59 Batch  758/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9677, Loss: 0.0122
Epoch  59 Batch  759/1077 - Train Accuracy: 0.9829, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  59 Batch  760/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9673, Loss: 0.0140
Epoch  59 Batch  761/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9673, Loss: 0.0167
Epoch  59 Batch  762/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0121
Epoch  59 Batch  763/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9673, Loss: 0.0164
Epoch  59 Batch  764/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9673, Loss: 0.0127
Epoch  59 Batch  765/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9677, Loss: 0.0165
Epoch  59 Batch  766/1077 - Train Accuracy: 0.9711, Validation Accuracy: 0.9727, Loss: 0.0174
Epoch  59 Batch  767/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9709, Loss: 0.0175
Epoch  59 Batch  768/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0137
Epoch  59 Batch  769/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9663, Loss: 0.0131
Epoch  59 Batch  770/1077 - Train Accuracy: 0.9717, Validation Accuracy: 0.9613, Loss: 0.0164
Epoch  59 Batch  771/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9602, Loss: 0.0109
Epoch  59 Batch  772/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9599, Loss: 0.0167
Epoch  59 Batch  773/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9599, Loss: 0.0083
Epoch  59 Batch  774/1077 - Train Accuracy: 0.9977, Validation Accuracy: 0.9645, Loss: 0.0113
Epoch  59 Batch  775/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9645, Loss: 0.0157
Epoch  59 Batch  776/1077 - Train Accuracy: 0.9715, Validation Accuracy: 0.9599, Loss: 0.0144
Epoch  59 Batch  777/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9652, Loss: 0.0124
Epoch  59 Batch  778/1077 - Train Accuracy: 0.9472, Validation Accuracy: 0.9730, Loss: 0.0158
Epoch  59 Batch  779/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9730, Loss: 0.0120
Epoch  59 Batch  780/1077 - Train Accuracy: 0.9703, Validation Accuracy: 0.9684, Loss: 0.0217
Epoch  59 Batch  781/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9684, Loss: 0.0108
Epoch  59 Batch  782/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9684, Loss: 0.0150
Epoch  59 Batch  783/1077 - Train Accuracy: 0.9650, Validation Accuracy: 0.9684, Loss: 0.0191
Epoch  59 Batch  784/1077 - Train Accuracy: 0.9871, Validation Accuracy: 0.9634, Loss: 0.0096
Epoch  59 Batch  785/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9631, Loss: 0.0099
Epoch  59 Batch  786/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9627, Loss: 0.0108
Epoch  59 Batch  787/1077 - Train Accuracy: 0.9847, Validation Accuracy: 0.9656, Loss: 0.0124
Epoch  59 Batch  788/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9656, Loss: 0.0141
Epoch  59 Batch  789/1077 - Train Accuracy: 0.9794, Validation Accuracy: 0.9606, Loss: 0.0137
Epoch  59 Batch  790/1077 - Train Accuracy: 0.9707, Validation Accuracy: 0.9595, Loss: 0.0182
Epoch  59 Batch  791/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9592, Loss: 0.0142
Epoch  59 Batch  792/1077 - Train Accuracy: 0.9809, Validation Accuracy: 0.9545, Loss: 0.0140
Epoch  59 Batch  793/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9545, Loss: 0.0156
Epoch  59 Batch  794/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9553, Loss: 0.0101
Epoch  59 Batch  795/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9503, Loss: 0.0172
Epoch  59 Batch  796/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9553, Loss: 0.0154
Epoch  59 Batch  797/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9553, Loss: 0.0155
Epoch  59 Batch  798/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9602, Loss: 0.0166
Epoch  59 Batch  799/1077 - Train Accuracy: 0.9520, Validation Accuracy: 0.9652, Loss: 0.0209
Epoch  59 Batch  800/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9656, Loss: 0.0110
Epoch  59 Batch  801/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9606, Loss: 0.0132
Epoch  59 Batch  802/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0196
Epoch  59 Batch  803/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9567, Loss: 0.0132
Epoch  59 Batch  804/1077 - Train Accuracy: 0.9902, Validation Accuracy: 0.9567, Loss: 0.0086
Epoch  59 Batch  805/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9549, Loss: 0.0139
Epoch  59 Batch  806/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0112
Epoch  59 Batch  807/1077 - Train Accuracy: 0.9984, Validation Accuracy: 0.9556, Loss: 0.0109
Epoch  59 Batch  808/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9599, Loss: 0.0240
Epoch  59 Batch  809/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9648, Loss: 0.0284
Epoch  59 Batch  810/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9645, Loss: 0.0130
Epoch  59 Batch  811/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9641, Loss: 0.0153
Epoch  59 Batch  812/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9638, Loss: 0.0139
Epoch  59 Batch  813/1077 - Train Accuracy: 0.9751, Validation Accuracy: 0.9638, Loss: 0.0124
Epoch  59 Batch  814/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9588, Loss: 0.0170
Epoch  59 Batch  815/1077 - Train Accuracy: 0.9680, Validation Accuracy: 0.9588, Loss: 0.0165
Epoch  59 Batch  816/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9691, Loss: 0.0122
Epoch  59 Batch  817/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9759, Loss: 0.0152
Epoch  59 Batch  818/1077 - Train Accuracy: 0.9598, Validation Accuracy: 0.9705, Loss: 0.0210
Epoch  59 Batch  819/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9648, Loss: 0.0145
Epoch  59 Batch  820/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9645, Loss: 0.0125
Epoch  59 Batch  821/1077 - Train Accuracy: 0.9883, Validation Accuracy: 0.9613, Loss: 0.0166
Epoch  59 Batch  822/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9613, Loss: 0.0100
Epoch  59 Batch  823/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9613, Loss: 0.0170
Epoch  59 Batch  824/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9613, Loss: 0.0211
Epoch  59 Batch  825/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9581, Loss: 0.0103
Epoch  59 Batch  826/1077 - Train Accuracy: 0.9859, Validation Accuracy: 0.9581, Loss: 0.0152
Epoch  59 Batch  827/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9556, Loss: 0.0179
Epoch  59 Batch  828/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9634, Loss: 0.0101
Epoch  59 Batch  829/1077 - Train Accuracy: 0.9633, Validation Accuracy: 0.9592, Loss: 0.0180
Epoch  59 Batch  830/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9595, Loss: 0.0209
Epoch  59 Batch  831/1077 - Train Accuracy: 0.9605, Validation Accuracy: 0.9691, Loss: 0.0152
Epoch  59 Batch  832/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9695, Loss: 0.0105
Epoch  59 Batch  833/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9695, Loss: 0.0154
Epoch  59 Batch  834/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9727, Loss: 0.0145
Epoch  59 Batch  835/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9794, Loss: 0.0117
Epoch  59 Batch  836/1077 - Train Accuracy: 0.9897, Validation Accuracy: 0.9805, Loss: 0.0130
Epoch  59 Batch  837/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9805, Loss: 0.0202
Epoch  59 Batch  838/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9759, Loss: 0.0154
Epoch  59 Batch  839/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9709, Loss: 0.0103
Epoch  59 Batch  840/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9705, Loss: 0.0179
Epoch  59 Batch  841/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9663, Loss: 0.0248
Epoch  59 Batch  842/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9624, Loss: 0.0129
Epoch  59 Batch  843/1077 - Train Accuracy: 0.9862, Validation Accuracy: 0.9560, Loss: 0.0120
Epoch  59 Batch  844/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9684, Loss: 0.0131
Epoch  59 Batch  845/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9684, Loss: 0.0120
Epoch  59 Batch  846/1077 - Train Accuracy: 0.9473, Validation Accuracy: 0.9727, Loss: 0.0212
Epoch  59 Batch  847/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9812, Loss: 0.0194
Epoch  59 Batch  848/1077 - Train Accuracy: 0.9934, Validation Accuracy: 0.9833, Loss: 0.0152
Epoch  59 Batch  849/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9787, Loss: 0.0080
Epoch  59 Batch  850/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9783, Loss: 0.0214
Epoch  59 Batch  851/1077 - Train Accuracy: 0.9885, Validation Accuracy: 0.9780, Loss: 0.0252
Epoch  59 Batch  852/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9751, Loss: 0.0164
Epoch  59 Batch  853/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9719, Loss: 0.0187
Epoch  59 Batch  854/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9719, Loss: 0.0145
Epoch  59 Batch  855/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9723, Loss: 0.0156
Epoch  59 Batch  856/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9698, Loss: 0.0148
Epoch  59 Batch  857/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9698, Loss: 0.0104
Epoch  59 Batch  858/1077 - Train Accuracy: 0.9940, Validation Accuracy: 0.9741, Loss: 0.0106
Epoch  59 Batch  859/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9769, Loss: 0.0121
Epoch  59 Batch  860/1077 - Train Accuracy: 0.9792, Validation Accuracy: 0.9769, Loss: 0.0160
Epoch  59 Batch  861/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9769, Loss: 0.0111
Epoch  59 Batch  862/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9741, Loss: 0.0154
Epoch  59 Batch  863/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9677, Loss: 0.0153
Epoch  59 Batch  864/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9680, Loss: 0.0166
Epoch  59 Batch  865/1077 - Train Accuracy: 0.9790, Validation Accuracy: 0.9680, Loss: 0.0179
Epoch  59 Batch  866/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9634, Loss: 0.0187
Epoch  59 Batch  867/1077 - Train Accuracy: 0.9559, Validation Accuracy: 0.9702, Loss: 0.0437
Epoch  59 Batch  868/1077 - Train Accuracy: 0.9832, Validation Accuracy: 0.9702, Loss: 0.0165
Epoch  59 Batch  869/1077 - Train Accuracy: 0.9797, Validation Accuracy: 0.9702, Loss: 0.0108
Epoch  59 Batch  870/1077 - Train Accuracy: 0.9700, Validation Accuracy: 0.9677, Loss: 0.0139
Epoch  59 Batch  871/1077 - Train Accuracy: 0.9547, Validation Accuracy: 0.9677, Loss: 0.0164
Epoch  59 Batch  872/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9727, Loss: 0.0137
Epoch  59 Batch  873/1077 - Train Accuracy: 0.9785, Validation Accuracy: 0.9656, Loss: 0.0134
Epoch  59 Batch  874/1077 - Train Accuracy: 0.9543, Validation Accuracy: 0.9659, Loss: 0.0162
Epoch  59 Batch  875/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9656, Loss: 0.0129
Epoch  59 Batch  876/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9677, Loss: 0.0131
Epoch  59 Batch  877/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9677, Loss: 0.0106
Epoch  59 Batch  878/1077 - Train Accuracy: 0.9746, Validation Accuracy: 0.9727, Loss: 0.0098
Epoch  59 Batch  879/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9723, Loss: 0.0096
Epoch  59 Batch  880/1077 - Train Accuracy: 0.9863, Validation Accuracy: 0.9723, Loss: 0.0156
Epoch  59 Batch  881/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9709, Loss: 0.0167
Epoch  59 Batch  882/1077 - Train Accuracy: 0.9828, Validation Accuracy: 0.9709, Loss: 0.0154
Epoch  59 Batch  883/1077 - Train Accuracy: 0.9593, Validation Accuracy: 0.9709, Loss: 0.0185
Epoch  59 Batch  884/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9712, Loss: 0.0134
Epoch  59 Batch  885/1077 - Train Accuracy: 0.9904, Validation Accuracy: 0.9716, Loss: 0.0084
Epoch  59 Batch  886/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9716, Loss: 0.0181
Epoch  59 Batch  887/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9716, Loss: 0.0157
Epoch  59 Batch  888/1077 - Train Accuracy: 0.9702, Validation Accuracy: 0.9666, Loss: 0.0162
Epoch  59 Batch  889/1077 - Train Accuracy: 0.9586, Validation Accuracy: 0.9670, Loss: 0.0160
Epoch  59 Batch  890/1077 - Train Accuracy: 0.9658, Validation Accuracy: 0.9634, Loss: 0.0158
Epoch  59 Batch  891/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9648, Loss: 0.0166
Epoch  59 Batch  892/1077 - Train Accuracy: 0.9672, Validation Accuracy: 0.9631, Loss: 0.0126
Epoch  59 Batch  893/1077 - Train Accuracy: 0.9648, Validation Accuracy: 0.9634, Loss: 0.0149
Epoch  59 Batch  894/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9592, Loss: 0.0135
Epoch  59 Batch  895/1077 - Train Accuracy: 0.9668, Validation Accuracy: 0.9641, Loss: 0.0111
Epoch  59 Batch  896/1077 - Train Accuracy: 0.9733, Validation Accuracy: 0.9592, Loss: 0.0162
Epoch  59 Batch  897/1077 - Train Accuracy: 0.9695, Validation Accuracy: 0.9638, Loss: 0.0143
Epoch  59 Batch  898/1077 - Train Accuracy: 0.9643, Validation Accuracy: 0.9702, Loss: 0.0166
Epoch  59 Batch  899/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9702, Loss: 0.0172
Epoch  59 Batch  900/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9702, Loss: 0.0163
Epoch  59 Batch  901/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0264
Epoch  59 Batch  902/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9705, Loss: 0.0182
Epoch  59 Batch  903/1077 - Train Accuracy: 0.9590, Validation Accuracy: 0.9755, Loss: 0.0153
Epoch  59 Batch  904/1077 - Train Accuracy: 0.9621, Validation Accuracy: 0.9755, Loss: 0.0175
Epoch  59 Batch  905/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9755, Loss: 0.0170
Epoch  59 Batch  906/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9755, Loss: 0.0116
Epoch  59 Batch  907/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9755, Loss: 0.0159
Epoch  59 Batch  908/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9755, Loss: 0.0137
Epoch  59 Batch  909/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9759, Loss: 0.0186
Epoch  59 Batch  910/1077 - Train Accuracy: 0.9576, Validation Accuracy: 0.9759, Loss: 0.0181
Epoch  59 Batch  911/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9755, Loss: 0.0184
Epoch  59 Batch  912/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9751, Loss: 0.0142
Epoch  59 Batch  913/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9769, Loss: 0.0176
Epoch  59 Batch  914/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9719, Loss: 0.0424
Epoch  59 Batch  915/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9719, Loss: 0.0136
Epoch  59 Batch  916/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9719, Loss: 0.0105
Epoch  59 Batch  917/1077 - Train Accuracy: 0.9691, Validation Accuracy: 0.9670, Loss: 0.0155
Epoch  59 Batch  918/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9670, Loss: 0.0113
Epoch  59 Batch  919/1077 - Train Accuracy: 0.9774, Validation Accuracy: 0.9624, Loss: 0.0109
Epoch  59 Batch  920/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9677, Loss: 0.0110
Epoch  59 Batch  921/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9677, Loss: 0.0157
Epoch  59 Batch  922/1077 - Train Accuracy: 0.9706, Validation Accuracy: 0.9723, Loss: 0.0152
Epoch  59 Batch  923/1077 - Train Accuracy: 0.9942, Validation Accuracy: 0.9695, Loss: 0.0106
Epoch  59 Batch  924/1077 - Train Accuracy: 0.9827, Validation Accuracy: 0.9695, Loss: 0.0207
Epoch  59 Batch  925/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9698, Loss: 0.0104
Epoch  59 Batch  926/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9698, Loss: 0.0120
Epoch  59 Batch  927/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9688, Loss: 0.0239
Epoch  59 Batch  928/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9688, Loss: 0.0133
Epoch  59 Batch  929/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9641, Loss: 0.0119
Epoch  59 Batch  930/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9688, Loss: 0.0104
Epoch  59 Batch  931/1077 - Train Accuracy: 0.9922, Validation Accuracy: 0.9666, Loss: 0.0131
Epoch  59 Batch  932/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9666, Loss: 0.0124
Epoch  59 Batch  933/1077 - Train Accuracy: 0.9613, Validation Accuracy: 0.9666, Loss: 0.0159
Epoch  59 Batch  934/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9666, Loss: 0.0132
Epoch  59 Batch  935/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9666, Loss: 0.0110
Epoch  59 Batch  936/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9695, Loss: 0.0163
Epoch  59 Batch  937/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9744, Loss: 0.0177
Epoch  59 Batch  938/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9748, Loss: 0.0189
Epoch  59 Batch  939/1077 - Train Accuracy: 0.9531, Validation Accuracy: 0.9748, Loss: 0.0175
Epoch  59 Batch  940/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9684, Loss: 0.0160
Epoch  59 Batch  941/1077 - Train Accuracy: 0.9903, Validation Accuracy: 0.9684, Loss: 0.0136
Epoch  59 Batch  942/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9783, Loss: 0.0229
Epoch  59 Batch  943/1077 - Train Accuracy: 0.9961, Validation Accuracy: 0.9798, Loss: 0.0090
Epoch  59 Batch  944/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9705, Loss: 0.0145
Epoch  59 Batch  945/1077 - Train Accuracy: 0.9988, Validation Accuracy: 0.9705, Loss: 0.0092
Epoch  59 Batch  946/1077 - Train Accuracy: 0.9938, Validation Accuracy: 0.9688, Loss: 0.0097
Epoch  59 Batch  947/1077 - Train Accuracy: 0.9815, Validation Accuracy: 0.9688, Loss: 0.0123
Epoch  59 Batch  948/1077 - Train Accuracy: 0.9867, Validation Accuracy: 0.9631, Loss: 0.0169
Epoch  59 Batch  949/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9585, Loss: 0.0148
Epoch  59 Batch  950/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9634, Loss: 0.0115
Epoch  59 Batch  951/1077 - Train Accuracy: 0.9594, Validation Accuracy: 0.9581, Loss: 0.0128
Epoch  59 Batch  952/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9595, Loss: 0.0066
Epoch  59 Batch  953/1077 - Train Accuracy: 0.9749, Validation Accuracy: 0.9535, Loss: 0.0112
Epoch  59 Batch  954/1077 - Train Accuracy: 0.9887, Validation Accuracy: 0.9535, Loss: 0.0193
Epoch  59 Batch  955/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9599, Loss: 0.0184
Epoch  59 Batch  956/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9602, Loss: 0.0157
Epoch  59 Batch  957/1077 - Train Accuracy: 0.9874, Validation Accuracy: 0.9606, Loss: 0.0073
Epoch  59 Batch  958/1077 - Train Accuracy: 0.9895, Validation Accuracy: 0.9620, Loss: 0.0166
Epoch  59 Batch  959/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9620, Loss: 0.0169
Epoch  59 Batch  960/1077 - Train Accuracy: 0.9781, Validation Accuracy: 0.9666, Loss: 0.0128
Epoch  59 Batch  961/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9663, Loss: 0.0112
Epoch  59 Batch  962/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9663, Loss: 0.0186
Epoch  59 Batch  963/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9663, Loss: 0.0186
Epoch  59 Batch  964/1077 - Train Accuracy: 0.9736, Validation Accuracy: 0.9684, Loss: 0.0135
Epoch  59 Batch  965/1077 - Train Accuracy: 0.9716, Validation Accuracy: 0.9680, Loss: 0.0293
Epoch  59 Batch  966/1077 - Train Accuracy: 0.9779, Validation Accuracy: 0.9730, Loss: 0.0125
Epoch  59 Batch  967/1077 - Train Accuracy: 0.9578, Validation Accuracy: 0.9688, Loss: 0.0200
Epoch  59 Batch  968/1077 - Train Accuracy: 0.9570, Validation Accuracy: 0.9734, Loss: 0.0158
Epoch  59 Batch  969/1077 - Train Accuracy: 0.9654, Validation Accuracy: 0.9776, Loss: 0.0173
Epoch  59 Batch  970/1077 - Train Accuracy: 0.9875, Validation Accuracy: 0.9776, Loss: 0.0137
Epoch  59 Batch  971/1077 - Train Accuracy: 0.9918, Validation Accuracy: 0.9776, Loss: 0.0182
Epoch  59 Batch  972/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9776, Loss: 0.0140
Epoch  59 Batch  973/1077 - Train Accuracy: 0.9851, Validation Accuracy: 0.9776, Loss: 0.0111
Epoch  59 Batch  974/1077 - Train Accuracy: 0.9840, Validation Accuracy: 0.9730, Loss: 0.0103
Epoch  59 Batch  975/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9727, Loss: 0.0122
Epoch  59 Batch  976/1077 - Train Accuracy: 0.9820, Validation Accuracy: 0.9730, Loss: 0.0134
Epoch  59 Batch  977/1077 - Train Accuracy: 0.9844, Validation Accuracy: 0.9656, Loss: 0.0117
Epoch  59 Batch  978/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9656, Loss: 0.0180
Epoch  59 Batch  979/1077 - Train Accuracy: 0.9786, Validation Accuracy: 0.9545, Loss: 0.0138
Epoch  59 Batch  980/1077 - Train Accuracy: 0.9855, Validation Accuracy: 0.9542, Loss: 0.0164
Epoch  59 Batch  981/1077 - Train Accuracy: 0.9602, Validation Accuracy: 0.9542, Loss: 0.0239
Epoch  59 Batch  982/1077 - Train Accuracy: 0.9803, Validation Accuracy: 0.9656, Loss: 0.0138
Epoch  59 Batch  983/1077 - Train Accuracy: 0.9589, Validation Accuracy: 0.9656, Loss: 0.0135
Epoch  59 Batch  984/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9652, Loss: 0.0166
Epoch  59 Batch  985/1077 - Train Accuracy: 0.9949, Validation Accuracy: 0.9641, Loss: 0.0098
Epoch  59 Batch  986/1077 - Train Accuracy: 0.9652, Validation Accuracy: 0.9609, Loss: 0.0121
Epoch  59 Batch  987/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9666, Loss: 0.0100
Epoch  59 Batch  988/1077 - Train Accuracy: 0.9793, Validation Accuracy: 0.9656, Loss: 0.0185
Epoch  59 Batch  989/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9652, Loss: 0.0153
Epoch  59 Batch  990/1077 - Train Accuracy: 0.9930, Validation Accuracy: 0.9645, Loss: 0.0134
Epoch  59 Batch  991/1077 - Train Accuracy: 0.9914, Validation Accuracy: 0.9592, Loss: 0.0113
Epoch  59 Batch  992/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9592, Loss: 0.0200
Epoch  59 Batch  993/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9482, Loss: 0.0142
Epoch  59 Batch  994/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0142
Epoch  59 Batch  995/1077 - Train Accuracy: 0.9814, Validation Accuracy: 0.9517, Loss: 0.0105
Epoch  59 Batch  996/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9567, Loss: 0.0162
Epoch  59 Batch  997/1077 - Train Accuracy: 0.9725, Validation Accuracy: 0.9521, Loss: 0.0145
Epoch  59 Batch  998/1077 - Train Accuracy: 0.9625, Validation Accuracy: 0.9538, Loss: 0.0145
Epoch  59 Batch  999/1077 - Train Accuracy: 0.9742, Validation Accuracy: 0.9538, Loss: 0.0168
Epoch  59 Batch 1000/1077 - Train Accuracy: 0.9795, Validation Accuracy: 0.9538, Loss: 0.0133
Epoch  59 Batch 1001/1077 - Train Accuracy: 0.9826, Validation Accuracy: 0.9489, Loss: 0.0114
Epoch  59 Batch 1002/1077 - Train Accuracy: 0.9891, Validation Accuracy: 0.9489, Loss: 0.0096
Epoch  59 Batch 1003/1077 - Train Accuracy: 0.9782, Validation Accuracy: 0.9489, Loss: 0.0171
Epoch  59 Batch 1004/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9489, Loss: 0.0153
Epoch  59 Batch 1005/1077 - Train Accuracy: 0.9688, Validation Accuracy: 0.9489, Loss: 0.0137
Epoch  59 Batch 1006/1077 - Train Accuracy: 0.9750, Validation Accuracy: 0.9513, Loss: 0.0122
Epoch  59 Batch 1007/1077 - Train Accuracy: 0.9974, Validation Accuracy: 0.9506, Loss: 0.0092
Epoch  59 Batch 1008/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9506, Loss: 0.0173
Epoch  59 Batch 1009/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9506, Loss: 0.0102
Epoch  59 Batch 1010/1077 - Train Accuracy: 0.9852, Validation Accuracy: 0.9553, Loss: 0.0141
Epoch  59 Batch 1011/1077 - Train Accuracy: 0.9719, Validation Accuracy: 0.9602, Loss: 0.0130
Epoch  59 Batch 1012/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9609, Loss: 0.0107
Epoch  59 Batch 1013/1077 - Train Accuracy: 0.9799, Validation Accuracy: 0.9631, Loss: 0.0109
Epoch  59 Batch 1014/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9624, Loss: 0.0122
Epoch  59 Batch 1015/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9627, Loss: 0.0185
Epoch  59 Batch 1016/1077 - Train Accuracy: 0.9635, Validation Accuracy: 0.9627, Loss: 0.0143
Epoch  59 Batch 1017/1077 - Train Accuracy: 0.9881, Validation Accuracy: 0.9627, Loss: 0.0118
Epoch  59 Batch 1018/1077 - Train Accuracy: 0.9617, Validation Accuracy: 0.9716, Loss: 0.0198
Epoch  59 Batch 1019/1077 - Train Accuracy: 0.9564, Validation Accuracy: 0.9673, Loss: 0.0191
Epoch  59 Batch 1020/1077 - Train Accuracy: 0.9848, Validation Accuracy: 0.9648, Loss: 0.0131
Epoch  59 Batch 1021/1077 - Train Accuracy: 0.9807, Validation Accuracy: 0.9641, Loss: 0.0104
Epoch  59 Batch 1022/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9638, Loss: 0.0152
Epoch  59 Batch 1023/1077 - Train Accuracy: 0.9780, Validation Accuracy: 0.9627, Loss: 0.0217
Epoch  59 Batch 1024/1077 - Train Accuracy: 0.9734, Validation Accuracy: 0.9673, Loss: 0.0203
Epoch  59 Batch 1025/1077 - Train Accuracy: 0.9516, Validation Accuracy: 0.9719, Loss: 0.0137
Epoch  59 Batch 1026/1077 - Train Accuracy: 0.9821, Validation Accuracy: 0.9719, Loss: 0.0173
Epoch  59 Batch 1027/1077 - Train Accuracy: 0.9582, Validation Accuracy: 0.9677, Loss: 0.0188
Epoch  59 Batch 1028/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9673, Loss: 0.0184
Epoch  59 Batch 1029/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9602, Loss: 0.0122
Epoch  59 Batch 1030/1077 - Train Accuracy: 0.9945, Validation Accuracy: 0.9549, Loss: 0.0112
Epoch  59 Batch 1031/1077 - Train Accuracy: 0.9667, Validation Accuracy: 0.9556, Loss: 0.0202
Epoch  59 Batch 1032/1077 - Train Accuracy: 0.9606, Validation Accuracy: 0.9545, Loss: 0.0192
Epoch  59 Batch 1033/1077 - Train Accuracy: 0.9669, Validation Accuracy: 0.9567, Loss: 0.0163
Epoch  59 Batch 1034/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9567, Loss: 0.0142
Epoch  59 Batch 1035/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9624, Loss: 0.0114
Epoch  59 Batch 1036/1077 - Train Accuracy: 0.9866, Validation Accuracy: 0.9567, Loss: 0.0207
Epoch  59 Batch 1037/1077 - Train Accuracy: 0.9766, Validation Accuracy: 0.9606, Loss: 0.0163
Epoch  59 Batch 1038/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9609, Loss: 0.0232
Epoch  59 Batch 1039/1077 - Train Accuracy: 0.9721, Validation Accuracy: 0.9666, Loss: 0.0138
Epoch  59 Batch 1040/1077 - Train Accuracy: 0.9634, Validation Accuracy: 0.9666, Loss: 0.0163
Epoch  59 Batch 1041/1077 - Train Accuracy: 0.9754, Validation Accuracy: 0.9751, Loss: 0.0227
Epoch  59 Batch 1042/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0101
Epoch  59 Batch 1043/1077 - Train Accuracy: 0.9645, Validation Accuracy: 0.9730, Loss: 0.0213
Epoch  59 Batch 1044/1077 - Train Accuracy: 0.9789, Validation Accuracy: 0.9727, Loss: 0.0137
Epoch  59 Batch 1045/1077 - Train Accuracy: 0.9824, Validation Accuracy: 0.9680, Loss: 0.0137
Epoch  59 Batch 1046/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9723, Loss: 0.0091
Epoch  59 Batch 1047/1077 - Train Accuracy: 0.9773, Validation Accuracy: 0.9727, Loss: 0.0147
Epoch  59 Batch 1048/1077 - Train Accuracy: 0.9762, Validation Accuracy: 0.9684, Loss: 0.0159
Epoch  59 Batch 1049/1077 - Train Accuracy: 0.9723, Validation Accuracy: 0.9684, Loss: 0.0135
Epoch  59 Batch 1050/1077 - Train Accuracy: 0.9980, Validation Accuracy: 0.9680, Loss: 0.0071
Epoch  59 Batch 1051/1077 - Train Accuracy: 0.9769, Validation Accuracy: 0.9673, Loss: 0.0187
Epoch  59 Batch 1052/1077 - Train Accuracy: 0.9710, Validation Accuracy: 0.9673, Loss: 0.0135
Epoch  59 Batch 1053/1077 - Train Accuracy: 0.9661, Validation Accuracy: 0.9719, Loss: 0.0195
Epoch  59 Batch 1054/1077 - Train Accuracy: 0.9574, Validation Accuracy: 0.9723, Loss: 0.0176
Epoch  59 Batch 1055/1077 - Train Accuracy: 0.9758, Validation Accuracy: 0.9702, Loss: 0.0182
Epoch  59 Batch 1056/1077 - Train Accuracy: 0.9965, Validation Accuracy: 0.9702, Loss: 0.0098
Epoch  59 Batch 1057/1077 - Train Accuracy: 0.9696, Validation Accuracy: 0.9702, Loss: 0.0139
Epoch  59 Batch 1058/1077 - Train Accuracy: 0.9663, Validation Accuracy: 0.9705, Loss: 0.0184
Epoch  59 Batch 1059/1077 - Train Accuracy: 0.9609, Validation Accuracy: 0.9705, Loss: 0.0226
Epoch  59 Batch 1060/1077 - Train Accuracy: 0.9836, Validation Accuracy: 0.9759, Loss: 0.0107
Epoch  59 Batch 1061/1077 - Train Accuracy: 0.9656, Validation Accuracy: 0.9709, Loss: 0.0191
Epoch  59 Batch 1062/1077 - Train Accuracy: 0.9660, Validation Accuracy: 0.9673, Loss: 0.0145
Epoch  59 Batch 1063/1077 - Train Accuracy: 0.9684, Validation Accuracy: 0.9673, Loss: 0.0180
Epoch  59 Batch 1064/1077 - Train Accuracy: 0.9727, Validation Accuracy: 0.9670, Loss: 0.0187
Epoch  59 Batch 1065/1077 - Train Accuracy: 0.9730, Validation Accuracy: 0.9673, Loss: 0.0177
Epoch  59 Batch 1066/1077 - Train Accuracy: 0.9699, Validation Accuracy: 0.9680, Loss: 0.0098
Epoch  59 Batch 1067/1077 - Train Accuracy: 0.9777, Validation Accuracy: 0.9620, Loss: 0.0107
Epoch  59 Batch 1068/1077 - Train Accuracy: 0.9812, Validation Accuracy: 0.9677, Loss: 0.0109
Epoch  59 Batch 1069/1077 - Train Accuracy: 0.9825, Validation Accuracy: 0.9677, Loss: 0.0117
Epoch  59 Batch 1070/1077 - Train Accuracy: 0.9805, Validation Accuracy: 0.9652, Loss: 0.0117
Epoch  59 Batch 1071/1077 - Train Accuracy: 0.9770, Validation Accuracy: 0.9698, Loss: 0.0170
Epoch  59 Batch 1072/1077 - Train Accuracy: 0.9888, Validation Accuracy: 0.9744, Loss: 0.0122
Epoch  59 Batch 1073/1077 - Train Accuracy: 0.9816, Validation Accuracy: 0.9769, Loss: 0.0170
Epoch  59 Batch 1074/1077 - Train Accuracy: 0.9870, Validation Accuracy: 0.9766, Loss: 0.0175
Epoch  59 Batch 1075/1077 - Train Accuracy: 0.9729, Validation Accuracy: 0.9766, Loss: 0.0173
Model Trained and Saved

Save Parameters

Save the batch_size and save_path parameters for inference.

In [14]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
# Save parameters for checkpoint
helper.save_params(save_path)

Checkpoint

In [1]:
"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
import tensorflow as tf
import numpy as np
import helper
import problem_unittests as tests

_, (source_vocab_to_int, target_vocab_to_int), (source_int_to_vocab, target_int_to_vocab) = helper.load_preprocess()
load_path = helper.load_params()

Sentence to Sequence

To feed a sentence into the model for translation, you first need to preprocess it. Implement the function sentence_to_seq() to preprocess new sentences.

  • Convert the sentence to lowercase
  • Convert words into ids using vocab_to_int
    • Convert words not in the vocabulary, to the <UNK> word id.
In [4]:
def sentence_to_seq(sentence, vocab_to_int):
    """
    Convert a sentence to a sequence of ids
    :param sentence: String
    :param vocab_to_int: Dictionary to go from the words to an id
    :return: List of word ids
    """
    id_list = []
    for word in sentence.split():
        id_list.append(vocab_to_int.get(word.lower(), vocab_to_int['<UNK>']))
        
    return id_list


"""
DON'T MODIFY ANYTHING IN THIS CELL THAT IS BELOW THIS LINE
"""
tests.test_sentence_to_seq(sentence_to_seq)
Tests Passed

Translate

This will translate translate_sentence from English to French.

In [6]:
translate_sentence = 'he saw a old yellow truck .'
batch_size=128

"""
DON'T MODIFY ANYTHING IN THIS CELL
"""
translate_sentence = sentence_to_seq(translate_sentence, source_vocab_to_int)

loaded_graph = tf.Graph()
with tf.Session(graph=loaded_graph) as sess:
    # Load saved model
    loader = tf.train.import_meta_graph(load_path + '.meta')
    loader.restore(sess, load_path)

    input_data = loaded_graph.get_tensor_by_name('input:0')
    logits = loaded_graph.get_tensor_by_name('predictions:0')
    target_sequence_length = loaded_graph.get_tensor_by_name('target_sequence_length:0')
    source_sequence_length = loaded_graph.get_tensor_by_name('source_sequence_length:0')
    keep_prob = loaded_graph.get_tensor_by_name('keep_prob:0')

    translate_logits = sess.run(logits, {input_data: [translate_sentence]*batch_size,
                                         target_sequence_length: [len(translate_sentence)*2]*batch_size,
                                         source_sequence_length: [len(translate_sentence)]*batch_size,
                                         keep_prob: 1.0})[0]

print('Input')
print('  Word Ids:      {}'.format([i for i in translate_sentence]))
print('  English Words: {}'.format([source_int_to_vocab[i] for i in translate_sentence]))

print('\nPrediction')
print('  Word Ids:      {}'.format([i for i in translate_logits]))
print('  French Words: {}'.format(" ".join([target_int_to_vocab[i] for i in translate_logits])))
INFO:tensorflow:Restoring parameters from checkpoints/dev
Input
  Word Ids:      [136, 166, 225, 186, 157, 25, 164]
  English Words: ['he', 'saw', 'a', 'old', 'yellow', 'truck', '.']

Prediction
  Word Ids:      [44, 169, 293, 346, 257, 333, 1]
  French Words: il a conduit camion rouge . <EOS>

Imperfect Translation

You might notice that some sentences translate better than others. Since the dataset you're using only has a vocabulary of 227 English words of the thousands that you use, you're only going to see good results using these words. For this project, you don't need a perfect translation. However, if you want to create a better translation model, you'll need better data.

You can train on the WMT10 French-English corpus. This dataset has more vocabulary and richer in topics discussed. However, this will take you days to train, so make sure you've a GPU and the neural network is performing well on dataset we provided. Just make sure you play with the WMT10 corpus after you've submitted this project.

Submitting This Project

When submitting this project, make sure to run all the cells before saving the notebook. Save the notebook file as "dlnd_language_translation.ipynb" and save it as a HTML file under "File" -> "Download as". Include the "helper.py" and "problem_unittests.py" files in your submission.